2022-02-08 14:57:48,763 - 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) 5.4.0 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 ------------------------------------------------------------ 2022-02-08 14:57:48,774 - mmaction - INFO - Distributed training: True 2022-02-08 14:57:49,785 - 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 = '/mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/epoch_60.pth' 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/0207/32_base_kernel7_prebn' find_unused_parameters = False precise_bn = dict(num_iters=200, interval=5) gpu_ids = range(0, 32) omnisource = False module_hooks = [] 2022-02-08 14:57:58,329 - mmaction - INFO - Set random seed to 1511628001, deterministic: False 2022-02-08 14:58:02,107 - mmaction - INFO - Finish register precisebn hook 2022-02-08 14:58:02,179 - mmaction - INFO - load checkpoint from local path: /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/epoch_60.pth 2022-02-08 14:58:04,712 - mmaction - INFO - resumed epoch 60, iter 56400 2022-02-08 14:58:04,737 - mmaction - INFO - Start running, host: liguankai@SH-IDC2-172-20-21-26, work_dir: /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn 2022-02-08 14:58:04,737 - 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: (HIGHEST ) PreciseBNHook (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 -------------------- 2022-02-08 14:58:04,738 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2022-02-08 14:58:04,738 - mmaction - INFO - Checkpoints will be saved to /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn by HardDiskBackend. 2022-02-08 15:00:37,313 - mmaction - INFO - Epoch [61][20/940] lr: 4.000e-01, eta: 16 days, 6:13:13, time: 7.626, data_time: 6.381, memory: 9475, top1_acc: 0.3197, top5_acc: 0.5762, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1576 2022-02-08 15:01:00,700 - mmaction - INFO - Epoch [61][40/940] lr: 4.000e-01, eta: 9 days, 9:00:00, time: 1.169, data_time: 0.053, memory: 9475, top1_acc: 0.3246, top5_acc: 0.5701, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1403 2022-02-08 15:01:24,019 - mmaction - INFO - Epoch [61][60/940] lr: 4.000e-01, eta: 7 days, 1:52:18, time: 1.166, data_time: 0.045, memory: 9475, top1_acc: 0.3301, top5_acc: 0.5887, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.1625 2022-02-08 15:01:47,705 - mmaction - INFO - Epoch [61][80/940] lr: 4.000e-01, eta: 5 days, 22:32:13, time: 1.184, data_time: 0.054, memory: 9475, top1_acc: 0.3336, top5_acc: 0.5855, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.1524 2022-02-08 15:02:11,420 - mmaction - INFO - Epoch [61][100/940] lr: 4.000e-01, eta: 5 days, 6:08:43, time: 1.186, data_time: 0.049, memory: 9475, top1_acc: 0.3234, top5_acc: 0.5725, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1575 2022-02-08 15:02:35,372 - mmaction - INFO - Epoch [61][120/940] lr: 4.000e-01, eta: 4 days, 19:19:07, time: 1.198, data_time: 0.049, memory: 9475, top1_acc: 0.3283, top5_acc: 0.5781, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1515 2022-02-08 15:02:59,382 - mmaction - INFO - Epoch [61][140/940] lr: 4.000e-01, eta: 4 days, 11:36:10, time: 1.200, data_time: 0.050, memory: 9475, top1_acc: 0.3238, top5_acc: 0.5744, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.1425 2022-02-08 15:03:23,577 - mmaction - INFO - Epoch [61][160/940] lr: 4.000e-01, eta: 4 days, 5:52:30, time: 1.210, data_time: 0.055, memory: 9475, top1_acc: 0.3086, top5_acc: 0.5605, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.1520 2022-02-08 15:03:47,892 - mmaction - INFO - Epoch [61][180/940] lr: 4.000e-01, eta: 4 days, 1:27:10, time: 1.216, data_time: 0.057, memory: 9475, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1249 2022-02-08 15:04:12,345 - mmaction - INFO - Epoch [61][200/940] lr: 4.000e-01, eta: 3 days, 21:56:44, time: 1.222, data_time: 0.055, memory: 9475, top1_acc: 0.3191, top5_acc: 0.5717, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1383 2022-02-08 15:04:36,957 - mmaction - INFO - Epoch [61][220/940] lr: 4.000e-01, eta: 3 days, 19:06:58, time: 1.231, data_time: 0.053, memory: 9475, top1_acc: 0.3287, top5_acc: 0.5926, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.1420 2022-02-08 15:05:01,424 - mmaction - INFO - Epoch [61][240/940] lr: 4.000e-01, eta: 3 days, 16:43:35, time: 1.224, data_time: 0.058, memory: 9475, top1_acc: 0.3291, top5_acc: 0.5842, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.1558 2022-02-08 15:05:26,184 - mmaction - INFO - Epoch [61][260/940] lr: 4.000e-01, eta: 3 days, 14:45:30, time: 1.238, data_time: 0.062, memory: 9475, top1_acc: 0.3299, top5_acc: 0.5820, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1486 2022-02-08 15:05:51,039 - mmaction - INFO - Epoch [61][280/940] lr: 4.000e-01, eta: 3 days, 13:05:17, time: 1.243, data_time: 0.062, memory: 9475, top1_acc: 0.3461, top5_acc: 0.5883, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.1226 2022-02-08 15:06:15,743 - mmaction - INFO - Epoch [61][300/940] lr: 4.000e-01, eta: 3 days, 11:36:51, time: 1.235, data_time: 0.063, memory: 9475, top1_acc: 0.3420, top5_acc: 0.5836, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1218 2022-02-08 15:06:40,708 - mmaction - INFO - Epoch [61][320/940] lr: 4.000e-01, eta: 3 days, 10:21:57, time: 1.248, data_time: 0.063, memory: 9475, top1_acc: 0.3160, top5_acc: 0.5721, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1720 2022-02-08 15:07:05,178 - mmaction - INFO - Epoch [61][340/940] lr: 4.000e-01, eta: 3 days, 9:11:19, time: 1.223, data_time: 0.058, memory: 9475, top1_acc: 0.3248, top5_acc: 0.5770, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1679 2022-02-08 15:07:29,937 - mmaction - INFO - Epoch [61][360/940] lr: 4.000e-01, eta: 3 days, 8:11:06, time: 1.239, data_time: 0.056, memory: 9475, top1_acc: 0.3244, top5_acc: 0.5775, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1403 2022-02-08 15:07:54,554 - mmaction - INFO - Epoch [61][380/940] lr: 4.000e-01, eta: 3 days, 7:15:53, time: 1.231, data_time: 0.056, memory: 9475, top1_acc: 0.3238, top5_acc: 0.5697, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1286 2022-02-08 15:08:19,323 - mmaction - INFO - Epoch [61][400/940] lr: 4.000e-01, eta: 3 days, 6:27:19, time: 1.238, data_time: 0.061, memory: 9475, top1_acc: 0.3283, top5_acc: 0.5893, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.1407 2022-02-08 15:08:43,904 - mmaction - INFO - Epoch [61][420/940] lr: 4.000e-01, eta: 3 days, 5:41:53, time: 1.228, data_time: 0.064, memory: 9475, top1_acc: 0.3268, top5_acc: 0.5773, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.1556 2022-02-08 15:09:08,477 - mmaction - INFO - Epoch [61][440/940] lr: 4.000e-01, eta: 3 days, 5:00:38, time: 1.229, data_time: 0.058, memory: 9475, top1_acc: 0.3271, top5_acc: 0.5771, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.1494 2022-02-08 15:09:33,235 - mmaction - INFO - Epoch [61][460/940] lr: 4.000e-01, eta: 3 days, 4:24:03, time: 1.237, data_time: 0.055, memory: 9475, top1_acc: 0.3137, top5_acc: 0.5629, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1559 2022-02-08 15:09:58,091 - mmaction - INFO - Epoch [61][480/940] lr: 4.000e-01, eta: 3 days, 3:51:10, time: 1.243, data_time: 0.069, memory: 9475, top1_acc: 0.3211, top5_acc: 0.5785, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1453 2022-02-08 15:10:23,386 - mmaction - INFO - Epoch [61][500/940] lr: 4.000e-01, eta: 3 days, 3:23:35, time: 1.265, data_time: 0.058, memory: 9475, top1_acc: 0.3277, top5_acc: 0.5756, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.1231 2022-02-08 15:10:48,064 - mmaction - INFO - Epoch [61][520/940] lr: 4.000e-01, eta: 3 days, 2:54:25, time: 1.234, data_time: 0.067, memory: 9475, top1_acc: 0.3221, top5_acc: 0.5725, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.1624 2022-02-08 15:11:12,804 - mmaction - INFO - Epoch [61][540/940] lr: 4.000e-01, eta: 3 days, 2:27:45, time: 1.237, data_time: 0.058, memory: 9475, top1_acc: 0.3346, top5_acc: 0.5832, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.1335 2022-02-08 15:11:37,893 - mmaction - INFO - Epoch [61][560/940] lr: 4.000e-01, eta: 3 days, 2:04:52, time: 1.254, data_time: 0.057, memory: 9475, top1_acc: 0.3330, top5_acc: 0.5834, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1351 2022-02-08 15:12:02,889 - mmaction - INFO - Epoch [61][580/940] lr: 4.000e-01, eta: 3 days, 1:43:04, time: 1.250, data_time: 0.053, memory: 9475, top1_acc: 0.3264, top5_acc: 0.5822, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.1403 2022-02-08 15:12:27,844 - mmaction - INFO - Epoch [61][600/940] lr: 4.000e-01, eta: 3 days, 1:22:27, time: 1.248, data_time: 0.064, memory: 9475, top1_acc: 0.3219, top5_acc: 0.5627, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1873 2022-02-08 15:12:52,879 - mmaction - INFO - Epoch [61][620/940] lr: 4.000e-01, eta: 3 days, 1:03:33, time: 1.252, data_time: 0.061, memory: 9475, top1_acc: 0.3135, top5_acc: 0.5695, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.1479 2022-02-08 15:13:17,766 - mmaction - INFO - Epoch [61][640/940] lr: 4.000e-01, eta: 3 days, 0:45:06, time: 1.244, data_time: 0.065, memory: 9475, top1_acc: 0.3246, top5_acc: 0.5752, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.1341 2022-02-08 15:13:43,007 - mmaction - INFO - Epoch [61][660/940] lr: 4.000e-01, eta: 3 days, 0:29:22, time: 1.262, data_time: 0.070, memory: 9475, top1_acc: 0.3193, top5_acc: 0.5684, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.1444 2022-02-08 15:14:07,912 - mmaction - INFO - Epoch [61][680/940] lr: 4.000e-01, eta: 3 days, 0:13:06, time: 1.246, data_time: 0.064, memory: 9475, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.1383 2022-02-08 15:14:32,990 - mmaction - INFO - Epoch [61][700/940] lr: 4.000e-01, eta: 2 days, 23:58:22, time: 1.253, data_time: 0.063, memory: 9475, top1_acc: 0.3223, top5_acc: 0.5760, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1595 2022-02-08 15:14:58,342 - mmaction - INFO - Epoch [61][720/940] lr: 4.000e-01, eta: 2 days, 23:45:38, time: 1.267, data_time: 0.063, memory: 9475, top1_acc: 0.3193, top5_acc: 0.5721, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.1363 2022-02-08 15:15:23,262 - mmaction - INFO - Epoch [61][740/940] lr: 4.000e-01, eta: 2 days, 23:31:49, time: 1.246, data_time: 0.055, memory: 9475, top1_acc: 0.3195, top5_acc: 0.5732, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1211 2022-02-08 15:15:48,564 - mmaction - INFO - Epoch [61][760/940] lr: 4.000e-01, eta: 2 days, 23:20:16, time: 1.266, data_time: 0.061, memory: 9475, top1_acc: 0.3160, top5_acc: 0.5689, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.1525 2022-02-08 15:16:13,502 - mmaction - INFO - Epoch [61][780/940] lr: 4.000e-01, eta: 2 days, 23:07:50, time: 1.247, data_time: 0.065, memory: 9475, top1_acc: 0.3145, top5_acc: 0.5588, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.1331 2022-02-08 15:16:38,637 - mmaction - INFO - Epoch [61][800/940] lr: 4.000e-01, eta: 2 days, 22:56:41, time: 1.256, data_time: 0.059, memory: 9475, top1_acc: 0.3211, top5_acc: 0.5900, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.1350 2022-02-08 15:17:03,477 - mmaction - INFO - Epoch [61][820/940] lr: 4.000e-01, eta: 2 days, 22:45:01, time: 1.242, data_time: 0.062, memory: 9475, top1_acc: 0.3162, top5_acc: 0.5729, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1438 2022-02-08 15:17:28,742 - mmaction - INFO - Epoch [61][840/940] lr: 4.000e-01, eta: 2 days, 22:35:25, time: 1.263, data_time: 0.067, memory: 9475, top1_acc: 0.3299, top5_acc: 0.5742, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1296 2022-02-08 15:17:53,829 - mmaction - INFO - Epoch [61][860/940] lr: 4.000e-01, eta: 2 days, 22:25:38, time: 1.254, data_time: 0.064, memory: 9475, top1_acc: 0.3191, top5_acc: 0.5793, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1431 2022-02-08 15:18:18,760 - mmaction - INFO - Epoch [61][880/940] lr: 4.000e-01, eta: 2 days, 22:15:43, time: 1.246, data_time: 0.062, memory: 9475, top1_acc: 0.3268, top5_acc: 0.5830, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.1318 2022-02-08 15:18:43,940 - mmaction - INFO - Epoch [61][900/940] lr: 4.000e-01, eta: 2 days, 22:07:05, time: 1.259, data_time: 0.066, memory: 9475, top1_acc: 0.3236, top5_acc: 0.5736, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1336 2022-02-08 15:19:09,258 - mmaction - INFO - Epoch [61][920/940] lr: 4.000e-01, eta: 2 days, 21:59:18, time: 1.267, data_time: 0.072, memory: 9475, top1_acc: 0.3295, top5_acc: 0.5781, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.1233 2022-02-08 15:19:34,399 - mmaction - INFO - Epoch [61][940/940] lr: 4.000e-01, eta: 2 days, 21:51:11, time: 1.257, data_time: 0.065, memory: 9475, top1_acc: 0.3277, top5_acc: 0.5779, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.1478 2022-02-08 15:22:47,236 - mmaction - INFO - Epoch [62][20/940] lr: 4.000e-01, eta: 3 days, 6:08:47, time: 9.198, data_time: 7.926, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5814, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1586 2022-02-08 15:23:10,815 - mmaction - INFO - Epoch [62][40/940] lr: 4.000e-01, eta: 3 days, 5:46:06, time: 1.179, data_time: 0.059, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5822, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.1289 2022-02-08 15:23:34,288 - mmaction - INFO - Epoch [62][60/940] lr: 4.000e-01, eta: 3 days, 5:23:58, time: 1.174, data_time: 0.044, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5881, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1562 2022-02-08 15:23:57,972 - mmaction - INFO - Epoch [62][80/940] lr: 4.000e-01, eta: 3 days, 5:03:18, time: 1.184, data_time: 0.044, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5703, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1281 2022-02-08 15:24:21,995 - mmaction - INFO - Epoch [62][100/940] lr: 4.000e-01, eta: 3 days, 4:44:26, time: 1.201, data_time: 0.049, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5928, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.1721 2022-02-08 15:24:45,994 - mmaction - INFO - Epoch [62][120/940] lr: 4.000e-01, eta: 3 days, 4:26:11, time: 1.200, data_time: 0.046, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5844, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1645 2022-02-08 15:25:10,234 - mmaction - INFO - Epoch [62][140/940] lr: 4.000e-01, eta: 3 days, 4:09:16, time: 1.212, data_time: 0.051, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5803, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.1246 2022-02-08 15:25:35,046 - mmaction - INFO - Epoch [62][160/940] lr: 4.000e-01, eta: 3 days, 3:54:33, time: 1.240, data_time: 0.075, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5918, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1393 2022-02-08 15:25:59,689 - mmaction - INFO - Epoch [62][180/940] lr: 4.000e-01, eta: 3 days, 3:39:53, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5883, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1399 2022-02-08 15:26:24,263 - mmaction - INFO - Epoch [62][200/940] lr: 4.000e-01, eta: 3 days, 3:25:32, time: 1.229, data_time: 0.051, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5754, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1496 2022-02-08 15:26:48,878 - mmaction - INFO - Epoch [62][220/940] lr: 4.000e-01, eta: 3 days, 3:11:46, time: 1.231, data_time: 0.052, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5842, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1377 2022-02-08 15:27:13,676 - mmaction - INFO - Epoch [62][240/940] lr: 4.000e-01, eta: 3 days, 2:58:57, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5867, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1621 2022-02-08 15:27:38,735 - mmaction - INFO - Epoch [62][260/940] lr: 4.000e-01, eta: 3 days, 2:47:10, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5797, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.1480 2022-02-08 15:28:03,433 - mmaction - INFO - Epoch [62][280/940] lr: 4.000e-01, eta: 3 days, 2:34:53, time: 1.235, data_time: 0.059, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5770, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1530 2022-02-08 15:28:28,326 - mmaction - INFO - Epoch [62][300/940] lr: 4.000e-01, eta: 3 days, 2:23:29, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.1077 2022-02-08 15:28:53,268 - mmaction - INFO - Epoch [62][320/940] lr: 4.000e-01, eta: 3 days, 2:12:30, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5848, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.1501 2022-02-08 15:29:18,496 - mmaction - INFO - Epoch [62][340/940] lr: 4.000e-01, eta: 3 days, 2:02:32, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.3457, top5_acc: 0.5947, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.1548 2022-02-08 15:29:43,279 - mmaction - INFO - Epoch [62][360/940] lr: 4.000e-01, eta: 3 days, 1:51:52, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5828, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1527 2022-02-08 15:30:08,210 - mmaction - INFO - Epoch [62][380/940] lr: 4.000e-01, eta: 3 days, 1:41:47, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.3139, top5_acc: 0.5637, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1431 2022-02-08 15:30:33,230 - mmaction - INFO - Epoch [62][400/940] lr: 4.000e-01, eta: 3 days, 1:32:14, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5777, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1483 2022-02-08 15:30:58,201 - mmaction - INFO - Epoch [62][420/940] lr: 4.000e-01, eta: 3 days, 1:22:50, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5773, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.1344 2022-02-08 15:31:23,022 - mmaction - INFO - Epoch [62][440/940] lr: 4.000e-01, eta: 3 days, 1:13:23, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5742, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1353 2022-02-08 15:31:47,986 - mmaction - INFO - Epoch [62][460/940] lr: 4.000e-01, eta: 3 days, 1:04:28, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5809, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.1514 2022-02-08 15:32:12,695 - mmaction - INFO - Epoch [62][480/940] lr: 4.000e-01, eta: 3 days, 0:55:16, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5734, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1480 2022-02-08 15:32:38,027 - mmaction - INFO - Epoch [62][500/940] lr: 4.000e-01, eta: 3 days, 0:47:37, time: 1.267, data_time: 0.060, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5887, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.1676 2022-02-08 15:33:02,898 - mmaction - INFO - Epoch [62][520/940] lr: 4.000e-01, eta: 3 days, 0:39:13, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5742, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1358 2022-02-08 15:33:27,928 - mmaction - INFO - Epoch [62][540/940] lr: 4.000e-01, eta: 3 days, 0:31:21, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5781, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.1612 2022-02-08 15:33:53,251 - mmaction - INFO - Epoch [62][560/940] lr: 4.000e-01, eta: 3 days, 0:24:17, time: 1.266, data_time: 0.061, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5750, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1437 2022-02-08 15:34:18,432 - mmaction - INFO - Epoch [62][580/940] lr: 4.000e-01, eta: 3 days, 0:17:08, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5820, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.1478 2022-02-08 15:34:43,540 - mmaction - INFO - Epoch [62][600/940] lr: 4.000e-01, eta: 3 days, 0:09:59, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5852, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.1537 2022-02-08 15:35:08,641 - mmaction - INFO - Epoch [62][620/940] lr: 4.000e-01, eta: 3 days, 0:02:57, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5824, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1301 2022-02-08 15:35:33,478 - mmaction - INFO - Epoch [62][640/940] lr: 4.000e-01, eta: 2 days, 23:55:38, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5742, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.1301 2022-02-08 15:35:58,463 - mmaction - INFO - Epoch [62][660/940] lr: 4.000e-01, eta: 2 days, 23:48:45, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5762, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1426 2022-02-08 15:36:23,443 - mmaction - INFO - Epoch [62][680/940] lr: 4.000e-01, eta: 2 days, 23:42:01, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5762, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1696 2022-02-08 15:36:48,439 - mmaction - INFO - Epoch [62][700/940] lr: 4.000e-01, eta: 2 days, 23:35:28, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5742, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1344 2022-02-08 15:37:13,128 - mmaction - INFO - Epoch [62][720/940] lr: 4.000e-01, eta: 2 days, 23:28:31, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5844, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1591 2022-02-08 15:37:37,951 - mmaction - INFO - Epoch [62][740/940] lr: 4.000e-01, eta: 2 days, 23:21:57, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5715, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1343 2022-02-08 15:38:02,915 - mmaction - INFO - Epoch [62][760/940] lr: 4.000e-01, eta: 2 days, 23:15:47, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5770, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1415 2022-02-08 15:38:27,863 - mmaction - INFO - Epoch [62][780/940] lr: 4.000e-01, eta: 2 days, 23:09:44, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5816, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1308 2022-02-08 15:38:52,380 - mmaction - INFO - Epoch [62][800/940] lr: 4.000e-01, eta: 2 days, 23:03:03, time: 1.226, data_time: 0.051, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5715, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1452 2022-02-08 15:39:17,560 - mmaction - INFO - Epoch [62][820/940] lr: 4.000e-01, eta: 2 days, 22:57:39, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5637, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.1462 2022-02-08 15:39:42,353 - mmaction - INFO - Epoch [62][840/940] lr: 4.000e-01, eta: 2 days, 22:51:43, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5670, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.1268 2022-02-08 15:40:07,180 - mmaction - INFO - Epoch [62][860/940] lr: 4.000e-01, eta: 2 days, 22:45:58, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5709, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.1418 2022-02-08 15:40:32,138 - mmaction - INFO - Epoch [62][880/940] lr: 4.000e-01, eta: 2 days, 22:40:33, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5781, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1711 2022-02-08 15:40:57,094 - mmaction - INFO - Epoch [62][900/940] lr: 4.000e-01, eta: 2 days, 22:35:12, time: 1.247, data_time: 0.059, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5807, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1648 2022-02-08 15:41:21,862 - mmaction - INFO - Epoch [62][920/940] lr: 4.000e-01, eta: 2 days, 22:29:40, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5678, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.1280 2022-02-08 15:41:45,548 - mmaction - INFO - Epoch [62][940/940] lr: 4.000e-01, eta: 2 days, 22:22:32, time: 1.185, data_time: 0.051, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5871, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1447 2022-02-08 15:44:28,046 - mmaction - INFO - Epoch [63][20/940] lr: 4.000e-01, eta: 3 days, 1:51:58, time: 7.951, data_time: 6.766, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5795, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1350 2022-02-08 15:44:51,502 - mmaction - INFO - Epoch [63][40/940] lr: 4.000e-01, eta: 3 days, 1:42:25, time: 1.172, data_time: 0.043, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5789, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1305 2022-02-08 15:45:15,123 - mmaction - INFO - Epoch [63][60/940] lr: 4.000e-01, eta: 3 days, 1:33:22, time: 1.182, data_time: 0.041, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5822, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1303 2022-02-08 15:45:38,962 - mmaction - INFO - Epoch [63][80/940] lr: 4.000e-01, eta: 3 days, 1:24:47, time: 1.191, data_time: 0.042, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5803, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1507 2022-02-08 15:46:03,245 - mmaction - INFO - Epoch [63][100/940] lr: 4.000e-01, eta: 3 days, 1:17:04, time: 1.214, data_time: 0.043, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5832, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.1485 2022-02-08 15:46:27,678 - mmaction - INFO - Epoch [63][120/940] lr: 4.000e-01, eta: 3 days, 1:09:43, time: 1.222, data_time: 0.045, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5805, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1464 2022-02-08 15:46:52,136 - mmaction - INFO - Epoch [63][140/940] lr: 4.000e-01, eta: 3 days, 1:02:33, time: 1.223, data_time: 0.046, memory: 9488, top1_acc: 0.3107, top5_acc: 0.5643, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1700 2022-02-08 15:47:17,389 - mmaction - INFO - Epoch [63][160/940] lr: 4.000e-01, eta: 3 days, 0:56:42, time: 1.263, data_time: 0.054, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5855, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1218 2022-02-08 15:47:42,228 - mmaction - INFO - Epoch [63][180/940] lr: 4.000e-01, eta: 3 days, 0:50:21, time: 1.242, data_time: 0.055, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5744, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.1411 2022-02-08 15:48:06,890 - mmaction - INFO - Epoch [63][200/940] lr: 4.000e-01, eta: 3 days, 0:43:51, time: 1.233, data_time: 0.048, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5881, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.1397 2022-02-08 15:48:31,651 - mmaction - INFO - Epoch [63][220/940] lr: 4.000e-01, eta: 3 days, 0:37:36, time: 1.237, data_time: 0.054, memory: 9488, top1_acc: 0.3180, top5_acc: 0.5668, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.1266 2022-02-08 15:48:56,415 - mmaction - INFO - Epoch [63][240/940] lr: 4.000e-01, eta: 3 days, 0:31:28, time: 1.238, data_time: 0.048, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1236 2022-02-08 15:49:21,186 - mmaction - INFO - Epoch [63][260/940] lr: 4.000e-01, eta: 3 days, 0:25:27, time: 1.238, data_time: 0.054, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5777, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1409 2022-02-08 15:49:46,123 - mmaction - INFO - Epoch [63][280/940] lr: 4.000e-01, eta: 3 days, 0:19:48, time: 1.247, data_time: 0.050, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5779, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1348 2022-02-08 15:50:11,124 - mmaction - INFO - Epoch [63][300/940] lr: 4.000e-01, eta: 3 days, 0:14:17, time: 1.249, data_time: 0.053, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5764, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.1470 2022-02-08 15:50:36,389 - mmaction - INFO - Epoch [63][320/940] lr: 4.000e-01, eta: 3 days, 0:09:16, time: 1.263, data_time: 0.056, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5811, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.1346 2022-02-08 15:51:01,286 - mmaction - INFO - Epoch [63][340/940] lr: 4.000e-01, eta: 3 days, 0:03:48, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5725, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.1378 2022-02-08 15:51:26,238 - mmaction - INFO - Epoch [63][360/940] lr: 4.000e-01, eta: 2 days, 23:58:31, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5764, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1168 2022-02-08 15:51:51,215 - mmaction - INFO - Epoch [63][380/940] lr: 4.000e-01, eta: 2 days, 23:53:21, time: 1.249, data_time: 0.056, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5709, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1421 2022-02-08 15:52:16,343 - mmaction - INFO - Epoch [63][400/940] lr: 4.000e-01, eta: 2 days, 23:48:28, time: 1.256, data_time: 0.057, memory: 9488, top1_acc: 0.3174, top5_acc: 0.5730, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.1382 2022-02-08 15:52:41,039 - mmaction - INFO - Epoch [63][420/940] lr: 4.000e-01, eta: 2 days, 23:43:06, time: 1.235, data_time: 0.064, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5793, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.1339 2022-02-08 15:53:05,998 - mmaction - INFO - Epoch [63][440/940] lr: 4.000e-01, eta: 2 days, 23:38:09, time: 1.248, data_time: 0.053, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5697, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1553 2022-02-08 15:53:30,829 - mmaction - INFO - Epoch [63][460/940] lr: 4.000e-01, eta: 2 days, 23:33:08, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5777, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.1447 2022-02-08 15:53:55,682 - mmaction - INFO - Epoch [63][480/940] lr: 4.000e-01, eta: 2 days, 23:28:11, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5834, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1481 2022-02-08 15:54:20,779 - mmaction - INFO - Epoch [63][500/940] lr: 4.000e-01, eta: 2 days, 23:23:39, time: 1.255, data_time: 0.053, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5730, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1651 2022-02-08 15:54:45,776 - mmaction - INFO - Epoch [63][520/940] lr: 4.000e-01, eta: 2 days, 23:19:03, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5793, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1518 2022-02-08 15:55:10,532 - mmaction - INFO - Epoch [63][540/940] lr: 4.000e-01, eta: 2 days, 23:14:13, time: 1.238, data_time: 0.053, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5855, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1574 2022-02-08 15:55:35,610 - mmaction - INFO - Epoch [63][560/940] lr: 4.000e-01, eta: 2 days, 23:09:51, time: 1.254, data_time: 0.053, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5838, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1350 2022-02-08 15:56:00,755 - mmaction - INFO - Epoch [63][580/940] lr: 4.000e-01, eta: 2 days, 23:05:39, time: 1.257, data_time: 0.058, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5879, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.1565 2022-02-08 15:56:25,931 - mmaction - INFO - Epoch [63][600/940] lr: 4.000e-01, eta: 2 days, 23:01:32, time: 1.259, data_time: 0.060, memory: 9488, top1_acc: 0.3133, top5_acc: 0.5607, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.1646 2022-02-08 15:56:50,866 - mmaction - INFO - Epoch [63][620/940] lr: 4.000e-01, eta: 2 days, 22:57:11, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5730, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1562 2022-02-08 15:57:15,896 - mmaction - INFO - Epoch [63][640/940] lr: 4.000e-01, eta: 2 days, 22:53:01, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5779, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1392 2022-02-08 15:57:40,838 - mmaction - INFO - Epoch [63][660/940] lr: 4.000e-01, eta: 2 days, 22:48:48, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5766, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1189 2022-02-08 15:58:05,697 - mmaction - INFO - Epoch [63][680/940] lr: 4.000e-01, eta: 2 days, 22:44:33, time: 1.243, data_time: 0.056, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5795, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.1395 2022-02-08 15:58:30,924 - mmaction - INFO - Epoch [63][700/940] lr: 4.000e-01, eta: 2 days, 22:40:47, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5758, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1614 2022-02-08 15:58:55,976 - mmaction - INFO - Epoch [63][720/940] lr: 4.000e-01, eta: 2 days, 22:36:52, time: 1.253, data_time: 0.052, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5840, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.1412 2022-02-08 15:59:20,788 - mmaction - INFO - Epoch [63][740/940] lr: 4.000e-01, eta: 2 days, 22:32:44, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.1329 2022-02-08 15:59:45,730 - mmaction - INFO - Epoch [63][760/940] lr: 4.000e-01, eta: 2 days, 22:28:47, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5779, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.1462 2022-02-08 16:00:11,099 - mmaction - INFO - Epoch [63][780/940] lr: 4.000e-01, eta: 2 days, 22:25:24, time: 1.269, data_time: 0.062, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5672, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.1380 2022-02-08 16:00:36,094 - mmaction - INFO - Epoch [63][800/940] lr: 4.000e-01, eta: 2 days, 22:21:37, time: 1.250, data_time: 0.057, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5744, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1532 2022-02-08 16:01:01,059 - mmaction - INFO - Epoch [63][820/940] lr: 4.000e-01, eta: 2 days, 22:17:52, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5838, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.1395 2022-02-08 16:01:26,205 - mmaction - INFO - Epoch [63][840/940] lr: 4.000e-01, eta: 2 days, 22:14:22, time: 1.257, data_time: 0.062, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5777, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1469 2022-02-08 16:01:51,155 - mmaction - INFO - Epoch [63][860/940] lr: 4.000e-01, eta: 2 days, 22:10:41, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5881, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.1531 2022-02-08 16:02:16,137 - mmaction - INFO - Epoch [63][880/940] lr: 4.000e-01, eta: 2 days, 22:07:05, time: 1.249, data_time: 0.056, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5957, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.1385 2022-02-08 16:02:41,267 - mmaction - INFO - Epoch [63][900/940] lr: 4.000e-01, eta: 2 days, 22:03:42, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.3455, top5_acc: 0.5889, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.1446 2022-02-08 16:03:06,301 - mmaction - INFO - Epoch [63][920/940] lr: 4.000e-01, eta: 2 days, 22:00:15, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.3162, top5_acc: 0.5689, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.1395 2022-02-08 16:03:30,133 - mmaction - INFO - Epoch [63][940/940] lr: 4.000e-01, eta: 2 days, 21:55:34, time: 1.192, data_time: 0.056, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5759, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1235 2022-02-08 16:06:36,069 - mmaction - INFO - Epoch [64][20/940] lr: 4.000e-01, eta: 3 days, 0:40:53, time: 9.174, data_time: 5.899, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5807, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1501 2022-02-08 16:06:59,493 - mmaction - INFO - Epoch [64][40/940] lr: 4.000e-01, eta: 3 days, 0:34:40, time: 1.171, data_time: 0.046, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5910, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.1522 2022-02-08 16:07:23,108 - mmaction - INFO - Epoch [64][60/940] lr: 4.000e-01, eta: 3 days, 0:28:44, time: 1.181, data_time: 0.047, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.1506 2022-02-08 16:07:46,728 - mmaction - INFO - Epoch [64][80/940] lr: 4.000e-01, eta: 3 days, 0:22:53, time: 1.181, data_time: 0.050, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5947, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.1661 2022-02-08 16:08:10,546 - mmaction - INFO - Epoch [64][100/940] lr: 4.000e-01, eta: 3 days, 0:17:19, time: 1.191, data_time: 0.044, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5816, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.1358 2022-02-08 16:08:34,356 - mmaction - INFO - Epoch [64][120/940] lr: 4.000e-01, eta: 3 days, 0:11:48, time: 1.191, data_time: 0.046, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5705, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1475 2022-02-08 16:08:58,743 - mmaction - INFO - Epoch [64][140/940] lr: 4.000e-01, eta: 3 days, 0:06:58, time: 1.220, data_time: 0.046, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5777, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1460 2022-02-08 16:09:23,373 - mmaction - INFO - Epoch [64][160/940] lr: 4.000e-01, eta: 3 days, 0:02:25, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5811, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.1699 2022-02-08 16:09:48,104 - mmaction - INFO - Epoch [64][180/940] lr: 4.000e-01, eta: 2 days, 23:58:01, time: 1.236, data_time: 0.055, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5822, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1205 2022-02-08 16:10:12,833 - mmaction - INFO - Epoch [64][200/940] lr: 4.000e-01, eta: 2 days, 23:53:41, time: 1.237, data_time: 0.058, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5822, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1512 2022-02-08 16:10:37,496 - mmaction - INFO - Epoch [64][220/940] lr: 4.000e-01, eta: 2 days, 23:49:21, time: 1.234, data_time: 0.054, memory: 9488, top1_acc: 0.3113, top5_acc: 0.5748, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1333 2022-02-08 16:11:02,188 - mmaction - INFO - Epoch [64][240/940] lr: 4.000e-01, eta: 2 days, 23:45:03, time: 1.234, data_time: 0.057, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5748, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.1447 2022-02-08 16:11:26,839 - mmaction - INFO - Epoch [64][260/940] lr: 4.000e-01, eta: 2 days, 23:40:48, time: 1.233, data_time: 0.062, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5859, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.1603 2022-02-08 16:11:51,856 - mmaction - INFO - Epoch [64][280/940] lr: 4.000e-01, eta: 2 days, 23:36:57, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.3391, top5_acc: 0.5799, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.1740 2022-02-08 16:12:16,843 - mmaction - INFO - Epoch [64][300/940] lr: 4.000e-01, eta: 2 days, 23:33:06, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5744, loss_cls: 3.1317, loss: 3.1317, grad_norm: 1.1337 2022-02-08 16:12:41,961 - mmaction - INFO - Epoch [64][320/940] lr: 4.000e-01, eta: 2 days, 23:29:26, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5814, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.1086 2022-02-08 16:13:06,646 - mmaction - INFO - Epoch [64][340/940] lr: 4.000e-01, eta: 2 days, 23:25:23, time: 1.234, data_time: 0.061, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5732, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1547 2022-02-08 16:13:31,677 - mmaction - INFO - Epoch [64][360/940] lr: 4.000e-01, eta: 2 days, 23:21:43, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5672, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1309 2022-02-08 16:13:57,035 - mmaction - INFO - Epoch [64][380/940] lr: 4.000e-01, eta: 2 days, 23:18:24, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5744, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1506 2022-02-08 16:14:22,421 - mmaction - INFO - Epoch [64][400/940] lr: 4.000e-01, eta: 2 days, 23:15:08, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5664, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.1435 2022-02-08 16:14:47,768 - mmaction - INFO - Epoch [64][420/940] lr: 4.000e-01, eta: 2 days, 23:11:53, time: 1.268, data_time: 0.067, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5590, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1257 2022-02-08 16:15:12,923 - mmaction - INFO - Epoch [64][440/940] lr: 4.000e-01, eta: 2 days, 23:08:28, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5762, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1281 2022-02-08 16:15:38,130 - mmaction - INFO - Epoch [64][460/940] lr: 4.000e-01, eta: 2 days, 23:05:09, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5760, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1615 2022-02-08 16:16:03,242 - mmaction - INFO - Epoch [64][480/940] lr: 4.000e-01, eta: 2 days, 23:01:47, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.3131, top5_acc: 0.5666, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.1466 2022-02-08 16:16:28,301 - mmaction - INFO - Epoch [64][500/940] lr: 4.000e-01, eta: 2 days, 22:58:25, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5900, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.1475 2022-02-08 16:16:53,342 - mmaction - INFO - Epoch [64][520/940] lr: 4.000e-01, eta: 2 days, 22:55:03, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5717, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1188 2022-02-08 16:17:18,471 - mmaction - INFO - Epoch [64][540/940] lr: 4.000e-01, eta: 2 days, 22:51:47, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5898, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.1404 2022-02-08 16:17:43,499 - mmaction - INFO - Epoch [64][560/940] lr: 4.000e-01, eta: 2 days, 22:48:30, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5775, loss_cls: 3.1259, loss: 3.1259, grad_norm: 1.1397 2022-02-08 16:18:08,671 - mmaction - INFO - Epoch [64][580/940] lr: 4.000e-01, eta: 2 days, 22:45:21, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1601 2022-02-08 16:18:33,789 - mmaction - INFO - Epoch [64][600/940] lr: 4.000e-01, eta: 2 days, 22:42:11, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5643, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.1399 2022-02-08 16:18:58,917 - mmaction - INFO - Epoch [64][620/940] lr: 4.000e-01, eta: 2 days, 22:39:04, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.1254 2022-02-08 16:19:23,926 - mmaction - INFO - Epoch [64][640/940] lr: 4.000e-01, eta: 2 days, 22:35:52, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5787, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1475 2022-02-08 16:19:48,769 - mmaction - INFO - Epoch [64][660/940] lr: 4.000e-01, eta: 2 days, 22:32:34, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.3158, top5_acc: 0.5695, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1284 2022-02-08 16:20:13,602 - mmaction - INFO - Epoch [64][680/940] lr: 4.000e-01, eta: 2 days, 22:29:17, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5820, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.1632 2022-02-08 16:20:38,573 - mmaction - INFO - Epoch [64][700/940] lr: 4.000e-01, eta: 2 days, 22:26:10, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1332 2022-02-08 16:21:03,566 - mmaction - INFO - Epoch [64][720/940] lr: 4.000e-01, eta: 2 days, 22:23:06, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3150, top5_acc: 0.5652, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.1393 2022-02-08 16:21:28,787 - mmaction - INFO - Epoch [64][740/940] lr: 4.000e-01, eta: 2 days, 22:20:13, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5736, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1428 2022-02-08 16:21:53,915 - mmaction - INFO - Epoch [64][760/940] lr: 4.000e-01, eta: 2 days, 22:17:19, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5832, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1057 2022-02-08 16:22:18,763 - mmaction - INFO - Epoch [64][780/940] lr: 4.000e-01, eta: 2 days, 22:14:12, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.3170, top5_acc: 0.5660, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.1475 2022-02-08 16:22:43,782 - mmaction - INFO - Epoch [64][800/940] lr: 4.000e-01, eta: 2 days, 22:11:16, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5770, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.1551 2022-02-08 16:23:08,903 - mmaction - INFO - Epoch [64][820/940] lr: 4.000e-01, eta: 2 days, 22:08:26, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5627, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.1278 2022-02-08 16:23:33,994 - mmaction - INFO - Epoch [64][840/940] lr: 4.000e-01, eta: 2 days, 22:05:36, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5861, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.1349 2022-02-08 16:23:58,938 - mmaction - INFO - Epoch [64][860/940] lr: 4.000e-01, eta: 2 days, 22:02:41, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5840, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.1542 2022-02-08 16:24:23,737 - mmaction - INFO - Epoch [64][880/940] lr: 4.000e-01, eta: 2 days, 21:59:41, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5709, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.1437 2022-02-08 16:24:48,454 - mmaction - INFO - Epoch [64][900/940] lr: 4.000e-01, eta: 2 days, 21:56:37, time: 1.235, data_time: 0.059, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.1429 2022-02-08 16:25:13,468 - mmaction - INFO - Epoch [64][920/940] lr: 4.000e-01, eta: 2 days, 21:53:50, time: 1.251, data_time: 0.057, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5752, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.1358 2022-02-08 16:25:37,092 - mmaction - INFO - Epoch [64][940/940] lr: 4.000e-01, eta: 2 days, 21:49:58, time: 1.182, data_time: 0.054, memory: 9488, top1_acc: 0.3302, top5_acc: 0.5791, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1239 2022-02-08 16:28:43,808 - mmaction - INFO - Epoch [65][20/940] lr: 4.000e-01, eta: 2 days, 23:51:34, time: 9.063, data_time: 7.308, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5740, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.1621 2022-02-08 16:29:07,265 - mmaction - INFO - Epoch [65][40/940] lr: 4.000e-01, eta: 2 days, 23:46:58, time: 1.173, data_time: 0.048, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5891, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.1505 2022-02-08 16:29:30,948 - mmaction - INFO - Epoch [65][60/940] lr: 4.000e-01, eta: 2 days, 23:42:35, time: 1.184, data_time: 0.044, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5723, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1358 2022-02-08 16:29:54,847 - mmaction - INFO - Epoch [65][80/940] lr: 4.000e-01, eta: 2 days, 23:38:25, time: 1.195, data_time: 0.047, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5770, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1317 2022-02-08 16:30:18,821 - mmaction - INFO - Epoch [65][100/940] lr: 4.000e-01, eta: 2 days, 23:34:21, time: 1.199, data_time: 0.048, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5910, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.1373 2022-02-08 16:30:43,201 - mmaction - INFO - Epoch [65][120/940] lr: 4.000e-01, eta: 2 days, 23:30:37, time: 1.219, data_time: 0.056, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5834, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1121 2022-02-08 16:31:07,735 - mmaction - INFO - Epoch [65][140/940] lr: 4.000e-01, eta: 2 days, 23:27:04, time: 1.228, data_time: 0.054, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5881, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.1667 2022-02-08 16:31:32,324 - mmaction - INFO - Epoch [65][160/940] lr: 4.000e-01, eta: 2 days, 23:23:34, time: 1.229, data_time: 0.060, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5803, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.1518 2022-02-08 16:31:57,124 - mmaction - INFO - Epoch [65][180/940] lr: 4.000e-01, eta: 2 days, 23:20:16, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5887, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.1294 2022-02-08 16:32:22,229 - mmaction - INFO - Epoch [65][200/940] lr: 4.000e-01, eta: 2 days, 23:17:13, time: 1.255, data_time: 0.083, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5904, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.1636 2022-02-08 16:32:46,963 - mmaction - INFO - Epoch [65][220/940] lr: 4.000e-01, eta: 2 days, 23:13:55, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5809, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1341 2022-02-08 16:33:11,652 - mmaction - INFO - Epoch [65][240/940] lr: 4.000e-01, eta: 2 days, 23:10:37, time: 1.234, data_time: 0.063, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5803, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.1560 2022-02-08 16:33:36,432 - mmaction - INFO - Epoch [65][260/940] lr: 4.000e-01, eta: 2 days, 23:07:25, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.3105, top5_acc: 0.5701, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.1289 2022-02-08 16:34:01,241 - mmaction - INFO - Epoch [65][280/940] lr: 4.000e-01, eta: 2 days, 23:04:16, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5754, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.1500 2022-02-08 16:34:25,943 - mmaction - INFO - Epoch [65][300/940] lr: 4.000e-01, eta: 2 days, 23:01:03, time: 1.235, data_time: 0.065, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5832, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.1384 2022-02-08 16:34:50,980 - mmaction - INFO - Epoch [65][320/940] lr: 4.000e-01, eta: 2 days, 22:58:07, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1405 2022-02-08 16:35:15,856 - mmaction - INFO - Epoch [65][340/940] lr: 4.000e-01, eta: 2 days, 22:55:06, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5867, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1376 2022-02-08 16:35:41,048 - mmaction - INFO - Epoch [65][360/940] lr: 4.000e-01, eta: 2 days, 22:52:19, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.3148, top5_acc: 0.5859, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.1454 2022-02-08 16:36:06,100 - mmaction - INFO - Epoch [65][380/940] lr: 4.000e-01, eta: 2 days, 22:49:29, time: 1.253, data_time: 0.052, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1406 2022-02-08 16:36:31,097 - mmaction - INFO - Epoch [65][400/940] lr: 4.000e-01, eta: 2 days, 22:46:37, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5748, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1504 2022-02-08 16:36:56,145 - mmaction - INFO - Epoch [65][420/940] lr: 4.000e-01, eta: 2 days, 22:43:48, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5807, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.1546 2022-02-08 16:37:21,230 - mmaction - INFO - Epoch [65][440/940] lr: 4.000e-01, eta: 2 days, 22:41:04, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5881, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.1436 2022-02-08 16:37:46,389 - mmaction - INFO - Epoch [65][460/940] lr: 4.000e-01, eta: 2 days, 22:38:22, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5893, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1578 2022-02-08 16:38:11,477 - mmaction - INFO - Epoch [65][480/940] lr: 4.000e-01, eta: 2 days, 22:35:40, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5770, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1517 2022-02-08 16:38:36,540 - mmaction - INFO - Epoch [65][500/940] lr: 4.000e-01, eta: 2 days, 22:32:57, time: 1.253, data_time: 0.059, memory: 9488, top1_acc: 0.3137, top5_acc: 0.5715, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1475 2022-02-08 16:39:01,647 - mmaction - INFO - Epoch [65][520/940] lr: 4.000e-01, eta: 2 days, 22:30:18, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5789, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.1378 2022-02-08 16:39:26,537 - mmaction - INFO - Epoch [65][540/940] lr: 4.000e-01, eta: 2 days, 22:27:31, time: 1.244, data_time: 0.058, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5809, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.1310 2022-02-08 16:39:51,776 - mmaction - INFO - Epoch [65][560/940] lr: 4.000e-01, eta: 2 days, 22:25:00, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5686, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.1422 2022-02-08 16:40:16,677 - mmaction - INFO - Epoch [65][580/940] lr: 4.000e-01, eta: 2 days, 22:22:16, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5838, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.1653 2022-02-08 16:40:42,028 - mmaction - INFO - Epoch [65][600/940] lr: 4.000e-01, eta: 2 days, 22:19:51, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.3094, top5_acc: 0.5721, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1538 2022-02-08 16:41:07,000 - mmaction - INFO - Epoch [65][620/940] lr: 4.000e-01, eta: 2 days, 22:17:13, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5713, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1330 2022-02-08 16:41:32,074 - mmaction - INFO - Epoch [65][640/940] lr: 4.000e-01, eta: 2 days, 22:14:40, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1555 2022-02-08 16:41:57,215 - mmaction - INFO - Epoch [65][660/940] lr: 4.000e-01, eta: 2 days, 22:12:10, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5906, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.1510 2022-02-08 16:42:21,970 - mmaction - INFO - Epoch [65][680/940] lr: 4.000e-01, eta: 2 days, 22:09:26, time: 1.238, data_time: 0.052, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5770, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1460 2022-02-08 16:42:46,690 - mmaction - INFO - Epoch [65][700/940] lr: 4.000e-01, eta: 2 days, 22:06:42, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5775, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1441 2022-02-08 16:43:11,742 - mmaction - INFO - Epoch [65][720/940] lr: 4.000e-01, eta: 2 days, 22:04:13, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5771, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.1201 2022-02-08 16:43:36,562 - mmaction - INFO - Epoch [65][740/940] lr: 4.000e-01, eta: 2 days, 22:01:35, time: 1.240, data_time: 0.054, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5732, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1417 2022-02-08 16:44:01,560 - mmaction - INFO - Epoch [65][760/940] lr: 4.000e-01, eta: 2 days, 21:59:06, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5842, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.1467 2022-02-08 16:44:26,396 - mmaction - INFO - Epoch [65][780/940] lr: 4.000e-01, eta: 2 days, 21:56:30, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5787, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1214 2022-02-08 16:44:51,488 - mmaction - INFO - Epoch [65][800/940] lr: 4.000e-01, eta: 2 days, 21:54:07, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5736, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.1514 2022-02-08 16:45:16,355 - mmaction - INFO - Epoch [65][820/940] lr: 4.000e-01, eta: 2 days, 21:51:35, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5699, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1563 2022-02-08 16:45:41,376 - mmaction - INFO - Epoch [65][840/940] lr: 4.000e-01, eta: 2 days, 21:49:11, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5773, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.1559 2022-02-08 16:46:06,468 - mmaction - INFO - Epoch [65][860/940] lr: 4.000e-01, eta: 2 days, 21:46:51, time: 1.255, data_time: 0.056, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5813, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1349 2022-02-08 16:46:31,011 - mmaction - INFO - Epoch [65][880/940] lr: 4.000e-01, eta: 2 days, 21:44:11, time: 1.228, data_time: 0.062, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5805, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1432 2022-02-08 16:46:56,153 - mmaction - INFO - Epoch [65][900/940] lr: 4.000e-01, eta: 2 days, 21:41:54, time: 1.256, data_time: 0.045, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5867, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.1410 2022-02-08 16:47:21,198 - mmaction - INFO - Epoch [65][920/940] lr: 4.000e-01, eta: 2 days, 21:39:35, time: 1.252, data_time: 0.058, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5791, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1630 2022-02-08 16:47:44,931 - mmaction - INFO - Epoch [65][940/940] lr: 4.000e-01, eta: 2 days, 21:36:27, time: 1.187, data_time: 0.051, memory: 9488, top1_acc: 0.3249, top5_acc: 0.5751, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1636 2022-02-08 16:47:49,404 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-08 16:47:49,407 - mmaction - INFO - 110 BN found 2022-02-08 16:51:50,365 - mmaction - INFO - BN stats updated 2022-02-08 16:51:52,371 - mmaction - INFO - Saving checkpoint at 65 epochs 2022-02-08 16:55:12,120 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 16:55:12,943 - mmaction - INFO - top1_acc 0.4025 top5_acc 0.6835 2022-02-08 16:55:12,944 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 16:55:13,093 - mmaction - INFO - mean_acc 0.4023 2022-02-08 16:55:13,095 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_55.pth was removed 2022-02-08 16:55:15,786 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_65.pth. 2022-02-08 16:55:15,787 - mmaction - INFO - Best top1_acc is 0.4025 at 65 epoch. 2022-02-08 16:55:15,795 - mmaction - INFO - Epoch(val) [65][78] top1_acc: 0.4025, top5_acc: 0.6835, mean_class_accuracy: 0.4023 2022-02-08 16:58:05,860 - mmaction - INFO - Epoch [66][20/940] lr: 4.000e-01, eta: 2 days, 23:06:03, time: 8.500, data_time: 6.531, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5750, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1681 2022-02-08 16:58:29,152 - mmaction - INFO - Epoch [66][40/940] lr: 4.000e-01, eta: 2 days, 23:02:16, time: 1.164, data_time: 0.050, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5791, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.1397 2022-02-08 16:58:52,636 - mmaction - INFO - Epoch [66][60/940] lr: 4.000e-01, eta: 2 days, 22:58:39, time: 1.174, data_time: 0.053, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5863, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.1155 2022-02-08 16:59:16,223 - mmaction - INFO - Epoch [66][80/940] lr: 4.000e-01, eta: 2 days, 22:55:07, time: 1.179, data_time: 0.051, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5850, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.1476 2022-02-08 16:59:39,990 - mmaction - INFO - Epoch [66][100/940] lr: 4.000e-01, eta: 2 days, 22:51:43, time: 1.188, data_time: 0.049, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5861, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1621 2022-02-08 17:00:03,906 - mmaction - INFO - Epoch [66][120/940] lr: 4.000e-01, eta: 2 days, 22:48:27, time: 1.196, data_time: 0.048, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5834, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.1344 2022-02-08 17:00:28,073 - mmaction - INFO - Epoch [66][140/940] lr: 4.000e-01, eta: 2 days, 22:45:21, time: 1.209, data_time: 0.053, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5883, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.1749 2022-02-08 17:00:52,242 - mmaction - INFO - Epoch [66][160/940] lr: 4.000e-01, eta: 2 days, 22:42:16, time: 1.208, data_time: 0.044, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5865, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1476 2022-02-08 17:01:16,823 - mmaction - INFO - Epoch [66][180/940] lr: 4.000e-01, eta: 2 days, 22:39:29, time: 1.230, data_time: 0.053, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5813, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1459 2022-02-08 17:01:41,375 - mmaction - INFO - Epoch [66][200/940] lr: 4.000e-01, eta: 2 days, 22:36:41, time: 1.228, data_time: 0.060, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.1435 2022-02-08 17:02:06,374 - mmaction - INFO - Epoch [66][220/940] lr: 4.000e-01, eta: 2 days, 22:34:10, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5891, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.1444 2022-02-08 17:02:30,990 - mmaction - INFO - Epoch [66][240/940] lr: 4.000e-01, eta: 2 days, 22:31:27, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5701, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1635 2022-02-08 17:02:55,890 - mmaction - INFO - Epoch [66][260/940] lr: 4.000e-01, eta: 2 days, 22:28:55, time: 1.245, data_time: 0.052, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5764, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1596 2022-02-08 17:03:20,923 - mmaction - INFO - Epoch [66][280/940] lr: 4.000e-01, eta: 2 days, 22:26:29, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5879, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.1321 2022-02-08 17:03:45,945 - mmaction - INFO - Epoch [66][300/940] lr: 4.000e-01, eta: 2 days, 22:24:03, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5783, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.1327 2022-02-08 17:04:10,975 - mmaction - INFO - Epoch [66][320/940] lr: 4.000e-01, eta: 2 days, 22:21:39, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5752, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1529 2022-02-08 17:04:35,963 - mmaction - INFO - Epoch [66][340/940] lr: 4.000e-01, eta: 2 days, 22:19:14, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5861, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.1569 2022-02-08 17:05:00,959 - mmaction - INFO - Epoch [66][360/940] lr: 4.000e-01, eta: 2 days, 22:16:51, time: 1.251, data_time: 0.059, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5723, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1433 2022-02-08 17:05:26,027 - mmaction - INFO - Epoch [66][380/940] lr: 4.000e-01, eta: 2 days, 22:14:30, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5836, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1520 2022-02-08 17:05:50,866 - mmaction - INFO - Epoch [66][400/940] lr: 4.000e-01, eta: 2 days, 22:12:04, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5848, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1859 2022-02-08 17:06:16,099 - mmaction - INFO - Epoch [66][420/940] lr: 4.000e-01, eta: 2 days, 22:09:50, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5748, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.1330 2022-02-08 17:06:41,261 - mmaction - INFO - Epoch [66][440/940] lr: 4.000e-01, eta: 2 days, 22:07:36, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5848, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1442 2022-02-08 17:07:06,070 - mmaction - INFO - Epoch [66][460/940] lr: 4.000e-01, eta: 2 days, 22:05:11, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5717, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1353 2022-02-08 17:07:31,271 - mmaction - INFO - Epoch [66][480/940] lr: 4.000e-01, eta: 2 days, 22:03:00, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5816, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1579 2022-02-08 17:07:56,225 - mmaction - INFO - Epoch [66][500/940] lr: 4.000e-01, eta: 2 days, 22:00:41, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.3162, top5_acc: 0.5748, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.1356 2022-02-08 17:08:21,287 - mmaction - INFO - Epoch [66][520/940] lr: 4.000e-01, eta: 2 days, 21:58:27, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.3154, top5_acc: 0.5748, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1417 2022-02-08 17:08:46,504 - mmaction - INFO - Epoch [66][540/940] lr: 4.000e-01, eta: 2 days, 21:56:18, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5775, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1280 2022-02-08 17:09:11,599 - mmaction - INFO - Epoch [66][560/940] lr: 4.000e-01, eta: 2 days, 21:54:07, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5764, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1639 2022-02-08 17:09:36,767 - mmaction - INFO - Epoch [66][580/940] lr: 4.000e-01, eta: 2 days, 21:51:59, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.3385, top5_acc: 0.5842, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.1524 2022-02-08 17:10:01,843 - mmaction - INFO - Epoch [66][600/940] lr: 4.000e-01, eta: 2 days, 21:49:49, time: 1.255, data_time: 0.056, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5859, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.1407 2022-02-08 17:10:27,372 - mmaction - INFO - Epoch [66][620/940] lr: 4.000e-01, eta: 2 days, 21:47:54, time: 1.276, data_time: 0.062, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5660, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.1464 2022-02-08 17:10:52,269 - mmaction - INFO - Epoch [66][640/940] lr: 4.000e-01, eta: 2 days, 21:45:39, time: 1.245, data_time: 0.058, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5840, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.1489 2022-02-08 17:11:17,199 - mmaction - INFO - Epoch [66][660/940] lr: 4.000e-01, eta: 2 days, 21:43:26, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5752, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.1544 2022-02-08 17:11:42,105 - mmaction - INFO - Epoch [66][680/940] lr: 4.000e-01, eta: 2 days, 21:41:13, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5881, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1341 2022-02-08 17:12:07,535 - mmaction - INFO - Epoch [66][700/940] lr: 4.000e-01, eta: 2 days, 21:39:18, time: 1.271, data_time: 0.069, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5645, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1523 2022-02-08 17:12:32,719 - mmaction - INFO - Epoch [66][720/940] lr: 4.000e-01, eta: 2 days, 21:37:15, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5793, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1499 2022-02-08 17:12:57,714 - mmaction - INFO - Epoch [66][740/940] lr: 4.000e-01, eta: 2 days, 21:35:07, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5824, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1387 2022-02-08 17:13:22,875 - mmaction - INFO - Epoch [66][760/940] lr: 4.000e-01, eta: 2 days, 21:33:06, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5828, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1525 2022-02-08 17:13:47,681 - mmaction - INFO - Epoch [66][780/940] lr: 4.000e-01, eta: 2 days, 21:30:53, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5709, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.1292 2022-02-08 17:14:12,686 - mmaction - INFO - Epoch [66][800/940] lr: 4.000e-01, eta: 2 days, 21:28:48, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5838, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.1244 2022-02-08 17:14:37,397 - mmaction - INFO - Epoch [66][820/940] lr: 4.000e-01, eta: 2 days, 21:26:34, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5869, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1494 2022-02-08 17:15:02,265 - mmaction - INFO - Epoch [66][840/940] lr: 4.000e-01, eta: 2 days, 21:24:26, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5783, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1477 2022-02-08 17:15:27,280 - mmaction - INFO - Epoch [66][860/940] lr: 4.000e-01, eta: 2 days, 21:22:23, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5846, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1560 2022-02-08 17:15:52,262 - mmaction - INFO - Epoch [66][880/940] lr: 4.000e-01, eta: 2 days, 21:20:20, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5740, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1523 2022-02-08 17:16:17,302 - mmaction - INFO - Epoch [66][900/940] lr: 4.000e-01, eta: 2 days, 21:18:19, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5781, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.1329 2022-02-08 17:16:42,281 - mmaction - INFO - Epoch [66][920/940] lr: 4.000e-01, eta: 2 days, 21:16:17, time: 1.249, data_time: 0.050, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5771, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1619 2022-02-08 17:17:06,077 - mmaction - INFO - Epoch [66][940/940] lr: 4.000e-01, eta: 2 days, 21:13:39, time: 1.191, data_time: 0.050, memory: 9488, top1_acc: 0.3202, top5_acc: 0.5779, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1477 2022-02-08 17:20:52,627 - mmaction - INFO - Epoch [67][20/940] lr: 4.000e-01, eta: 2 days, 22:55:42, time: 11.142, data_time: 7.778, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5820, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1464 2022-02-08 17:21:15,895 - mmaction - INFO - Epoch [67][40/940] lr: 4.000e-01, eta: 2 days, 22:52:26, time: 1.164, data_time: 0.047, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5605, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.1331 2022-02-08 17:21:39,703 - mmaction - INFO - Epoch [67][60/940] lr: 4.000e-01, eta: 2 days, 22:49:27, time: 1.189, data_time: 0.042, memory: 9488, top1_acc: 0.3418, top5_acc: 0.5930, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.1241 2022-02-08 17:22:03,293 - mmaction - INFO - Epoch [67][80/940] lr: 4.000e-01, eta: 2 days, 22:46:24, time: 1.181, data_time: 0.046, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5797, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.1665 2022-02-08 17:22:26,965 - mmaction - INFO - Epoch [67][100/940] lr: 4.000e-01, eta: 2 days, 22:43:23, time: 1.181, data_time: 0.048, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5803, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1490 2022-02-08 17:22:50,917 - mmaction - INFO - Epoch [67][120/940] lr: 4.000e-01, eta: 2 days, 22:40:34, time: 1.200, data_time: 0.053, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5895, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.1274 2022-02-08 17:23:15,198 - mmaction - INFO - Epoch [67][140/940] lr: 4.000e-01, eta: 2 days, 22:37:55, time: 1.215, data_time: 0.054, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5738, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1555 2022-02-08 17:23:39,502 - mmaction - INFO - Epoch [67][160/940] lr: 4.000e-01, eta: 2 days, 22:35:17, time: 1.214, data_time: 0.051, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5865, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.1595 2022-02-08 17:24:03,920 - mmaction - INFO - Epoch [67][180/940] lr: 4.000e-01, eta: 2 days, 22:32:44, time: 1.221, data_time: 0.048, memory: 9488, top1_acc: 0.3129, top5_acc: 0.5668, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.1586 2022-02-08 17:24:28,391 - mmaction - INFO - Epoch [67][200/940] lr: 4.000e-01, eta: 2 days, 22:30:13, time: 1.224, data_time: 0.057, memory: 9488, top1_acc: 0.3139, top5_acc: 0.5664, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.1362 2022-02-08 17:24:53,115 - mmaction - INFO - Epoch [67][220/940] lr: 4.000e-01, eta: 2 days, 22:27:52, time: 1.237, data_time: 0.055, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5805, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1293 2022-02-08 17:25:17,550 - mmaction - INFO - Epoch [67][240/940] lr: 4.000e-01, eta: 2 days, 22:25:21, time: 1.221, data_time: 0.051, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5695, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.1400 2022-02-08 17:25:42,457 - mmaction - INFO - Epoch [67][260/940] lr: 4.000e-01, eta: 2 days, 22:23:07, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5863, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1739 2022-02-08 17:26:07,457 - mmaction - INFO - Epoch [67][280/940] lr: 4.000e-01, eta: 2 days, 22:20:55, time: 1.250, data_time: 0.058, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5795, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1457 2022-02-08 17:26:32,275 - mmaction - INFO - Epoch [67][300/940] lr: 4.000e-01, eta: 2 days, 22:18:39, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.3129, top5_acc: 0.5795, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1489 2022-02-08 17:26:57,237 - mmaction - INFO - Epoch [67][320/940] lr: 4.000e-01, eta: 2 days, 22:16:28, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5758, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1506 2022-02-08 17:27:22,159 - mmaction - INFO - Epoch [67][340/940] lr: 4.000e-01, eta: 2 days, 22:14:17, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5740, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1299 2022-02-08 17:27:47,067 - mmaction - INFO - Epoch [67][360/940] lr: 4.000e-01, eta: 2 days, 22:12:05, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5918, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.1377 2022-02-08 17:28:12,237 - mmaction - INFO - Epoch [67][380/940] lr: 4.000e-01, eta: 2 days, 22:10:03, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5783, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.1303 2022-02-08 17:28:37,422 - mmaction - INFO - Epoch [67][400/940] lr: 4.000e-01, eta: 2 days, 22:08:02, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5859, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1636 2022-02-08 17:29:02,357 - mmaction - INFO - Epoch [67][420/940] lr: 4.000e-01, eta: 2 days, 22:05:53, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5848, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.1475 2022-02-08 17:29:27,356 - mmaction - INFO - Epoch [67][440/940] lr: 4.000e-01, eta: 2 days, 22:03:47, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5756, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1461 2022-02-08 17:29:52,231 - mmaction - INFO - Epoch [67][460/940] lr: 4.000e-01, eta: 2 days, 22:01:38, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5691, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1419 2022-02-08 17:30:16,891 - mmaction - INFO - Epoch [67][480/940] lr: 4.000e-01, eta: 2 days, 21:59:24, time: 1.233, data_time: 0.057, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5783, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.1523 2022-02-08 17:30:41,677 - mmaction - INFO - Epoch [67][500/940] lr: 4.000e-01, eta: 2 days, 21:57:14, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.3141, top5_acc: 0.5748, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1583 2022-02-08 17:31:06,418 - mmaction - INFO - Epoch [67][520/940] lr: 4.000e-01, eta: 2 days, 21:55:04, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5848, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1354 2022-02-08 17:31:31,493 - mmaction - INFO - Epoch [67][540/940] lr: 4.000e-01, eta: 2 days, 21:53:03, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5799, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.1560 2022-02-08 17:31:56,489 - mmaction - INFO - Epoch [67][560/940] lr: 4.000e-01, eta: 2 days, 21:51:01, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5770, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.1056 2022-02-08 17:32:21,400 - mmaction - INFO - Epoch [67][580/940] lr: 4.000e-01, eta: 2 days, 21:48:57, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5760, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.1488 2022-02-08 17:32:45,990 - mmaction - INFO - Epoch [67][600/940] lr: 4.000e-01, eta: 2 days, 21:46:45, time: 1.230, data_time: 0.059, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5795, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.1345 2022-02-08 17:33:10,803 - mmaction - INFO - Epoch [67][620/940] lr: 4.000e-01, eta: 2 days, 21:44:40, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5859, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.1697 2022-02-08 17:33:35,618 - mmaction - INFO - Epoch [67][640/940] lr: 4.000e-01, eta: 2 days, 21:42:35, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.1425 2022-02-08 17:34:00,342 - mmaction - INFO - Epoch [67][660/940] lr: 4.000e-01, eta: 2 days, 21:40:29, time: 1.236, data_time: 0.061, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5764, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.1377 2022-02-08 17:34:25,304 - mmaction - INFO - Epoch [67][680/940] lr: 4.000e-01, eta: 2 days, 21:38:30, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5695, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.1487 2022-02-08 17:34:50,009 - mmaction - INFO - Epoch [67][700/940] lr: 4.000e-01, eta: 2 days, 21:36:23, time: 1.235, data_time: 0.069, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5803, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1485 2022-02-08 17:35:14,651 - mmaction - INFO - Epoch [67][720/940] lr: 4.000e-01, eta: 2 days, 21:34:17, time: 1.233, data_time: 0.060, memory: 9488, top1_acc: 0.3447, top5_acc: 0.5934, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.1649 2022-02-08 17:35:39,579 - mmaction - INFO - Epoch [67][740/940] lr: 4.000e-01, eta: 2 days, 21:32:19, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5734, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.1563 2022-02-08 17:36:04,335 - mmaction - INFO - Epoch [67][760/940] lr: 4.000e-01, eta: 2 days, 21:30:16, time: 1.237, data_time: 0.069, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5805, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1604 2022-02-08 17:36:29,058 - mmaction - INFO - Epoch [67][780/940] lr: 4.000e-01, eta: 2 days, 21:28:13, time: 1.236, data_time: 0.061, memory: 9488, top1_acc: 0.3148, top5_acc: 0.5818, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1421 2022-02-08 17:36:53,953 - mmaction - INFO - Epoch [67][800/940] lr: 4.000e-01, eta: 2 days, 21:26:16, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.1376 2022-02-08 17:37:19,048 - mmaction - INFO - Epoch [67][820/940] lr: 4.000e-01, eta: 2 days, 21:24:25, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5744, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.1306 2022-02-08 17:37:43,878 - mmaction - INFO - Epoch [67][840/940] lr: 4.000e-01, eta: 2 days, 21:22:27, time: 1.242, data_time: 0.080, memory: 9488, top1_acc: 0.3168, top5_acc: 0.5828, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1446 2022-02-08 17:38:09,074 - mmaction - INFO - Epoch [67][860/940] lr: 4.000e-01, eta: 2 days, 21:20:39, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5740, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1289 2022-02-08 17:38:34,121 - mmaction - INFO - Epoch [67][880/940] lr: 4.000e-01, eta: 2 days, 21:18:48, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.3174, top5_acc: 0.5727, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1480 2022-02-08 17:38:59,066 - mmaction - INFO - Epoch [67][900/940] lr: 4.000e-01, eta: 2 days, 21:16:55, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.3402, top5_acc: 0.5799, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1499 2022-02-08 17:39:24,298 - mmaction - INFO - Epoch [67][920/940] lr: 4.000e-01, eta: 2 days, 21:15:10, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5867, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.1337 2022-02-08 17:39:48,092 - mmaction - INFO - Epoch [67][940/940] lr: 4.000e-01, eta: 2 days, 21:12:46, time: 1.189, data_time: 0.056, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5810, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.1354 2022-02-08 17:43:32,325 - mmaction - INFO - Epoch [68][20/940] lr: 4.000e-01, eta: 2 days, 22:37:14, time: 10.869, data_time: 8.166, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5850, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.1428 2022-02-08 17:43:55,708 - mmaction - INFO - Epoch [68][40/940] lr: 4.000e-01, eta: 2 days, 22:34:26, time: 1.171, data_time: 0.053, memory: 9488, top1_acc: 0.3385, top5_acc: 0.5877, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.1421 2022-02-08 17:44:20,684 - mmaction - INFO - Epoch [68][60/940] lr: 4.000e-01, eta: 2 days, 22:32:20, time: 1.249, data_time: 0.043, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5879, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.1528 2022-02-08 17:44:44,829 - mmaction - INFO - Epoch [68][80/940] lr: 4.000e-01, eta: 2 days, 22:29:53, time: 1.207, data_time: 0.045, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5744, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.1692 2022-02-08 17:45:09,030 - mmaction - INFO - Epoch [68][100/940] lr: 4.000e-01, eta: 2 days, 22:27:28, time: 1.210, data_time: 0.049, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5713, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1412 2022-02-08 17:45:33,400 - mmaction - INFO - Epoch [68][120/940] lr: 4.000e-01, eta: 2 days, 22:25:08, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5895, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.1424 2022-02-08 17:45:57,866 - mmaction - INFO - Epoch [68][140/940] lr: 4.000e-01, eta: 2 days, 22:22:52, time: 1.224, data_time: 0.050, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5811, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.1488 2022-02-08 17:46:22,556 - mmaction - INFO - Epoch [68][160/940] lr: 4.000e-01, eta: 2 days, 22:20:41, time: 1.234, data_time: 0.053, memory: 9488, top1_acc: 0.3174, top5_acc: 0.5709, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1308 2022-02-08 17:46:47,222 - mmaction - INFO - Epoch [68][180/940] lr: 4.000e-01, eta: 2 days, 22:18:31, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5848, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.1461 2022-02-08 17:47:12,166 - mmaction - INFO - Epoch [68][200/940] lr: 4.000e-01, eta: 2 days, 22:16:29, time: 1.247, data_time: 0.052, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5762, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.1321 2022-02-08 17:47:36,684 - mmaction - INFO - Epoch [68][220/940] lr: 4.000e-01, eta: 2 days, 22:14:16, time: 1.226, data_time: 0.050, memory: 9488, top1_acc: 0.3404, top5_acc: 0.5883, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.1231 2022-02-08 17:48:01,464 - mmaction - INFO - Epoch [68][240/940] lr: 4.000e-01, eta: 2 days, 22:12:11, time: 1.239, data_time: 0.053, memory: 9488, top1_acc: 0.3479, top5_acc: 0.5928, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.1610 2022-02-08 17:48:26,094 - mmaction - INFO - Epoch [68][260/940] lr: 4.000e-01, eta: 2 days, 22:10:02, time: 1.232, data_time: 0.057, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5645, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1436 2022-02-08 17:48:50,874 - mmaction - INFO - Epoch [68][280/940] lr: 4.000e-01, eta: 2 days, 22:07:59, time: 1.240, data_time: 0.054, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5910, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.1351 2022-02-08 17:49:15,514 - mmaction - INFO - Epoch [68][300/940] lr: 4.000e-01, eta: 2 days, 22:05:51, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5824, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1392 2022-02-08 17:49:40,446 - mmaction - INFO - Epoch [68][320/940] lr: 4.000e-01, eta: 2 days, 22:03:52, time: 1.247, data_time: 0.053, memory: 9488, top1_acc: 0.3434, top5_acc: 0.5951, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.1460 2022-02-08 17:50:05,200 - mmaction - INFO - Epoch [68][340/940] lr: 4.000e-01, eta: 2 days, 22:01:49, time: 1.238, data_time: 0.073, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5836, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1585 2022-02-08 17:50:29,943 - mmaction - INFO - Epoch [68][360/940] lr: 4.000e-01, eta: 2 days, 21:59:46, time: 1.237, data_time: 0.053, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5768, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1423 2022-02-08 17:50:54,642 - mmaction - INFO - Epoch [68][380/940] lr: 4.000e-01, eta: 2 days, 21:57:43, time: 1.235, data_time: 0.049, memory: 9488, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1560 2022-02-08 17:51:19,576 - mmaction - INFO - Epoch [68][400/940] lr: 4.000e-01, eta: 2 days, 21:55:46, time: 1.247, data_time: 0.057, memory: 9488, top1_acc: 0.3428, top5_acc: 0.5986, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.1412 2022-02-08 17:51:44,225 - mmaction - INFO - Epoch [68][420/940] lr: 4.000e-01, eta: 2 days, 21:53:43, time: 1.232, data_time: 0.068, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5732, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.1618 2022-02-08 17:52:09,095 - mmaction - INFO - Epoch [68][440/940] lr: 4.000e-01, eta: 2 days, 21:51:45, time: 1.243, data_time: 0.049, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5746, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1420 2022-02-08 17:52:34,128 - mmaction - INFO - Epoch [68][460/940] lr: 4.000e-01, eta: 2 days, 21:49:52, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.3133, top5_acc: 0.5699, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1412 2022-02-08 17:52:59,041 - mmaction - INFO - Epoch [68][480/940] lr: 4.000e-01, eta: 2 days, 21:47:57, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5729, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1546 2022-02-08 17:53:23,936 - mmaction - INFO - Epoch [68][500/940] lr: 4.000e-01, eta: 2 days, 21:46:02, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5957, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.1359 2022-02-08 17:53:48,866 - mmaction - INFO - Epoch [68][520/940] lr: 4.000e-01, eta: 2 days, 21:44:08, time: 1.247, data_time: 0.050, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5818, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.1219 2022-02-08 17:54:14,007 - mmaction - INFO - Epoch [68][540/940] lr: 4.000e-01, eta: 2 days, 21:42:20, time: 1.257, data_time: 0.059, memory: 9488, top1_acc: 0.3115, top5_acc: 0.5813, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.1615 2022-02-08 17:54:38,851 - mmaction - INFO - Epoch [68][560/940] lr: 4.000e-01, eta: 2 days, 21:40:26, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.3111, top5_acc: 0.5721, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1683 2022-02-08 17:55:03,450 - mmaction - INFO - Epoch [68][580/940] lr: 4.000e-01, eta: 2 days, 21:38:25, time: 1.229, data_time: 0.055, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5689, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1483 2022-02-08 17:55:28,740 - mmaction - INFO - Epoch [68][600/940] lr: 4.000e-01, eta: 2 days, 21:36:42, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5746, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1672 2022-02-08 17:55:53,811 - mmaction - INFO - Epoch [68][620/940] lr: 4.000e-01, eta: 2 days, 21:34:54, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.3125, top5_acc: 0.5699, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1412 2022-02-08 17:56:18,726 - mmaction - INFO - Epoch [68][640/940] lr: 4.000e-01, eta: 2 days, 21:33:03, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5896, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1422 2022-02-08 17:56:43,826 - mmaction - INFO - Epoch [68][660/940] lr: 4.000e-01, eta: 2 days, 21:31:17, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5699, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1332 2022-02-08 17:57:08,502 - mmaction - INFO - Epoch [68][680/940] lr: 4.000e-01, eta: 2 days, 21:29:20, time: 1.234, data_time: 0.058, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5727, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1476 2022-02-08 17:57:33,409 - mmaction - INFO - Epoch [68][700/940] lr: 4.000e-01, eta: 2 days, 21:27:31, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5777, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1357 2022-02-08 17:57:58,725 - mmaction - INFO - Epoch [68][720/940] lr: 4.000e-01, eta: 2 days, 21:25:51, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5877, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.1153 2022-02-08 17:58:23,473 - mmaction - INFO - Epoch [68][740/940] lr: 4.000e-01, eta: 2 days, 21:23:58, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.3135, top5_acc: 0.5633, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.1454 2022-02-08 17:58:48,426 - mmaction - INFO - Epoch [68][760/940] lr: 4.000e-01, eta: 2 days, 21:22:10, time: 1.248, data_time: 0.044, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5721, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1274 2022-02-08 17:59:13,446 - mmaction - INFO - Epoch [68][780/940] lr: 4.000e-01, eta: 2 days, 21:20:25, time: 1.251, data_time: 0.056, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5727, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.1391 2022-02-08 17:59:38,129 - mmaction - INFO - Epoch [68][800/940] lr: 4.000e-01, eta: 2 days, 21:18:32, time: 1.234, data_time: 0.048, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5752, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1240 2022-02-08 18:00:02,979 - mmaction - INFO - Epoch [68][820/940] lr: 4.000e-01, eta: 2 days, 21:16:43, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5799, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1423 2022-02-08 18:00:27,791 - mmaction - INFO - Epoch [68][840/940] lr: 4.000e-01, eta: 2 days, 21:14:54, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5693, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1556 2022-02-08 18:00:52,764 - mmaction - INFO - Epoch [68][860/940] lr: 4.000e-01, eta: 2 days, 21:13:09, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5703, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.1222 2022-02-08 18:01:17,636 - mmaction - INFO - Epoch [68][880/940] lr: 4.000e-01, eta: 2 days, 21:11:22, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5813, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1441 2022-02-08 18:01:42,580 - mmaction - INFO - Epoch [68][900/940] lr: 4.000e-01, eta: 2 days, 21:09:38, time: 1.247, data_time: 0.059, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5762, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.1550 2022-02-08 18:02:07,541 - mmaction - INFO - Epoch [68][920/940] lr: 4.000e-01, eta: 2 days, 21:07:54, time: 1.248, data_time: 0.054, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5857, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.1403 2022-02-08 18:02:31,199 - mmaction - INFO - Epoch [68][940/940] lr: 4.000e-01, eta: 2 days, 21:05:40, time: 1.183, data_time: 0.057, memory: 9488, top1_acc: 0.3204, top5_acc: 0.5696, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1548 2022-02-08 18:06:08,409 - mmaction - INFO - Epoch [69][20/940] lr: 4.000e-01, eta: 2 days, 22:17:08, time: 10.617, data_time: 7.912, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5779, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1324 2022-02-08 18:06:31,653 - mmaction - INFO - Epoch [69][40/940] lr: 4.000e-01, eta: 2 days, 22:14:35, time: 1.165, data_time: 0.048, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5871, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1530 2022-02-08 18:06:55,090 - mmaction - INFO - Epoch [69][60/940] lr: 4.000e-01, eta: 2 days, 22:12:05, time: 1.172, data_time: 0.053, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5813, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.1325 2022-02-08 18:07:18,761 - mmaction - INFO - Epoch [69][80/940] lr: 4.000e-01, eta: 2 days, 22:09:41, time: 1.183, data_time: 0.044, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5863, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.1430 2022-02-08 18:07:42,476 - mmaction - INFO - Epoch [69][100/940] lr: 4.000e-01, eta: 2 days, 22:07:20, time: 1.186, data_time: 0.047, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5873, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.1845 2022-02-08 18:08:06,455 - mmaction - INFO - Epoch [69][120/940] lr: 4.000e-01, eta: 2 days, 22:05:05, time: 1.199, data_time: 0.052, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5754, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.1278 2022-02-08 18:08:30,800 - mmaction - INFO - Epoch [69][140/940] lr: 4.000e-01, eta: 2 days, 22:02:59, time: 1.217, data_time: 0.056, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5904, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.1343 2022-02-08 18:08:55,140 - mmaction - INFO - Epoch [69][160/940] lr: 4.000e-01, eta: 2 days, 22:00:53, time: 1.217, data_time: 0.049, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.1386 2022-02-08 18:09:19,719 - mmaction - INFO - Epoch [69][180/940] lr: 4.000e-01, eta: 2 days, 21:58:53, time: 1.229, data_time: 0.050, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5689, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.1802 2022-02-08 18:09:44,208 - mmaction - INFO - Epoch [69][200/940] lr: 4.000e-01, eta: 2 days, 21:56:52, time: 1.224, data_time: 0.056, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5879, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.1485 2022-02-08 18:10:09,014 - mmaction - INFO - Epoch [69][220/940] lr: 4.000e-01, eta: 2 days, 21:54:59, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5803, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.1487 2022-02-08 18:10:33,911 - mmaction - INFO - Epoch [69][240/940] lr: 4.000e-01, eta: 2 days, 21:53:08, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5932, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.1526 2022-02-08 18:10:58,910 - mmaction - INFO - Epoch [69][260/940] lr: 4.000e-01, eta: 2 days, 21:51:19, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5852, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.1562 2022-02-08 18:11:24,002 - mmaction - INFO - Epoch [69][280/940] lr: 4.000e-01, eta: 2 days, 21:49:34, time: 1.255, data_time: 0.055, memory: 9488, top1_acc: 0.3367, top5_acc: 0.5926, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.1561 2022-02-08 18:11:48,971 - mmaction - INFO - Epoch [69][300/940] lr: 4.000e-01, eta: 2 days, 21:47:46, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5816, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1462 2022-02-08 18:12:14,029 - mmaction - INFO - Epoch [69][320/940] lr: 4.000e-01, eta: 2 days, 21:46:00, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5811, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1470 2022-02-08 18:12:39,199 - mmaction - INFO - Epoch [69][340/940] lr: 4.000e-01, eta: 2 days, 21:44:17, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5846, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.1521 2022-02-08 18:13:04,243 - mmaction - INFO - Epoch [69][360/940] lr: 4.000e-01, eta: 2 days, 21:42:32, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5762, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1545 2022-02-08 18:13:29,377 - mmaction - INFO - Epoch [69][380/940] lr: 4.000e-01, eta: 2 days, 21:40:50, time: 1.257, data_time: 0.058, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5822, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.1448 2022-02-08 18:13:54,465 - mmaction - INFO - Epoch [69][400/940] lr: 4.000e-01, eta: 2 days, 21:39:06, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5811, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1367 2022-02-08 18:14:19,759 - mmaction - INFO - Epoch [69][420/940] lr: 4.000e-01, eta: 2 days, 21:37:28, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5844, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1464 2022-02-08 18:14:44,852 - mmaction - INFO - Epoch [69][440/940] lr: 4.000e-01, eta: 2 days, 21:35:46, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5781, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1495 2022-02-08 18:15:09,750 - mmaction - INFO - Epoch [69][460/940] lr: 4.000e-01, eta: 2 days, 21:34:00, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5705, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.1366 2022-02-08 18:15:34,977 - mmaction - INFO - Epoch [69][480/940] lr: 4.000e-01, eta: 2 days, 21:32:21, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5768, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.1643 2022-02-08 18:16:00,048 - mmaction - INFO - Epoch [69][500/940] lr: 4.000e-01, eta: 2 days, 21:30:39, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5859, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.1488 2022-02-08 18:16:25,043 - mmaction - INFO - Epoch [69][520/940] lr: 4.000e-01, eta: 2 days, 21:28:56, time: 1.250, data_time: 0.056, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5664, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1228 2022-02-08 18:16:50,285 - mmaction - INFO - Epoch [69][540/940] lr: 4.000e-01, eta: 2 days, 21:27:19, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5771, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1550 2022-02-08 18:17:15,297 - mmaction - INFO - Epoch [69][560/940] lr: 4.000e-01, eta: 2 days, 21:25:37, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5623, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1348 2022-02-08 18:17:40,220 - mmaction - INFO - Epoch [69][580/940] lr: 4.000e-01, eta: 2 days, 21:23:53, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5592, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.1560 2022-02-08 18:18:05,398 - mmaction - INFO - Epoch [69][600/940] lr: 4.000e-01, eta: 2 days, 21:22:16, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1273 2022-02-08 18:18:30,598 - mmaction - INFO - Epoch [69][620/940] lr: 4.000e-01, eta: 2 days, 21:20:39, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5732, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1513 2022-02-08 18:18:55,753 - mmaction - INFO - Epoch [69][640/940] lr: 4.000e-01, eta: 2 days, 21:19:02, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5730, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.1457 2022-02-08 18:19:20,956 - mmaction - INFO - Epoch [69][660/940] lr: 4.000e-01, eta: 2 days, 21:17:26, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5721, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1548 2022-02-08 18:19:46,082 - mmaction - INFO - Epoch [69][680/940] lr: 4.000e-01, eta: 2 days, 21:15:48, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5744, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1042 2022-02-08 18:20:11,398 - mmaction - INFO - Epoch [69][700/940] lr: 4.000e-01, eta: 2 days, 21:14:15, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.1423 2022-02-08 18:20:36,505 - mmaction - INFO - Epoch [69][720/940] lr: 4.000e-01, eta: 2 days, 21:12:38, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5740, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1435 2022-02-08 18:21:01,440 - mmaction - INFO - Epoch [69][740/940] lr: 4.000e-01, eta: 2 days, 21:10:58, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5910, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.1304 2022-02-08 18:21:26,519 - mmaction - INFO - Epoch [69][760/940] lr: 4.000e-01, eta: 2 days, 21:09:21, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5760, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.1281 2022-02-08 18:21:51,547 - mmaction - INFO - Epoch [69][780/940] lr: 4.000e-01, eta: 2 days, 21:07:44, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.3385, top5_acc: 0.5875, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.1453 2022-02-08 18:22:16,721 - mmaction - INFO - Epoch [69][800/940] lr: 4.000e-01, eta: 2 days, 21:06:09, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5904, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.1389 2022-02-08 18:22:41,948 - mmaction - INFO - Epoch [69][820/940] lr: 4.000e-01, eta: 2 days, 21:04:37, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5873, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1395 2022-02-08 18:23:07,510 - mmaction - INFO - Epoch [69][840/940] lr: 4.000e-01, eta: 2 days, 21:03:11, time: 1.277, data_time: 0.094, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5629, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1573 2022-02-08 18:23:32,535 - mmaction - INFO - Epoch [69][860/940] lr: 4.000e-01, eta: 2 days, 21:01:35, time: 1.251, data_time: 0.059, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1482 2022-02-08 18:23:57,722 - mmaction - INFO - Epoch [69][880/940] lr: 4.000e-01, eta: 2 days, 21:00:03, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.3133, top5_acc: 0.5725, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1646 2022-02-08 18:24:22,872 - mmaction - INFO - Epoch [69][900/940] lr: 4.000e-01, eta: 2 days, 20:58:29, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5799, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1358 2022-02-08 18:24:48,073 - mmaction - INFO - Epoch [69][920/940] lr: 4.000e-01, eta: 2 days, 20:56:58, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5660, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.1630 2022-02-08 18:25:11,724 - mmaction - INFO - Epoch [69][940/940] lr: 4.000e-01, eta: 2 days, 20:54:54, time: 1.183, data_time: 0.054, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5568, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.1333 2022-02-08 18:28:33,881 - mmaction - INFO - Epoch [70][20/940] lr: 4.000e-01, eta: 2 days, 21:53:03, time: 9.896, data_time: 7.046, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5824, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.1440 2022-02-08 18:28:57,104 - mmaction - INFO - Epoch [70][40/940] lr: 4.000e-01, eta: 2 days, 21:50:43, time: 1.161, data_time: 0.046, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5898, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.1517 2022-02-08 18:29:20,667 - mmaction - INFO - Epoch [70][60/940] lr: 4.000e-01, eta: 2 days, 21:48:30, time: 1.178, data_time: 0.042, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5906, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.1859 2022-02-08 18:29:44,563 - mmaction - INFO - Epoch [70][80/940] lr: 4.000e-01, eta: 2 days, 21:46:25, time: 1.195, data_time: 0.047, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5844, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.1204 2022-02-08 18:30:08,687 - mmaction - INFO - Epoch [70][100/940] lr: 4.000e-01, eta: 2 days, 21:44:24, time: 1.206, data_time: 0.048, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5793, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1276 2022-02-08 18:30:33,072 - mmaction - INFO - Epoch [70][120/940] lr: 4.000e-01, eta: 2 days, 21:42:30, time: 1.220, data_time: 0.057, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5742, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.1388 2022-02-08 18:30:57,537 - mmaction - INFO - Epoch [70][140/940] lr: 4.000e-01, eta: 2 days, 21:40:37, time: 1.222, data_time: 0.060, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5822, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.1473 2022-02-08 18:31:22,360 - mmaction - INFO - Epoch [70][160/940] lr: 4.000e-01, eta: 2 days, 21:38:52, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5771, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1496 2022-02-08 18:31:47,467 - mmaction - INFO - Epoch [70][180/940] lr: 4.000e-01, eta: 2 days, 21:37:14, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5799, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.1553 2022-02-08 18:32:12,271 - mmaction - INFO - Epoch [70][200/940] lr: 4.000e-01, eta: 2 days, 21:35:29, time: 1.240, data_time: 0.068, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5834, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.1484 2022-02-08 18:32:37,120 - mmaction - INFO - Epoch [70][220/940] lr: 4.000e-01, eta: 2 days, 21:33:46, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5895, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.1335 2022-02-08 18:33:02,096 - mmaction - INFO - Epoch [70][240/940] lr: 4.000e-01, eta: 2 days, 21:32:06, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5740, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.1388 2022-02-08 18:33:26,855 - mmaction - INFO - Epoch [70][260/940] lr: 4.000e-01, eta: 2 days, 21:30:22, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5846, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.1355 2022-02-08 18:33:51,837 - mmaction - INFO - Epoch [70][280/940] lr: 4.000e-01, eta: 2 days, 21:28:42, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5820, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1534 2022-02-08 18:34:16,665 - mmaction - INFO - Epoch [70][300/940] lr: 4.000e-01, eta: 2 days, 21:27:00, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5771, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.1387 2022-02-08 18:34:41,668 - mmaction - INFO - Epoch [70][320/940] lr: 4.000e-01, eta: 2 days, 21:25:22, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5895, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.1511 2022-02-08 18:35:06,747 - mmaction - INFO - Epoch [70][340/940] lr: 4.000e-01, eta: 2 days, 21:23:45, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1347 2022-02-08 18:35:31,824 - mmaction - INFO - Epoch [70][360/940] lr: 4.000e-01, eta: 2 days, 21:22:09, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5713, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1483 2022-02-08 18:35:56,751 - mmaction - INFO - Epoch [70][380/940] lr: 4.000e-01, eta: 2 days, 21:20:31, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1490 2022-02-08 18:36:21,727 - mmaction - INFO - Epoch [70][400/940] lr: 4.000e-01, eta: 2 days, 21:18:53, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5842, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.1477 2022-02-08 18:36:46,643 - mmaction - INFO - Epoch [70][420/940] lr: 4.000e-01, eta: 2 days, 21:17:15, time: 1.246, data_time: 0.075, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5682, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.1507 2022-02-08 18:37:11,799 - mmaction - INFO - Epoch [70][440/940] lr: 4.000e-01, eta: 2 days, 21:15:41, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5729, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1422 2022-02-08 18:37:36,672 - mmaction - INFO - Epoch [70][460/940] lr: 4.000e-01, eta: 2 days, 21:14:03, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5779, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1468 2022-02-08 18:38:01,455 - mmaction - INFO - Epoch [70][480/940] lr: 4.000e-01, eta: 2 days, 21:12:23, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5832, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.1203 2022-02-08 18:38:26,319 - mmaction - INFO - Epoch [70][500/940] lr: 4.000e-01, eta: 2 days, 21:10:45, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5922, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.1318 2022-02-08 18:38:51,287 - mmaction - INFO - Epoch [70][520/940] lr: 4.000e-01, eta: 2 days, 21:09:09, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5830, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1511 2022-02-08 18:39:16,223 - mmaction - INFO - Epoch [70][540/940] lr: 4.000e-01, eta: 2 days, 21:07:33, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5725, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1490 2022-02-08 18:39:41,231 - mmaction - INFO - Epoch [70][560/940] lr: 4.000e-01, eta: 2 days, 21:05:59, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3441, top5_acc: 0.5826, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.1353 2022-02-08 18:40:06,176 - mmaction - INFO - Epoch [70][580/940] lr: 4.000e-01, eta: 2 days, 21:04:23, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.3398, top5_acc: 0.5965, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.1728 2022-02-08 18:40:30,945 - mmaction - INFO - Epoch [70][600/940] lr: 4.000e-01, eta: 2 days, 21:02:45, time: 1.238, data_time: 0.072, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5809, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.1350 2022-02-08 18:40:55,874 - mmaction - INFO - Epoch [70][620/940] lr: 4.000e-01, eta: 2 days, 21:01:10, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5666, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.1584 2022-02-08 18:41:20,802 - mmaction - INFO - Epoch [70][640/940] lr: 4.000e-01, eta: 2 days, 20:59:36, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5879, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.1266 2022-02-08 18:41:45,800 - mmaction - INFO - Epoch [70][660/940] lr: 4.000e-01, eta: 2 days, 20:58:03, time: 1.249, data_time: 0.058, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5781, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1695 2022-02-08 18:42:10,991 - mmaction - INFO - Epoch [70][680/940] lr: 4.000e-01, eta: 2 days, 20:56:34, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5787, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1516 2022-02-08 18:42:36,058 - mmaction - INFO - Epoch [70][700/940] lr: 4.000e-01, eta: 2 days, 20:55:02, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5801, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1346 2022-02-08 18:43:01,278 - mmaction - INFO - Epoch [70][720/940] lr: 4.000e-01, eta: 2 days, 20:53:35, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5775, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.1345 2022-02-08 18:43:26,373 - mmaction - INFO - Epoch [70][740/940] lr: 4.000e-01, eta: 2 days, 20:52:05, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5832, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1362 2022-02-08 18:43:51,572 - mmaction - INFO - Epoch [70][760/940] lr: 4.000e-01, eta: 2 days, 20:50:37, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5803, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.1175 2022-02-08 18:44:16,780 - mmaction - INFO - Epoch [70][780/940] lr: 4.000e-01, eta: 2 days, 20:49:10, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5846, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.1939 2022-02-08 18:44:41,901 - mmaction - INFO - Epoch [70][800/940] lr: 4.000e-01, eta: 2 days, 20:47:41, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5760, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.1208 2022-02-08 18:45:06,955 - mmaction - INFO - Epoch [70][820/940] lr: 4.000e-01, eta: 2 days, 20:46:11, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5748, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1155 2022-02-08 18:45:32,086 - mmaction - INFO - Epoch [70][840/940] lr: 4.000e-01, eta: 2 days, 20:44:43, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.3135, top5_acc: 0.5703, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1682 2022-02-08 18:45:56,968 - mmaction - INFO - Epoch [70][860/940] lr: 4.000e-01, eta: 2 days, 20:43:11, time: 1.244, data_time: 0.072, memory: 9488, top1_acc: 0.3143, top5_acc: 0.5742, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.1367 2022-02-08 18:46:21,862 - mmaction - INFO - Epoch [70][880/940] lr: 4.000e-01, eta: 2 days, 20:41:39, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5781, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.1644 2022-02-08 18:46:46,633 - mmaction - INFO - Epoch [70][900/940] lr: 4.000e-01, eta: 2 days, 20:40:06, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5752, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.1502 2022-02-08 18:47:11,705 - mmaction - INFO - Epoch [70][920/940] lr: 4.000e-01, eta: 2 days, 20:38:38, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5703, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.1374 2022-02-08 18:47:35,333 - mmaction - INFO - Epoch [70][940/940] lr: 4.000e-01, eta: 2 days, 20:36:43, time: 1.182, data_time: 0.056, memory: 9488, top1_acc: 0.3364, top5_acc: 0.5814, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.1584 2022-02-08 18:47:39,375 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-08 18:47:39,378 - mmaction - INFO - 110 BN found 2022-02-08 18:51:37,339 - mmaction - INFO - BN stats updated 2022-02-08 18:51:39,343 - mmaction - INFO - Saving checkpoint at 70 epochs 2022-02-08 18:54:39,336 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 18:54:40,062 - mmaction - INFO - top1_acc 0.3981 top5_acc 0.6797 2022-02-08 18:54:40,062 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 18:54:40,112 - mmaction - INFO - mean_acc 0.3980 2022-02-08 18:54:40,120 - mmaction - INFO - Epoch(val) [70][78] top1_acc: 0.3981, top5_acc: 0.6797, mean_class_accuracy: 0.3980 2022-02-08 18:57:26,315 - mmaction - INFO - Epoch [71][20/940] lr: 4.000e-01, eta: 2 days, 21:18:54, time: 8.308, data_time: 7.176, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5775, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1670 2022-02-08 18:57:49,611 - mmaction - INFO - Epoch [71][40/940] lr: 4.000e-01, eta: 2 days, 21:16:48, time: 1.164, data_time: 0.052, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5840, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.1564 2022-02-08 18:58:12,947 - mmaction - INFO - Epoch [71][60/940] lr: 4.000e-01, eta: 2 days, 21:14:44, time: 1.168, data_time: 0.046, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5754, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1294 2022-02-08 18:58:36,684 - mmaction - INFO - Epoch [71][80/940] lr: 4.000e-01, eta: 2 days, 21:12:47, time: 1.186, data_time: 0.053, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5771, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1398 2022-02-08 18:59:00,448 - mmaction - INFO - Epoch [71][100/940] lr: 4.000e-01, eta: 2 days, 21:10:51, time: 1.189, data_time: 0.050, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5893, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.1484 2022-02-08 18:59:24,428 - mmaction - INFO - Epoch [71][120/940] lr: 4.000e-01, eta: 2 days, 21:08:59, time: 1.199, data_time: 0.047, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5848, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.1398 2022-02-08 18:59:48,936 - mmaction - INFO - Epoch [71][140/940] lr: 4.000e-01, eta: 2 days, 21:07:18, time: 1.225, data_time: 0.054, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.1472 2022-02-08 19:00:14,487 - mmaction - INFO - Epoch [71][160/940] lr: 4.000e-01, eta: 2 days, 21:05:56, time: 1.277, data_time: 0.110, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5855, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.1590 2022-02-08 19:00:39,297 - mmaction - INFO - Epoch [71][180/940] lr: 4.000e-01, eta: 2 days, 21:04:21, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5721, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.1374 2022-02-08 19:01:04,055 - mmaction - INFO - Epoch [71][200/940] lr: 4.000e-01, eta: 2 days, 21:02:44, time: 1.237, data_time: 0.058, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5686, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.1476 2022-02-08 19:01:28,935 - mmaction - INFO - Epoch [71][220/940] lr: 4.000e-01, eta: 2 days, 21:01:11, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5838, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1565 2022-02-08 19:01:53,752 - mmaction - INFO - Epoch [71][240/940] lr: 4.000e-01, eta: 2 days, 20:59:36, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5738, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1464 2022-02-08 19:02:18,507 - mmaction - INFO - Epoch [71][260/940] lr: 4.000e-01, eta: 2 days, 20:58:01, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5748, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.1487 2022-02-08 19:02:43,326 - mmaction - INFO - Epoch [71][280/940] lr: 4.000e-01, eta: 2 days, 20:56:28, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5852, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1572 2022-02-08 19:03:08,227 - mmaction - INFO - Epoch [71][300/940] lr: 4.000e-01, eta: 2 days, 20:54:55, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5770, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1453 2022-02-08 19:03:33,251 - mmaction - INFO - Epoch [71][320/940] lr: 4.000e-01, eta: 2 days, 20:53:26, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5910, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.1393 2022-02-08 19:03:58,087 - mmaction - INFO - Epoch [71][340/940] lr: 4.000e-01, eta: 2 days, 20:51:53, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5635, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1504 2022-02-08 19:04:23,323 - mmaction - INFO - Epoch [71][360/940] lr: 4.000e-01, eta: 2 days, 20:50:28, time: 1.262, data_time: 0.080, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5898, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.1504 2022-02-08 19:04:48,145 - mmaction - INFO - Epoch [71][380/940] lr: 4.000e-01, eta: 2 days, 20:48:55, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5687, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1392 2022-02-08 19:05:12,923 - mmaction - INFO - Epoch [71][400/940] lr: 4.000e-01, eta: 2 days, 20:47:23, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5721, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1439 2022-02-08 19:05:37,803 - mmaction - INFO - Epoch [71][420/940] lr: 4.000e-01, eta: 2 days, 20:45:52, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5879, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1302 2022-02-08 19:06:02,493 - mmaction - INFO - Epoch [71][440/940] lr: 4.000e-01, eta: 2 days, 20:44:18, time: 1.235, data_time: 0.066, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5748, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1307 2022-02-08 19:06:27,317 - mmaction - INFO - Epoch [71][460/940] lr: 4.000e-01, eta: 2 days, 20:42:47, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5680, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1341 2022-02-08 19:06:52,130 - mmaction - INFO - Epoch [71][480/940] lr: 4.000e-01, eta: 2 days, 20:41:15, time: 1.241, data_time: 0.071, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5924, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.1369 2022-02-08 19:07:16,739 - mmaction - INFO - Epoch [71][500/940] lr: 4.000e-01, eta: 2 days, 20:39:41, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5836, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1527 2022-02-08 19:07:41,323 - mmaction - INFO - Epoch [71][520/940] lr: 4.000e-01, eta: 2 days, 20:38:06, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5785, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.1384 2022-02-08 19:08:06,124 - mmaction - INFO - Epoch [71][540/940] lr: 4.000e-01, eta: 2 days, 20:36:36, time: 1.240, data_time: 0.076, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5830, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.1457 2022-02-08 19:08:30,714 - mmaction - INFO - Epoch [71][560/940] lr: 4.000e-01, eta: 2 days, 20:35:02, time: 1.229, data_time: 0.062, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5816, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.1451 2022-02-08 19:08:55,489 - mmaction - INFO - Epoch [71][580/940] lr: 4.000e-01, eta: 2 days, 20:33:31, time: 1.239, data_time: 0.053, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5756, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1548 2022-02-08 19:09:20,325 - mmaction - INFO - Epoch [71][600/940] lr: 4.000e-01, eta: 2 days, 20:32:02, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5830, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1415 2022-02-08 19:09:45,260 - mmaction - INFO - Epoch [71][620/940] lr: 4.000e-01, eta: 2 days, 20:30:35, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5699, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.1475 2022-02-08 19:10:10,095 - mmaction - INFO - Epoch [71][640/940] lr: 4.000e-01, eta: 2 days, 20:29:06, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5818, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.1510 2022-02-08 19:10:34,968 - mmaction - INFO - Epoch [71][660/940] lr: 4.000e-01, eta: 2 days, 20:27:39, time: 1.243, data_time: 0.070, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5732, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.1344 2022-02-08 19:10:59,946 - mmaction - INFO - Epoch [71][680/940] lr: 4.000e-01, eta: 2 days, 20:26:13, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5912, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.1530 2022-02-08 19:11:24,965 - mmaction - INFO - Epoch [71][700/940] lr: 4.000e-01, eta: 2 days, 20:24:48, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5859, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1629 2022-02-08 19:11:50,123 - mmaction - INFO - Epoch [71][720/940] lr: 4.000e-01, eta: 2 days, 20:23:26, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.1291 2022-02-08 19:12:14,829 - mmaction - INFO - Epoch [71][740/940] lr: 4.000e-01, eta: 2 days, 20:21:56, time: 1.235, data_time: 0.063, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5863, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1616 2022-02-08 19:12:40,017 - mmaction - INFO - Epoch [71][760/940] lr: 4.000e-01, eta: 2 days, 20:20:35, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5582, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1754 2022-02-08 19:13:04,969 - mmaction - INFO - Epoch [71][780/940] lr: 4.000e-01, eta: 2 days, 20:19:10, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5752, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.1300 2022-02-08 19:13:29,824 - mmaction - INFO - Epoch [71][800/940] lr: 4.000e-01, eta: 2 days, 20:17:44, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5770, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1463 2022-02-08 19:13:54,760 - mmaction - INFO - Epoch [71][820/940] lr: 4.000e-01, eta: 2 days, 20:16:19, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5701, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1353 2022-02-08 19:14:20,051 - mmaction - INFO - Epoch [71][840/940] lr: 4.000e-01, eta: 2 days, 20:15:01, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5750, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1304 2022-02-08 19:14:45,142 - mmaction - INFO - Epoch [71][860/940] lr: 4.000e-01, eta: 2 days, 20:13:39, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5898, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.1504 2022-02-08 19:15:10,338 - mmaction - INFO - Epoch [71][880/940] lr: 4.000e-01, eta: 2 days, 20:12:19, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5748, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.1311 2022-02-08 19:15:35,439 - mmaction - INFO - Epoch [71][900/940] lr: 4.000e-01, eta: 2 days, 20:10:58, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.3096, top5_acc: 0.5629, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1222 2022-02-08 19:16:00,489 - mmaction - INFO - Epoch [71][920/940] lr: 4.000e-01, eta: 2 days, 20:09:37, time: 1.252, data_time: 0.054, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5805, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1204 2022-02-08 19:16:24,204 - mmaction - INFO - Epoch [71][940/940] lr: 4.000e-01, eta: 2 days, 20:07:53, time: 1.186, data_time: 0.061, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5789, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1546 2022-02-08 19:19:05,808 - mmaction - INFO - Epoch [72][20/940] lr: 4.000e-01, eta: 2 days, 20:43:50, time: 7.920, data_time: 6.560, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5777, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.1542 2022-02-08 19:19:29,120 - mmaction - INFO - Epoch [72][40/940] lr: 4.000e-01, eta: 2 days, 20:41:55, time: 1.165, data_time: 0.048, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5908, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.1627 2022-02-08 19:19:52,479 - mmaction - INFO - Epoch [72][60/940] lr: 4.000e-01, eta: 2 days, 20:40:02, time: 1.168, data_time: 0.045, memory: 9488, top1_acc: 0.3145, top5_acc: 0.5822, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.1692 2022-02-08 19:20:16,015 - mmaction - INFO - Epoch [72][80/940] lr: 4.000e-01, eta: 2 days, 20:38:11, time: 1.177, data_time: 0.041, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5805, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.1481 2022-02-08 19:20:40,159 - mmaction - INFO - Epoch [72][100/940] lr: 4.000e-01, eta: 2 days, 20:36:31, time: 1.207, data_time: 0.048, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5777, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1273 2022-02-08 19:21:04,137 - mmaction - INFO - Epoch [72][120/940] lr: 4.000e-01, eta: 2 days, 20:34:49, time: 1.199, data_time: 0.048, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5902, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.1457 2022-02-08 19:21:28,572 - mmaction - INFO - Epoch [72][140/940] lr: 4.000e-01, eta: 2 days, 20:33:15, time: 1.222, data_time: 0.053, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5824, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1534 2022-02-08 19:21:53,152 - mmaction - INFO - Epoch [72][160/940] lr: 4.000e-01, eta: 2 days, 20:31:43, time: 1.229, data_time: 0.054, memory: 9488, top1_acc: 0.3418, top5_acc: 0.5873, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.1589 2022-02-08 19:22:17,663 - mmaction - INFO - Epoch [72][180/940] lr: 4.000e-01, eta: 2 days, 20:30:10, time: 1.226, data_time: 0.053, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5875, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1589 2022-02-08 19:22:42,382 - mmaction - INFO - Epoch [72][200/940] lr: 4.000e-01, eta: 2 days, 20:28:41, time: 1.236, data_time: 0.051, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5730, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1675 2022-02-08 19:23:07,206 - mmaction - INFO - Epoch [72][220/940] lr: 4.000e-01, eta: 2 days, 20:27:15, time: 1.241, data_time: 0.053, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1723 2022-02-08 19:23:32,008 - mmaction - INFO - Epoch [72][240/940] lr: 4.000e-01, eta: 2 days, 20:25:47, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5775, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1416 2022-02-08 19:23:57,031 - mmaction - INFO - Epoch [72][260/940] lr: 4.000e-01, eta: 2 days, 20:24:24, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.3187, top5_acc: 0.5783, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.1592 2022-02-08 19:24:22,050 - mmaction - INFO - Epoch [72][280/940] lr: 4.000e-01, eta: 2 days, 20:23:01, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.3168, top5_acc: 0.5785, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.1623 2022-02-08 19:24:46,924 - mmaction - INFO - Epoch [72][300/940] lr: 4.000e-01, eta: 2 days, 20:21:36, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5816, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1177 2022-02-08 19:25:11,849 - mmaction - INFO - Epoch [72][320/940] lr: 4.000e-01, eta: 2 days, 20:20:12, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5779, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.1381 2022-02-08 19:25:36,934 - mmaction - INFO - Epoch [72][340/940] lr: 4.000e-01, eta: 2 days, 20:18:50, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5775, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1766 2022-02-08 19:26:01,781 - mmaction - INFO - Epoch [72][360/940] lr: 4.000e-01, eta: 2 days, 20:17:25, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5744, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.1414 2022-02-08 19:26:27,057 - mmaction - INFO - Epoch [72][380/940] lr: 4.000e-01, eta: 2 days, 20:16:08, time: 1.264, data_time: 0.057, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5828, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1472 2022-02-08 19:26:52,130 - mmaction - INFO - Epoch [72][400/940] lr: 4.000e-01, eta: 2 days, 20:14:47, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5820, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.1300 2022-02-08 19:27:17,357 - mmaction - INFO - Epoch [72][420/940] lr: 4.000e-01, eta: 2 days, 20:13:29, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5934, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.1544 2022-02-08 19:27:42,602 - mmaction - INFO - Epoch [72][440/940] lr: 4.000e-01, eta: 2 days, 20:12:11, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5836, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.1484 2022-02-08 19:28:07,799 - mmaction - INFO - Epoch [72][460/940] lr: 4.000e-01, eta: 2 days, 20:10:53, time: 1.260, data_time: 0.059, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5762, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.1557 2022-02-08 19:28:33,098 - mmaction - INFO - Epoch [72][480/940] lr: 4.000e-01, eta: 2 days, 20:09:36, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5934, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.1189 2022-02-08 19:28:58,287 - mmaction - INFO - Epoch [72][500/940] lr: 4.000e-01, eta: 2 days, 20:08:18, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5750, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.1591 2022-02-08 19:29:23,368 - mmaction - INFO - Epoch [72][520/940] lr: 4.000e-01, eta: 2 days, 20:06:58, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5891, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.1363 2022-02-08 19:29:48,628 - mmaction - INFO - Epoch [72][540/940] lr: 4.000e-01, eta: 2 days, 20:05:42, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.3141, top5_acc: 0.5758, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.1458 2022-02-08 19:30:13,532 - mmaction - INFO - Epoch [72][560/940] lr: 4.000e-01, eta: 2 days, 20:04:20, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5799, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1497 2022-02-08 19:30:38,602 - mmaction - INFO - Epoch [72][580/940] lr: 4.000e-01, eta: 2 days, 20:03:01, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5797, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1677 2022-02-08 19:31:03,565 - mmaction - INFO - Epoch [72][600/940] lr: 4.000e-01, eta: 2 days, 20:01:40, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5697, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1107 2022-02-08 19:31:28,635 - mmaction - INFO - Epoch [72][620/940] lr: 4.000e-01, eta: 2 days, 20:00:21, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5854, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.1417 2022-02-08 19:31:53,618 - mmaction - INFO - Epoch [72][640/940] lr: 4.000e-01, eta: 2 days, 19:59:01, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5775, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1374 2022-02-08 19:32:18,759 - mmaction - INFO - Epoch [72][660/940] lr: 4.000e-01, eta: 2 days, 19:57:44, time: 1.257, data_time: 0.057, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5752, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.1605 2022-02-08 19:32:43,749 - mmaction - INFO - Epoch [72][680/940] lr: 4.000e-01, eta: 2 days, 19:56:25, time: 1.250, data_time: 0.057, memory: 9488, top1_acc: 0.3373, top5_acc: 0.5873, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.1556 2022-02-08 19:33:08,944 - mmaction - INFO - Epoch [72][700/940] lr: 4.000e-01, eta: 2 days, 19:55:09, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5752, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.1498 2022-02-08 19:33:33,771 - mmaction - INFO - Epoch [72][720/940] lr: 4.000e-01, eta: 2 days, 19:53:47, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5715, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.1390 2022-02-08 19:33:58,338 - mmaction - INFO - Epoch [72][740/940] lr: 4.000e-01, eta: 2 days, 19:52:22, time: 1.228, data_time: 0.055, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5738, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.1418 2022-02-08 19:34:23,447 - mmaction - INFO - Epoch [72][760/940] lr: 4.000e-01, eta: 2 days, 19:51:05, time: 1.256, data_time: 0.054, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5807, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.1582 2022-02-08 19:34:48,474 - mmaction - INFO - Epoch [72][780/940] lr: 4.000e-01, eta: 2 days, 19:49:47, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5729, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1457 2022-02-08 19:35:13,138 - mmaction - INFO - Epoch [72][800/940] lr: 4.000e-01, eta: 2 days, 19:48:24, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.3152, top5_acc: 0.5781, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1480 2022-02-08 19:35:38,099 - mmaction - INFO - Epoch [72][820/940] lr: 4.000e-01, eta: 2 days, 19:47:05, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5682, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.1688 2022-02-08 19:36:02,740 - mmaction - INFO - Epoch [72][840/940] lr: 4.000e-01, eta: 2 days, 19:45:42, time: 1.232, data_time: 0.055, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5887, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.1295 2022-02-08 19:36:27,437 - mmaction - INFO - Epoch [72][860/940] lr: 4.000e-01, eta: 2 days, 19:44:20, time: 1.235, data_time: 0.054, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5752, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.1398 2022-02-08 19:36:52,081 - mmaction - INFO - Epoch [72][880/940] lr: 4.000e-01, eta: 2 days, 19:42:57, time: 1.232, data_time: 0.053, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5828, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1624 2022-02-08 19:37:16,779 - mmaction - INFO - Epoch [72][900/940] lr: 4.000e-01, eta: 2 days, 19:41:35, time: 1.235, data_time: 0.058, memory: 9488, top1_acc: 0.3113, top5_acc: 0.5684, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1309 2022-02-08 19:37:41,348 - mmaction - INFO - Epoch [72][920/940] lr: 4.000e-01, eta: 2 days, 19:40:12, time: 1.228, data_time: 0.063, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5781, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1313 2022-02-08 19:38:05,081 - mmaction - INFO - Epoch [72][940/940] lr: 4.000e-01, eta: 2 days, 19:38:36, time: 1.187, data_time: 0.050, memory: 9488, top1_acc: 0.3162, top5_acc: 0.5745, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1502 2022-02-08 19:40:42,362 - mmaction - INFO - Epoch [73][20/940] lr: 4.000e-01, eta: 2 days, 20:10:20, time: 7.722, data_time: 6.575, memory: 9488, top1_acc: 0.3170, top5_acc: 0.5687, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.1502 2022-02-08 19:41:05,962 - mmaction - INFO - Epoch [73][40/940] lr: 4.000e-01, eta: 2 days, 20:08:39, time: 1.180, data_time: 0.050, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5900, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.1389 2022-02-08 19:41:29,800 - mmaction - INFO - Epoch [73][60/940] lr: 4.000e-01, eta: 2 days, 20:07:01, time: 1.192, data_time: 0.045, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5785, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1594 2022-02-08 19:41:53,891 - mmaction - INFO - Epoch [73][80/940] lr: 4.000e-01, eta: 2 days, 20:05:28, time: 1.205, data_time: 0.048, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5811, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.1429 2022-02-08 19:42:18,294 - mmaction - INFO - Epoch [73][100/940] lr: 4.000e-01, eta: 2 days, 20:03:59, time: 1.219, data_time: 0.049, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5695, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.1735 2022-02-08 19:42:42,995 - mmaction - INFO - Epoch [73][120/940] lr: 4.000e-01, eta: 2 days, 20:02:36, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5896, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.1566 2022-02-08 19:43:07,815 - mmaction - INFO - Epoch [73][140/940] lr: 4.000e-01, eta: 2 days, 20:01:14, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5828, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1577 2022-02-08 19:43:32,881 - mmaction - INFO - Epoch [73][160/940] lr: 4.000e-01, eta: 2 days, 19:59:56, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5801, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.1509 2022-02-08 19:43:58,020 - mmaction - INFO - Epoch [73][180/940] lr: 4.000e-01, eta: 2 days, 19:58:40, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3352, top5_acc: 0.6018, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.1426 2022-02-08 19:44:23,081 - mmaction - INFO - Epoch [73][200/940] lr: 4.000e-01, eta: 2 days, 19:57:22, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5828, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.1538 2022-02-08 19:44:48,211 - mmaction - INFO - Epoch [73][220/940] lr: 4.000e-01, eta: 2 days, 19:56:06, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.3119, top5_acc: 0.5643, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.1550 2022-02-08 19:45:13,284 - mmaction - INFO - Epoch [73][240/940] lr: 4.000e-01, eta: 2 days, 19:54:49, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.3367, top5_acc: 0.5881, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.1283 2022-02-08 19:45:38,364 - mmaction - INFO - Epoch [73][260/940] lr: 4.000e-01, eta: 2 days, 19:53:32, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5830, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1416 2022-02-08 19:46:02,996 - mmaction - INFO - Epoch [73][280/940] lr: 4.000e-01, eta: 2 days, 19:52:09, time: 1.232, data_time: 0.064, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5834, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1777 2022-02-08 19:46:27,950 - mmaction - INFO - Epoch [73][300/940] lr: 4.000e-01, eta: 2 days, 19:50:51, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5758, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.1614 2022-02-08 19:46:53,052 - mmaction - INFO - Epoch [73][320/940] lr: 4.000e-01, eta: 2 days, 19:49:36, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.3025, top5_acc: 0.5674, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1359 2022-02-08 19:47:18,184 - mmaction - INFO - Epoch [73][340/940] lr: 4.000e-01, eta: 2 days, 19:48:20, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.1327 2022-02-08 19:47:42,751 - mmaction - INFO - Epoch [73][360/940] lr: 4.000e-01, eta: 2 days, 19:46:57, time: 1.228, data_time: 0.061, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5791, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.1349 2022-02-08 19:48:07,488 - mmaction - INFO - Epoch [73][380/940] lr: 4.000e-01, eta: 2 days, 19:45:36, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5857, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1361 2022-02-08 19:48:32,329 - mmaction - INFO - Epoch [73][400/940] lr: 4.000e-01, eta: 2 days, 19:44:17, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5900, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.1648 2022-02-08 19:48:57,358 - mmaction - INFO - Epoch [73][420/940] lr: 4.000e-01, eta: 2 days, 19:43:01, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5699, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.1574 2022-02-08 19:49:22,252 - mmaction - INFO - Epoch [73][440/940] lr: 4.000e-01, eta: 2 days, 19:41:44, time: 1.245, data_time: 0.069, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5861, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.1309 2022-02-08 19:49:47,362 - mmaction - INFO - Epoch [73][460/940] lr: 4.000e-01, eta: 2 days, 19:40:29, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.3143, top5_acc: 0.5654, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1741 2022-02-08 19:50:12,291 - mmaction - INFO - Epoch [73][480/940] lr: 4.000e-01, eta: 2 days, 19:39:12, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.3139, top5_acc: 0.5781, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.1434 2022-02-08 19:50:37,224 - mmaction - INFO - Epoch [73][500/940] lr: 4.000e-01, eta: 2 days, 19:37:56, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5734, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1431 2022-02-08 19:51:02,052 - mmaction - INFO - Epoch [73][520/940] lr: 4.000e-01, eta: 2 days, 19:36:37, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5758, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.1615 2022-02-08 19:51:26,826 - mmaction - INFO - Epoch [73][540/940] lr: 4.000e-01, eta: 2 days, 19:35:19, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5764, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1519 2022-02-08 19:51:51,372 - mmaction - INFO - Epoch [73][560/940] lr: 4.000e-01, eta: 2 days, 19:33:57, time: 1.227, data_time: 0.061, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5760, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.1696 2022-02-08 19:52:15,909 - mmaction - INFO - Epoch [73][580/940] lr: 4.000e-01, eta: 2 days, 19:32:36, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5863, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1750 2022-02-08 19:52:40,667 - mmaction - INFO - Epoch [73][600/940] lr: 4.000e-01, eta: 2 days, 19:31:17, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5840, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.1289 2022-02-08 19:53:05,598 - mmaction - INFO - Epoch [73][620/940] lr: 4.000e-01, eta: 2 days, 19:30:01, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5891, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.1355 2022-02-08 19:53:30,271 - mmaction - INFO - Epoch [73][640/940] lr: 4.000e-01, eta: 2 days, 19:28:42, time: 1.234, data_time: 0.057, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5725, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1645 2022-02-08 19:53:55,346 - mmaction - INFO - Epoch [73][660/940] lr: 4.000e-01, eta: 2 days, 19:27:29, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5842, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.1214 2022-02-08 19:54:20,659 - mmaction - INFO - Epoch [73][680/940] lr: 4.000e-01, eta: 2 days, 19:26:20, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5838, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1630 2022-02-08 19:54:45,379 - mmaction - INFO - Epoch [73][700/940] lr: 4.000e-01, eta: 2 days, 19:25:01, time: 1.235, data_time: 0.061, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5744, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1415 2022-02-08 19:55:10,460 - mmaction - INFO - Epoch [73][720/940] lr: 4.000e-01, eta: 2 days, 19:23:49, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5785, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1431 2022-02-08 19:55:35,254 - mmaction - INFO - Epoch [73][740/940] lr: 4.000e-01, eta: 2 days, 19:22:32, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5830, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1734 2022-02-08 19:56:00,263 - mmaction - INFO - Epoch [73][760/940] lr: 4.000e-01, eta: 2 days, 19:21:19, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1527 2022-02-08 19:56:25,295 - mmaction - INFO - Epoch [73][780/940] lr: 4.000e-01, eta: 2 days, 19:20:06, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5816, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.1521 2022-02-08 19:56:50,577 - mmaction - INFO - Epoch [73][800/940] lr: 4.000e-01, eta: 2 days, 19:18:57, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5834, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1462 2022-02-08 19:57:15,351 - mmaction - INFO - Epoch [73][820/940] lr: 4.000e-01, eta: 2 days, 19:17:41, time: 1.239, data_time: 0.074, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5869, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1460 2022-02-08 19:57:40,535 - mmaction - INFO - Epoch [73][840/940] lr: 4.000e-01, eta: 2 days, 19:16:31, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5760, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.1429 2022-02-08 19:58:05,451 - mmaction - INFO - Epoch [73][860/940] lr: 4.000e-01, eta: 2 days, 19:15:16, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5740, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1379 2022-02-08 19:58:30,516 - mmaction - INFO - Epoch [73][880/940] lr: 4.000e-01, eta: 2 days, 19:14:05, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5773, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.1575 2022-02-08 19:58:55,140 - mmaction - INFO - Epoch [73][900/940] lr: 4.000e-01, eta: 2 days, 19:12:47, time: 1.231, data_time: 0.063, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5893, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.1519 2022-02-08 19:59:20,072 - mmaction - INFO - Epoch [73][920/940] lr: 4.000e-01, eta: 2 days, 19:11:34, time: 1.247, data_time: 0.057, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5928, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.1365 2022-02-08 19:59:43,682 - mmaction - INFO - Epoch [73][940/940] lr: 4.000e-01, eta: 2 days, 19:10:02, time: 1.181, data_time: 0.057, memory: 9488, top1_acc: 0.3237, top5_acc: 0.5793, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1737 2022-02-08 20:03:16,821 - mmaction - INFO - Epoch [74][20/940] lr: 4.000e-01, eta: 2 days, 19:51:18, time: 10.313, data_time: 8.696, memory: 9488, top1_acc: 0.3189, top5_acc: 0.5742, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.1368 2022-02-08 20:03:40,141 - mmaction - INFO - Epoch [74][40/940] lr: 4.000e-01, eta: 2 days, 19:49:38, time: 1.166, data_time: 0.048, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5805, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1380 2022-02-08 20:04:03,571 - mmaction - INFO - Epoch [74][60/940] lr: 4.000e-01, eta: 2 days, 19:48:00, time: 1.172, data_time: 0.043, memory: 9488, top1_acc: 0.3396, top5_acc: 0.5920, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.1479 2022-02-08 20:04:27,229 - mmaction - INFO - Epoch [74][80/940] lr: 4.000e-01, eta: 2 days, 19:46:26, time: 1.183, data_time: 0.044, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5932, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1741 2022-02-08 20:04:51,096 - mmaction - INFO - Epoch [74][100/940] lr: 4.000e-01, eta: 2 days, 19:44:54, time: 1.193, data_time: 0.046, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5813, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1342 2022-02-08 20:05:15,337 - mmaction - INFO - Epoch [74][120/940] lr: 4.000e-01, eta: 2 days, 19:43:28, time: 1.212, data_time: 0.050, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5922, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.1529 2022-02-08 20:05:39,472 - mmaction - INFO - Epoch [74][140/940] lr: 4.000e-01, eta: 2 days, 19:42:01, time: 1.207, data_time: 0.048, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5967, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.1705 2022-02-08 20:06:03,911 - mmaction - INFO - Epoch [74][160/940] lr: 4.000e-01, eta: 2 days, 19:40:38, time: 1.222, data_time: 0.057, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5744, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.1525 2022-02-08 20:06:28,289 - mmaction - INFO - Epoch [74][180/940] lr: 4.000e-01, eta: 2 days, 19:39:15, time: 1.219, data_time: 0.053, memory: 9488, top1_acc: 0.3373, top5_acc: 0.5945, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.1306 2022-02-08 20:06:53,000 - mmaction - INFO - Epoch [74][200/940] lr: 4.000e-01, eta: 2 days, 19:37:56, time: 1.235, data_time: 0.072, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5873, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.1788 2022-02-08 20:07:17,708 - mmaction - INFO - Epoch [74][220/940] lr: 4.000e-01, eta: 2 days, 19:36:38, time: 1.236, data_time: 0.061, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5820, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1411 2022-02-08 20:07:42,580 - mmaction - INFO - Epoch [74][240/940] lr: 4.000e-01, eta: 2 days, 19:35:22, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5764, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1580 2022-02-08 20:08:07,434 - mmaction - INFO - Epoch [74][260/940] lr: 4.000e-01, eta: 2 days, 19:34:05, time: 1.243, data_time: 0.062, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5848, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.1670 2022-02-08 20:08:32,392 - mmaction - INFO - Epoch [74][280/940] lr: 4.000e-01, eta: 2 days, 19:32:51, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.3373, top5_acc: 0.5836, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.1524 2022-02-08 20:08:57,293 - mmaction - INFO - Epoch [74][300/940] lr: 4.000e-01, eta: 2 days, 19:31:36, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5871, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1491 2022-02-08 20:09:22,406 - mmaction - INFO - Epoch [74][320/940] lr: 4.000e-01, eta: 2 days, 19:30:24, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5783, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.1265 2022-02-08 20:09:47,216 - mmaction - INFO - Epoch [74][340/940] lr: 4.000e-01, eta: 2 days, 19:29:07, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5734, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1417 2022-02-08 20:10:11,957 - mmaction - INFO - Epoch [74][360/940] lr: 4.000e-01, eta: 2 days, 19:27:51, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5674, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.1453 2022-02-08 20:10:36,971 - mmaction - INFO - Epoch [74][380/940] lr: 4.000e-01, eta: 2 days, 19:26:37, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5832, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.1329 2022-02-08 20:11:01,859 - mmaction - INFO - Epoch [74][400/940] lr: 4.000e-01, eta: 2 days, 19:25:23, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5900, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.1469 2022-02-08 20:11:26,980 - mmaction - INFO - Epoch [74][420/940] lr: 4.000e-01, eta: 2 days, 19:24:12, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5813, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.1376 2022-02-08 20:11:51,878 - mmaction - INFO - Epoch [74][440/940] lr: 4.000e-01, eta: 2 days, 19:22:57, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5783, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1612 2022-02-08 20:12:16,787 - mmaction - INFO - Epoch [74][460/940] lr: 4.000e-01, eta: 2 days, 19:21:44, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5795, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.1247 2022-02-08 20:12:42,111 - mmaction - INFO - Epoch [74][480/940] lr: 4.000e-01, eta: 2 days, 19:20:36, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5785, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1639 2022-02-08 20:13:07,079 - mmaction - INFO - Epoch [74][500/940] lr: 4.000e-01, eta: 2 days, 19:19:23, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5766, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1437 2022-02-08 20:13:31,961 - mmaction - INFO - Epoch [74][520/940] lr: 4.000e-01, eta: 2 days, 19:18:09, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5787, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1430 2022-02-08 20:13:57,075 - mmaction - INFO - Epoch [74][540/940] lr: 4.000e-01, eta: 2 days, 19:16:59, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5793, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.1563 2022-02-08 20:14:22,266 - mmaction - INFO - Epoch [74][560/940] lr: 4.000e-01, eta: 2 days, 19:15:49, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5756, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1381 2022-02-08 20:14:47,661 - mmaction - INFO - Epoch [74][580/940] lr: 4.000e-01, eta: 2 days, 19:14:43, time: 1.270, data_time: 0.078, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5887, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1358 2022-02-08 20:15:12,739 - mmaction - INFO - Epoch [74][600/940] lr: 4.000e-01, eta: 2 days, 19:13:33, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5723, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1236 2022-02-08 20:15:37,700 - mmaction - INFO - Epoch [74][620/940] lr: 4.000e-01, eta: 2 days, 19:12:21, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5709, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1421 2022-02-08 20:16:02,843 - mmaction - INFO - Epoch [74][640/940] lr: 4.000e-01, eta: 2 days, 19:11:11, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5779, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.1502 2022-02-08 20:16:27,947 - mmaction - INFO - Epoch [74][660/940] lr: 4.000e-01, eta: 2 days, 19:10:01, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5928, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1469 2022-02-08 20:16:52,991 - mmaction - INFO - Epoch [74][680/940] lr: 4.000e-01, eta: 2 days, 19:08:51, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5850, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.1595 2022-02-08 20:17:18,251 - mmaction - INFO - Epoch [74][700/940] lr: 4.000e-01, eta: 2 days, 19:07:44, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5896, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.1492 2022-02-08 20:17:43,174 - mmaction - INFO - Epoch [74][720/940] lr: 4.000e-01, eta: 2 days, 19:06:32, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5840, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.1453 2022-02-08 20:18:08,263 - mmaction - INFO - Epoch [74][740/940] lr: 4.000e-01, eta: 2 days, 19:05:22, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5727, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1564 2022-02-08 20:18:33,439 - mmaction - INFO - Epoch [74][760/940] lr: 4.000e-01, eta: 2 days, 19:04:14, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5816, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1347 2022-02-08 20:18:58,627 - mmaction - INFO - Epoch [74][780/940] lr: 4.000e-01, eta: 2 days, 19:03:06, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5844, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.1517 2022-02-08 20:19:23,731 - mmaction - INFO - Epoch [74][800/940] lr: 4.000e-01, eta: 2 days, 19:01:58, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5791, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1555 2022-02-08 20:19:48,695 - mmaction - INFO - Epoch [74][820/940] lr: 4.000e-01, eta: 2 days, 19:00:47, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5963, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.1535 2022-02-08 20:20:14,129 - mmaction - INFO - Epoch [74][840/940] lr: 4.000e-01, eta: 2 days, 18:59:43, time: 1.272, data_time: 0.066, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5650, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.1371 2022-02-08 20:20:38,845 - mmaction - INFO - Epoch [74][860/940] lr: 4.000e-01, eta: 2 days, 18:58:29, time: 1.235, data_time: 0.061, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5766, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1649 2022-02-08 20:21:03,666 - mmaction - INFO - Epoch [74][880/940] lr: 4.000e-01, eta: 2 days, 18:57:17, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5887, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.1357 2022-02-08 20:21:28,575 - mmaction - INFO - Epoch [74][900/940] lr: 4.000e-01, eta: 2 days, 18:56:07, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5750, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1253 2022-02-08 20:21:53,514 - mmaction - INFO - Epoch [74][920/940] lr: 4.000e-01, eta: 2 days, 18:54:56, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5639, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.1517 2022-02-08 20:22:16,941 - mmaction - INFO - Epoch [74][940/940] lr: 4.000e-01, eta: 2 days, 18:53:27, time: 1.172, data_time: 0.055, memory: 9488, top1_acc: 0.3249, top5_acc: 0.5854, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.1466 2022-02-08 20:24:53,381 - mmaction - INFO - Epoch [75][20/940] lr: 4.000e-01, eta: 2 days, 19:20:06, time: 7.677, data_time: 6.488, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5787, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1887 2022-02-08 20:25:16,811 - mmaction - INFO - Epoch [75][40/940] lr: 4.000e-01, eta: 2 days, 19:18:34, time: 1.172, data_time: 0.049, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5842, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.1791 2022-02-08 20:25:40,586 - mmaction - INFO - Epoch [75][60/940] lr: 4.000e-01, eta: 2 days, 19:17:07, time: 1.188, data_time: 0.044, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5795, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.1433 2022-02-08 20:26:04,646 - mmaction - INFO - Epoch [75][80/940] lr: 4.000e-01, eta: 2 days, 19:15:43, time: 1.203, data_time: 0.043, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5912, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1343 2022-02-08 20:26:28,991 - mmaction - INFO - Epoch [75][100/940] lr: 4.000e-01, eta: 2 days, 19:14:24, time: 1.217, data_time: 0.046, memory: 9488, top1_acc: 0.3422, top5_acc: 0.5854, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.1554 2022-02-08 20:26:53,423 - mmaction - INFO - Epoch [75][120/940] lr: 4.000e-01, eta: 2 days, 19:13:06, time: 1.222, data_time: 0.052, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5902, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.1641 2022-02-08 20:27:18,215 - mmaction - INFO - Epoch [75][140/940] lr: 4.000e-01, eta: 2 days, 19:11:52, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5836, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1634 2022-02-08 20:27:43,058 - mmaction - INFO - Epoch [75][160/940] lr: 4.000e-01, eta: 2 days, 19:10:39, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5861, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.1617 2022-02-08 20:28:07,875 - mmaction - INFO - Epoch [75][180/940] lr: 4.000e-01, eta: 2 days, 19:09:26, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5893, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.1380 2022-02-08 20:28:32,669 - mmaction - INFO - Epoch [75][200/940] lr: 4.000e-01, eta: 2 days, 19:08:13, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5738, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1550 2022-02-08 20:28:57,393 - mmaction - INFO - Epoch [75][220/940] lr: 4.000e-01, eta: 2 days, 19:06:59, time: 1.236, data_time: 0.059, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5881, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.1445 2022-02-08 20:29:22,414 - mmaction - INFO - Epoch [75][240/940] lr: 4.000e-01, eta: 2 days, 19:05:49, time: 1.251, data_time: 0.059, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5799, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.1580 2022-02-08 20:29:47,557 - mmaction - INFO - Epoch [75][260/940] lr: 4.000e-01, eta: 2 days, 19:04:41, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5758, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.1429 2022-02-08 20:30:12,758 - mmaction - INFO - Epoch [75][280/940] lr: 4.000e-01, eta: 2 days, 19:03:34, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5742, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1463 2022-02-08 20:30:37,433 - mmaction - INFO - Epoch [75][300/940] lr: 4.000e-01, eta: 2 days, 19:02:20, time: 1.234, data_time: 0.066, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5742, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1620 2022-02-08 20:31:02,453 - mmaction - INFO - Epoch [75][320/940] lr: 4.000e-01, eta: 2 days, 19:01:11, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5799, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.1321 2022-02-08 20:31:27,592 - mmaction - INFO - Epoch [75][340/940] lr: 4.000e-01, eta: 2 days, 19:00:03, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5877, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.1371 2022-02-08 20:31:52,775 - mmaction - INFO - Epoch [75][360/940] lr: 4.000e-01, eta: 2 days, 18:58:56, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5719, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1333 2022-02-08 20:32:17,895 - mmaction - INFO - Epoch [75][380/940] lr: 4.000e-01, eta: 2 days, 18:57:49, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5900, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.1515 2022-02-08 20:32:43,057 - mmaction - INFO - Epoch [75][400/940] lr: 4.000e-01, eta: 2 days, 18:56:41, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5902, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.1634 2022-02-08 20:33:08,221 - mmaction - INFO - Epoch [75][420/940] lr: 4.000e-01, eta: 2 days, 18:55:35, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5764, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.1147 2022-02-08 20:33:33,438 - mmaction - INFO - Epoch [75][440/940] lr: 4.000e-01, eta: 2 days, 18:54:28, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5846, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.1305 2022-02-08 20:33:58,526 - mmaction - INFO - Epoch [75][460/940] lr: 4.000e-01, eta: 2 days, 18:53:21, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5734, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.1616 2022-02-08 20:34:23,485 - mmaction - INFO - Epoch [75][480/940] lr: 4.000e-01, eta: 2 days, 18:52:12, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.3408, top5_acc: 0.5971, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.1410 2022-02-08 20:34:48,328 - mmaction - INFO - Epoch [75][500/940] lr: 4.000e-01, eta: 2 days, 18:51:01, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5926, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.1732 2022-02-08 20:35:13,528 - mmaction - INFO - Epoch [75][520/940] lr: 4.000e-01, eta: 2 days, 18:49:55, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5713, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.1464 2022-02-08 20:35:38,459 - mmaction - INFO - Epoch [75][540/940] lr: 4.000e-01, eta: 2 days, 18:48:46, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5908, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.1446 2022-02-08 20:36:03,744 - mmaction - INFO - Epoch [75][560/940] lr: 4.000e-01, eta: 2 days, 18:47:42, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5764, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.1471 2022-02-08 20:36:28,995 - mmaction - INFO - Epoch [75][580/940] lr: 4.000e-01, eta: 2 days, 18:46:37, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5725, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.1489 2022-02-08 20:36:54,091 - mmaction - INFO - Epoch [75][600/940] lr: 4.000e-01, eta: 2 days, 18:45:30, time: 1.255, data_time: 0.076, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5811, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.1494 2022-02-08 20:37:19,181 - mmaction - INFO - Epoch [75][620/940] lr: 4.000e-01, eta: 2 days, 18:44:24, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5713, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1243 2022-02-08 20:37:44,248 - mmaction - INFO - Epoch [75][640/940] lr: 4.000e-01, eta: 2 days, 18:43:17, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1408 2022-02-08 20:38:09,438 - mmaction - INFO - Epoch [75][660/940] lr: 4.000e-01, eta: 2 days, 18:42:12, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.3449, top5_acc: 0.5908, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.1583 2022-02-08 20:38:34,834 - mmaction - INFO - Epoch [75][680/940] lr: 4.000e-01, eta: 2 days, 18:41:09, time: 1.270, data_time: 0.064, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5768, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1431 2022-02-08 20:39:00,149 - mmaction - INFO - Epoch [75][700/940] lr: 4.000e-01, eta: 2 days, 18:40:06, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5654, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1577 2022-02-08 20:39:25,400 - mmaction - INFO - Epoch [75][720/940] lr: 4.000e-01, eta: 2 days, 18:39:02, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5789, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.1490 2022-02-08 20:39:50,699 - mmaction - INFO - Epoch [75][740/940] lr: 4.000e-01, eta: 2 days, 18:37:59, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5768, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1467 2022-02-08 20:40:16,376 - mmaction - INFO - Epoch [75][760/940] lr: 4.000e-01, eta: 2 days, 18:37:00, time: 1.284, data_time: 0.073, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5775, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.1426 2022-02-08 20:40:41,735 - mmaction - INFO - Epoch [75][780/940] lr: 4.000e-01, eta: 2 days, 18:35:58, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5844, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1257 2022-02-08 20:41:06,735 - mmaction - INFO - Epoch [75][800/940] lr: 4.000e-01, eta: 2 days, 18:34:51, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5795, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1386 2022-02-08 20:41:32,039 - mmaction - INFO - Epoch [75][820/940] lr: 4.000e-01, eta: 2 days, 18:33:48, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5717, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1416 2022-02-08 20:41:56,874 - mmaction - INFO - Epoch [75][840/940] lr: 4.000e-01, eta: 2 days, 18:32:40, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5660, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1334 2022-02-08 20:42:22,114 - mmaction - INFO - Epoch [75][860/940] lr: 4.000e-01, eta: 2 days, 18:31:36, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5820, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1683 2022-02-08 20:42:47,071 - mmaction - INFO - Epoch [75][880/940] lr: 4.000e-01, eta: 2 days, 18:30:30, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5953, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1498 2022-02-08 20:43:12,083 - mmaction - INFO - Epoch [75][900/940] lr: 4.000e-01, eta: 2 days, 18:29:23, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5842, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.1510 2022-02-08 20:43:37,030 - mmaction - INFO - Epoch [75][920/940] lr: 4.000e-01, eta: 2 days, 18:28:17, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5781, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1617 2022-02-08 20:44:00,671 - mmaction - INFO - Epoch [75][940/940] lr: 4.000e-01, eta: 2 days, 18:26:55, time: 1.182, data_time: 0.055, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5860, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.1223 2022-02-08 20:44:05,115 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-08 20:44:05,118 - mmaction - INFO - 110 BN found 2022-02-08 20:48:18,479 - mmaction - INFO - BN stats updated 2022-02-08 20:48:20,483 - mmaction - INFO - Saving checkpoint at 75 epochs 2022-02-08 20:51:44,224 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 20:51:44,956 - mmaction - INFO - top1_acc 0.4027 top5_acc 0.6876 2022-02-08 20:51:44,956 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 20:51:44,985 - mmaction - INFO - mean_acc 0.4025 2022-02-08 20:51:44,986 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_65.pth was removed 2022-02-08 20:51:45,859 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_75.pth. 2022-02-08 20:51:45,860 - mmaction - INFO - Best top1_acc is 0.4027 at 75 epoch. 2022-02-08 20:51:45,871 - mmaction - INFO - Epoch(val) [75][78] top1_acc: 0.4027, top5_acc: 0.6876, mean_class_accuracy: 0.4025 2022-02-08 20:54:10,773 - mmaction - INFO - Epoch [76][20/940] lr: 4.000e-01, eta: 2 days, 18:49:53, time: 7.244, data_time: 5.787, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5877, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1501 2022-02-08 20:54:34,040 - mmaction - INFO - Epoch [76][40/940] lr: 4.000e-01, eta: 2 days, 18:48:25, time: 1.164, data_time: 0.047, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5725, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1766 2022-02-08 20:54:57,603 - mmaction - INFO - Epoch [76][60/940] lr: 4.000e-01, eta: 2 days, 18:47:00, time: 1.177, data_time: 0.043, memory: 9488, top1_acc: 0.3396, top5_acc: 0.5887, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.1241 2022-02-08 20:55:21,349 - mmaction - INFO - Epoch [76][80/940] lr: 4.000e-01, eta: 2 days, 18:45:37, time: 1.188, data_time: 0.044, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5967, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.1469 2022-02-08 20:55:45,566 - mmaction - INFO - Epoch [76][100/940] lr: 4.000e-01, eta: 2 days, 18:44:20, time: 1.211, data_time: 0.048, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5936, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.1351 2022-02-08 20:56:09,842 - mmaction - INFO - Epoch [76][120/940] lr: 4.000e-01, eta: 2 days, 18:43:05, time: 1.213, data_time: 0.050, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5955, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.1618 2022-02-08 20:56:34,483 - mmaction - INFO - Epoch [76][140/940] lr: 4.000e-01, eta: 2 days, 18:41:53, time: 1.232, data_time: 0.050, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5756, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1696 2022-02-08 20:56:59,284 - mmaction - INFO - Epoch [76][160/940] lr: 4.000e-01, eta: 2 days, 18:40:44, time: 1.240, data_time: 0.052, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5791, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.1277 2022-02-08 20:57:23,902 - mmaction - INFO - Epoch [76][180/940] lr: 4.000e-01, eta: 2 days, 18:39:32, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5941, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.1314 2022-02-08 20:57:48,838 - mmaction - INFO - Epoch [76][200/940] lr: 4.000e-01, eta: 2 days, 18:38:25, time: 1.247, data_time: 0.049, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5871, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.1700 2022-02-08 20:58:13,798 - mmaction - INFO - Epoch [76][220/940] lr: 4.000e-01, eta: 2 days, 18:37:18, time: 1.247, data_time: 0.054, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5701, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1232 2022-02-08 20:58:38,660 - mmaction - INFO - Epoch [76][240/940] lr: 4.000e-01, eta: 2 days, 18:36:10, time: 1.243, data_time: 0.056, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5902, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1233 2022-02-08 20:59:03,705 - mmaction - INFO - Epoch [76][260/940] lr: 4.000e-01, eta: 2 days, 18:35:04, time: 1.252, data_time: 0.058, memory: 9488, top1_acc: 0.3180, top5_acc: 0.5822, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.1568 2022-02-08 20:59:28,631 - mmaction - INFO - Epoch [76][280/940] lr: 4.000e-01, eta: 2 days, 18:33:57, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.3406, top5_acc: 0.5832, loss_cls: 3.0230, loss: 3.0230, grad_norm: 1.1465 2022-02-08 20:59:53,716 - mmaction - INFO - Epoch [76][300/940] lr: 4.000e-01, eta: 2 days, 18:32:51, time: 1.254, data_time: 0.050, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5701, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1681 2022-02-08 21:00:18,642 - mmaction - INFO - Epoch [76][320/940] lr: 4.000e-01, eta: 2 days, 18:31:45, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5797, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1356 2022-02-08 21:00:43,629 - mmaction - INFO - Epoch [76][340/940] lr: 4.000e-01, eta: 2 days, 18:30:39, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.3428, top5_acc: 0.5861, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.1495 2022-02-08 21:01:08,758 - mmaction - INFO - Epoch [76][360/940] lr: 4.000e-01, eta: 2 days, 18:29:34, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5902, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1358 2022-02-08 21:01:33,866 - mmaction - INFO - Epoch [76][380/940] lr: 4.000e-01, eta: 2 days, 18:28:30, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5783, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1556 2022-02-08 21:01:58,714 - mmaction - INFO - Epoch [76][400/940] lr: 4.000e-01, eta: 2 days, 18:27:22, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5828, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.1495 2022-02-08 21:02:24,172 - mmaction - INFO - Epoch [76][420/940] lr: 4.000e-01, eta: 2 days, 18:26:22, time: 1.273, data_time: 0.066, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5717, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.1506 2022-02-08 21:02:49,388 - mmaction - INFO - Epoch [76][440/940] lr: 4.000e-01, eta: 2 days, 18:25:19, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5791, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.1454 2022-02-08 21:03:14,481 - mmaction - INFO - Epoch [76][460/940] lr: 4.000e-01, eta: 2 days, 18:24:15, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.3152, top5_acc: 0.5705, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1677 2022-02-08 21:03:39,809 - mmaction - INFO - Epoch [76][480/940] lr: 4.000e-01, eta: 2 days, 18:23:14, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5754, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1409 2022-02-08 21:04:05,047 - mmaction - INFO - Epoch [76][500/940] lr: 4.000e-01, eta: 2 days, 18:22:12, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5697, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.1488 2022-02-08 21:04:30,086 - mmaction - INFO - Epoch [76][520/940] lr: 4.000e-01, eta: 2 days, 18:21:07, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.1518 2022-02-08 21:04:55,061 - mmaction - INFO - Epoch [76][540/940] lr: 4.000e-01, eta: 2 days, 18:20:02, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5859, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1516 2022-02-08 21:05:20,070 - mmaction - INFO - Epoch [76][560/940] lr: 4.000e-01, eta: 2 days, 18:18:57, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5787, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.1802 2022-02-08 21:05:45,282 - mmaction - INFO - Epoch [76][580/940] lr: 4.000e-01, eta: 2 days, 18:17:55, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5697, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1220 2022-02-08 21:06:10,565 - mmaction - INFO - Epoch [76][600/940] lr: 4.000e-01, eta: 2 days, 18:16:54, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5850, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1348 2022-02-08 21:06:35,521 - mmaction - INFO - Epoch [76][620/940] lr: 4.000e-01, eta: 2 days, 18:15:49, time: 1.248, data_time: 0.075, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5875, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1451 2022-02-08 21:07:00,848 - mmaction - INFO - Epoch [76][640/940] lr: 4.000e-01, eta: 2 days, 18:14:49, time: 1.267, data_time: 0.106, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5852, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.1480 2022-02-08 21:07:25,802 - mmaction - INFO - Epoch [76][660/940] lr: 4.000e-01, eta: 2 days, 18:13:44, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5844, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.1501 2022-02-08 21:07:50,820 - mmaction - INFO - Epoch [76][680/940] lr: 4.000e-01, eta: 2 days, 18:12:40, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5748, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.1286 2022-02-08 21:08:16,025 - mmaction - INFO - Epoch [76][700/940] lr: 4.000e-01, eta: 2 days, 18:11:38, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5789, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1448 2022-02-08 21:08:41,000 - mmaction - INFO - Epoch [76][720/940] lr: 4.000e-01, eta: 2 days, 18:10:34, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5793, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.1307 2022-02-08 21:09:06,021 - mmaction - INFO - Epoch [76][740/940] lr: 4.000e-01, eta: 2 days, 18:09:31, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5770, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1403 2022-02-08 21:09:30,759 - mmaction - INFO - Epoch [76][760/940] lr: 4.000e-01, eta: 2 days, 18:08:24, time: 1.237, data_time: 0.073, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5867, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.1391 2022-02-08 21:09:55,561 - mmaction - INFO - Epoch [76][780/940] lr: 4.000e-01, eta: 2 days, 18:07:18, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1505 2022-02-08 21:10:20,551 - mmaction - INFO - Epoch [76][800/940] lr: 4.000e-01, eta: 2 days, 18:06:15, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5670, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1307 2022-02-08 21:10:45,042 - mmaction - INFO - Epoch [76][820/940] lr: 4.000e-01, eta: 2 days, 18:05:05, time: 1.225, data_time: 0.059, memory: 9488, top1_acc: 0.3420, top5_acc: 0.5918, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1354 2022-02-08 21:11:09,942 - mmaction - INFO - Epoch [76][840/940] lr: 4.000e-01, eta: 2 days, 18:04:01, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5752, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1646 2022-02-08 21:11:34,671 - mmaction - INFO - Epoch [76][860/940] lr: 4.000e-01, eta: 2 days, 18:02:55, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5809, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.1456 2022-02-08 21:11:59,457 - mmaction - INFO - Epoch [76][880/940] lr: 4.000e-01, eta: 2 days, 18:01:49, time: 1.239, data_time: 0.066, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5883, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.1637 2022-02-08 21:12:24,359 - mmaction - INFO - Epoch [76][900/940] lr: 4.000e-01, eta: 2 days, 18:00:45, time: 1.245, data_time: 0.058, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5723, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.1664 2022-02-08 21:12:49,327 - mmaction - INFO - Epoch [76][920/940] lr: 4.000e-01, eta: 2 days, 17:59:42, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5783, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1641 2022-02-08 21:13:13,140 - mmaction - INFO - Epoch [76][940/940] lr: 4.000e-01, eta: 2 days, 17:58:26, time: 1.191, data_time: 0.066, memory: 9488, top1_acc: 0.3228, top5_acc: 0.5735, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.1631 2022-02-08 21:16:18,451 - mmaction - INFO - Epoch [77][20/940] lr: 4.000e-01, eta: 2 days, 18:26:36, time: 9.050, data_time: 6.495, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5834, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1582 2022-02-08 21:16:41,747 - mmaction - INFO - Epoch [77][40/940] lr: 4.000e-01, eta: 2 days, 18:25:12, time: 1.166, data_time: 0.048, memory: 9488, top1_acc: 0.3187, top5_acc: 0.5729, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.1517 2022-02-08 21:17:05,393 - mmaction - INFO - Epoch [77][60/940] lr: 4.000e-01, eta: 2 days, 18:23:52, time: 1.183, data_time: 0.044, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5893, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.1445 2022-02-08 21:17:29,499 - mmaction - INFO - Epoch [77][80/940] lr: 4.000e-01, eta: 2 days, 18:22:37, time: 1.204, data_time: 0.043, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5891, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.1508 2022-02-08 21:17:53,902 - mmaction - INFO - Epoch [77][100/940] lr: 4.000e-01, eta: 2 days, 18:21:26, time: 1.220, data_time: 0.051, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.1328 2022-02-08 21:18:18,509 - mmaction - INFO - Epoch [77][120/940] lr: 4.000e-01, eta: 2 days, 18:20:17, time: 1.230, data_time: 0.051, memory: 9488, top1_acc: 0.3410, top5_acc: 0.6020, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.1412 2022-02-08 21:18:43,374 - mmaction - INFO - Epoch [77][140/940] lr: 4.000e-01, eta: 2 days, 18:19:11, time: 1.244, data_time: 0.059, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.1283 2022-02-08 21:19:07,844 - mmaction - INFO - Epoch [77][160/940] lr: 4.000e-01, eta: 2 days, 18:18:01, time: 1.223, data_time: 0.052, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5824, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1565 2022-02-08 21:19:32,480 - mmaction - INFO - Epoch [77][180/940] lr: 4.000e-01, eta: 2 days, 18:16:52, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5889, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.1432 2022-02-08 21:19:57,412 - mmaction - INFO - Epoch [77][200/940] lr: 4.000e-01, eta: 2 days, 18:15:48, time: 1.247, data_time: 0.053, memory: 9488, top1_acc: 0.3488, top5_acc: 0.5959, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.1323 2022-02-08 21:20:22,400 - mmaction - INFO - Epoch [77][220/940] lr: 4.000e-01, eta: 2 days, 18:14:43, time: 1.249, data_time: 0.048, memory: 9488, top1_acc: 0.3432, top5_acc: 0.5857, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.1641 2022-02-08 21:20:47,509 - mmaction - INFO - Epoch [77][240/940] lr: 4.000e-01, eta: 2 days, 18:13:41, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5799, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.1400 2022-02-08 21:21:12,814 - mmaction - INFO - Epoch [77][260/940] lr: 4.000e-01, eta: 2 days, 18:12:40, time: 1.265, data_time: 0.061, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5914, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.1478 2022-02-08 21:21:37,661 - mmaction - INFO - Epoch [77][280/940] lr: 4.000e-01, eta: 2 days, 18:11:35, time: 1.242, data_time: 0.055, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5859, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.1636 2022-02-08 21:22:02,616 - mmaction - INFO - Epoch [77][300/940] lr: 4.000e-01, eta: 2 days, 18:10:31, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5721, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.1511 2022-02-08 21:22:27,820 - mmaction - INFO - Epoch [77][320/940] lr: 4.000e-01, eta: 2 days, 18:09:30, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5822, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1600 2022-02-08 21:22:52,804 - mmaction - INFO - Epoch [77][340/940] lr: 4.000e-01, eta: 2 days, 18:08:26, time: 1.249, data_time: 0.054, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5955, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.1377 2022-02-08 21:23:17,324 - mmaction - INFO - Epoch [77][360/940] lr: 4.000e-01, eta: 2 days, 18:07:17, time: 1.226, data_time: 0.061, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5924, loss_cls: 3.0275, loss: 3.0275, grad_norm: 1.1623 2022-02-08 21:23:42,713 - mmaction - INFO - Epoch [77][380/940] lr: 4.000e-01, eta: 2 days, 18:06:19, time: 1.270, data_time: 0.085, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5893, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.1467 2022-02-08 21:24:08,021 - mmaction - INFO - Epoch [77][400/940] lr: 4.000e-01, eta: 2 days, 18:05:19, time: 1.265, data_time: 0.063, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5773, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.1252 2022-02-08 21:24:32,736 - mmaction - INFO - Epoch [77][420/940] lr: 4.000e-01, eta: 2 days, 18:04:13, time: 1.236, data_time: 0.055, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5695, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1514 2022-02-08 21:24:57,267 - mmaction - INFO - Epoch [77][440/940] lr: 4.000e-01, eta: 2 days, 18:03:05, time: 1.226, data_time: 0.058, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5717, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1598 2022-02-08 21:25:22,160 - mmaction - INFO - Epoch [77][460/940] lr: 4.000e-01, eta: 2 days, 18:02:01, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.3453, top5_acc: 0.5865, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1474 2022-02-08 21:25:47,067 - mmaction - INFO - Epoch [77][480/940] lr: 4.000e-01, eta: 2 days, 18:00:57, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5910, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.1586 2022-02-08 21:26:11,741 - mmaction - INFO - Epoch [77][500/940] lr: 4.000e-01, eta: 2 days, 17:59:51, time: 1.234, data_time: 0.055, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5889, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.1737 2022-02-08 21:26:36,709 - mmaction - INFO - Epoch [77][520/940] lr: 4.000e-01, eta: 2 days, 17:58:48, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5723, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1581 2022-02-08 21:27:01,584 - mmaction - INFO - Epoch [77][540/940] lr: 4.000e-01, eta: 2 days, 17:57:44, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5756, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.1412 2022-02-08 21:27:26,368 - mmaction - INFO - Epoch [77][560/940] lr: 4.000e-01, eta: 2 days, 17:56:40, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5801, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1495 2022-02-08 21:27:51,421 - mmaction - INFO - Epoch [77][580/940] lr: 4.000e-01, eta: 2 days, 17:55:38, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5738, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1473 2022-02-08 21:28:16,636 - mmaction - INFO - Epoch [77][600/940] lr: 4.000e-01, eta: 2 days, 17:54:38, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5906, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.1531 2022-02-08 21:28:41,728 - mmaction - INFO - Epoch [77][620/940] lr: 4.000e-01, eta: 2 days, 17:53:37, time: 1.255, data_time: 0.057, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5711, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.1568 2022-02-08 21:29:06,773 - mmaction - INFO - Epoch [77][640/940] lr: 4.000e-01, eta: 2 days, 17:52:36, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5830, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1356 2022-02-08 21:29:32,157 - mmaction - INFO - Epoch [77][660/940] lr: 4.000e-01, eta: 2 days, 17:51:38, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5807, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1272 2022-02-08 21:29:57,335 - mmaction - INFO - Epoch [77][680/940] lr: 4.000e-01, eta: 2 days, 17:50:38, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5883, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.1475 2022-02-08 21:30:22,691 - mmaction - INFO - Epoch [77][700/940] lr: 4.000e-01, eta: 2 days, 17:49:40, time: 1.268, data_time: 0.064, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5918, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.1281 2022-02-08 21:30:48,019 - mmaction - INFO - Epoch [77][720/940] lr: 4.000e-01, eta: 2 days, 17:48:42, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5758, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.1368 2022-02-08 21:31:13,573 - mmaction - INFO - Epoch [77][740/940] lr: 4.000e-01, eta: 2 days, 17:47:47, time: 1.277, data_time: 0.076, memory: 9488, top1_acc: 0.3459, top5_acc: 0.5898, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.1641 2022-02-08 21:31:38,731 - mmaction - INFO - Epoch [77][760/940] lr: 4.000e-01, eta: 2 days, 17:46:47, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5801, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.1543 2022-02-08 21:32:04,153 - mmaction - INFO - Epoch [77][780/940] lr: 4.000e-01, eta: 2 days, 17:45:50, time: 1.271, data_time: 0.074, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5703, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1432 2022-02-08 21:32:29,505 - mmaction - INFO - Epoch [77][800/940] lr: 4.000e-01, eta: 2 days, 17:44:53, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5729, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.1265 2022-02-08 21:32:54,620 - mmaction - INFO - Epoch [77][820/940] lr: 4.000e-01, eta: 2 days, 17:43:53, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5750, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.1099 2022-02-08 21:33:19,868 - mmaction - INFO - Epoch [77][840/940] lr: 4.000e-01, eta: 2 days, 17:42:54, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5826, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.1509 2022-02-08 21:33:45,196 - mmaction - INFO - Epoch [77][860/940] lr: 4.000e-01, eta: 2 days, 17:41:57, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5689, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.1417 2022-02-08 21:34:10,419 - mmaction - INFO - Epoch [77][880/940] lr: 4.000e-01, eta: 2 days, 17:40:58, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5715, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1283 2022-02-08 21:34:35,856 - mmaction - INFO - Epoch [77][900/940] lr: 4.000e-01, eta: 2 days, 17:40:02, time: 1.271, data_time: 0.069, memory: 9488, top1_acc: 0.3195, top5_acc: 0.5828, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1716 2022-02-08 21:35:00,847 - mmaction - INFO - Epoch [77][920/940] lr: 4.000e-01, eta: 2 days, 17:39:01, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1463 2022-02-08 21:35:24,640 - mmaction - INFO - Epoch [77][940/940] lr: 4.000e-01, eta: 2 days, 17:37:48, time: 1.190, data_time: 0.055, memory: 9488, top1_acc: 0.3208, top5_acc: 0.5844, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.1527 2022-02-08 21:38:23,889 - mmaction - INFO - Epoch [78][20/940] lr: 4.000e-01, eta: 2 days, 18:03:03, time: 8.741, data_time: 6.647, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5797, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.1464 2022-02-08 21:38:47,251 - mmaction - INFO - Epoch [78][40/940] lr: 4.000e-01, eta: 2 days, 18:01:43, time: 1.168, data_time: 0.050, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5836, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1440 2022-02-08 21:39:10,818 - mmaction - INFO - Epoch [78][60/940] lr: 4.000e-01, eta: 2 days, 18:00:26, time: 1.178, data_time: 0.047, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5932, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.1549 2022-02-08 21:39:34,347 - mmaction - INFO - Epoch [78][80/940] lr: 4.000e-01, eta: 2 days, 17:59:08, time: 1.176, data_time: 0.045, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5834, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.1634 2022-02-08 21:39:58,583 - mmaction - INFO - Epoch [78][100/940] lr: 4.000e-01, eta: 2 days, 17:57:58, time: 1.212, data_time: 0.047, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5785, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1472 2022-02-08 21:40:22,969 - mmaction - INFO - Epoch [78][120/940] lr: 4.000e-01, eta: 2 days, 17:56:49, time: 1.219, data_time: 0.053, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5912, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.1635 2022-02-08 21:43:40,370 - mmaction - INFO - Epoch [78][140/940] lr: 4.000e-01, eta: 2 days, 18:25:45, time: 9.870, data_time: 8.748, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5787, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1865 2022-02-08 21:44:04,360 - mmaction - INFO - Epoch [78][160/940] lr: 4.000e-01, eta: 2 days, 18:24:30, time: 1.200, data_time: 0.056, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5736, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1412 2022-02-08 21:44:28,505 - mmaction - INFO - Epoch [78][180/940] lr: 4.000e-01, eta: 2 days, 18:23:17, time: 1.207, data_time: 0.052, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5910, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.1434 2022-02-08 21:44:53,218 - mmaction - INFO - Epoch [78][200/940] lr: 4.000e-01, eta: 2 days, 18:22:10, time: 1.236, data_time: 0.057, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5732, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1522 2022-02-08 21:45:18,060 - mmaction - INFO - Epoch [78][220/940] lr: 4.000e-01, eta: 2 days, 18:21:03, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5779, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1708 2022-02-08 21:45:42,473 - mmaction - INFO - Epoch [78][240/940] lr: 4.000e-01, eta: 2 days, 18:19:54, time: 1.224, data_time: 0.062, memory: 9488, top1_acc: 0.3381, top5_acc: 0.5904, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.1161 2022-02-08 21:46:07,458 - mmaction - INFO - Epoch [78][260/940] lr: 4.000e-01, eta: 2 days, 18:18:50, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5844, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.1631 2022-02-08 21:46:32,320 - mmaction - INFO - Epoch [78][280/940] lr: 4.000e-01, eta: 2 days, 18:17:45, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5811, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1692 2022-02-08 21:46:57,252 - mmaction - INFO - Epoch [78][300/940] lr: 4.000e-01, eta: 2 days, 18:16:41, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.3170, top5_acc: 0.5797, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1357 2022-02-08 21:47:22,027 - mmaction - INFO - Epoch [78][320/940] lr: 4.000e-01, eta: 2 days, 18:15:35, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5877, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.1488 2022-02-08 21:47:46,916 - mmaction - INFO - Epoch [78][340/940] lr: 4.000e-01, eta: 2 days, 18:14:30, time: 1.244, data_time: 0.054, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5787, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.1446 2022-02-08 21:48:12,128 - mmaction - INFO - Epoch [78][360/940] lr: 4.000e-01, eta: 2 days, 18:13:29, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5760, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.1677 2022-02-08 21:48:37,314 - mmaction - INFO - Epoch [78][380/940] lr: 4.000e-01, eta: 2 days, 18:12:28, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5846, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.1300 2022-02-08 21:49:02,162 - mmaction - INFO - Epoch [78][400/940] lr: 4.000e-01, eta: 2 days, 18:11:23, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5908, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.1397 2022-02-08 21:49:27,158 - mmaction - INFO - Epoch [78][420/940] lr: 4.000e-01, eta: 2 days, 18:10:20, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5865, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.1472 2022-02-08 21:49:52,223 - mmaction - INFO - Epoch [78][440/940] lr: 4.000e-01, eta: 2 days, 18:09:17, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5814, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1581 2022-02-08 21:50:16,958 - mmaction - INFO - Epoch [78][460/940] lr: 4.000e-01, eta: 2 days, 18:08:12, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5863, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1310 2022-02-08 21:50:41,845 - mmaction - INFO - Epoch [78][480/940] lr: 4.000e-01, eta: 2 days, 18:07:08, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1242 2022-02-08 21:51:06,852 - mmaction - INFO - Epoch [78][500/940] lr: 4.000e-01, eta: 2 days, 18:06:05, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5742, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.1546 2022-02-08 21:51:31,702 - mmaction - INFO - Epoch [78][520/940] lr: 4.000e-01, eta: 2 days, 18:05:01, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1436 2022-02-08 21:51:56,316 - mmaction - INFO - Epoch [78][540/940] lr: 4.000e-01, eta: 2 days, 18:03:55, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5795, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.1545 2022-02-08 21:52:21,271 - mmaction - INFO - Epoch [78][560/940] lr: 4.000e-01, eta: 2 days, 18:02:52, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5891, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1323 2022-02-08 21:52:45,891 - mmaction - INFO - Epoch [78][580/940] lr: 4.000e-01, eta: 2 days, 18:01:45, time: 1.231, data_time: 0.060, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5871, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1668 2022-02-08 21:53:10,613 - mmaction - INFO - Epoch [78][600/940] lr: 4.000e-01, eta: 2 days, 18:00:40, time: 1.236, data_time: 0.064, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5740, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1399 2022-02-08 21:53:35,463 - mmaction - INFO - Epoch [78][620/940] lr: 4.000e-01, eta: 2 days, 17:59:37, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5793, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.1891 2022-02-08 21:54:00,049 - mmaction - INFO - Epoch [78][640/940] lr: 4.000e-01, eta: 2 days, 17:58:30, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5732, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1640 2022-02-08 21:54:24,868 - mmaction - INFO - Epoch [78][660/940] lr: 4.000e-01, eta: 2 days, 17:57:27, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5779, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1621 2022-02-08 21:54:49,758 - mmaction - INFO - Epoch [78][680/940] lr: 4.000e-01, eta: 2 days, 17:56:24, time: 1.245, data_time: 0.054, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5691, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.1781 2022-02-08 21:55:15,008 - mmaction - INFO - Epoch [78][700/940] lr: 4.000e-01, eta: 2 days, 17:55:24, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5680, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.1330 2022-02-08 21:55:39,787 - mmaction - INFO - Epoch [78][720/940] lr: 4.000e-01, eta: 2 days, 17:54:20, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5738, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1601 2022-02-08 21:56:04,446 - mmaction - INFO - Epoch [78][740/940] lr: 4.000e-01, eta: 2 days, 17:53:15, time: 1.233, data_time: 0.057, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5893, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.1462 2022-02-08 21:56:29,123 - mmaction - INFO - Epoch [78][760/940] lr: 4.000e-01, eta: 2 days, 17:52:11, time: 1.235, data_time: 0.060, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5822, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.1426 2022-02-08 21:56:53,899 - mmaction - INFO - Epoch [78][780/940] lr: 4.000e-01, eta: 2 days, 17:51:07, time: 1.238, data_time: 0.058, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5752, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.1307 2022-02-08 21:57:18,713 - mmaction - INFO - Epoch [78][800/940] lr: 4.000e-01, eta: 2 days, 17:50:04, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3189, top5_acc: 0.5850, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1266 2022-02-08 21:57:43,518 - mmaction - INFO - Epoch [78][820/940] lr: 4.000e-01, eta: 2 days, 17:49:01, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5736, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.1350 2022-02-08 21:58:08,395 - mmaction - INFO - Epoch [78][840/940] lr: 4.000e-01, eta: 2 days, 17:47:58, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5900, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.1439 2022-02-08 21:58:33,012 - mmaction - INFO - Epoch [78][860/940] lr: 4.000e-01, eta: 2 days, 17:46:53, time: 1.230, data_time: 0.063, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5885, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.1604 2022-02-08 21:58:57,936 - mmaction - INFO - Epoch [78][880/940] lr: 4.000e-01, eta: 2 days, 17:45:52, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5832, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.1445 2022-02-08 21:59:22,891 - mmaction - INFO - Epoch [78][900/940] lr: 4.000e-01, eta: 2 days, 17:44:50, time: 1.248, data_time: 0.054, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5738, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1288 2022-02-08 21:59:47,907 - mmaction - INFO - Epoch [78][920/940] lr: 4.000e-01, eta: 2 days, 17:43:50, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5674, loss_cls: 3.1703, loss: 3.1703, grad_norm: 1.1409 2022-02-08 22:00:11,907 - mmaction - INFO - Epoch [78][940/940] lr: 4.000e-01, eta: 2 days, 17:42:39, time: 1.201, data_time: 0.062, memory: 9488, top1_acc: 0.3263, top5_acc: 0.5824, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.1636 2022-02-08 22:03:12,552 - mmaction - INFO - Epoch [79][20/940] lr: 4.000e-01, eta: 2 days, 18:06:55, time: 8.929, data_time: 7.682, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1286 2022-02-08 22:03:35,902 - mmaction - INFO - Epoch [79][40/940] lr: 4.000e-01, eta: 2 days, 18:05:37, time: 1.168, data_time: 0.049, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5854, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.1633 2022-02-08 22:03:59,596 - mmaction - INFO - Epoch [79][60/940] lr: 4.000e-01, eta: 2 days, 18:04:21, time: 1.184, data_time: 0.043, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5859, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.1502 2022-02-08 22:04:23,554 - mmaction - INFO - Epoch [79][80/940] lr: 4.000e-01, eta: 2 days, 18:03:09, time: 1.199, data_time: 0.043, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5861, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.1748 2022-02-08 22:04:47,812 - mmaction - INFO - Epoch [79][100/940] lr: 4.000e-01, eta: 2 days, 18:01:59, time: 1.212, data_time: 0.048, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5854, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.1412 2022-02-08 22:05:12,138 - mmaction - INFO - Epoch [79][120/940] lr: 4.000e-01, eta: 2 days, 18:00:51, time: 1.217, data_time: 0.051, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5813, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1712 2022-02-08 22:05:36,711 - mmaction - INFO - Epoch [79][140/940] lr: 4.000e-01, eta: 2 days, 17:59:44, time: 1.228, data_time: 0.053, memory: 9488, top1_acc: 0.3438, top5_acc: 0.5934, loss_cls: 3.0130, loss: 3.0130, grad_norm: 1.1366 2022-02-08 22:06:01,404 - mmaction - INFO - Epoch [79][160/940] lr: 4.000e-01, eta: 2 days, 17:58:39, time: 1.235, data_time: 0.053, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5793, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.1745 2022-02-08 22:06:25,855 - mmaction - INFO - Epoch [79][180/940] lr: 4.000e-01, eta: 2 days, 17:57:32, time: 1.223, data_time: 0.058, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5824, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1627 2022-02-08 22:06:50,694 - mmaction - INFO - Epoch [79][200/940] lr: 4.000e-01, eta: 2 days, 17:56:29, time: 1.242, data_time: 0.055, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5822, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.1525 2022-02-08 22:07:15,757 - mmaction - INFO - Epoch [79][220/940] lr: 4.000e-01, eta: 2 days, 17:55:28, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5760, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1367 2022-02-08 22:07:40,606 - mmaction - INFO - Epoch [79][240/940] lr: 4.000e-01, eta: 2 days, 17:54:25, time: 1.242, data_time: 0.055, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5715, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1428 2022-02-08 22:08:05,440 - mmaction - INFO - Epoch [79][260/940] lr: 4.000e-01, eta: 2 days, 17:53:22, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5824, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1343 2022-02-08 22:08:29,981 - mmaction - INFO - Epoch [79][280/940] lr: 4.000e-01, eta: 2 days, 17:52:16, time: 1.226, data_time: 0.058, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5932, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.1309 2022-02-08 22:08:54,644 - mmaction - INFO - Epoch [79][300/940] lr: 4.000e-01, eta: 2 days, 17:51:11, time: 1.233, data_time: 0.054, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5893, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.1479 2022-02-08 22:09:19,212 - mmaction - INFO - Epoch [79][320/940] lr: 4.000e-01, eta: 2 days, 17:50:06, time: 1.228, data_time: 0.055, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5859, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.1547 2022-02-08 22:09:43,958 - mmaction - INFO - Epoch [79][340/940] lr: 4.000e-01, eta: 2 days, 17:49:02, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5770, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.1419 2022-02-08 22:10:09,534 - mmaction - INFO - Epoch [79][360/940] lr: 4.000e-01, eta: 2 days, 17:48:07, time: 1.279, data_time: 0.059, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5836, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1408 2022-02-08 22:10:34,350 - mmaction - INFO - Epoch [79][380/940] lr: 4.000e-01, eta: 2 days, 17:47:04, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5695, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1547 2022-02-08 22:10:59,122 - mmaction - INFO - Epoch [79][400/940] lr: 4.000e-01, eta: 2 days, 17:46:01, time: 1.239, data_time: 0.057, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5787, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.1407 2022-02-08 22:11:24,117 - mmaction - INFO - Epoch [79][420/940] lr: 4.000e-01, eta: 2 days, 17:45:00, time: 1.250, data_time: 0.056, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5762, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1449 2022-02-08 22:11:48,647 - mmaction - INFO - Epoch [79][440/940] lr: 4.000e-01, eta: 2 days, 17:43:55, time: 1.227, data_time: 0.059, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5771, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.1660 2022-02-08 22:12:13,237 - mmaction - INFO - Epoch [79][460/940] lr: 4.000e-01, eta: 2 days, 17:42:50, time: 1.229, data_time: 0.050, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.1601 2022-02-08 22:12:38,234 - mmaction - INFO - Epoch [79][480/940] lr: 4.000e-01, eta: 2 days, 17:41:50, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5736, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1483 2022-02-08 22:13:02,834 - mmaction - INFO - Epoch [79][500/940] lr: 4.000e-01, eta: 2 days, 17:40:45, time: 1.230, data_time: 0.055, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5809, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.1401 2022-02-08 22:13:27,400 - mmaction - INFO - Epoch [79][520/940] lr: 4.000e-01, eta: 2 days, 17:39:41, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5754, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.1355 2022-02-08 22:13:52,394 - mmaction - INFO - Epoch [79][540/940] lr: 4.000e-01, eta: 2 days, 17:38:41, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5684, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1534 2022-02-08 22:14:17,155 - mmaction - INFO - Epoch [79][560/940] lr: 4.000e-01, eta: 2 days, 17:37:38, time: 1.238, data_time: 0.073, memory: 9488, top1_acc: 0.3135, top5_acc: 0.5777, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.1653 2022-02-08 22:14:41,745 - mmaction - INFO - Epoch [79][580/940] lr: 4.000e-01, eta: 2 days, 17:36:34, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5727, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.1415 2022-02-08 22:15:06,292 - mmaction - INFO - Epoch [79][600/940] lr: 4.000e-01, eta: 2 days, 17:35:30, time: 1.227, data_time: 0.061, memory: 9488, top1_acc: 0.3463, top5_acc: 0.5879, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.1091 2022-02-08 22:15:30,882 - mmaction - INFO - Epoch [79][620/940] lr: 4.000e-01, eta: 2 days, 17:34:26, time: 1.229, data_time: 0.060, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5777, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1781 2022-02-08 22:15:55,528 - mmaction - INFO - Epoch [79][640/940] lr: 4.000e-01, eta: 2 days, 17:33:23, time: 1.233, data_time: 0.061, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5719, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1400 2022-02-08 22:16:20,508 - mmaction - INFO - Epoch [79][660/940] lr: 4.000e-01, eta: 2 days, 17:32:23, time: 1.249, data_time: 0.054, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5768, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1500 2022-02-08 22:16:45,278 - mmaction - INFO - Epoch [79][680/940] lr: 4.000e-01, eta: 2 days, 17:31:21, time: 1.238, data_time: 0.050, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5873, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.1199 2022-02-08 22:17:10,408 - mmaction - INFO - Epoch [79][700/940] lr: 4.000e-01, eta: 2 days, 17:30:22, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.1450 2022-02-08 22:17:35,476 - mmaction - INFO - Epoch [79][720/940] lr: 4.000e-01, eta: 2 days, 17:29:24, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5768, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1909 2022-02-08 22:18:00,563 - mmaction - INFO - Epoch [79][740/940] lr: 4.000e-01, eta: 2 days, 17:28:25, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5785, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.1620 2022-02-08 22:18:25,769 - mmaction - INFO - Epoch [79][760/940] lr: 4.000e-01, eta: 2 days, 17:27:27, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5846, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1280 2022-02-08 22:18:50,585 - mmaction - INFO - Epoch [79][780/940] lr: 4.000e-01, eta: 2 days, 17:26:26, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5682, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.1199 2022-02-08 22:19:15,620 - mmaction - INFO - Epoch [79][800/940] lr: 4.000e-01, eta: 2 days, 17:25:28, time: 1.252, data_time: 0.056, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5820, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.1188 2022-02-08 22:19:40,568 - mmaction - INFO - Epoch [79][820/940] lr: 4.000e-01, eta: 2 days, 17:24:28, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5771, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1459 2022-02-08 22:20:05,349 - mmaction - INFO - Epoch [79][840/940] lr: 4.000e-01, eta: 2 days, 17:23:27, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5715, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.1388 2022-02-08 22:20:30,116 - mmaction - INFO - Epoch [79][860/940] lr: 4.000e-01, eta: 2 days, 17:22:26, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5891, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1277 2022-02-08 22:20:55,336 - mmaction - INFO - Epoch [79][880/940] lr: 4.000e-01, eta: 2 days, 17:21:29, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5848, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1489 2022-02-08 22:21:19,858 - mmaction - INFO - Epoch [79][900/940] lr: 4.000e-01, eta: 2 days, 17:20:25, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5719, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.1323 2022-02-08 22:21:44,840 - mmaction - INFO - Epoch [79][920/940] lr: 4.000e-01, eta: 2 days, 17:19:27, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5910, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.1335 2022-02-08 22:22:08,615 - mmaction - INFO - Epoch [79][940/940] lr: 4.000e-01, eta: 2 days, 17:18:17, time: 1.189, data_time: 0.055, memory: 9488, top1_acc: 0.3269, top5_acc: 0.5716, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1312 2022-02-08 22:25:20,621 - mmaction - INFO - Epoch [80][20/940] lr: 4.000e-01, eta: 2 days, 17:42:29, time: 9.373, data_time: 7.305, memory: 9488, top1_acc: 0.3387, top5_acc: 0.5875, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.1271 2022-02-08 22:25:43,997 - mmaction - INFO - Epoch [80][40/940] lr: 4.000e-01, eta: 2 days, 17:41:14, time: 1.171, data_time: 0.053, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5762, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.1576 2022-02-08 22:26:07,546 - mmaction - INFO - Epoch [80][60/940] lr: 4.000e-01, eta: 2 days, 17:40:01, time: 1.177, data_time: 0.050, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5744, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.1476 2022-02-08 22:26:31,407 - mmaction - INFO - Epoch [80][80/940] lr: 4.000e-01, eta: 2 days, 17:38:50, time: 1.193, data_time: 0.042, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5883, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1391 2022-02-08 22:26:55,553 - mmaction - INFO - Epoch [80][100/940] lr: 4.000e-01, eta: 2 days, 17:37:42, time: 1.208, data_time: 0.046, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5781, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.1593 2022-02-08 22:27:19,888 - mmaction - INFO - Epoch [80][120/940] lr: 4.000e-01, eta: 2 days, 17:36:36, time: 1.217, data_time: 0.054, memory: 9488, top1_acc: 0.3436, top5_acc: 0.5908, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.1587 2022-02-08 22:27:44,498 - mmaction - INFO - Epoch [80][140/940] lr: 4.000e-01, eta: 2 days, 17:35:32, time: 1.231, data_time: 0.052, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5877, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.1526 2022-02-08 22:28:09,248 - mmaction - INFO - Epoch [80][160/940] lr: 4.000e-01, eta: 2 days, 17:34:30, time: 1.237, data_time: 0.056, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5963, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.1456 2022-02-08 22:28:33,861 - mmaction - INFO - Epoch [80][180/940] lr: 4.000e-01, eta: 2 days, 17:33:27, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5834, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.1437 2022-02-08 22:28:58,461 - mmaction - INFO - Epoch [80][200/940] lr: 4.000e-01, eta: 2 days, 17:32:23, time: 1.230, data_time: 0.056, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5883, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.1608 2022-02-08 22:29:23,433 - mmaction - INFO - Epoch [80][220/940] lr: 4.000e-01, eta: 2 days, 17:31:23, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5766, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.1356 2022-02-08 22:29:48,216 - mmaction - INFO - Epoch [80][240/940] lr: 4.000e-01, eta: 2 days, 17:30:22, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5791, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1895 2022-02-08 22:30:13,376 - mmaction - INFO - Epoch [80][260/940] lr: 4.000e-01, eta: 2 days, 17:29:24, time: 1.257, data_time: 0.059, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5764, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1306 2022-02-08 22:30:38,197 - mmaction - INFO - Epoch [80][280/940] lr: 4.000e-01, eta: 2 days, 17:28:23, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5844, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.1726 2022-02-08 22:31:03,024 - mmaction - INFO - Epoch [80][300/940] lr: 4.000e-01, eta: 2 days, 17:27:22, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5799, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1447 2022-02-08 22:31:28,173 - mmaction - INFO - Epoch [80][320/940] lr: 4.000e-01, eta: 2 days, 17:26:24, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5867, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1673 2022-02-08 22:31:53,441 - mmaction - INFO - Epoch [80][340/940] lr: 4.000e-01, eta: 2 days, 17:25:27, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5822, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1595 2022-02-08 22:32:18,181 - mmaction - INFO - Epoch [80][360/940] lr: 4.000e-01, eta: 2 days, 17:24:26, time: 1.237, data_time: 0.057, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5787, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1343 2022-02-08 22:32:43,181 - mmaction - INFO - Epoch [80][380/940] lr: 4.000e-01, eta: 2 days, 17:23:27, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5842, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1414 2022-02-08 22:33:08,319 - mmaction - INFO - Epoch [80][400/940] lr: 4.000e-01, eta: 2 days, 17:22:29, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5902, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.1321 2022-02-08 22:33:33,290 - mmaction - INFO - Epoch [80][420/940] lr: 4.000e-01, eta: 2 days, 17:21:30, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.3422, top5_acc: 0.5920, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.1514 2022-02-08 22:33:57,902 - mmaction - INFO - Epoch [80][440/940] lr: 4.000e-01, eta: 2 days, 17:20:28, time: 1.231, data_time: 0.061, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5916, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.1769 2022-02-08 22:34:23,168 - mmaction - INFO - Epoch [80][460/940] lr: 4.000e-01, eta: 2 days, 17:19:32, time: 1.262, data_time: 0.061, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5893, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1604 2022-02-08 22:34:48,341 - mmaction - INFO - Epoch [80][480/940] lr: 4.000e-01, eta: 2 days, 17:18:35, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5818, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.1573 2022-02-08 22:35:12,844 - mmaction - INFO - Epoch [80][500/940] lr: 4.000e-01, eta: 2 days, 17:17:31, time: 1.225, data_time: 0.054, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5857, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1411 2022-02-08 22:35:37,696 - mmaction - INFO - Epoch [80][520/940] lr: 4.000e-01, eta: 2 days, 17:16:32, time: 1.243, data_time: 0.060, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5824, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.1405 2022-02-08 22:36:02,767 - mmaction - INFO - Epoch [80][540/940] lr: 4.000e-01, eta: 2 days, 17:15:34, time: 1.253, data_time: 0.054, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5971, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.1543 2022-02-08 22:36:27,555 - mmaction - INFO - Epoch [80][560/940] lr: 4.000e-01, eta: 2 days, 17:14:34, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5811, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1481 2022-02-08 22:36:52,338 - mmaction - INFO - Epoch [80][580/940] lr: 4.000e-01, eta: 2 days, 17:13:33, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.1349 2022-02-08 22:37:17,310 - mmaction - INFO - Epoch [80][600/940] lr: 4.000e-01, eta: 2 days, 17:12:35, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5820, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.1416 2022-02-08 22:37:42,403 - mmaction - INFO - Epoch [80][620/940] lr: 4.000e-01, eta: 2 days, 17:11:38, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5744, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.1493 2022-02-08 22:38:07,424 - mmaction - INFO - Epoch [80][640/940] lr: 4.000e-01, eta: 2 days, 17:10:40, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5768, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.1490 2022-02-08 22:38:32,388 - mmaction - INFO - Epoch [80][660/940] lr: 4.000e-01, eta: 2 days, 17:09:42, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5658, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.1457 2022-02-08 22:38:57,390 - mmaction - INFO - Epoch [80][680/940] lr: 4.000e-01, eta: 2 days, 17:08:44, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3180, top5_acc: 0.5762, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1362 2022-02-08 22:39:22,385 - mmaction - INFO - Epoch [80][700/940] lr: 4.000e-01, eta: 2 days, 17:07:46, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5813, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.1583 2022-02-08 22:39:47,252 - mmaction - INFO - Epoch [80][720/940] lr: 4.000e-01, eta: 2 days, 17:06:47, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5783, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1547 2022-02-08 22:40:12,192 - mmaction - INFO - Epoch [80][740/940] lr: 4.000e-01, eta: 2 days, 17:05:49, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5805, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.1561 2022-02-08 22:40:37,053 - mmaction - INFO - Epoch [80][760/940] lr: 4.000e-01, eta: 2 days, 17:04:50, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5807, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1612 2022-02-08 22:41:01,966 - mmaction - INFO - Epoch [80][780/940] lr: 4.000e-01, eta: 2 days, 17:03:51, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.3145, top5_acc: 0.5656, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1387 2022-02-08 22:41:26,830 - mmaction - INFO - Epoch [80][800/940] lr: 4.000e-01, eta: 2 days, 17:02:53, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5826, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.1700 2022-02-08 22:41:51,832 - mmaction - INFO - Epoch [80][820/940] lr: 4.000e-01, eta: 2 days, 17:01:55, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5889, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1424 2022-02-08 22:42:16,651 - mmaction - INFO - Epoch [80][840/940] lr: 4.000e-01, eta: 2 days, 17:00:56, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5801, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.1723 2022-02-08 22:42:41,555 - mmaction - INFO - Epoch [80][860/940] lr: 4.000e-01, eta: 2 days, 16:59:58, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5820, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.1280 2022-02-08 22:43:06,106 - mmaction - INFO - Epoch [80][880/940] lr: 4.000e-01, eta: 2 days, 16:58:57, time: 1.228, data_time: 0.058, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5834, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1312 2022-02-08 22:43:31,031 - mmaction - INFO - Epoch [80][900/940] lr: 4.000e-01, eta: 2 days, 16:57:59, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5793, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1267 2022-02-08 22:43:56,178 - mmaction - INFO - Epoch [80][920/940] lr: 4.000e-01, eta: 2 days, 16:57:04, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5814, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1211 2022-02-08 22:44:20,055 - mmaction - INFO - Epoch [80][940/940] lr: 4.000e-01, eta: 2 days, 16:55:57, time: 1.194, data_time: 0.063, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5773, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1638 2022-02-08 22:44:27,014 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-08 22:44:27,017 - mmaction - INFO - 110 BN found 2022-02-08 22:48:42,816 - mmaction - INFO - BN stats updated 2022-02-08 22:48:44,820 - mmaction - INFO - Saving checkpoint at 80 epochs 2022-02-08 22:52:53,571 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 22:52:54,325 - mmaction - INFO - top1_acc 0.4011 top5_acc 0.6812 2022-02-08 22:52:54,325 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 22:52:54,356 - mmaction - INFO - mean_acc 0.4009 2022-02-08 22:52:54,363 - mmaction - INFO - Epoch(val) [80][78] top1_acc: 0.4011, top5_acc: 0.6812, mean_class_accuracy: 0.4009 2022-02-08 22:55:34,532 - mmaction - INFO - Epoch [81][20/940] lr: 4.000e-01, eta: 2 days, 17:14:47, time: 8.003, data_time: 6.605, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5891, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1747 2022-02-08 22:55:57,808 - mmaction - INFO - Epoch [81][40/940] lr: 4.000e-01, eta: 2 days, 17:13:34, time: 1.168, data_time: 0.055, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5795, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.1343 2022-02-08 22:56:21,170 - mmaction - INFO - Epoch [81][60/940] lr: 4.000e-01, eta: 2 days, 17:12:22, time: 1.168, data_time: 0.045, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5896, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.1799 2022-02-08 22:56:44,909 - mmaction - INFO - Epoch [81][80/940] lr: 4.000e-01, eta: 2 days, 17:11:13, time: 1.188, data_time: 0.044, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5908, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.1209 2022-02-08 22:57:08,884 - mmaction - INFO - Epoch [81][100/940] lr: 4.000e-01, eta: 2 days, 17:10:06, time: 1.199, data_time: 0.050, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5830, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.1531 2022-02-08 22:57:32,910 - mmaction - INFO - Epoch [81][120/940] lr: 4.000e-01, eta: 2 days, 17:08:59, time: 1.201, data_time: 0.051, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5811, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.1358 2022-02-08 22:57:57,250 - mmaction - INFO - Epoch [81][140/940] lr: 4.000e-01, eta: 2 days, 17:07:56, time: 1.217, data_time: 0.050, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5758, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.1484 2022-02-08 22:58:21,794 - mmaction - INFO - Epoch [81][160/940] lr: 4.000e-01, eta: 2 days, 17:06:54, time: 1.227, data_time: 0.055, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5811, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.1598 2022-02-08 22:58:46,500 - mmaction - INFO - Epoch [81][180/940] lr: 4.000e-01, eta: 2 days, 17:05:54, time: 1.235, data_time: 0.055, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5896, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.1651 2022-02-08 22:59:11,193 - mmaction - INFO - Epoch [81][200/940] lr: 4.000e-01, eta: 2 days, 17:04:54, time: 1.235, data_time: 0.054, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5820, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.1498 2022-02-08 22:59:35,838 - mmaction - INFO - Epoch [81][220/940] lr: 4.000e-01, eta: 2 days, 17:03:53, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5846, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.1468 2022-02-08 23:00:00,691 - mmaction - INFO - Epoch [81][240/940] lr: 4.000e-01, eta: 2 days, 17:02:54, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5750, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1560 2022-02-08 23:00:25,592 - mmaction - INFO - Epoch [81][260/940] lr: 4.000e-01, eta: 2 days, 17:01:56, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5838, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.1359 2022-02-08 23:00:50,369 - mmaction - INFO - Epoch [81][280/940] lr: 4.000e-01, eta: 2 days, 17:00:57, time: 1.238, data_time: 0.059, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5869, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.1394 2022-02-08 23:01:14,912 - mmaction - INFO - Epoch [81][300/940] lr: 4.000e-01, eta: 2 days, 16:59:55, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.3439, top5_acc: 0.5912, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.1583 2022-02-08 23:01:39,716 - mmaction - INFO - Epoch [81][320/940] lr: 4.000e-01, eta: 2 days, 16:58:57, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5813, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.1611 2022-02-08 23:02:04,686 - mmaction - INFO - Epoch [81][340/940] lr: 4.000e-01, eta: 2 days, 16:57:59, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5992, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.1561 2022-02-08 23:02:29,724 - mmaction - INFO - Epoch [81][360/940] lr: 4.000e-01, eta: 2 days, 16:57:02, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5736, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.1472 2022-02-08 23:02:54,876 - mmaction - INFO - Epoch [81][380/940] lr: 4.000e-01, eta: 2 days, 16:56:07, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1641 2022-02-08 23:03:20,095 - mmaction - INFO - Epoch [81][400/940] lr: 4.000e-01, eta: 2 days, 16:55:12, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5834, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.1257 2022-02-08 23:03:45,311 - mmaction - INFO - Epoch [81][420/940] lr: 4.000e-01, eta: 2 days, 16:54:17, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5930, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.1543 2022-02-08 23:04:10,353 - mmaction - INFO - Epoch [81][440/940] lr: 4.000e-01, eta: 2 days, 16:53:20, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5766, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.1501 2022-02-08 23:04:35,443 - mmaction - INFO - Epoch [81][460/940] lr: 4.000e-01, eta: 2 days, 16:52:24, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.3471, top5_acc: 0.5844, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.1622 2022-02-08 23:05:00,474 - mmaction - INFO - Epoch [81][480/940] lr: 4.000e-01, eta: 2 days, 16:51:28, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5777, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.1561 2022-02-08 23:05:25,406 - mmaction - INFO - Epoch [81][500/940] lr: 4.000e-01, eta: 2 days, 16:50:31, time: 1.246, data_time: 0.055, memory: 9488, top1_acc: 0.3453, top5_acc: 0.5928, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.1571 2022-02-08 23:05:50,830 - mmaction - INFO - Epoch [81][520/940] lr: 4.000e-01, eta: 2 days, 16:49:38, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5824, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1384 2022-02-08 23:06:16,263 - mmaction - INFO - Epoch [81][540/940] lr: 4.000e-01, eta: 2 days, 16:48:45, time: 1.272, data_time: 0.070, memory: 9488, top1_acc: 0.3406, top5_acc: 0.5955, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.1330 2022-02-08 23:06:41,463 - mmaction - INFO - Epoch [81][560/940] lr: 4.000e-01, eta: 2 days, 16:47:51, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.3160, top5_acc: 0.5742, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1582 2022-02-08 23:07:06,327 - mmaction - INFO - Epoch [81][580/940] lr: 4.000e-01, eta: 2 days, 16:46:53, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5754, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.1792 2022-02-08 23:07:31,342 - mmaction - INFO - Epoch [81][600/940] lr: 4.000e-01, eta: 2 days, 16:45:57, time: 1.251, data_time: 0.057, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5656, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.1175 2022-02-08 23:07:55,937 - mmaction - INFO - Epoch [81][620/940] lr: 4.000e-01, eta: 2 days, 16:44:57, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5775, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1325 2022-02-08 23:08:21,313 - mmaction - INFO - Epoch [81][640/940] lr: 4.000e-01, eta: 2 days, 16:44:04, time: 1.269, data_time: 0.074, memory: 9488, top1_acc: 0.3477, top5_acc: 0.5971, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.1345 2022-02-08 23:08:46,198 - mmaction - INFO - Epoch [81][660/940] lr: 4.000e-01, eta: 2 days, 16:43:07, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5824, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1470 2022-02-08 23:09:11,097 - mmaction - INFO - Epoch [81][680/940] lr: 4.000e-01, eta: 2 days, 16:42:10, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5805, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1288 2022-02-08 23:09:35,855 - mmaction - INFO - Epoch [81][700/940] lr: 4.000e-01, eta: 2 days, 16:41:12, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5834, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.1429 2022-02-08 23:10:00,637 - mmaction - INFO - Epoch [81][720/940] lr: 4.000e-01, eta: 2 days, 16:40:15, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5709, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.1508 2022-02-08 23:10:25,734 - mmaction - INFO - Epoch [81][740/940] lr: 4.000e-01, eta: 2 days, 16:39:20, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5803, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1651 2022-02-08 23:10:50,688 - mmaction - INFO - Epoch [81][760/940] lr: 4.000e-01, eta: 2 days, 16:38:24, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.3443, top5_acc: 0.5932, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.1318 2022-02-08 23:11:15,765 - mmaction - INFO - Epoch [81][780/940] lr: 4.000e-01, eta: 2 days, 16:37:29, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5758, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.1555 2022-02-08 23:11:40,620 - mmaction - INFO - Epoch [81][800/940] lr: 4.000e-01, eta: 2 days, 16:36:32, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.3061, top5_acc: 0.5687, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.1423 2022-02-08 23:12:05,391 - mmaction - INFO - Epoch [81][820/940] lr: 4.000e-01, eta: 2 days, 16:35:34, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.3131, top5_acc: 0.5643, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1367 2022-02-08 23:12:30,371 - mmaction - INFO - Epoch [81][840/940] lr: 4.000e-01, eta: 2 days, 16:34:39, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5795, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.1496 2022-02-08 23:12:54,951 - mmaction - INFO - Epoch [81][860/940] lr: 4.000e-01, eta: 2 days, 16:33:40, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5830, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.1398 2022-02-08 23:13:19,866 - mmaction - INFO - Epoch [81][880/940] lr: 4.000e-01, eta: 2 days, 16:32:44, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5771, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1510 2022-02-08 23:13:44,739 - mmaction - INFO - Epoch [81][900/940] lr: 4.000e-01, eta: 2 days, 16:31:47, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5920, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.1444 2022-02-08 23:14:09,851 - mmaction - INFO - Epoch [81][920/940] lr: 4.000e-01, eta: 2 days, 16:30:53, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5924, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.1567 2022-02-08 23:14:33,526 - mmaction - INFO - Epoch [81][940/940] lr: 4.000e-01, eta: 2 days, 16:29:47, time: 1.184, data_time: 0.059, memory: 9488, top1_acc: 0.3131, top5_acc: 0.5759, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.1853 2022-02-08 23:18:13,639 - mmaction - INFO - Epoch [82][20/940] lr: 4.000e-01, eta: 2 days, 16:54:55, time: 10.640, data_time: 8.018, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5707, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1469 2022-02-08 23:18:36,917 - mmaction - INFO - Epoch [82][40/940] lr: 4.000e-01, eta: 2 days, 16:53:44, time: 1.164, data_time: 0.042, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5797, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.1447 2022-02-08 23:19:00,433 - mmaction - INFO - Epoch [82][60/940] lr: 4.000e-01, eta: 2 days, 16:52:35, time: 1.176, data_time: 0.043, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1456 2022-02-08 23:19:24,138 - mmaction - INFO - Epoch [82][80/940] lr: 4.000e-01, eta: 2 days, 16:51:27, time: 1.185, data_time: 0.048, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5850, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.1802 2022-02-08 23:19:48,242 - mmaction - INFO - Epoch [82][100/940] lr: 4.000e-01, eta: 2 days, 16:50:23, time: 1.205, data_time: 0.052, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5783, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.1552 2022-02-08 23:20:12,531 - mmaction - INFO - Epoch [82][120/940] lr: 4.000e-01, eta: 2 days, 16:49:21, time: 1.215, data_time: 0.057, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5736, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.1371 2022-02-08 23:20:37,156 - mmaction - INFO - Epoch [82][140/940] lr: 4.000e-01, eta: 2 days, 16:48:21, time: 1.230, data_time: 0.052, memory: 9488, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.1612 2022-02-08 23:21:01,833 - mmaction - INFO - Epoch [82][160/940] lr: 4.000e-01, eta: 2 days, 16:47:22, time: 1.234, data_time: 0.058, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5799, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.1239 2022-02-08 23:21:26,791 - mmaction - INFO - Epoch [82][180/940] lr: 4.000e-01, eta: 2 days, 16:46:26, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5775, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.1434 2022-02-08 23:21:51,942 - mmaction - INFO - Epoch [82][200/940] lr: 4.000e-01, eta: 2 days, 16:45:31, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5875, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.1354 2022-02-08 23:22:16,920 - mmaction - INFO - Epoch [82][220/940] lr: 4.000e-01, eta: 2 days, 16:44:34, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5729, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.1229 2022-02-08 23:22:41,771 - mmaction - INFO - Epoch [82][240/940] lr: 4.000e-01, eta: 2 days, 16:43:37, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.1295 2022-02-08 23:23:06,748 - mmaction - INFO - Epoch [82][260/940] lr: 4.000e-01, eta: 2 days, 16:42:41, time: 1.249, data_time: 0.057, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5871, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.1529 2022-02-08 23:23:31,976 - mmaction - INFO - Epoch [82][280/940] lr: 4.000e-01, eta: 2 days, 16:41:46, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5760, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.1569 2022-02-08 23:23:56,875 - mmaction - INFO - Epoch [82][300/940] lr: 4.000e-01, eta: 2 days, 16:40:50, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5826, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.1350 2022-02-08 23:24:22,132 - mmaction - INFO - Epoch [82][320/940] lr: 4.000e-01, eta: 2 days, 16:39:56, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.1700 2022-02-08 23:24:47,054 - mmaction - INFO - Epoch [82][340/940] lr: 4.000e-01, eta: 2 days, 16:39:00, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5770, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.1461 2022-02-08 23:25:12,255 - mmaction - INFO - Epoch [82][360/940] lr: 4.000e-01, eta: 2 days, 16:38:05, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5873, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.1857 2022-02-08 23:25:37,458 - mmaction - INFO - Epoch [82][380/940] lr: 4.000e-01, eta: 2 days, 16:37:11, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5711, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.1248 2022-02-08 23:26:02,385 - mmaction - INFO - Epoch [82][400/940] lr: 4.000e-01, eta: 2 days, 16:36:15, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5848, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.1619 2022-02-08 23:26:27,656 - mmaction - INFO - Epoch [82][420/940] lr: 4.000e-01, eta: 2 days, 16:35:22, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5814, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.1191 2022-02-08 23:26:52,776 - mmaction - INFO - Epoch [82][440/940] lr: 4.000e-01, eta: 2 days, 16:34:27, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.3424, top5_acc: 0.5826, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1543 2022-02-08 23:27:17,794 - mmaction - INFO - Epoch [82][460/940] lr: 4.000e-01, eta: 2 days, 16:33:32, time: 1.250, data_time: 0.055, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.1794 2022-02-08 23:27:42,836 - mmaction - INFO - Epoch [82][480/940] lr: 4.000e-01, eta: 2 days, 16:32:37, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5875, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.1401 2022-02-08 23:28:07,586 - mmaction - INFO - Epoch [82][500/940] lr: 4.000e-01, eta: 2 days, 16:31:39, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5873, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1687 2022-02-08 23:28:32,379 - mmaction - INFO - Epoch [82][520/940] lr: 4.000e-01, eta: 2 days, 16:30:42, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5840, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.1410 2022-02-08 23:28:57,435 - mmaction - INFO - Epoch [82][540/940] lr: 4.000e-01, eta: 2 days, 16:29:48, time: 1.253, data_time: 0.055, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5904, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.1606 2022-02-08 23:29:22,354 - mmaction - INFO - Epoch [82][560/940] lr: 4.000e-01, eta: 2 days, 16:28:52, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5762, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1694 2022-02-08 23:29:47,109 - mmaction - INFO - Epoch [82][580/940] lr: 4.000e-01, eta: 2 days, 16:27:55, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5736, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1549 2022-02-08 23:30:12,024 - mmaction - INFO - Epoch [82][600/940] lr: 4.000e-01, eta: 2 days, 16:26:59, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5879, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.1332 2022-02-08 23:30:36,938 - mmaction - INFO - Epoch [82][620/940] lr: 4.000e-01, eta: 2 days, 16:26:03, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5781, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.1667 2022-02-08 23:31:01,869 - mmaction - INFO - Epoch [82][640/940] lr: 4.000e-01, eta: 2 days, 16:25:08, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3154, top5_acc: 0.5748, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.1466 2022-02-08 23:31:26,795 - mmaction - INFO - Epoch [82][660/940] lr: 4.000e-01, eta: 2 days, 16:24:12, time: 1.246, data_time: 0.054, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5811, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1616 2022-02-08 23:31:51,893 - mmaction - INFO - Epoch [82][680/940] lr: 4.000e-01, eta: 2 days, 16:23:19, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5797, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.1422 2022-02-08 23:32:16,720 - mmaction - INFO - Epoch [82][700/940] lr: 4.000e-01, eta: 2 days, 16:22:22, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5611, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1411 2022-02-08 23:32:41,637 - mmaction - INFO - Epoch [82][720/940] lr: 4.000e-01, eta: 2 days, 16:21:27, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5762, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1537 2022-02-08 23:33:06,351 - mmaction - INFO - Epoch [82][740/940] lr: 4.000e-01, eta: 2 days, 16:20:30, time: 1.236, data_time: 0.059, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5752, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1232 2022-02-08 23:33:31,414 - mmaction - INFO - Epoch [82][760/940] lr: 4.000e-01, eta: 2 days, 16:19:36, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5889, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.1295 2022-02-08 23:33:56,323 - mmaction - INFO - Epoch [82][780/940] lr: 4.000e-01, eta: 2 days, 16:18:41, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5797, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.1636 2022-02-08 23:34:21,443 - mmaction - INFO - Epoch [82][800/940] lr: 4.000e-01, eta: 2 days, 16:17:47, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5861, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1466 2022-02-08 23:34:46,526 - mmaction - INFO - Epoch [82][820/940] lr: 4.000e-01, eta: 2 days, 16:16:54, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5826, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1538 2022-02-08 23:35:11,559 - mmaction - INFO - Epoch [82][840/940] lr: 4.000e-01, eta: 2 days, 16:15:59, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5752, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.1247 2022-02-08 23:35:36,753 - mmaction - INFO - Epoch [82][860/940] lr: 4.000e-01, eta: 2 days, 16:15:07, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5932, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.1418 2022-02-08 23:36:01,902 - mmaction - INFO - Epoch [82][880/940] lr: 4.000e-01, eta: 2 days, 16:14:14, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5816, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.1435 2022-02-08 23:36:27,198 - mmaction - INFO - Epoch [82][900/940] lr: 4.000e-01, eta: 2 days, 16:13:22, time: 1.265, data_time: 0.060, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.1289 2022-02-08 23:36:52,279 - mmaction - INFO - Epoch [82][920/940] lr: 4.000e-01, eta: 2 days, 16:12:28, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5801, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.1432 2022-02-08 23:37:16,452 - mmaction - INFO - Epoch [82][940/940] lr: 4.000e-01, eta: 2 days, 16:11:28, time: 1.209, data_time: 0.063, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5921, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.1536 2022-02-08 23:40:18,984 - mmaction - INFO - Epoch [83][20/940] lr: 4.000e-01, eta: 2 days, 16:30:24, time: 8.782, data_time: 7.024, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5873, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.1298 2022-02-08 23:40:42,368 - mmaction - INFO - Epoch [83][40/940] lr: 4.000e-01, eta: 2 days, 16:29:16, time: 1.170, data_time: 0.044, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5766, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.1332 2022-02-08 23:41:06,049 - mmaction - INFO - Epoch [83][60/940] lr: 4.000e-01, eta: 2 days, 16:28:10, time: 1.184, data_time: 0.042, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5758, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.1627 2022-02-08 23:41:30,057 - mmaction - INFO - Epoch [83][80/940] lr: 4.000e-01, eta: 2 days, 16:27:08, time: 1.200, data_time: 0.047, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5900, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1328 2022-02-08 23:41:54,571 - mmaction - INFO - Epoch [83][100/940] lr: 4.000e-01, eta: 2 days, 16:26:09, time: 1.226, data_time: 0.047, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5828, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.1438 2022-02-08 23:42:19,293 - mmaction - INFO - Epoch [83][120/940] lr: 4.000e-01, eta: 2 days, 16:25:12, time: 1.236, data_time: 0.052, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5842, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.1683 2022-02-08 23:42:43,927 - mmaction - INFO - Epoch [83][140/940] lr: 4.000e-01, eta: 2 days, 16:24:14, time: 1.231, data_time: 0.052, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5846, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.1492 2022-02-08 23:43:08,712 - mmaction - INFO - Epoch [83][160/940] lr: 4.000e-01, eta: 2 days, 16:23:17, time: 1.240, data_time: 0.051, memory: 9488, top1_acc: 0.3363, top5_acc: 0.6010, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.1557 2022-02-08 23:43:33,288 - mmaction - INFO - Epoch [83][180/940] lr: 4.000e-01, eta: 2 days, 16:22:19, time: 1.229, data_time: 0.054, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.1860 2022-02-08 23:43:58,093 - mmaction - INFO - Epoch [83][200/940] lr: 4.000e-01, eta: 2 days, 16:21:23, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5869, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.1643 2022-02-08 23:44:23,280 - mmaction - INFO - Epoch [83][220/940] lr: 4.000e-01, eta: 2 days, 16:20:30, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5820, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.1621 2022-02-08 23:44:48,062 - mmaction - INFO - Epoch [83][240/940] lr: 4.000e-01, eta: 2 days, 16:19:33, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5881, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1474 2022-02-08 23:45:13,046 - mmaction - INFO - Epoch [83][260/940] lr: 4.000e-01, eta: 2 days, 16:18:39, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3342, top5_acc: 0.6094, loss_cls: 3.0126, loss: 3.0126, grad_norm: 1.1366 2022-02-08 23:45:38,002 - mmaction - INFO - Epoch [83][280/940] lr: 4.000e-01, eta: 2 days, 16:17:44, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.3420, top5_acc: 0.5855, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.1575 2022-02-08 23:46:03,127 - mmaction - INFO - Epoch [83][300/940] lr: 4.000e-01, eta: 2 days, 16:16:50, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5730, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1548 2022-02-08 23:46:27,886 - mmaction - INFO - Epoch [83][320/940] lr: 4.000e-01, eta: 2 days, 16:15:54, time: 1.238, data_time: 0.062, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5762, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1392 2022-02-08 23:46:53,128 - mmaction - INFO - Epoch [83][340/940] lr: 4.000e-01, eta: 2 days, 16:15:02, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1590 2022-02-08 23:47:18,347 - mmaction - INFO - Epoch [83][360/940] lr: 4.000e-01, eta: 2 days, 16:14:09, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5908, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.1341 2022-02-08 23:47:43,184 - mmaction - INFO - Epoch [83][380/940] lr: 4.000e-01, eta: 2 days, 16:13:14, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5742, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.1623 2022-02-08 23:48:07,975 - mmaction - INFO - Epoch [83][400/940] lr: 4.000e-01, eta: 2 days, 16:12:18, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5828, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1447 2022-02-08 23:48:33,196 - mmaction - INFO - Epoch [83][420/940] lr: 4.000e-01, eta: 2 days, 16:11:26, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5723, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.1670 2022-02-08 23:48:58,505 - mmaction - INFO - Epoch [83][440/940] lr: 4.000e-01, eta: 2 days, 16:10:34, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5822, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1414 2022-02-08 23:49:23,763 - mmaction - INFO - Epoch [83][460/940] lr: 4.000e-01, eta: 2 days, 16:09:42, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5793, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.1664 2022-02-08 23:49:48,913 - mmaction - INFO - Epoch [83][480/940] lr: 4.000e-01, eta: 2 days, 16:08:49, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5770, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1315 2022-02-08 23:50:14,128 - mmaction - INFO - Epoch [83][500/940] lr: 4.000e-01, eta: 2 days, 16:07:57, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.3225, top5_acc: 0.5811, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1487 2022-02-08 23:50:39,626 - mmaction - INFO - Epoch [83][520/940] lr: 4.000e-01, eta: 2 days, 16:07:07, time: 1.275, data_time: 0.070, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5756, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.1592 2022-02-08 23:51:05,129 - mmaction - INFO - Epoch [83][540/940] lr: 4.000e-01, eta: 2 days, 16:06:17, time: 1.275, data_time: 0.071, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5840, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.1212 2022-02-08 23:51:30,764 - mmaction - INFO - Epoch [83][560/940] lr: 4.000e-01, eta: 2 days, 16:05:28, time: 1.282, data_time: 0.075, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5693, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.1515 2022-02-08 23:51:56,133 - mmaction - INFO - Epoch [83][580/940] lr: 4.000e-01, eta: 2 days, 16:04:37, time: 1.268, data_time: 0.081, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5807, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1392 2022-02-08 23:52:21,548 - mmaction - INFO - Epoch [83][600/940] lr: 4.000e-01, eta: 2 days, 16:03:47, time: 1.271, data_time: 0.061, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5848, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.1437 2022-02-08 23:52:47,299 - mmaction - INFO - Epoch [83][620/940] lr: 4.000e-01, eta: 2 days, 16:02:59, time: 1.288, data_time: 0.064, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5742, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1219 2022-02-08 23:53:13,001 - mmaction - INFO - Epoch [83][640/940] lr: 4.000e-01, eta: 2 days, 16:02:11, time: 1.285, data_time: 0.074, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5807, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.1659 2022-02-08 23:53:38,364 - mmaction - INFO - Epoch [83][660/940] lr: 4.000e-01, eta: 2 days, 16:01:20, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5932, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.1254 2022-02-08 23:54:03,674 - mmaction - INFO - Epoch [83][680/940] lr: 4.000e-01, eta: 2 days, 16:00:29, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5670, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.1503 2022-02-08 23:54:28,914 - mmaction - INFO - Epoch [83][700/940] lr: 4.000e-01, eta: 2 days, 15:59:37, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5824, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1294 2022-02-08 23:54:54,266 - mmaction - INFO - Epoch [83][720/940] lr: 4.000e-01, eta: 2 days, 15:58:47, time: 1.268, data_time: 0.064, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5854, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1336 2022-02-08 23:55:19,564 - mmaction - INFO - Epoch [83][740/940] lr: 4.000e-01, eta: 2 days, 15:57:56, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5744, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1646 2022-02-08 23:55:44,985 - mmaction - INFO - Epoch [83][760/940] lr: 4.000e-01, eta: 2 days, 15:57:06, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1440 2022-02-08 23:56:09,964 - mmaction - INFO - Epoch [83][780/940] lr: 4.000e-01, eta: 2 days, 15:56:12, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5857, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1359 2022-02-08 23:56:35,174 - mmaction - INFO - Epoch [83][800/940] lr: 4.000e-01, eta: 2 days, 15:55:21, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5834, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1392 2022-02-08 23:57:00,451 - mmaction - INFO - Epoch [83][820/940] lr: 4.000e-01, eta: 2 days, 15:54:30, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5762, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.1370 2022-02-08 23:57:25,679 - mmaction - INFO - Epoch [83][840/940] lr: 4.000e-01, eta: 2 days, 15:53:38, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5791, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.1474 2022-02-08 23:57:50,747 - mmaction - INFO - Epoch [83][860/940] lr: 4.000e-01, eta: 2 days, 15:52:46, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5797, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1363 2022-02-08 23:58:15,898 - mmaction - INFO - Epoch [83][880/940] lr: 4.000e-01, eta: 2 days, 15:51:54, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5813, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.1537 2022-02-08 23:58:40,827 - mmaction - INFO - Epoch [83][900/940] lr: 4.000e-01, eta: 2 days, 15:51:01, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5811, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.1516 2022-02-08 23:59:06,030 - mmaction - INFO - Epoch [83][920/940] lr: 4.000e-01, eta: 2 days, 15:50:09, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.3137, top5_acc: 0.5852, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1645 2022-02-08 23:59:29,760 - mmaction - INFO - Epoch [83][940/940] lr: 4.000e-01, eta: 2 days, 15:49:07, time: 1.187, data_time: 0.064, memory: 9488, top1_acc: 0.3239, top5_acc: 0.5765, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.1290 2022-02-09 00:02:41,458 - mmaction - INFO - Epoch [84][20/940] lr: 4.000e-01, eta: 2 days, 16:08:42, time: 9.419, data_time: 7.681, memory: 9488, top1_acc: 0.3424, top5_acc: 0.5973, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.1658 2022-02-09 00:03:05,232 - mmaction - INFO - Epoch [84][40/940] lr: 4.000e-01, eta: 2 days, 16:07:39, time: 1.189, data_time: 0.061, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5900, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.1447 2022-02-09 00:03:28,999 - mmaction - INFO - Epoch [84][60/940] lr: 4.000e-01, eta: 2 days, 16:06:36, time: 1.188, data_time: 0.046, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5713, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.1641 2022-02-09 00:03:52,938 - mmaction - INFO - Epoch [84][80/940] lr: 4.000e-01, eta: 2 days, 16:05:34, time: 1.198, data_time: 0.049, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5857, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1314 2022-02-09 00:04:17,308 - mmaction - INFO - Epoch [84][100/940] lr: 4.000e-01, eta: 2 days, 16:04:35, time: 1.218, data_time: 0.052, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5898, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.1444 2022-02-09 00:04:41,850 - mmaction - INFO - Epoch [84][120/940] lr: 4.000e-01, eta: 2 days, 16:03:38, time: 1.227, data_time: 0.051, memory: 9488, top1_acc: 0.3176, top5_acc: 0.5730, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1535 2022-02-09 00:05:06,486 - mmaction - INFO - Epoch [84][140/940] lr: 4.000e-01, eta: 2 days, 16:02:42, time: 1.232, data_time: 0.051, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5816, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.1548 2022-02-09 00:05:31,205 - mmaction - INFO - Epoch [84][160/940] lr: 4.000e-01, eta: 2 days, 16:01:46, time: 1.236, data_time: 0.058, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5805, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.1667 2022-02-09 00:05:55,839 - mmaction - INFO - Epoch [84][180/940] lr: 4.000e-01, eta: 2 days, 16:00:50, time: 1.231, data_time: 0.057, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5857, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1471 2022-02-09 00:06:20,967 - mmaction - INFO - Epoch [84][200/940] lr: 4.000e-01, eta: 2 days, 15:59:57, time: 1.257, data_time: 0.056, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5797, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.1434 2022-02-09 00:06:46,020 - mmaction - INFO - Epoch [84][220/940] lr: 4.000e-01, eta: 2 days, 15:59:04, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.1897 2022-02-09 00:07:10,968 - mmaction - INFO - Epoch [84][240/940] lr: 4.000e-01, eta: 2 days, 15:58:11, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5787, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1415 2022-02-09 00:07:35,978 - mmaction - INFO - Epoch [84][260/940] lr: 4.000e-01, eta: 2 days, 15:57:17, time: 1.251, data_time: 0.056, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5811, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.1473 2022-02-09 00:08:00,968 - mmaction - INFO - Epoch [84][280/940] lr: 4.000e-01, eta: 2 days, 15:56:24, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1331 2022-02-09 00:08:25,910 - mmaction - INFO - Epoch [84][300/940] lr: 4.000e-01, eta: 2 days, 15:55:30, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5908, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.1292 2022-02-09 00:08:50,976 - mmaction - INFO - Epoch [84][320/940] lr: 4.000e-01, eta: 2 days, 15:54:38, time: 1.253, data_time: 0.059, memory: 9488, top1_acc: 0.3426, top5_acc: 0.5957, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.1621 2022-02-09 00:09:16,005 - mmaction - INFO - Epoch [84][340/940] lr: 4.000e-01, eta: 2 days, 15:53:45, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1486 2022-02-09 00:09:40,947 - mmaction - INFO - Epoch [84][360/940] lr: 4.000e-01, eta: 2 days, 15:52:51, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5762, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1193 2022-02-09 00:10:05,909 - mmaction - INFO - Epoch [84][380/940] lr: 4.000e-01, eta: 2 days, 15:51:58, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5879, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.1306 2022-02-09 00:10:30,702 - mmaction - INFO - Epoch [84][400/940] lr: 4.000e-01, eta: 2 days, 15:51:03, time: 1.240, data_time: 0.060, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5896, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.1517 2022-02-09 00:10:55,596 - mmaction - INFO - Epoch [84][420/940] lr: 4.000e-01, eta: 2 days, 15:50:10, time: 1.244, data_time: 0.057, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5877, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.1434 2022-02-09 00:11:20,673 - mmaction - INFO - Epoch [84][440/940] lr: 4.000e-01, eta: 2 days, 15:49:17, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5748, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.1605 2022-02-09 00:11:45,649 - mmaction - INFO - Epoch [84][460/940] lr: 4.000e-01, eta: 2 days, 15:48:25, time: 1.250, data_time: 0.056, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5871, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1631 2022-02-09 00:12:10,278 - mmaction - INFO - Epoch [84][480/940] lr: 4.000e-01, eta: 2 days, 15:47:29, time: 1.230, data_time: 0.056, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.1280 2022-02-09 00:12:35,465 - mmaction - INFO - Epoch [84][500/940] lr: 4.000e-01, eta: 2 days, 15:46:38, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5777, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1620 2022-02-09 00:13:00,720 - mmaction - INFO - Epoch [84][520/940] lr: 4.000e-01, eta: 2 days, 15:45:47, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5775, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1602 2022-02-09 00:13:25,728 - mmaction - INFO - Epoch [84][540/940] lr: 4.000e-01, eta: 2 days, 15:44:54, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5758, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1494 2022-02-09 00:13:50,742 - mmaction - INFO - Epoch [84][560/940] lr: 4.000e-01, eta: 2 days, 15:44:02, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5785, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.1568 2022-02-09 00:14:15,786 - mmaction - INFO - Epoch [84][580/940] lr: 4.000e-01, eta: 2 days, 15:43:10, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5895, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.1495 2022-02-09 00:14:40,932 - mmaction - INFO - Epoch [84][600/940] lr: 4.000e-01, eta: 2 days, 15:42:18, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5818, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.1662 2022-02-09 00:15:05,977 - mmaction - INFO - Epoch [84][620/940] lr: 4.000e-01, eta: 2 days, 15:41:26, time: 1.253, data_time: 0.055, memory: 9488, top1_acc: 0.3402, top5_acc: 0.5848, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.1292 2022-02-09 00:15:30,796 - mmaction - INFO - Epoch [84][640/940] lr: 4.000e-01, eta: 2 days, 15:40:32, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5859, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1509 2022-02-09 00:15:56,125 - mmaction - INFO - Epoch [84][660/940] lr: 4.000e-01, eta: 2 days, 15:39:43, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5896, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.1449 2022-02-09 00:16:21,326 - mmaction - INFO - Epoch [84][680/940] lr: 4.000e-01, eta: 2 days, 15:38:52, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5809, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1621 2022-02-09 00:16:46,529 - mmaction - INFO - Epoch [84][700/940] lr: 4.000e-01, eta: 2 days, 15:38:01, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.3209, top5_acc: 0.5820, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1367 2022-02-09 00:17:11,929 - mmaction - INFO - Epoch [84][720/940] lr: 4.000e-01, eta: 2 days, 15:37:12, time: 1.270, data_time: 0.071, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5748, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.1545 2022-02-09 00:17:37,328 - mmaction - INFO - Epoch [84][740/940] lr: 4.000e-01, eta: 2 days, 15:36:22, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5738, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1557 2022-02-09 00:18:02,615 - mmaction - INFO - Epoch [84][760/940] lr: 4.000e-01, eta: 2 days, 15:35:33, time: 1.265, data_time: 0.063, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1257 2022-02-09 00:18:27,946 - mmaction - INFO - Epoch [84][780/940] lr: 4.000e-01, eta: 2 days, 15:34:43, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5697, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1617 2022-02-09 00:18:53,106 - mmaction - INFO - Epoch [84][800/940] lr: 4.000e-01, eta: 2 days, 15:33:52, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.3102, top5_acc: 0.5826, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.1532 2022-02-09 00:19:18,338 - mmaction - INFO - Epoch [84][820/940] lr: 4.000e-01, eta: 2 days, 15:33:02, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.3244, top5_acc: 0.5781, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1393 2022-02-09 00:19:43,674 - mmaction - INFO - Epoch [84][840/940] lr: 4.000e-01, eta: 2 days, 15:32:12, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.3154, top5_acc: 0.5719, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1390 2022-02-09 00:20:10,938 - mmaction - INFO - Epoch [84][860/940] lr: 4.000e-01, eta: 2 days, 15:31:37, time: 1.363, data_time: 0.077, memory: 9488, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.1556 2022-02-09 00:20:36,284 - mmaction - INFO - Epoch [84][880/940] lr: 4.000e-01, eta: 2 days, 15:30:47, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5846, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.1147 2022-02-09 00:21:01,628 - mmaction - INFO - Epoch [84][900/940] lr: 4.000e-01, eta: 2 days, 15:29:58, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5787, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.1572 2022-02-09 00:21:26,952 - mmaction - INFO - Epoch [84][920/940] lr: 4.000e-01, eta: 2 days, 15:29:09, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5787, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1242 2022-02-09 00:21:50,890 - mmaction - INFO - Epoch [84][940/940] lr: 4.000e-01, eta: 2 days, 15:28:09, time: 1.198, data_time: 0.064, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5680, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.1349 2022-02-09 00:24:54,062 - mmaction - INFO - Epoch [85][20/940] lr: 4.000e-01, eta: 2 days, 15:45:50, time: 9.020, data_time: 6.865, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5865, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.1537 2022-02-09 00:25:17,487 - mmaction - INFO - Epoch [85][40/940] lr: 4.000e-01, eta: 2 days, 15:44:46, time: 1.171, data_time: 0.046, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5871, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.1712 2022-02-09 00:25:41,049 - mmaction - INFO - Epoch [85][60/940] lr: 4.000e-01, eta: 2 days, 15:43:43, time: 1.178, data_time: 0.039, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5898, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.1458 2022-02-09 00:26:04,751 - mmaction - INFO - Epoch [85][80/940] lr: 4.000e-01, eta: 2 days, 15:42:42, time: 1.185, data_time: 0.044, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5799, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1575 2022-02-09 00:26:28,738 - mmaction - INFO - Epoch [85][100/940] lr: 4.000e-01, eta: 2 days, 15:41:42, time: 1.200, data_time: 0.050, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.1557 2022-02-09 00:26:53,109 - mmaction - INFO - Epoch [85][120/940] lr: 4.000e-01, eta: 2 days, 15:40:45, time: 1.219, data_time: 0.051, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5877, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.1274 2022-02-09 00:27:17,872 - mmaction - INFO - Epoch [85][140/940] lr: 4.000e-01, eta: 2 days, 15:39:51, time: 1.237, data_time: 0.053, memory: 9488, top1_acc: 0.3178, top5_acc: 0.5781, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.1478 2022-02-09 00:27:42,685 - mmaction - INFO - Epoch [85][160/940] lr: 4.000e-01, eta: 2 days, 15:38:57, time: 1.241, data_time: 0.052, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5836, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.1277 2022-02-09 00:28:07,500 - mmaction - INFO - Epoch [85][180/940] lr: 4.000e-01, eta: 2 days, 15:38:03, time: 1.241, data_time: 0.056, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5883, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.1367 2022-02-09 00:28:32,568 - mmaction - INFO - Epoch [85][200/940] lr: 4.000e-01, eta: 2 days, 15:37:12, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.3439, top5_acc: 0.5826, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1335 2022-02-09 00:28:57,432 - mmaction - INFO - Epoch [85][220/940] lr: 4.000e-01, eta: 2 days, 15:36:18, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.3463, top5_acc: 0.6021, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.1792 2022-02-09 00:29:22,411 - mmaction - INFO - Epoch [85][240/940] lr: 4.000e-01, eta: 2 days, 15:35:26, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5840, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.1665 2022-02-09 00:29:47,601 - mmaction - INFO - Epoch [85][260/940] lr: 4.000e-01, eta: 2 days, 15:34:35, time: 1.259, data_time: 0.058, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5779, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.1424 2022-02-09 00:30:12,741 - mmaction - INFO - Epoch [85][280/940] lr: 4.000e-01, eta: 2 days, 15:33:44, time: 1.257, data_time: 0.057, memory: 9488, top1_acc: 0.3135, top5_acc: 0.5719, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.1420 2022-02-09 00:30:37,725 - mmaction - INFO - Epoch [85][300/940] lr: 4.000e-01, eta: 2 days, 15:32:52, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5777, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.1462 2022-02-09 00:31:02,725 - mmaction - INFO - Epoch [85][320/940] lr: 4.000e-01, eta: 2 days, 15:32:00, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5936, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.1494 2022-02-09 00:31:27,721 - mmaction - INFO - Epoch [85][340/940] lr: 4.000e-01, eta: 2 days, 15:31:08, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5795, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.1655 2022-02-09 00:31:52,796 - mmaction - INFO - Epoch [85][360/940] lr: 4.000e-01, eta: 2 days, 15:30:17, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5842, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1448 2022-02-09 00:32:17,799 - mmaction - INFO - Epoch [85][380/940] lr: 4.000e-01, eta: 2 days, 15:29:25, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.1548 2022-02-09 00:32:43,090 - mmaction - INFO - Epoch [85][400/940] lr: 4.000e-01, eta: 2 days, 15:28:35, time: 1.265, data_time: 0.063, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5824, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1475 2022-02-09 00:33:08,195 - mmaction - INFO - Epoch [85][420/940] lr: 4.000e-01, eta: 2 days, 15:27:44, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.1384 2022-02-09 00:33:33,406 - mmaction - INFO - Epoch [85][440/940] lr: 4.000e-01, eta: 2 days, 15:26:54, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5844, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.1553 2022-02-09 00:33:58,694 - mmaction - INFO - Epoch [85][460/940] lr: 4.000e-01, eta: 2 days, 15:26:04, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5930, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.1590 2022-02-09 00:34:23,601 - mmaction - INFO - Epoch [85][480/940] lr: 4.000e-01, eta: 2 days, 15:25:12, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5824, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1560 2022-02-09 00:34:48,485 - mmaction - INFO - Epoch [85][500/940] lr: 4.000e-01, eta: 2 days, 15:24:19, time: 1.244, data_time: 0.053, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1691 2022-02-09 00:35:13,313 - mmaction - INFO - Epoch [85][520/940] lr: 4.000e-01, eta: 2 days, 15:23:27, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5852, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.1744 2022-02-09 00:35:38,265 - mmaction - INFO - Epoch [85][540/940] lr: 4.000e-01, eta: 2 days, 15:22:35, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.3240, top5_acc: 0.5826, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1469 2022-02-09 00:36:03,027 - mmaction - INFO - Epoch [85][560/940] lr: 4.000e-01, eta: 2 days, 15:21:42, time: 1.238, data_time: 0.062, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5947, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.1491 2022-02-09 00:36:28,102 - mmaction - INFO - Epoch [85][580/940] lr: 4.000e-01, eta: 2 days, 15:20:51, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5773, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.1659 2022-02-09 00:36:53,080 - mmaction - INFO - Epoch [85][600/940] lr: 4.000e-01, eta: 2 days, 15:19:59, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5676, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1653 2022-02-09 00:37:18,186 - mmaction - INFO - Epoch [85][620/940] lr: 4.000e-01, eta: 2 days, 15:19:09, time: 1.256, data_time: 0.056, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5813, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1459 2022-02-09 00:37:43,310 - mmaction - INFO - Epoch [85][640/940] lr: 4.000e-01, eta: 2 days, 15:18:18, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.3387, top5_acc: 0.5793, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.1412 2022-02-09 00:38:08,397 - mmaction - INFO - Epoch [85][660/940] lr: 4.000e-01, eta: 2 days, 15:17:28, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5830, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.1462 2022-02-09 00:38:33,417 - mmaction - INFO - Epoch [85][680/940] lr: 4.000e-01, eta: 2 days, 15:16:37, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5828, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.1437 2022-02-09 00:38:58,834 - mmaction - INFO - Epoch [85][700/940] lr: 4.000e-01, eta: 2 days, 15:15:49, time: 1.271, data_time: 0.064, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5932, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1565 2022-02-09 00:39:24,300 - mmaction - INFO - Epoch [85][720/940] lr: 4.000e-01, eta: 2 days, 15:15:01, time: 1.273, data_time: 0.063, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5881, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.1298 2022-02-09 00:39:49,447 - mmaction - INFO - Epoch [85][740/940] lr: 4.000e-01, eta: 2 days, 15:14:11, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5834, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.1562 2022-02-09 00:40:14,512 - mmaction - INFO - Epoch [85][760/940] lr: 4.000e-01, eta: 2 days, 15:13:20, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5723, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1779 2022-02-09 00:40:39,753 - mmaction - INFO - Epoch [85][780/940] lr: 4.000e-01, eta: 2 days, 15:12:31, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5912, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.1468 2022-02-09 00:41:04,840 - mmaction - INFO - Epoch [85][800/940] lr: 4.000e-01, eta: 2 days, 15:11:41, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5771, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.1529 2022-02-09 00:41:30,367 - mmaction - INFO - Epoch [85][820/940] lr: 4.000e-01, eta: 2 days, 15:10:53, time: 1.277, data_time: 0.066, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5779, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1413 2022-02-09 00:41:55,933 - mmaction - INFO - Epoch [85][840/940] lr: 4.000e-01, eta: 2 days, 15:10:06, time: 1.278, data_time: 0.072, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5791, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1360 2022-02-09 00:42:21,212 - mmaction - INFO - Epoch [85][860/940] lr: 4.000e-01, eta: 2 days, 15:09:18, time: 1.264, data_time: 0.059, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5814, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.1617 2022-02-09 00:42:46,669 - mmaction - INFO - Epoch [85][880/940] lr: 4.000e-01, eta: 2 days, 15:08:30, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5803, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.1431 2022-02-09 00:43:11,924 - mmaction - INFO - Epoch [85][900/940] lr: 4.000e-01, eta: 2 days, 15:07:41, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5582, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.1487 2022-02-09 00:43:36,898 - mmaction - INFO - Epoch [85][920/940] lr: 4.000e-01, eta: 2 days, 15:06:50, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5842, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.1416 2022-02-09 00:44:00,581 - mmaction - INFO - Epoch [85][940/940] lr: 4.000e-01, eta: 2 days, 15:05:51, time: 1.184, data_time: 0.045, memory: 9488, top1_acc: 0.3194, top5_acc: 0.5696, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1608 2022-02-09 00:44:10,380 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 00:44:10,385 - mmaction - INFO - 110 BN found 2022-02-09 00:48:19,107 - mmaction - INFO - BN stats updated 2022-02-09 00:48:21,111 - mmaction - INFO - Saving checkpoint at 85 epochs 2022-02-09 00:51:10,697 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 00:51:11,520 - mmaction - INFO - top1_acc 0.4044 top5_acc 0.6859 2022-02-09 00:51:11,520 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 00:51:11,550 - mmaction - INFO - mean_acc 0.4043 2022-02-09 00:51:11,551 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_75.pth was removed 2022-02-09 00:51:14,923 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2022-02-09 00:51:14,924 - mmaction - INFO - Best top1_acc is 0.4044 at 85 epoch. 2022-02-09 00:51:14,931 - mmaction - INFO - Epoch(val) [85][78] top1_acc: 0.4044, top5_acc: 0.6859, mean_class_accuracy: 0.4043 2022-02-09 00:54:00,183 - mmaction - INFO - Epoch [86][20/940] lr: 4.000e-01, eta: 2 days, 15:20:58, time: 8.259, data_time: 6.669, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5842, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.1681 2022-02-09 00:54:23,506 - mmaction - INFO - Epoch [86][40/940] lr: 4.000e-01, eta: 2 days, 15:19:55, time: 1.168, data_time: 0.047, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5848, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.1496 2022-02-09 00:54:46,995 - mmaction - INFO - Epoch [86][60/940] lr: 4.000e-01, eta: 2 days, 15:18:54, time: 1.174, data_time: 0.043, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5793, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1627 2022-02-09 00:55:10,641 - mmaction - INFO - Epoch [86][80/940] lr: 4.000e-01, eta: 2 days, 15:17:53, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.1294 2022-02-09 00:55:34,896 - mmaction - INFO - Epoch [86][100/940] lr: 4.000e-01, eta: 2 days, 15:16:57, time: 1.212, data_time: 0.050, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5766, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.1545 2022-02-09 00:55:59,277 - mmaction - INFO - Epoch [86][120/940] lr: 4.000e-01, eta: 2 days, 15:16:01, time: 1.219, data_time: 0.060, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5932, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.1342 2022-02-09 00:56:24,044 - mmaction - INFO - Epoch [86][140/940] lr: 4.000e-01, eta: 2 days, 15:15:08, time: 1.238, data_time: 0.059, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5811, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1677 2022-02-09 00:56:48,480 - mmaction - INFO - Epoch [86][160/940] lr: 4.000e-01, eta: 2 days, 15:14:13, time: 1.222, data_time: 0.060, memory: 9488, top1_acc: 0.3447, top5_acc: 0.6016, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.1366 2022-02-09 00:57:13,366 - mmaction - INFO - Epoch [86][180/940] lr: 4.000e-01, eta: 2 days, 15:13:22, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5869, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.1754 2022-02-09 00:57:38,276 - mmaction - INFO - Epoch [86][200/940] lr: 4.000e-01, eta: 2 days, 15:12:30, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5818, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1677 2022-02-09 00:58:03,214 - mmaction - INFO - Epoch [86][220/940] lr: 4.000e-01, eta: 2 days, 15:11:39, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5785, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1232 2022-02-09 00:58:28,190 - mmaction - INFO - Epoch [86][240/940] lr: 4.000e-01, eta: 2 days, 15:10:47, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5771, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1390 2022-02-09 00:58:53,398 - mmaction - INFO - Epoch [86][260/940] lr: 4.000e-01, eta: 2 days, 15:09:58, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5877, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.1715 2022-02-09 00:59:17,985 - mmaction - INFO - Epoch [86][280/940] lr: 4.000e-01, eta: 2 days, 15:09:04, time: 1.229, data_time: 0.070, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5893, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.1464 2022-02-09 00:59:42,922 - mmaction - INFO - Epoch [86][300/940] lr: 4.000e-01, eta: 2 days, 15:08:13, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5814, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.1335 2022-02-09 01:00:07,919 - mmaction - INFO - Epoch [86][320/940] lr: 4.000e-01, eta: 2 days, 15:07:22, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5721, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.1253 2022-02-09 01:00:32,793 - mmaction - INFO - Epoch [86][340/940] lr: 4.000e-01, eta: 2 days, 15:06:31, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.3180, top5_acc: 0.5691, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1425 2022-02-09 01:00:57,933 - mmaction - INFO - Epoch [86][360/940] lr: 4.000e-01, eta: 2 days, 15:05:41, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5947, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.1342 2022-02-09 01:01:22,805 - mmaction - INFO - Epoch [86][380/940] lr: 4.000e-01, eta: 2 days, 15:04:49, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5881, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.1522 2022-02-09 01:01:47,888 - mmaction - INFO - Epoch [86][400/940] lr: 4.000e-01, eta: 2 days, 15:03:59, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5846, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.1416 2022-02-09 01:02:12,781 - mmaction - INFO - Epoch [86][420/940] lr: 4.000e-01, eta: 2 days, 15:03:08, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5916, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.1579 2022-02-09 01:02:37,709 - mmaction - INFO - Epoch [86][440/940] lr: 4.000e-01, eta: 2 days, 15:02:17, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.3172, top5_acc: 0.5697, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1504 2022-02-09 01:03:02,640 - mmaction - INFO - Epoch [86][460/940] lr: 4.000e-01, eta: 2 days, 15:01:26, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5883, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.1394 2022-02-09 01:03:27,510 - mmaction - INFO - Epoch [86][480/940] lr: 4.000e-01, eta: 2 days, 15:00:35, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5760, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.1498 2022-02-09 01:03:52,225 - mmaction - INFO - Epoch [86][500/940] lr: 4.000e-01, eta: 2 days, 14:59:42, time: 1.235, data_time: 0.063, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5803, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1460 2022-02-09 01:04:17,224 - mmaction - INFO - Epoch [86][520/940] lr: 4.000e-01, eta: 2 days, 14:58:52, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5777, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1572 2022-02-09 01:04:42,139 - mmaction - INFO - Epoch [86][540/940] lr: 4.000e-01, eta: 2 days, 14:58:01, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5754, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1437 2022-02-09 01:05:07,211 - mmaction - INFO - Epoch [86][560/940] lr: 4.000e-01, eta: 2 days, 14:57:11, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.3422, top5_acc: 0.5910, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.1406 2022-02-09 01:05:32,189 - mmaction - INFO - Epoch [86][580/940] lr: 4.000e-01, eta: 2 days, 14:56:21, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5818, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1810 2022-02-09 01:05:57,209 - mmaction - INFO - Epoch [86][600/940] lr: 4.000e-01, eta: 2 days, 14:55:31, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5814, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.1310 2022-02-09 01:06:22,173 - mmaction - INFO - Epoch [86][620/940] lr: 4.000e-01, eta: 2 days, 14:54:40, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5785, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1457 2022-02-09 01:06:47,326 - mmaction - INFO - Epoch [86][640/940] lr: 4.000e-01, eta: 2 days, 14:53:51, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5703, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1451 2022-02-09 01:07:12,562 - mmaction - INFO - Epoch [86][660/940] lr: 4.000e-01, eta: 2 days, 14:53:03, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5730, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1504 2022-02-09 01:07:37,922 - mmaction - INFO - Epoch [86][680/940] lr: 4.000e-01, eta: 2 days, 14:52:15, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5887, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.1554 2022-02-09 01:08:03,068 - mmaction - INFO - Epoch [86][700/940] lr: 4.000e-01, eta: 2 days, 14:51:26, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.3078, top5_acc: 0.5770, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.1477 2022-02-09 01:08:28,165 - mmaction - INFO - Epoch [86][720/940] lr: 4.000e-01, eta: 2 days, 14:50:37, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5809, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.1384 2022-02-09 01:08:53,518 - mmaction - INFO - Epoch [86][740/940] lr: 4.000e-01, eta: 2 days, 14:49:49, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5783, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.1502 2022-02-09 01:09:18,857 - mmaction - INFO - Epoch [86][760/940] lr: 4.000e-01, eta: 2 days, 14:49:02, time: 1.268, data_time: 0.070, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5779, loss_cls: 3.1084, loss: 3.1084, grad_norm: 1.1685 2022-02-09 01:09:44,459 - mmaction - INFO - Epoch [86][780/940] lr: 4.000e-01, eta: 2 days, 14:48:16, time: 1.280, data_time: 0.067, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5822, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1377 2022-02-09 01:10:09,995 - mmaction - INFO - Epoch [86][800/940] lr: 4.000e-01, eta: 2 days, 14:47:30, time: 1.277, data_time: 0.070, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5807, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.1445 2022-02-09 01:10:35,399 - mmaction - INFO - Epoch [86][820/940] lr: 4.000e-01, eta: 2 days, 14:46:43, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5729, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1378 2022-02-09 01:11:00,662 - mmaction - INFO - Epoch [86][840/940] lr: 4.000e-01, eta: 2 days, 14:45:55, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5977, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.1540 2022-02-09 01:11:26,081 - mmaction - INFO - Epoch [86][860/940] lr: 4.000e-01, eta: 2 days, 14:45:08, time: 1.271, data_time: 0.073, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5850, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.1559 2022-02-09 01:11:51,384 - mmaction - INFO - Epoch [86][880/940] lr: 4.000e-01, eta: 2 days, 14:44:20, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5828, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.1590 2022-02-09 01:12:16,754 - mmaction - INFO - Epoch [86][900/940] lr: 4.000e-01, eta: 2 days, 14:43:33, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.3174, top5_acc: 0.5740, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.1580 2022-02-09 01:12:42,239 - mmaction - INFO - Epoch [86][920/940] lr: 4.000e-01, eta: 2 days, 14:42:46, time: 1.274, data_time: 0.072, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5848, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.1471 2022-02-09 01:13:06,177 - mmaction - INFO - Epoch [86][940/940] lr: 4.000e-01, eta: 2 days, 14:41:50, time: 1.198, data_time: 0.064, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5846, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.1588 2022-02-09 01:16:00,085 - mmaction - INFO - Epoch [87][20/940] lr: 4.000e-01, eta: 2 days, 14:56:57, time: 8.573, data_time: 7.137, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5857, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.1484 2022-02-09 01:16:23,398 - mmaction - INFO - Epoch [87][40/940] lr: 4.000e-01, eta: 2 days, 14:55:56, time: 1.168, data_time: 0.047, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5926, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.1538 2022-02-09 01:16:47,190 - mmaction - INFO - Epoch [87][60/940] lr: 4.000e-01, eta: 2 days, 14:54:58, time: 1.189, data_time: 0.052, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5826, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.1564 2022-02-09 01:17:10,990 - mmaction - INFO - Epoch [87][80/940] lr: 4.000e-01, eta: 2 days, 14:54:00, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5764, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.1831 2022-02-09 01:17:35,276 - mmaction - INFO - Epoch [87][100/940] lr: 4.000e-01, eta: 2 days, 14:53:05, time: 1.215, data_time: 0.051, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5785, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.1380 2022-02-09 01:17:59,677 - mmaction - INFO - Epoch [87][120/940] lr: 4.000e-01, eta: 2 days, 14:52:11, time: 1.220, data_time: 0.048, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5777, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1344 2022-02-09 01:18:24,470 - mmaction - INFO - Epoch [87][140/940] lr: 4.000e-01, eta: 2 days, 14:51:20, time: 1.239, data_time: 0.058, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5855, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.1662 2022-02-09 01:18:49,095 - mmaction - INFO - Epoch [87][160/940] lr: 4.000e-01, eta: 2 days, 14:50:27, time: 1.231, data_time: 0.057, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5982, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.1388 2022-02-09 01:19:13,765 - mmaction - INFO - Epoch [87][180/940] lr: 4.000e-01, eta: 2 days, 14:49:35, time: 1.234, data_time: 0.063, memory: 9488, top1_acc: 0.3412, top5_acc: 0.5963, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.1380 2022-02-09 01:19:38,628 - mmaction - INFO - Epoch [87][200/940] lr: 4.000e-01, eta: 2 days, 14:48:44, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5848, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.1430 2022-02-09 01:20:03,655 - mmaction - INFO - Epoch [87][220/940] lr: 4.000e-01, eta: 2 days, 14:47:54, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5986, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.1491 2022-02-09 01:20:28,699 - mmaction - INFO - Epoch [87][240/940] lr: 4.000e-01, eta: 2 days, 14:47:05, time: 1.252, data_time: 0.053, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5701, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.1564 2022-02-09 01:20:53,815 - mmaction - INFO - Epoch [87][260/940] lr: 4.000e-01, eta: 2 days, 14:46:16, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5900, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.1525 2022-02-09 01:21:18,896 - mmaction - INFO - Epoch [87][280/940] lr: 4.000e-01, eta: 2 days, 14:45:26, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5922, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.1790 2022-02-09 01:21:44,059 - mmaction - INFO - Epoch [87][300/940] lr: 4.000e-01, eta: 2 days, 14:44:38, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5832, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1826 2022-02-09 01:22:09,141 - mmaction - INFO - Epoch [87][320/940] lr: 4.000e-01, eta: 2 days, 14:43:49, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5855, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.1518 2022-02-09 01:22:34,601 - mmaction - INFO - Epoch [87][340/940] lr: 4.000e-01, eta: 2 days, 14:43:02, time: 1.272, data_time: 0.064, memory: 9488, top1_acc: 0.3381, top5_acc: 0.5842, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.1493 2022-02-09 01:22:59,748 - mmaction - INFO - Epoch [87][360/940] lr: 4.000e-01, eta: 2 days, 14:42:13, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5887, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.1481 2022-02-09 01:23:25,050 - mmaction - INFO - Epoch [87][380/940] lr: 4.000e-01, eta: 2 days, 14:41:25, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5672, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1623 2022-02-09 01:23:50,646 - mmaction - INFO - Epoch [87][400/940] lr: 4.000e-01, eta: 2 days, 14:40:40, time: 1.280, data_time: 0.063, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5855, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.1738 2022-02-09 01:24:15,988 - mmaction - INFO - Epoch [87][420/940] lr: 4.000e-01, eta: 2 days, 14:39:52, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.1625 2022-02-09 01:24:41,506 - mmaction - INFO - Epoch [87][440/940] lr: 4.000e-01, eta: 2 days, 14:39:06, time: 1.276, data_time: 0.068, memory: 9488, top1_acc: 0.3377, top5_acc: 0.5863, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.1400 2022-02-09 01:25:07,065 - mmaction - INFO - Epoch [87][460/940] lr: 4.000e-01, eta: 2 days, 14:38:20, time: 1.278, data_time: 0.077, memory: 9488, top1_acc: 0.3408, top5_acc: 0.5842, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.1396 2022-02-09 01:25:32,514 - mmaction - INFO - Epoch [87][480/940] lr: 4.000e-01, eta: 2 days, 14:37:34, time: 1.272, data_time: 0.064, memory: 9488, top1_acc: 0.3145, top5_acc: 0.5773, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.1501 2022-02-09 01:25:57,966 - mmaction - INFO - Epoch [87][500/940] lr: 4.000e-01, eta: 2 days, 14:36:47, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5863, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.1456 2022-02-09 01:26:23,333 - mmaction - INFO - Epoch [87][520/940] lr: 4.000e-01, eta: 2 days, 14:36:00, time: 1.268, data_time: 0.060, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5830, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1407 2022-02-09 01:26:48,682 - mmaction - INFO - Epoch [87][540/940] lr: 4.000e-01, eta: 2 days, 14:35:13, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.3406, top5_acc: 0.5799, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1265 2022-02-09 01:27:14,035 - mmaction - INFO - Epoch [87][560/940] lr: 4.000e-01, eta: 2 days, 14:34:26, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5758, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1418 2022-02-09 01:27:39,478 - mmaction - INFO - Epoch [87][580/940] lr: 4.000e-01, eta: 2 days, 14:33:40, time: 1.272, data_time: 0.070, memory: 9488, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.1384 2022-02-09 01:28:04,709 - mmaction - INFO - Epoch [87][600/940] lr: 4.000e-01, eta: 2 days, 14:32:52, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5891, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.1725 2022-02-09 01:28:30,248 - mmaction - INFO - Epoch [87][620/940] lr: 4.000e-01, eta: 2 days, 14:32:06, time: 1.277, data_time: 0.068, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5770, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1574 2022-02-09 01:28:55,490 - mmaction - INFO - Epoch [87][640/940] lr: 4.000e-01, eta: 2 days, 14:31:19, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1632 2022-02-09 01:29:20,769 - mmaction - INFO - Epoch [87][660/940] lr: 4.000e-01, eta: 2 days, 14:30:31, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5777, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1415 2022-02-09 01:29:46,037 - mmaction - INFO - Epoch [87][680/940] lr: 4.000e-01, eta: 2 days, 14:29:44, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5881, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.1396 2022-02-09 01:30:11,004 - mmaction - INFO - Epoch [87][700/940] lr: 4.000e-01, eta: 2 days, 14:28:55, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5721, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1392 2022-02-09 01:30:36,511 - mmaction - INFO - Epoch [87][720/940] lr: 4.000e-01, eta: 2 days, 14:28:09, time: 1.275, data_time: 0.068, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5799, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1477 2022-02-09 01:31:01,823 - mmaction - INFO - Epoch [87][740/940] lr: 4.000e-01, eta: 2 days, 14:27:22, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.3389, top5_acc: 0.5820, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1495 2022-02-09 01:31:26,918 - mmaction - INFO - Epoch [87][760/940] lr: 4.000e-01, eta: 2 days, 14:26:34, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5770, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.1523 2022-02-09 01:31:52,059 - mmaction - INFO - Epoch [87][780/940] lr: 4.000e-01, eta: 2 days, 14:25:46, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5779, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1395 2022-02-09 01:32:16,935 - mmaction - INFO - Epoch [87][800/940] lr: 4.000e-01, eta: 2 days, 14:24:56, time: 1.243, data_time: 0.070, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5813, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1512 2022-02-09 01:32:42,006 - mmaction - INFO - Epoch [87][820/940] lr: 4.000e-01, eta: 2 days, 14:24:08, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5834, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1447 2022-02-09 01:33:07,058 - mmaction - INFO - Epoch [87][840/940] lr: 4.000e-01, eta: 2 days, 14:23:19, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5881, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.1762 2022-02-09 01:33:32,135 - mmaction - INFO - Epoch [87][860/940] lr: 4.000e-01, eta: 2 days, 14:22:31, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5734, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1300 2022-02-09 01:33:56,975 - mmaction - INFO - Epoch [87][880/940] lr: 4.000e-01, eta: 2 days, 14:21:41, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.3219, top5_acc: 0.5752, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1473 2022-02-09 01:34:21,989 - mmaction - INFO - Epoch [87][900/940] lr: 4.000e-01, eta: 2 days, 14:20:53, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5627, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1502 2022-02-09 01:34:47,248 - mmaction - INFO - Epoch [87][920/940] lr: 4.000e-01, eta: 2 days, 14:20:06, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.3152, top5_acc: 0.5613, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1223 2022-02-09 01:35:10,950 - mmaction - INFO - Epoch [87][940/940] lr: 4.000e-01, eta: 2 days, 14:19:09, time: 1.186, data_time: 0.065, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5775, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1443 2022-02-09 01:38:01,240 - mmaction - INFO - Epoch [88][20/940] lr: 4.000e-01, eta: 2 days, 14:33:00, time: 8.286, data_time: 6.915, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5713, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1750 2022-02-09 01:38:24,520 - mmaction - INFO - Epoch [88][40/940] lr: 4.000e-01, eta: 2 days, 14:32:00, time: 1.164, data_time: 0.046, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5955, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.1519 2022-02-09 01:38:47,989 - mmaction - INFO - Epoch [88][60/940] lr: 4.000e-01, eta: 2 days, 14:31:02, time: 1.173, data_time: 0.043, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5822, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.1525 2022-02-09 01:39:11,970 - mmaction - INFO - Epoch [88][80/940] lr: 4.000e-01, eta: 2 days, 14:30:06, time: 1.199, data_time: 0.051, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5896, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.1537 2022-02-09 01:39:36,254 - mmaction - INFO - Epoch [88][100/940] lr: 4.000e-01, eta: 2 days, 14:29:12, time: 1.214, data_time: 0.054, memory: 9488, top1_acc: 0.3174, top5_acc: 0.5783, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.1526 2022-02-09 01:40:00,876 - mmaction - INFO - Epoch [88][120/940] lr: 4.000e-01, eta: 2 days, 14:28:21, time: 1.231, data_time: 0.050, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5938, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.1567 2022-02-09 01:40:25,820 - mmaction - INFO - Epoch [88][140/940] lr: 4.000e-01, eta: 2 days, 14:27:31, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.1538 2022-02-09 01:40:50,877 - mmaction - INFO - Epoch [88][160/940] lr: 4.000e-01, eta: 2 days, 14:26:43, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.3430, top5_acc: 0.5957, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.1424 2022-02-09 01:41:15,656 - mmaction - INFO - Epoch [88][180/940] lr: 4.000e-01, eta: 2 days, 14:25:52, time: 1.239, data_time: 0.053, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5746, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.1369 2022-02-09 01:41:40,771 - mmaction - INFO - Epoch [88][200/940] lr: 4.000e-01, eta: 2 days, 14:25:04, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5791, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1670 2022-02-09 01:42:06,007 - mmaction - INFO - Epoch [88][220/940] lr: 4.000e-01, eta: 2 days, 14:24:17, time: 1.262, data_time: 0.061, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5854, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1477 2022-02-09 01:42:31,234 - mmaction - INFO - Epoch [88][240/940] lr: 4.000e-01, eta: 2 days, 14:23:29, time: 1.261, data_time: 0.057, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5852, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1603 2022-02-09 01:42:56,588 - mmaction - INFO - Epoch [88][260/940] lr: 4.000e-01, eta: 2 days, 14:22:43, time: 1.268, data_time: 0.069, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5814, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.1391 2022-02-09 01:43:21,992 - mmaction - INFO - Epoch [88][280/940] lr: 4.000e-01, eta: 2 days, 14:21:56, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5742, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.1497 2022-02-09 01:43:47,069 - mmaction - INFO - Epoch [88][300/940] lr: 4.000e-01, eta: 2 days, 14:21:08, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.3232, top5_acc: 0.5771, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1644 2022-02-09 01:44:12,388 - mmaction - INFO - Epoch [88][320/940] lr: 4.000e-01, eta: 2 days, 14:20:21, time: 1.266, data_time: 0.061, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5918, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.1506 2022-02-09 01:44:37,473 - mmaction - INFO - Epoch [88][340/940] lr: 4.000e-01, eta: 2 days, 14:19:33, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5816, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.1455 2022-02-09 01:45:02,718 - mmaction - INFO - Epoch [88][360/940] lr: 4.000e-01, eta: 2 days, 14:18:46, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5781, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.1580 2022-02-09 01:45:28,022 - mmaction - INFO - Epoch [88][380/940] lr: 4.000e-01, eta: 2 days, 14:17:59, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5764, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1469 2022-02-09 01:45:53,403 - mmaction - INFO - Epoch [88][400/940] lr: 4.000e-01, eta: 2 days, 14:17:13, time: 1.268, data_time: 0.064, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5896, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.1564 2022-02-09 01:46:18,585 - mmaction - INFO - Epoch [88][420/940] lr: 4.000e-01, eta: 2 days, 14:16:25, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5852, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.1691 2022-02-09 01:46:43,703 - mmaction - INFO - Epoch [88][440/940] lr: 4.000e-01, eta: 2 days, 14:15:37, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5813, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.1442 2022-02-09 01:47:08,827 - mmaction - INFO - Epoch [88][460/940] lr: 4.000e-01, eta: 2 days, 14:14:50, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3396, top5_acc: 0.5844, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.1361 2022-02-09 01:47:33,950 - mmaction - INFO - Epoch [88][480/940] lr: 4.000e-01, eta: 2 days, 14:14:02, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.3330, top5_acc: 0.5787, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.1409 2022-02-09 01:47:59,017 - mmaction - INFO - Epoch [88][500/940] lr: 4.000e-01, eta: 2 days, 14:13:14, time: 1.253, data_time: 0.059, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5760, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.1414 2022-02-09 01:48:24,761 - mmaction - INFO - Epoch [88][520/940] lr: 4.000e-01, eta: 2 days, 14:12:30, time: 1.288, data_time: 0.082, memory: 9488, top1_acc: 0.3109, top5_acc: 0.5625, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.1382 2022-02-09 01:48:50,054 - mmaction - INFO - Epoch [88][540/940] lr: 4.000e-01, eta: 2 days, 14:11:43, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5777, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1330 2022-02-09 01:49:15,740 - mmaction - INFO - Epoch [88][560/940] lr: 4.000e-01, eta: 2 days, 14:10:59, time: 1.284, data_time: 0.075, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5807, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.1697 2022-02-09 01:49:40,868 - mmaction - INFO - Epoch [88][580/940] lr: 4.000e-01, eta: 2 days, 14:10:12, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5830, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1410 2022-02-09 01:50:06,205 - mmaction - INFO - Epoch [88][600/940] lr: 4.000e-01, eta: 2 days, 14:09:26, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5832, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.1484 2022-02-09 01:50:31,510 - mmaction - INFO - Epoch [88][620/940] lr: 4.000e-01, eta: 2 days, 14:08:39, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5938, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.1260 2022-02-09 01:50:56,988 - mmaction - INFO - Epoch [88][640/940] lr: 4.000e-01, eta: 2 days, 14:07:54, time: 1.274, data_time: 0.068, memory: 9488, top1_acc: 0.3330, top5_acc: 0.6016, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.1356 2022-02-09 01:51:22,314 - mmaction - INFO - Epoch [88][660/940] lr: 4.000e-01, eta: 2 days, 14:07:08, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.3434, top5_acc: 0.5934, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.1642 2022-02-09 01:51:47,473 - mmaction - INFO - Epoch [88][680/940] lr: 4.000e-01, eta: 2 days, 14:06:21, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.3213, top5_acc: 0.5807, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.1648 2022-02-09 01:52:12,760 - mmaction - INFO - Epoch [88][700/940] lr: 4.000e-01, eta: 2 days, 14:05:34, time: 1.264, data_time: 0.063, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5693, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1307 2022-02-09 01:52:38,212 - mmaction - INFO - Epoch [88][720/940] lr: 4.000e-01, eta: 2 days, 14:04:49, time: 1.273, data_time: 0.072, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5873, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.1621 2022-02-09 01:53:03,549 - mmaction - INFO - Epoch [88][740/940] lr: 4.000e-01, eta: 2 days, 14:04:03, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5871, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.1523 2022-02-09 01:53:29,086 - mmaction - INFO - Epoch [88][760/940] lr: 4.000e-01, eta: 2 days, 14:03:18, time: 1.277, data_time: 0.069, memory: 9488, top1_acc: 0.3381, top5_acc: 0.5953, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.1543 2022-02-09 01:53:54,125 - mmaction - INFO - Epoch [88][780/940] lr: 4.000e-01, eta: 2 days, 14:02:30, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5883, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.1759 2022-02-09 01:54:19,676 - mmaction - INFO - Epoch [88][800/940] lr: 4.000e-01, eta: 2 days, 14:01:46, time: 1.278, data_time: 0.076, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5910, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.1383 2022-02-09 01:54:45,149 - mmaction - INFO - Epoch [88][820/940] lr: 4.000e-01, eta: 2 days, 14:01:01, time: 1.274, data_time: 0.077, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5826, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1721 2022-02-09 01:55:10,606 - mmaction - INFO - Epoch [88][840/940] lr: 4.000e-01, eta: 2 days, 14:00:16, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5750, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1562 2022-02-09 01:55:35,850 - mmaction - INFO - Epoch [88][860/940] lr: 4.000e-01, eta: 2 days, 13:59:29, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5789, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.1306 2022-02-09 01:56:01,101 - mmaction - INFO - Epoch [88][880/940] lr: 4.000e-01, eta: 2 days, 13:58:43, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.3125, top5_acc: 0.5744, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1701 2022-02-09 01:56:26,499 - mmaction - INFO - Epoch [88][900/940] lr: 4.000e-01, eta: 2 days, 13:57:58, time: 1.270, data_time: 0.060, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5736, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1532 2022-02-09 01:56:51,721 - mmaction - INFO - Epoch [88][920/940] lr: 4.000e-01, eta: 2 days, 13:57:11, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5881, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.1463 2022-02-09 01:57:15,575 - mmaction - INFO - Epoch [88][940/940] lr: 4.000e-01, eta: 2 days, 13:56:17, time: 1.193, data_time: 0.062, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5757, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1593 2022-02-09 01:59:49,162 - mmaction - INFO - Epoch [89][20/940] lr: 4.000e-01, eta: 2 days, 14:08:06, time: 7.566, data_time: 6.059, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5830, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1504 2022-02-09 02:00:12,674 - mmaction - INFO - Epoch [89][40/940] lr: 4.000e-01, eta: 2 days, 14:07:09, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5799, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.1427 2022-02-09 02:00:36,729 - mmaction - INFO - Epoch [89][60/940] lr: 4.000e-01, eta: 2 days, 14:06:15, time: 1.202, data_time: 0.050, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5875, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1473 2022-02-09 02:01:01,486 - mmaction - INFO - Epoch [89][80/940] lr: 4.000e-01, eta: 2 days, 14:05:25, time: 1.238, data_time: 0.054, memory: 9488, top1_acc: 0.3236, top5_acc: 0.5793, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.1368 2022-02-09 02:01:26,395 - mmaction - INFO - Epoch [89][100/940] lr: 4.000e-01, eta: 2 days, 14:04:37, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5777, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.1316 2022-02-09 02:01:51,880 - mmaction - INFO - Epoch [89][120/940] lr: 4.000e-01, eta: 2 days, 14:03:52, time: 1.274, data_time: 0.052, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5760, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1572 2022-02-09 02:02:17,292 - mmaction - INFO - Epoch [89][140/940] lr: 4.000e-01, eta: 2 days, 14:03:06, time: 1.271, data_time: 0.051, memory: 9488, top1_acc: 0.3348, top5_acc: 0.5932, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.1457 2022-02-09 02:02:42,561 - mmaction - INFO - Epoch [89][160/940] lr: 4.000e-01, eta: 2 days, 14:02:19, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.3434, top5_acc: 0.5859, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.1352 2022-02-09 02:03:08,087 - mmaction - INFO - Epoch [89][180/940] lr: 4.000e-01, eta: 2 days, 14:01:35, time: 1.276, data_time: 0.069, memory: 9488, top1_acc: 0.3404, top5_acc: 0.5949, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.1478 2022-02-09 02:03:33,277 - mmaction - INFO - Epoch [89][200/940] lr: 4.000e-01, eta: 2 days, 14:00:48, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5803, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.1464 2022-02-09 02:03:58,492 - mmaction - INFO - Epoch [89][220/940] lr: 4.000e-01, eta: 2 days, 14:00:01, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.3256, top5_acc: 0.5924, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1800 2022-02-09 02:04:23,787 - mmaction - INFO - Epoch [89][240/940] lr: 4.000e-01, eta: 2 days, 13:59:15, time: 1.265, data_time: 0.061, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5826, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1409 2022-02-09 02:04:49,245 - mmaction - INFO - Epoch [89][260/940] lr: 4.000e-01, eta: 2 days, 13:58:30, time: 1.273, data_time: 0.055, memory: 9488, top1_acc: 0.3443, top5_acc: 0.5936, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.1325 2022-02-09 02:05:14,657 - mmaction - INFO - Epoch [89][280/940] lr: 4.000e-01, eta: 2 days, 13:57:44, time: 1.271, data_time: 0.064, memory: 9488, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.1500 2022-02-09 02:05:39,968 - mmaction - INFO - Epoch [89][300/940] lr: 4.000e-01, eta: 2 days, 13:56:58, time: 1.265, data_time: 0.064, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5850, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.1524 2022-02-09 02:06:05,471 - mmaction - INFO - Epoch [89][320/940] lr: 4.000e-01, eta: 2 days, 13:56:13, time: 1.275, data_time: 0.068, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5908, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.1657 2022-02-09 02:06:30,942 - mmaction - INFO - Epoch [89][340/940] lr: 4.000e-01, eta: 2 days, 13:55:28, time: 1.274, data_time: 0.061, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1651 2022-02-09 02:06:56,269 - mmaction - INFO - Epoch [89][360/940] lr: 4.000e-01, eta: 2 days, 13:54:42, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5682, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1781 2022-02-09 02:07:21,753 - mmaction - INFO - Epoch [89][380/940] lr: 4.000e-01, eta: 2 days, 13:53:58, time: 1.274, data_time: 0.055, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5781, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1132 2022-02-09 02:07:47,299 - mmaction - INFO - Epoch [89][400/940] lr: 4.000e-01, eta: 2 days, 13:53:13, time: 1.278, data_time: 0.071, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5869, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.1498 2022-02-09 02:08:12,643 - mmaction - INFO - Epoch [89][420/940] lr: 4.000e-01, eta: 2 days, 13:52:27, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5826, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1574 2022-02-09 02:08:38,095 - mmaction - INFO - Epoch [89][440/940] lr: 4.000e-01, eta: 2 days, 13:51:43, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.3203, top5_acc: 0.5826, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1591 2022-02-09 02:09:03,384 - mmaction - INFO - Epoch [89][460/940] lr: 4.000e-01, eta: 2 days, 13:50:57, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5781, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.1498 2022-02-09 02:09:28,536 - mmaction - INFO - Epoch [89][480/940] lr: 4.000e-01, eta: 2 days, 13:50:10, time: 1.257, data_time: 0.062, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5721, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.1568 2022-02-09 02:09:54,025 - mmaction - INFO - Epoch [89][500/940] lr: 4.000e-01, eta: 2 days, 13:49:25, time: 1.274, data_time: 0.064, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5982, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.1354 2022-02-09 02:10:19,002 - mmaction - INFO - Epoch [89][520/940] lr: 4.000e-01, eta: 2 days, 13:48:38, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5896, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1615 2022-02-09 02:10:44,420 - mmaction - INFO - Epoch [89][540/940] lr: 4.000e-01, eta: 2 days, 13:47:53, time: 1.271, data_time: 0.062, memory: 9488, top1_acc: 0.3139, top5_acc: 0.5816, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1538 2022-02-09 02:11:09,643 - mmaction - INFO - Epoch [89][560/940] lr: 4.000e-01, eta: 2 days, 13:47:07, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5887, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.1483 2022-02-09 02:11:34,761 - mmaction - INFO - Epoch [89][580/940] lr: 4.000e-01, eta: 2 days, 13:46:20, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5953, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.1755 2022-02-09 02:12:00,205 - mmaction - INFO - Epoch [89][600/940] lr: 4.000e-01, eta: 2 days, 13:45:35, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.3393, top5_acc: 0.5951, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.1539 2022-02-09 02:12:25,423 - mmaction - INFO - Epoch [89][620/940] lr: 4.000e-01, eta: 2 days, 13:44:49, time: 1.260, data_time: 0.059, memory: 9488, top1_acc: 0.3113, top5_acc: 0.5678, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.1726 2022-02-09 02:12:50,552 - mmaction - INFO - Epoch [89][640/940] lr: 4.000e-01, eta: 2 days, 13:44:02, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5758, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.1363 2022-02-09 02:13:15,738 - mmaction - INFO - Epoch [89][660/940] lr: 4.000e-01, eta: 2 days, 13:43:16, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5752, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.1437 2022-02-09 02:13:40,878 - mmaction - INFO - Epoch [89][680/940] lr: 4.000e-01, eta: 2 days, 13:42:30, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5818, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.1807 2022-02-09 02:14:05,955 - mmaction - INFO - Epoch [89][700/940] lr: 4.000e-01, eta: 2 days, 13:41:43, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5795, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1583 2022-02-09 02:14:31,117 - mmaction - INFO - Epoch [89][720/940] lr: 4.000e-01, eta: 2 days, 13:40:57, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1583 2022-02-09 02:14:56,375 - mmaction - INFO - Epoch [89][740/940] lr: 4.000e-01, eta: 2 days, 13:40:11, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.3131, top5_acc: 0.5707, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1339 2022-02-09 02:15:24,286 - mmaction - INFO - Epoch [89][760/940] lr: 4.000e-01, eta: 2 days, 13:39:41, time: 1.396, data_time: 0.058, memory: 9488, top1_acc: 0.3434, top5_acc: 0.5885, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.1321 2022-02-09 02:15:49,404 - mmaction - INFO - Epoch [89][780/940] lr: 4.000e-01, eta: 2 days, 13:38:55, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5867, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.1553 2022-02-09 02:16:14,579 - mmaction - INFO - Epoch [89][800/940] lr: 4.000e-01, eta: 2 days, 13:38:09, time: 1.259, data_time: 0.055, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5957, loss_cls: 3.0241, loss: 3.0241, grad_norm: 1.1357 2022-02-09 02:16:39,736 - mmaction - INFO - Epoch [89][820/940] lr: 4.000e-01, eta: 2 days, 13:37:22, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5881, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.1595 2022-02-09 02:17:04,828 - mmaction - INFO - Epoch [89][840/940] lr: 4.000e-01, eta: 2 days, 13:36:36, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5816, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1410 2022-02-09 02:17:30,111 - mmaction - INFO - Epoch [89][860/940] lr: 4.000e-01, eta: 2 days, 13:35:51, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5773, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.1456 2022-02-09 02:17:55,190 - mmaction - INFO - Epoch [89][880/940] lr: 4.000e-01, eta: 2 days, 13:35:04, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5809, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1270 2022-02-09 02:18:20,451 - mmaction - INFO - Epoch [89][900/940] lr: 4.000e-01, eta: 2 days, 13:34:19, time: 1.263, data_time: 0.061, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5773, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.1883 2022-02-09 02:18:45,725 - mmaction - INFO - Epoch [89][920/940] lr: 4.000e-01, eta: 2 days, 13:33:33, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.3426, top5_acc: 0.5846, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.1607 2022-02-09 02:19:09,534 - mmaction - INFO - Epoch [89][940/940] lr: 4.000e-01, eta: 2 days, 13:32:40, time: 1.191, data_time: 0.059, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5739, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.1289 2022-02-09 02:22:17,868 - mmaction - INFO - Epoch [90][20/940] lr: 4.000e-01, eta: 2 days, 13:46:59, time: 9.124, data_time: 7.786, memory: 9488, top1_acc: 0.3156, top5_acc: 0.5729, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.1552 2022-02-09 02:22:41,283 - mmaction - INFO - Epoch [90][40/940] lr: 4.000e-01, eta: 2 days, 13:46:03, time: 1.171, data_time: 0.049, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5752, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1583 2022-02-09 02:23:05,075 - mmaction - INFO - Epoch [90][60/940] lr: 4.000e-01, eta: 2 days, 13:45:08, time: 1.190, data_time: 0.046, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5920, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.1424 2022-02-09 02:23:29,007 - mmaction - INFO - Epoch [90][80/940] lr: 4.000e-01, eta: 2 days, 13:44:15, time: 1.197, data_time: 0.051, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5861, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.1622 2022-02-09 02:23:53,179 - mmaction - INFO - Epoch [90][100/940] lr: 4.000e-01, eta: 2 days, 13:43:22, time: 1.208, data_time: 0.044, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.1492 2022-02-09 02:24:17,826 - mmaction - INFO - Epoch [90][120/940] lr: 4.000e-01, eta: 2 days, 13:42:33, time: 1.232, data_time: 0.049, memory: 9488, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.1540 2022-02-09 02:24:42,462 - mmaction - INFO - Epoch [90][140/940] lr: 4.000e-01, eta: 2 days, 13:41:44, time: 1.232, data_time: 0.055, memory: 9488, top1_acc: 0.3387, top5_acc: 0.5885, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.1534 2022-02-09 02:25:07,602 - mmaction - INFO - Epoch [90][160/940] lr: 4.000e-01, eta: 2 days, 13:40:57, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.3250, top5_acc: 0.5895, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.1702 2022-02-09 02:25:32,776 - mmaction - INFO - Epoch [90][180/940] lr: 4.000e-01, eta: 2 days, 13:40:11, time: 1.259, data_time: 0.061, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5863, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1664 2022-02-09 02:25:57,688 - mmaction - INFO - Epoch [90][200/940] lr: 4.000e-01, eta: 2 days, 13:39:23, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5721, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.1672 2022-02-09 02:26:22,701 - mmaction - INFO - Epoch [90][220/940] lr: 4.000e-01, eta: 2 days, 13:38:36, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5717, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1510 2022-02-09 02:26:47,813 - mmaction - INFO - Epoch [90][240/940] lr: 4.000e-01, eta: 2 days, 13:37:49, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5834, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1445 2022-02-09 02:27:13,044 - mmaction - INFO - Epoch [90][260/940] lr: 4.000e-01, eta: 2 days, 13:37:03, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5734, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1766 2022-02-09 02:27:38,107 - mmaction - INFO - Epoch [90][280/940] lr: 4.000e-01, eta: 2 days, 13:36:17, time: 1.253, data_time: 0.056, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5746, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.1568 2022-02-09 02:28:03,408 - mmaction - INFO - Epoch [90][300/940] lr: 4.000e-01, eta: 2 days, 13:35:31, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1241 2022-02-09 02:28:28,726 - mmaction - INFO - Epoch [90][320/940] lr: 4.000e-01, eta: 2 days, 13:34:46, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5805, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.1374 2022-02-09 02:28:54,035 - mmaction - INFO - Epoch [90][340/940] lr: 4.000e-01, eta: 2 days, 13:34:01, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.3217, top5_acc: 0.5893, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1303 2022-02-09 02:29:19,240 - mmaction - INFO - Epoch [90][360/940] lr: 4.000e-01, eta: 2 days, 13:33:15, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5844, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1509 2022-02-09 02:29:44,518 - mmaction - INFO - Epoch [90][380/940] lr: 4.000e-01, eta: 2 days, 13:32:29, time: 1.264, data_time: 0.057, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5826, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.1433 2022-02-09 02:30:09,551 - mmaction - INFO - Epoch [90][400/940] lr: 4.000e-01, eta: 2 days, 13:31:43, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5789, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.1570 2022-02-09 02:30:34,586 - mmaction - INFO - Epoch [90][420/940] lr: 4.000e-01, eta: 2 days, 13:30:56, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5713, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1377 2022-02-09 02:30:59,884 - mmaction - INFO - Epoch [90][440/940] lr: 4.000e-01, eta: 2 days, 13:30:11, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5760, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1364 2022-02-09 02:31:24,923 - mmaction - INFO - Epoch [90][460/940] lr: 4.000e-01, eta: 2 days, 13:29:24, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.3396, top5_acc: 0.5902, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.1296 2022-02-09 02:31:50,011 - mmaction - INFO - Epoch [90][480/940] lr: 4.000e-01, eta: 2 days, 13:28:38, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5875, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1510 2022-02-09 02:32:14,896 - mmaction - INFO - Epoch [90][500/940] lr: 4.000e-01, eta: 2 days, 13:27:50, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.3246, top5_acc: 0.5869, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.1502 2022-02-09 02:32:40,089 - mmaction - INFO - Epoch [90][520/940] lr: 4.000e-01, eta: 2 days, 13:27:05, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5830, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.1345 2022-02-09 02:33:05,079 - mmaction - INFO - Epoch [90][540/940] lr: 4.000e-01, eta: 2 days, 13:26:18, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.3186, top5_acc: 0.5844, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.1436 2022-02-09 02:33:30,272 - mmaction - INFO - Epoch [90][560/940] lr: 4.000e-01, eta: 2 days, 13:25:32, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5754, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.1293 2022-02-09 02:33:55,375 - mmaction - INFO - Epoch [90][580/940] lr: 4.000e-01, eta: 2 days, 13:24:46, time: 1.255, data_time: 0.055, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5875, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.1403 2022-02-09 02:34:20,587 - mmaction - INFO - Epoch [90][600/940] lr: 4.000e-01, eta: 2 days, 13:24:01, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.3316, top5_acc: 0.5746, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.1477 2022-02-09 02:34:45,752 - mmaction - INFO - Epoch [90][620/940] lr: 4.000e-01, eta: 2 days, 13:23:15, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5830, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.1558 2022-02-09 02:35:10,874 - mmaction - INFO - Epoch [90][640/940] lr: 4.000e-01, eta: 2 days, 13:22:29, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5932, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.1477 2022-02-09 02:35:36,154 - mmaction - INFO - Epoch [90][660/940] lr: 4.000e-01, eta: 2 days, 13:21:44, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.3166, top5_acc: 0.5699, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.1617 2022-02-09 02:36:01,541 - mmaction - INFO - Epoch [90][680/940] lr: 4.000e-01, eta: 2 days, 13:21:00, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5865, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.1266 2022-02-09 02:36:26,779 - mmaction - INFO - Epoch [90][700/940] lr: 4.000e-01, eta: 2 days, 13:20:15, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5988, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.1559 2022-02-09 02:36:51,999 - mmaction - INFO - Epoch [90][720/940] lr: 4.000e-01, eta: 2 days, 13:19:29, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.1652 2022-02-09 02:37:17,244 - mmaction - INFO - Epoch [90][740/940] lr: 4.000e-01, eta: 2 days, 13:18:44, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.3332, top5_acc: 0.5889, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.1724 2022-02-09 02:37:42,702 - mmaction - INFO - Epoch [90][760/940] lr: 4.000e-01, eta: 2 days, 13:18:00, time: 1.272, data_time: 0.071, memory: 9488, top1_acc: 0.3361, top5_acc: 0.5814, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1410 2022-02-09 02:38:07,854 - mmaction - INFO - Epoch [90][780/940] lr: 4.000e-01, eta: 2 days, 13:17:15, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1375 2022-02-09 02:38:32,960 - mmaction - INFO - Epoch [90][800/940] lr: 4.000e-01, eta: 2 days, 13:16:29, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5871, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.1592 2022-02-09 02:38:58,248 - mmaction - INFO - Epoch [90][820/940] lr: 4.000e-01, eta: 2 days, 13:15:44, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5689, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.1493 2022-02-09 02:39:23,665 - mmaction - INFO - Epoch [90][840/940] lr: 4.000e-01, eta: 2 days, 13:15:01, time: 1.272, data_time: 0.077, memory: 9488, top1_acc: 0.3307, top5_acc: 0.5830, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1653 2022-02-09 02:39:48,933 - mmaction - INFO - Epoch [90][860/940] lr: 4.000e-01, eta: 2 days, 13:14:16, time: 1.263, data_time: 0.065, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5795, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1279 2022-02-09 02:40:14,623 - mmaction - INFO - Epoch [90][880/940] lr: 4.000e-01, eta: 2 days, 13:13:33, time: 1.285, data_time: 0.072, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5787, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.1397 2022-02-09 02:40:39,752 - mmaction - INFO - Epoch [90][900/940] lr: 4.000e-01, eta: 2 days, 13:12:48, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5742, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1513 2022-02-09 02:41:05,048 - mmaction - INFO - Epoch [90][920/940] lr: 4.000e-01, eta: 2 days, 13:12:03, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5803, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.1689 2022-02-09 02:41:28,973 - mmaction - INFO - Epoch [90][940/940] lr: 4.000e-01, eta: 2 days, 13:11:11, time: 1.197, data_time: 0.063, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5830, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.1512 2022-02-09 02:41:33,206 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 02:41:33,213 - mmaction - INFO - 110 BN found 2022-02-09 02:45:55,270 - mmaction - INFO - BN stats updated 2022-02-09 02:45:57,274 - mmaction - INFO - Saving checkpoint at 90 epochs 2022-02-09 02:48:37,567 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 02:48:38,337 - mmaction - INFO - top1_acc 0.4093 top5_acc 0.6886 2022-02-09 02:48:38,337 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 02:48:38,376 - mmaction - INFO - mean_acc 0.4092 2022-02-09 02:48:38,389 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_85.pth was removed 2022-02-09 02:48:40,839 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_90.pth. 2022-02-09 02:48:40,839 - mmaction - INFO - Best top1_acc is 0.4093 at 90 epoch. 2022-02-09 02:48:40,852 - mmaction - INFO - Epoch(val) [90][78] top1_acc: 0.4093, top5_acc: 0.6886, mean_class_accuracy: 0.4092 2022-02-09 02:51:14,270 - mmaction - INFO - Epoch [91][20/940] lr: 4.000e-01, eta: 2 days, 13:22:15, time: 7.669, data_time: 5.916, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5809, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.1853 2022-02-09 02:51:37,660 - mmaction - INFO - Epoch [91][40/940] lr: 4.000e-01, eta: 2 days, 13:21:19, time: 1.169, data_time: 0.047, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5814, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1444 2022-02-09 02:52:01,151 - mmaction - INFO - Epoch [91][60/940] lr: 4.000e-01, eta: 2 days, 13:20:24, time: 1.174, data_time: 0.049, memory: 9488, top1_acc: 0.3381, top5_acc: 0.5891, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.1367 2022-02-09 02:52:24,823 - mmaction - INFO - Epoch [91][80/940] lr: 4.000e-01, eta: 2 days, 13:19:30, time: 1.183, data_time: 0.044, memory: 9488, top1_acc: 0.3430, top5_acc: 0.5926, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.1542 2022-02-09 02:52:48,773 - mmaction - INFO - Epoch [91][100/940] lr: 4.000e-01, eta: 2 days, 13:18:38, time: 1.198, data_time: 0.047, memory: 9488, top1_acc: 0.3408, top5_acc: 0.5867, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.1541 2022-02-09 02:53:12,863 - mmaction - INFO - Epoch [91][120/940] lr: 4.000e-01, eta: 2 days, 13:17:47, time: 1.205, data_time: 0.053, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5951, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.1653 2022-02-09 02:53:37,318 - mmaction - INFO - Epoch [91][140/940] lr: 4.000e-01, eta: 2 days, 13:16:57, time: 1.222, data_time: 0.051, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5857, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1384 2022-02-09 02:54:02,123 - mmaction - INFO - Epoch [91][160/940] lr: 4.000e-01, eta: 2 days, 13:16:09, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1811 2022-02-09 02:54:27,023 - mmaction - INFO - Epoch [91][180/940] lr: 4.000e-01, eta: 2 days, 13:15:23, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.3191, top5_acc: 0.5744, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.1373 2022-02-09 02:54:51,923 - mmaction - INFO - Epoch [91][200/940] lr: 4.000e-01, eta: 2 days, 13:14:36, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5914, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.1271 2022-02-09 02:55:17,062 - mmaction - INFO - Epoch [91][220/940] lr: 4.000e-01, eta: 2 days, 13:13:50, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.1629 2022-02-09 02:55:41,868 - mmaction - INFO - Epoch [91][240/940] lr: 4.000e-01, eta: 2 days, 13:13:03, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5791, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.1558 2022-02-09 02:56:06,893 - mmaction - INFO - Epoch [91][260/940] lr: 4.000e-01, eta: 2 days, 13:12:16, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.3268, top5_acc: 0.5896, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.1357 2022-02-09 02:56:31,794 - mmaction - INFO - Epoch [91][280/940] lr: 4.000e-01, eta: 2 days, 13:11:30, time: 1.246, data_time: 0.057, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5928, loss_cls: 3.0218, loss: 3.0218, grad_norm: 1.1605 2022-02-09 02:56:57,184 - mmaction - INFO - Epoch [91][300/940] lr: 4.000e-01, eta: 2 days, 13:10:46, time: 1.269, data_time: 0.057, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5807, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1659 2022-02-09 02:57:22,444 - mmaction - INFO - Epoch [91][320/940] lr: 4.000e-01, eta: 2 days, 13:10:01, time: 1.263, data_time: 0.065, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5883, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1718 2022-02-09 02:57:47,822 - mmaction - INFO - Epoch [91][340/940] lr: 4.000e-01, eta: 2 days, 13:09:17, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.3314, top5_acc: 0.5881, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1510 2022-02-09 02:58:12,756 - mmaction - INFO - Epoch [91][360/940] lr: 4.000e-01, eta: 2 days, 13:08:30, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5875, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.1440 2022-02-09 02:58:38,259 - mmaction - INFO - Epoch [91][380/940] lr: 4.000e-01, eta: 2 days, 13:07:47, time: 1.275, data_time: 0.060, memory: 9488, top1_acc: 0.3424, top5_acc: 0.5867, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.1397 2022-02-09 02:59:03,241 - mmaction - INFO - Epoch [91][400/940] lr: 4.000e-01, eta: 2 days, 13:07:01, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.3436, top5_acc: 0.5971, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.1469 2022-02-09 02:59:28,589 - mmaction - INFO - Epoch [91][420/940] lr: 4.000e-01, eta: 2 days, 13:06:16, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5738, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1608 2022-02-09 02:59:53,871 - mmaction - INFO - Epoch [91][440/940] lr: 4.000e-01, eta: 2 days, 13:05:32, time: 1.264, data_time: 0.060, memory: 9488, top1_acc: 0.3416, top5_acc: 0.5914, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.1295 2022-02-09 03:00:19,161 - mmaction - INFO - Epoch [91][460/940] lr: 4.000e-01, eta: 2 days, 13:04:47, time: 1.264, data_time: 0.063, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5965, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.1634 2022-02-09 03:00:44,288 - mmaction - INFO - Epoch [91][480/940] lr: 4.000e-01, eta: 2 days, 13:04:02, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5791, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1919 2022-02-09 03:01:09,593 - mmaction - INFO - Epoch [91][500/940] lr: 4.000e-01, eta: 2 days, 13:03:18, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5719, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1550 2022-02-09 03:01:34,631 - mmaction - INFO - Epoch [91][520/940] lr: 4.000e-01, eta: 2 days, 13:02:32, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5781, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1532 2022-02-09 03:01:59,496 - mmaction - INFO - Epoch [91][540/940] lr: 4.000e-01, eta: 2 days, 13:01:45, time: 1.243, data_time: 0.055, memory: 9488, top1_acc: 0.3207, top5_acc: 0.5867, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1403 2022-02-09 03:02:24,703 - mmaction - INFO - Epoch [91][560/940] lr: 4.000e-01, eta: 2 days, 13:01:01, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.3201, top5_acc: 0.5807, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1739 2022-02-09 03:02:50,212 - mmaction - INFO - Epoch [91][580/940] lr: 4.000e-01, eta: 2 days, 13:00:17, time: 1.275, data_time: 0.066, memory: 9488, top1_acc: 0.3373, top5_acc: 0.5908, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.1360 2022-02-09 03:03:15,653 - mmaction - INFO - Epoch [91][600/940] lr: 4.000e-01, eta: 2 days, 12:59:34, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.3195, top5_acc: 0.5764, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1675 2022-02-09 03:03:40,902 - mmaction - INFO - Epoch [91][620/940] lr: 4.000e-01, eta: 2 days, 12:58:50, time: 1.262, data_time: 0.077, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5807, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1547 2022-02-09 03:04:06,230 - mmaction - INFO - Epoch [91][640/940] lr: 4.000e-01, eta: 2 days, 12:58:06, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5957, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.1609 2022-02-09 03:04:31,200 - mmaction - INFO - Epoch [91][660/940] lr: 4.000e-01, eta: 2 days, 12:57:20, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5795, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1595 2022-02-09 03:04:56,745 - mmaction - INFO - Epoch [91][680/940] lr: 4.000e-01, eta: 2 days, 12:56:37, time: 1.277, data_time: 0.068, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5838, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.1431 2022-02-09 03:05:22,009 - mmaction - INFO - Epoch [91][700/940] lr: 4.000e-01, eta: 2 days, 12:55:53, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5771, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.1442 2022-02-09 03:05:47,096 - mmaction - INFO - Epoch [91][720/940] lr: 4.000e-01, eta: 2 days, 12:55:08, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.3322, top5_acc: 0.5945, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.1563 2022-02-09 03:06:12,371 - mmaction - INFO - Epoch [91][740/940] lr: 4.000e-01, eta: 2 days, 12:54:23, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.3238, top5_acc: 0.5670, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1482 2022-02-09 03:06:37,375 - mmaction - INFO - Epoch [91][760/940] lr: 4.000e-01, eta: 2 days, 12:53:38, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5629, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1379 2022-02-09 03:07:02,697 - mmaction - INFO - Epoch [91][780/940] lr: 4.000e-01, eta: 2 days, 12:52:54, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5711, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1499 2022-02-09 03:07:28,034 - mmaction - INFO - Epoch [91][800/940] lr: 4.000e-01, eta: 2 days, 12:52:10, time: 1.267, data_time: 0.077, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5805, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.1151 2022-02-09 03:07:53,439 - mmaction - INFO - Epoch [91][820/940] lr: 4.000e-01, eta: 2 days, 12:51:27, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5783, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.1361 2022-02-09 03:08:18,611 - mmaction - INFO - Epoch [91][840/940] lr: 4.000e-01, eta: 2 days, 12:50:42, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5912, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.1464 2022-02-09 03:08:43,635 - mmaction - INFO - Epoch [91][860/940] lr: 4.000e-01, eta: 2 days, 12:49:57, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.3266, top5_acc: 0.5840, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1650 2022-02-09 03:09:08,596 - mmaction - INFO - Epoch [91][880/940] lr: 4.000e-01, eta: 2 days, 12:49:11, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5842, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.1513 2022-02-09 03:09:33,590 - mmaction - INFO - Epoch [91][900/940] lr: 4.000e-01, eta: 2 days, 12:48:26, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5699, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1576 2022-02-09 03:09:58,998 - mmaction - INFO - Epoch [91][920/940] lr: 4.000e-01, eta: 2 days, 12:47:43, time: 1.271, data_time: 0.073, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5791, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.1252 2022-02-09 03:10:23,146 - mmaction - INFO - Epoch [91][940/940] lr: 4.000e-01, eta: 2 days, 12:46:53, time: 1.207, data_time: 0.059, memory: 9488, top1_acc: 0.3336, top5_acc: 0.5757, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.1465 2022-02-09 03:13:04,105 - mmaction - INFO - Epoch [92][20/940] lr: 4.000e-01, eta: 2 days, 12:57:55, time: 7.899, data_time: 6.367, memory: 9488, top1_acc: 0.3227, top5_acc: 0.5779, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1656 2022-02-09 03:13:27,517 - mmaction - INFO - Epoch [92][40/940] lr: 4.000e-01, eta: 2 days, 12:57:01, time: 1.173, data_time: 0.051, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5826, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1528 2022-02-09 03:13:51,309 - mmaction - INFO - Epoch [92][60/940] lr: 4.000e-01, eta: 2 days, 12:56:08, time: 1.190, data_time: 0.048, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5990, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.1507 2022-02-09 03:14:15,365 - mmaction - INFO - Epoch [92][80/940] lr: 4.000e-01, eta: 2 days, 12:55:18, time: 1.203, data_time: 0.055, memory: 9488, top1_acc: 0.3391, top5_acc: 0.5908, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.1303 2022-02-09 03:14:39,687 - mmaction - INFO - Epoch [92][100/940] lr: 4.000e-01, eta: 2 days, 12:54:28, time: 1.216, data_time: 0.051, memory: 9488, top1_acc: 0.3393, top5_acc: 0.5994, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.1564 2022-02-09 03:15:04,325 - mmaction - INFO - Epoch [92][120/940] lr: 4.000e-01, eta: 2 days, 12:53:41, time: 1.232, data_time: 0.058, memory: 9488, top1_acc: 0.3350, top5_acc: 0.5836, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.1691 2022-02-09 03:15:29,106 - mmaction - INFO - Epoch [92][140/940] lr: 4.000e-01, eta: 2 days, 12:52:54, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5725, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1430 2022-02-09 03:15:53,802 - mmaction - INFO - Epoch [92][160/940] lr: 4.000e-01, eta: 2 days, 12:52:06, time: 1.234, data_time: 0.059, memory: 9488, top1_acc: 0.3377, top5_acc: 0.6000, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.1391 2022-02-09 03:16:18,755 - mmaction - INFO - Epoch [92][180/940] lr: 4.000e-01, eta: 2 days, 12:51:21, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5857, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1649 2022-02-09 03:16:43,580 - mmaction - INFO - Epoch [92][200/940] lr: 4.000e-01, eta: 2 days, 12:50:34, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1621 2022-02-09 03:17:08,440 - mmaction - INFO - Epoch [92][220/940] lr: 4.000e-01, eta: 2 days, 12:49:48, time: 1.243, data_time: 0.054, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5818, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1441 2022-02-09 03:17:32,989 - mmaction - INFO - Epoch [92][240/940] lr: 4.000e-01, eta: 2 days, 12:49:00, time: 1.227, data_time: 0.060, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5816, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1433 2022-02-09 03:17:58,213 - mmaction - INFO - Epoch [92][260/940] lr: 4.000e-01, eta: 2 days, 12:48:15, time: 1.263, data_time: 0.057, memory: 9488, top1_acc: 0.3461, top5_acc: 0.5848, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.1308 2022-02-09 03:18:22,733 - mmaction - INFO - Epoch [92][280/940] lr: 4.000e-01, eta: 2 days, 12:47:27, time: 1.225, data_time: 0.054, memory: 9488, top1_acc: 0.3477, top5_acc: 0.5932, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.1269 2022-02-09 03:18:47,343 - mmaction - INFO - Epoch [92][300/940] lr: 4.000e-01, eta: 2 days, 12:46:40, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5838, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.1495 2022-02-09 03:19:12,200 - mmaction - INFO - Epoch [92][320/940] lr: 4.000e-01, eta: 2 days, 12:45:54, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.3482, top5_acc: 0.6010, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.1821 2022-02-09 03:19:37,095 - mmaction - INFO - Epoch [92][340/940] lr: 4.000e-01, eta: 2 days, 12:45:08, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.3279, top5_acc: 0.5793, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1521 2022-02-09 03:20:01,866 - mmaction - INFO - Epoch [92][360/940] lr: 4.000e-01, eta: 2 days, 12:44:21, time: 1.239, data_time: 0.058, memory: 9488, top1_acc: 0.3248, top5_acc: 0.5717, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.1603 2022-02-09 03:20:26,924 - mmaction - INFO - Epoch [92][380/940] lr: 4.000e-01, eta: 2 days, 12:43:36, time: 1.252, data_time: 0.054, memory: 9488, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1318 2022-02-09 03:20:52,308 - mmaction - INFO - Epoch [92][400/940] lr: 4.000e-01, eta: 2 days, 12:42:53, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.3262, top5_acc: 0.5779, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1360 2022-02-09 03:21:17,489 - mmaction - INFO - Epoch [92][420/940] lr: 4.000e-01, eta: 2 days, 12:42:08, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5748, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.1341 2022-02-09 03:21:42,704 - mmaction - INFO - Epoch [92][440/940] lr: 4.000e-01, eta: 2 days, 12:41:24, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.3354, top5_acc: 0.5893, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.1458 2022-02-09 03:22:07,777 - mmaction - INFO - Epoch [92][460/940] lr: 4.000e-01, eta: 2 days, 12:40:39, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.3344, top5_acc: 0.5838, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.1576 2022-02-09 03:22:32,906 - mmaction - INFO - Epoch [92][480/940] lr: 4.000e-01, eta: 2 days, 12:39:55, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.3305, top5_acc: 0.5908, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.1224 2022-02-09 03:22:58,173 - mmaction - INFO - Epoch [92][500/940] lr: 4.000e-01, eta: 2 days, 12:39:11, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5834, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.1634 2022-02-09 03:23:23,078 - mmaction - INFO - Epoch [92][520/940] lr: 4.000e-01, eta: 2 days, 12:38:25, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.3404, top5_acc: 0.5824, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.1493 2022-02-09 03:23:48,034 - mmaction - INFO - Epoch [92][540/940] lr: 4.000e-01, eta: 2 days, 12:37:40, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.3164, top5_acc: 0.5678, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1402 2022-02-09 03:24:13,003 - mmaction - INFO - Epoch [92][560/940] lr: 4.000e-01, eta: 2 days, 12:36:55, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5854, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.1382 2022-02-09 03:24:38,149 - mmaction - INFO - Epoch [92][580/940] lr: 4.000e-01, eta: 2 days, 12:36:10, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.3424, top5_acc: 0.5867, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.1187 2022-02-09 03:25:03,167 - mmaction - INFO - Epoch [92][600/940] lr: 4.000e-01, eta: 2 days, 12:35:25, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.3340, top5_acc: 0.5881, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.1446 2022-02-09 03:25:28,735 - mmaction - INFO - Epoch [92][620/940] lr: 4.000e-01, eta: 2 days, 12:34:43, time: 1.279, data_time: 0.076, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5875, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.1645 2022-02-09 03:25:53,903 - mmaction - INFO - Epoch [92][640/940] lr: 4.000e-01, eta: 2 days, 12:33:59, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.3375, top5_acc: 0.5916, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.1568 2022-02-09 03:26:19,215 - mmaction - INFO - Epoch [92][660/940] lr: 4.000e-01, eta: 2 days, 12:33:16, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5717, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.1733 2022-02-09 03:26:44,238 - mmaction - INFO - Epoch [92][680/940] lr: 4.000e-01, eta: 2 days, 12:32:31, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5887, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.1421 2022-02-09 03:27:09,450 - mmaction - INFO - Epoch [92][700/940] lr: 4.000e-01, eta: 2 days, 12:31:47, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.3195, top5_acc: 0.5814, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.1637 2022-02-09 03:27:34,553 - mmaction - INFO - Epoch [92][720/940] lr: 4.000e-01, eta: 2 days, 12:31:03, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5863, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.1689 2022-02-09 03:27:59,879 - mmaction - INFO - Epoch [92][740/940] lr: 4.000e-01, eta: 2 days, 12:30:20, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5777, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1413 2022-02-09 03:28:24,952 - mmaction - INFO - Epoch [92][760/940] lr: 4.000e-01, eta: 2 days, 12:29:35, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5662, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1589 2022-02-09 03:28:50,011 - mmaction - INFO - Epoch [92][780/940] lr: 4.000e-01, eta: 2 days, 12:28:51, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5885, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.1778 2022-02-09 03:29:15,120 - mmaction - INFO - Epoch [92][800/940] lr: 4.000e-01, eta: 2 days, 12:28:06, time: 1.255, data_time: 0.076, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5920, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.1240 2022-02-09 03:29:40,060 - mmaction - INFO - Epoch [92][820/940] lr: 4.000e-01, eta: 2 days, 12:27:21, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.3182, top5_acc: 0.5637, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1537 2022-02-09 03:30:05,295 - mmaction - INFO - Epoch [92][840/940] lr: 4.000e-01, eta: 2 days, 12:26:37, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5809, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1697 2022-02-09 03:30:30,506 - mmaction - INFO - Epoch [92][860/940] lr: 4.000e-01, eta: 2 days, 12:25:54, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.3418, top5_acc: 0.5865, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.1407 2022-02-09 03:30:55,740 - mmaction - INFO - Epoch [92][880/940] lr: 4.000e-01, eta: 2 days, 12:25:10, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.3357, top5_acc: 0.5865, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.1585 2022-02-09 03:31:20,722 - mmaction - INFO - Epoch [92][900/940] lr: 4.000e-01, eta: 2 days, 12:24:26, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5805, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.1524 2022-02-09 03:31:45,883 - mmaction - INFO - Epoch [92][920/940] lr: 4.000e-01, eta: 2 days, 12:23:42, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.3197, top5_acc: 0.5742, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1586 2022-02-09 03:32:09,502 - mmaction - INFO - Epoch [92][940/940] lr: 4.000e-01, eta: 2 days, 12:22:50, time: 1.181, data_time: 0.064, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5818, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.1498 2022-02-09 03:35:04,123 - mmaction - INFO - Epoch [93][20/940] lr: 4.000e-01, eta: 2 days, 12:34:32, time: 8.535, data_time: 6.775, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5861, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.1420 2022-02-09 03:35:27,687 - mmaction - INFO - Epoch [93][40/940] lr: 4.000e-01, eta: 2 days, 12:33:39, time: 1.179, data_time: 0.044, memory: 9488, top1_acc: 0.3393, top5_acc: 0.5850, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.1509 2022-02-09 03:35:51,283 - mmaction - INFO - Epoch [93][60/940] lr: 4.000e-01, eta: 2 days, 12:32:47, time: 1.180, data_time: 0.044, memory: 9488, top1_acc: 0.3395, top5_acc: 0.5875, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.1471 2022-02-09 03:36:15,321 - mmaction - INFO - Epoch [93][80/940] lr: 4.000e-01, eta: 2 days, 12:31:57, time: 1.201, data_time: 0.044, memory: 9488, top1_acc: 0.3260, top5_acc: 0.5703, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1629 2022-02-09 03:36:39,582 - mmaction - INFO - Epoch [93][100/940] lr: 4.000e-01, eta: 2 days, 12:31:08, time: 1.214, data_time: 0.045, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5848, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.1560 2022-02-09 03:37:04,256 - mmaction - INFO - Epoch [93][120/940] lr: 4.000e-01, eta: 2 days, 12:30:21, time: 1.233, data_time: 0.051, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5859, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.1559 2022-02-09 03:37:28,957 - mmaction - INFO - Epoch [93][140/940] lr: 4.000e-01, eta: 2 days, 12:29:35, time: 1.235, data_time: 0.054, memory: 9488, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.1699 2022-02-09 03:37:53,670 - mmaction - INFO - Epoch [93][160/940] lr: 4.000e-01, eta: 2 days, 12:28:48, time: 1.236, data_time: 0.058, memory: 9488, top1_acc: 0.3387, top5_acc: 0.5898, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.1537 2022-02-09 03:38:18,560 - mmaction - INFO - Epoch [93][180/940] lr: 4.000e-01, eta: 2 days, 12:28:03, time: 1.245, data_time: 0.053, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5848, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.1495 2022-02-09 03:38:43,479 - mmaction - INFO - Epoch [93][200/940] lr: 4.000e-01, eta: 2 days, 12:27:18, time: 1.246, data_time: 0.057, memory: 9488, top1_acc: 0.3398, top5_acc: 0.5818, loss_cls: 3.0428, loss: 3.0428, grad_norm: 1.1455 2022-02-09 03:39:08,398 - mmaction - INFO - Epoch [93][220/940] lr: 4.000e-01, eta: 2 days, 12:26:32, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.3199, top5_acc: 0.5678, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1384 2022-02-09 03:39:33,547 - mmaction - INFO - Epoch [93][240/940] lr: 4.000e-01, eta: 2 days, 12:25:48, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5840, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.1743 2022-02-09 03:39:58,665 - mmaction - INFO - Epoch [93][260/940] lr: 4.000e-01, eta: 2 days, 12:25:04, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.3127, top5_acc: 0.5695, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1620 2022-02-09 03:40:23,890 - mmaction - INFO - Epoch [93][280/940] lr: 4.000e-01, eta: 2 days, 12:24:20, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5980, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.1368 2022-02-09 03:40:49,035 - mmaction - INFO - Epoch [93][300/940] lr: 4.000e-01, eta: 2 days, 12:23:36, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.3312, top5_acc: 0.5912, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.1422 2022-02-09 03:41:14,034 - mmaction - INFO - Epoch [93][320/940] lr: 4.000e-01, eta: 2 days, 12:22:51, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.3355, top5_acc: 0.5852, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.1694 2022-02-09 03:41:38,924 - mmaction - INFO - Epoch [93][340/940] lr: 4.000e-01, eta: 2 days, 12:22:06, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.3311, top5_acc: 0.5727, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1676 2022-02-09 03:42:03,835 - mmaction - INFO - Epoch [93][360/940] lr: 4.000e-01, eta: 2 days, 12:21:21, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.3270, top5_acc: 0.5811, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1356 2022-02-09 03:42:28,749 - mmaction - INFO - Epoch [93][380/940] lr: 4.000e-01, eta: 2 days, 12:20:36, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5922, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1540 2022-02-09 03:42:53,888 - mmaction - INFO - Epoch [93][400/940] lr: 4.000e-01, eta: 2 days, 12:19:52, time: 1.256, data_time: 0.058, memory: 9488, top1_acc: 0.3363, top5_acc: 0.5898, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.1594 2022-02-09 03:43:18,950 - mmaction - INFO - Epoch [93][420/940] lr: 4.000e-01, eta: 2 days, 12:19:08, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5848, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.1516 2022-02-09 03:43:44,059 - mmaction - INFO - Epoch [93][440/940] lr: 4.000e-01, eta: 2 days, 12:18:24, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5941, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.1677 2022-02-09 03:44:09,168 - mmaction - INFO - Epoch [93][460/940] lr: 4.000e-01, eta: 2 days, 12:17:39, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.3264, top5_acc: 0.5752, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.1584 2022-02-09 03:44:33,960 - mmaction - INFO - Epoch [93][480/940] lr: 4.000e-01, eta: 2 days, 12:16:54, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5920, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.1353 2022-02-09 03:44:59,099 - mmaction - INFO - Epoch [93][500/940] lr: 4.000e-01, eta: 2 days, 12:16:10, time: 1.257, data_time: 0.054, memory: 9488, top1_acc: 0.3398, top5_acc: 0.5818, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.1718 2022-02-09 03:45:24,247 - mmaction - INFO - Epoch [93][520/940] lr: 4.000e-01, eta: 2 days, 12:15:26, time: 1.257, data_time: 0.054, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5707, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.1681 2022-02-09 03:45:49,045 - mmaction - INFO - Epoch [93][540/940] lr: 4.000e-01, eta: 2 days, 12:14:41, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5736, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1340 2022-02-09 03:46:14,429 - mmaction - INFO - Epoch [93][560/940] lr: 4.000e-01, eta: 2 days, 12:13:58, time: 1.269, data_time: 0.061, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5854, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.1465 2022-02-09 03:46:39,629 - mmaction - INFO - Epoch [93][580/940] lr: 4.000e-01, eta: 2 days, 12:13:15, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5883, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1710 2022-02-09 03:47:04,991 - mmaction - INFO - Epoch [93][600/940] lr: 4.000e-01, eta: 2 days, 12:12:32, time: 1.268, data_time: 0.067, memory: 9488, top1_acc: 0.3184, top5_acc: 0.5775, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1624 2022-02-09 03:47:30,030 - mmaction - INFO - Epoch [93][620/940] lr: 4.000e-01, eta: 2 days, 12:11:48, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.3346, top5_acc: 0.5818, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.1513 2022-02-09 03:47:55,050 - mmaction - INFO - Epoch [93][640/940] lr: 4.000e-01, eta: 2 days, 12:11:04, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.3230, top5_acc: 0.5723, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.1611 2022-02-09 03:48:20,503 - mmaction - INFO - Epoch [93][660/940] lr: 4.000e-01, eta: 2 days, 12:10:22, time: 1.273, data_time: 0.071, memory: 9488, top1_acc: 0.3283, top5_acc: 0.5775, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.1646 2022-02-09 03:48:45,796 - mmaction - INFO - Epoch [93][680/940] lr: 4.000e-01, eta: 2 days, 12:09:39, time: 1.264, data_time: 0.058, memory: 9488, top1_acc: 0.3410, top5_acc: 0.5887, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.1404 2022-02-09 03:49:11,057 - mmaction - INFO - Epoch [93][700/940] lr: 4.000e-01, eta: 2 days, 12:08:56, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5777, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.1613 2022-02-09 03:49:36,404 - mmaction - INFO - Epoch [93][720/940] lr: 4.000e-01, eta: 2 days, 12:08:13, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5896, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.1339 2022-02-09 03:50:01,689 - mmaction - INFO - Epoch [93][740/940] lr: 4.000e-01, eta: 2 days, 12:07:30, time: 1.264, data_time: 0.062, memory: 9488, top1_acc: 0.3338, top5_acc: 0.5885, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.1654 2022-02-09 03:50:27,002 - mmaction - INFO - Epoch [93][760/940] lr: 4.000e-01, eta: 2 days, 12:06:48, time: 1.266, data_time: 0.056, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5719, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1389 2022-02-09 03:50:52,185 - mmaction - INFO - Epoch [93][780/940] lr: 4.000e-01, eta: 2 days, 12:06:05, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.3369, top5_acc: 0.5834, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.1522 2022-02-09 03:51:17,598 - mmaction - INFO - Epoch [93][800/940] lr: 4.000e-01, eta: 2 days, 12:05:22, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.3193, top5_acc: 0.5742, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.1509 2022-02-09 03:51:42,811 - mmaction - INFO - Epoch [93][820/940] lr: 4.000e-01, eta: 2 days, 12:04:39, time: 1.261, data_time: 0.060, memory: 9488, top1_acc: 0.3320, top5_acc: 0.5848, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.1678 2022-02-09 03:52:08,208 - mmaction - INFO - Epoch [93][840/940] lr: 4.000e-01, eta: 2 days, 12:03:57, time: 1.270, data_time: 0.061, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5844, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.1468 2022-02-09 03:52:33,662 - mmaction - INFO - Epoch [93][860/940] lr: 4.000e-01, eta: 2 days, 12:03:15, time: 1.273, data_time: 0.080, memory: 9488, top1_acc: 0.3258, top5_acc: 0.5787, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1497 2022-02-09 03:52:58,926 - mmaction - INFO - Epoch [93][880/940] lr: 4.000e-01, eta: 2 days, 12:02:33, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.3229, top5_acc: 0.5797, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1531 2022-02-09 03:53:24,237 - mmaction - INFO - Epoch [93][900/940] lr: 4.000e-01, eta: 2 days, 12:01:50, time: 1.266, data_time: 0.059, memory: 9488, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.1187 2022-02-09 03:53:49,329 - mmaction - INFO - Epoch [93][920/940] lr: 4.000e-01, eta: 2 days, 12:01:06, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.3385, top5_acc: 0.5855, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.1350 2022-02-09 03:54:13,279 - mmaction - INFO - Epoch [93][940/940] lr: 4.000e-01, eta: 2 days, 12:00:17, time: 1.198, data_time: 0.060, memory: 9488, top1_acc: 0.3324, top5_acc: 0.5887, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.1422 2022-02-09 03:56:51,334 - mmaction - INFO - Epoch [94][20/940] lr: 4.000e-01, eta: 2 days, 12:10:18, time: 7.781, data_time: 5.805, memory: 9488, top1_acc: 0.3400, top5_acc: 0.5912, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.1539 2022-02-09 03:57:14,780 - mmaction - INFO - Epoch [94][40/940] lr: 4.000e-01, eta: 2 days, 12:09:26, time: 1.173, data_time: 0.045, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5996, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.1624 2022-02-09 03:57:38,467 - mmaction - INFO - Epoch [94][60/940] lr: 4.000e-01, eta: 2 days, 12:08:35, time: 1.184, data_time: 0.048, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5857, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.1520 2022-02-09 03:58:02,468 - mmaction - INFO - Epoch [94][80/940] lr: 4.000e-01, eta: 2 days, 12:07:46, time: 1.201, data_time: 0.051, memory: 9488, top1_acc: 0.3334, top5_acc: 0.6006, loss_cls: 2.9967, loss: 2.9967, grad_norm: 1.1637 2022-02-09 03:58:26,943 - mmaction - INFO - Epoch [94][100/940] lr: 4.000e-01, eta: 2 days, 12:06:59, time: 1.223, data_time: 0.049, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5840, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.1739 2022-02-09 03:58:51,546 - mmaction - INFO - Epoch [94][120/940] lr: 4.000e-01, eta: 2 days, 12:06:12, time: 1.230, data_time: 0.055, memory: 9488, top1_acc: 0.3277, top5_acc: 0.5971, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.1731 2022-02-09 03:59:16,328 - mmaction - INFO - Epoch [94][140/940] lr: 4.000e-01, eta: 2 days, 12:05:27, time: 1.239, data_time: 0.054, memory: 9488, top1_acc: 0.3365, top5_acc: 0.5822, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.1649 2022-02-09 03:59:40,963 - mmaction - INFO - Epoch [94][160/940] lr: 4.000e-01, eta: 2 days, 12:04:41, time: 1.232, data_time: 0.057, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5832, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.1553 2022-02-09 04:00:05,962 - mmaction - INFO - Epoch [94][180/940] lr: 4.000e-01, eta: 2 days, 12:03:57, time: 1.250, data_time: 0.057, memory: 9488, top1_acc: 0.3318, top5_acc: 0.5934, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.1631 2022-02-09 04:00:31,262 - mmaction - INFO - Epoch [94][200/940] lr: 4.000e-01, eta: 2 days, 12:03:14, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.3352, top5_acc: 0.5982, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.1307 2022-02-09 04:00:56,191 - mmaction - INFO - Epoch [94][220/940] lr: 4.000e-01, eta: 2 days, 12:02:29, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.3398, top5_acc: 0.5811, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.1344 2022-02-09 04:01:21,223 - mmaction - INFO - Epoch [94][240/940] lr: 4.000e-01, eta: 2 days, 12:01:45, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.3436, top5_acc: 0.5844, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.1395 2022-02-09 04:01:46,044 - mmaction - INFO - Epoch [94][260/940] lr: 4.000e-01, eta: 2 days, 12:01:00, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.3342, top5_acc: 0.5930, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.1589 2022-02-09 04:02:10,746 - mmaction - INFO - Epoch [94][280/940] lr: 4.000e-01, eta: 2 days, 12:00:15, time: 1.235, data_time: 0.067, memory: 9488, top1_acc: 0.3383, top5_acc: 0.5889, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1661 2022-02-09 04:02:35,790 - mmaction - INFO - Epoch [94][300/940] lr: 4.000e-01, eta: 2 days, 11:59:31, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.3334, top5_acc: 0.5781, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1436 2022-02-09 04:03:00,773 - mmaction - INFO - Epoch [94][320/940] lr: 4.000e-01, eta: 2 days, 11:58:47, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.3414, top5_acc: 0.5850, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1644 2022-02-09 04:03:25,577 - mmaction - INFO - Epoch [94][340/940] lr: 4.000e-01, eta: 2 days, 11:58:02, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.3301, top5_acc: 0.5732, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.1635 2022-02-09 04:03:50,570 - mmaction - INFO - Epoch [94][360/940] lr: 4.000e-01, eta: 2 days, 11:57:18, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.3273, top5_acc: 0.5850, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1582 2022-02-09 04:04:15,426 - mmaction - INFO - Epoch [94][380/940] lr: 4.000e-01, eta: 2 days, 11:56:33, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5854, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1867 2022-02-09 04:04:40,677 - mmaction - INFO - Epoch [94][400/940] lr: 4.000e-01, eta: 2 days, 11:55:50, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.3418, top5_acc: 0.5859, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.1555 2022-02-09 04:05:05,847 - mmaction - INFO - Epoch [94][420/940] lr: 4.000e-01, eta: 2 days, 11:55:07, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.3254, top5_acc: 0.5766, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1403 2022-02-09 04:05:30,959 - mmaction - INFO - Epoch [94][440/940] lr: 4.000e-01, eta: 2 days, 11:54:24, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.3131, top5_acc: 0.5791, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.1531 2022-02-09 04:05:56,090 - mmaction - INFO - Epoch [94][460/940] lr: 4.000e-01, eta: 2 days, 11:53:40, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.3285, top5_acc: 0.5766, loss_cls: 3.1084, loss: 3.1084, grad_norm: 1.1345 2022-02-09 04:06:21,353 - mmaction - INFO - Epoch [94][480/940] lr: 4.000e-01, eta: 2 days, 11:52:58, time: 1.263, data_time: 0.077, memory: 9488, top1_acc: 0.3299, top5_acc: 0.5707, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1494 2022-02-09 04:06:46,290 - mmaction - INFO - Epoch [94][500/940] lr: 4.000e-01, eta: 2 days, 11:52:14, time: 1.247, data_time: 0.078, memory: 9488, top1_acc: 0.3379, top5_acc: 0.5914, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.1614 2022-02-09 04:07:11,641 - mmaction - INFO - Epoch [94][520/940] lr: 4.000e-01, eta: 2 days, 11:51:31, time: 1.268, data_time: 0.065, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5814, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1517 2022-02-09 04:07:36,653 - mmaction - INFO - Epoch [94][540/940] lr: 4.000e-01, eta: 2 days, 11:50:48, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.3326, top5_acc: 0.5838, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.1595 2022-02-09 04:08:01,790 - mmaction - INFO - Epoch [94][560/940] lr: 4.000e-01, eta: 2 days, 11:50:05, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.3303, top5_acc: 0.5855, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.1600 2022-02-09 04:08:26,952 - mmaction - INFO - Epoch [94][580/940] lr: 4.000e-01, eta: 2 days, 11:49:22, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.3291, top5_acc: 0.5949, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.1289 2022-02-09 04:08:51,975 - mmaction - INFO - Epoch [94][600/940] lr: 4.000e-01, eta: 2 days, 11:48:38, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.3271, top5_acc: 0.5869, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1669 2022-02-09 04:09:16,889 - mmaction - INFO - Epoch [94][620/940] lr: 4.000e-01, eta: 2 days, 11:47:54, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.3221, top5_acc: 0.5748, loss_cls: 3.1242, loss: 3.1242, grad_norm: 1.1365 2022-02-09 04:09:41,952 - mmaction - INFO - Epoch [94][640/940] lr: 4.000e-01, eta: 2 days, 11:47:10, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.3295, top5_acc: 0.5809, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.1341 2022-02-09 04:10:07,060 - mmaction - INFO - Epoch [94][660/940] lr: 4.000e-01, eta: 2 days, 11:46:27, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.3275, top5_acc: 0.5852, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1581 2022-02-09 04:10:31,857 - mmaction - INFO - Epoch [94][680/940] lr: 4.000e-01, eta: 2 days, 11:45:43, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.3234, top5_acc: 0.5846, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.1629 2022-02-09 04:10:56,810 - mmaction - INFO - Epoch [94][700/940] lr: 4.000e-01, eta: 2 days, 11:44:59, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.3287, top5_acc: 0.5863, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.1559 2022-02-09 04:11:22,316 - mmaction - INFO - Epoch [94][720/940] lr: 4.000e-01, eta: 2 days, 11:44:17, time: 1.275, data_time: 0.075, memory: 9488, top1_acc: 0.3252, top5_acc: 0.5787, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1552 2022-02-09 04:11:47,227 - mmaction - INFO - Epoch [94][740/940] lr: 4.000e-01, eta: 2 days, 11:43:33, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1539 2022-02-09 04:12:11,933 - mmaction - INFO - Epoch [94][760/940] lr: 4.000e-01, eta: 2 days, 11:42:49, time: 1.235, data_time: 0.055, memory: 9488, top1_acc: 0.3309, top5_acc: 0.5840, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.1378 2022-02-09 04:12:36,631 - mmaction - INFO - Epoch [94][780/940] lr: 4.000e-01, eta: 2 days, 11:42:04, time: 1.235, data_time: 0.067, memory: 9488, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.1538 2022-02-09 04:13:01,746 - mmaction - INFO - Epoch [94][800/940] lr: 4.000e-01, eta: 2 days, 11:41:21, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5824, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.1753 2022-02-09 04:13:26,652 - mmaction - INFO - Epoch [94][820/940] lr: 4.000e-01, eta: 2 days, 11:40:37, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5791, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1430 2022-02-09 04:13:51,473 - mmaction - INFO - Epoch [94][840/940] lr: 4.000e-01, eta: 2 days, 11:39:52, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.3215, top5_acc: 0.5779, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1595 2022-02-09 04:14:16,393 - mmaction - INFO - Epoch [94][860/940] lr: 4.000e-01, eta: 2 days, 11:39:08, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.3223, top5_acc: 0.5814, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1517 2022-02-09 04:14:41,025 - mmaction - INFO - Epoch [94][880/940] lr: 4.000e-01, eta: 2 days, 11:38:23, time: 1.232, data_time: 0.060, memory: 9488, top1_acc: 0.3205, top5_acc: 0.5754, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1453 2022-02-09 04:15:05,776 - mmaction - INFO - Epoch [94][900/940] lr: 4.000e-01, eta: 2 days, 11:37:39, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.3293, top5_acc: 0.5918, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.1521 2022-02-09 04:15:30,373 - mmaction - INFO - Epoch [94][920/940] lr: 4.000e-01, eta: 2 days, 11:36:53, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.3371, top5_acc: 0.5840, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.1416 2022-02-09 04:15:54,093 - mmaction - INFO - Epoch [94][940/940] lr: 4.000e-01, eta: 2 days, 11:36:04, time: 1.187, data_time: 0.059, memory: 9488, top1_acc: 0.3214, top5_acc: 0.5785, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.1635 2022-02-09 04:18:32,285 - mmaction - INFO - Epoch [95][20/940] lr: 4.000e-02, eta: 2 days, 11:45:41, time: 7.767, data_time: 6.289, memory: 9488, top1_acc: 0.3547, top5_acc: 0.6084, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.1092 2022-02-09 04:18:55,713 - mmaction - INFO - Epoch [95][40/940] lr: 4.000e-02, eta: 2 days, 11:44:50, time: 1.172, data_time: 0.051, memory: 9488, top1_acc: 0.3932, top5_acc: 0.6395, loss_cls: 2.7802, loss: 2.7802, grad_norm: 1.0545 2022-02-09 04:19:19,491 - mmaction - INFO - Epoch [95][60/940] lr: 4.000e-02, eta: 2 days, 11:44:00, time: 1.188, data_time: 0.044, memory: 9488, top1_acc: 0.3973, top5_acc: 0.6451, loss_cls: 2.7311, loss: 2.7311, grad_norm: 1.0422 2022-02-09 04:19:43,444 - mmaction - INFO - Epoch [95][80/940] lr: 4.000e-02, eta: 2 days, 11:43:12, time: 1.198, data_time: 0.050, memory: 9488, top1_acc: 0.4135, top5_acc: 0.6547, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.0646 2022-02-09 04:20:07,918 - mmaction - INFO - Epoch [95][100/940] lr: 4.000e-02, eta: 2 days, 11:42:26, time: 1.224, data_time: 0.056, memory: 9488, top1_acc: 0.3945, top5_acc: 0.6604, loss_cls: 2.6729, loss: 2.6729, grad_norm: 1.0905 2022-02-09 04:20:32,577 - mmaction - INFO - Epoch [95][120/940] lr: 4.000e-02, eta: 2 days, 11:41:40, time: 1.233, data_time: 0.056, memory: 9488, top1_acc: 0.4096, top5_acc: 0.6607, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.0898 2022-02-09 04:20:57,378 - mmaction - INFO - Epoch [95][140/940] lr: 4.000e-02, eta: 2 days, 11:40:56, time: 1.240, data_time: 0.057, memory: 9488, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5939, loss: 2.5939, grad_norm: 1.0955 2022-02-09 04:21:22,383 - mmaction - INFO - Epoch [95][160/940] lr: 4.000e-02, eta: 2 days, 11:40:12, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.4295, top5_acc: 0.6787, loss_cls: 2.5614, loss: 2.5614, grad_norm: 1.0823 2022-02-09 04:21:47,115 - mmaction - INFO - Epoch [95][180/940] lr: 4.000e-02, eta: 2 days, 11:39:27, time: 1.237, data_time: 0.057, memory: 9488, top1_acc: 0.4287, top5_acc: 0.6725, loss_cls: 2.5356, loss: 2.5356, grad_norm: 1.1008 2022-02-09 04:22:12,018 - mmaction - INFO - Epoch [95][200/940] lr: 4.000e-02, eta: 2 days, 11:38:43, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.4297, top5_acc: 0.6803, loss_cls: 2.5647, loss: 2.5647, grad_norm: 1.1253 2022-02-09 04:22:36,631 - mmaction - INFO - Epoch [95][220/940] lr: 4.000e-02, eta: 2 days, 11:37:58, time: 1.231, data_time: 0.065, memory: 9488, top1_acc: 0.4352, top5_acc: 0.6793, loss_cls: 2.5505, loss: 2.5505, grad_norm: 1.1317 2022-02-09 04:23:01,465 - mmaction - INFO - Epoch [95][240/940] lr: 4.000e-02, eta: 2 days, 11:37:14, time: 1.242, data_time: 0.066, memory: 9488, top1_acc: 0.4289, top5_acc: 0.6846, loss_cls: 2.5311, loss: 2.5311, grad_norm: 1.1183 2022-02-09 04:23:26,435 - mmaction - INFO - Epoch [95][260/940] lr: 4.000e-02, eta: 2 days, 11:36:30, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.4361, top5_acc: 0.6813, loss_cls: 2.5027, loss: 2.5027, grad_norm: 1.1427 2022-02-09 04:23:51,275 - mmaction - INFO - Epoch [95][280/940] lr: 4.000e-02, eta: 2 days, 11:35:46, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.4238, top5_acc: 0.6781, loss_cls: 2.5415, loss: 2.5415, grad_norm: 1.1458 2022-02-09 04:24:16,186 - mmaction - INFO - Epoch [95][300/940] lr: 4.000e-02, eta: 2 days, 11:35:02, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.4287, top5_acc: 0.6752, loss_cls: 2.5446, loss: 2.5446, grad_norm: 1.1549 2022-02-09 04:24:41,302 - mmaction - INFO - Epoch [95][320/940] lr: 4.000e-02, eta: 2 days, 11:34:19, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.4287, top5_acc: 0.6760, loss_cls: 2.5155, loss: 2.5155, grad_norm: 1.1366 2022-02-09 04:25:06,410 - mmaction - INFO - Epoch [95][340/940] lr: 4.000e-02, eta: 2 days, 11:33:36, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.4322, top5_acc: 0.6746, loss_cls: 2.5287, loss: 2.5287, grad_norm: 1.1414 2022-02-09 04:25:31,373 - mmaction - INFO - Epoch [95][360/940] lr: 4.000e-02, eta: 2 days, 11:32:53, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.4297, top5_acc: 0.6865, loss_cls: 2.4931, loss: 2.4931, grad_norm: 1.1502 2022-02-09 04:25:56,122 - mmaction - INFO - Epoch [95][380/940] lr: 4.000e-02, eta: 2 days, 11:32:08, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.4322, top5_acc: 0.6795, loss_cls: 2.5106, loss: 2.5106, grad_norm: 1.1727 2022-02-09 04:26:21,472 - mmaction - INFO - Epoch [95][400/940] lr: 4.000e-02, eta: 2 days, 11:31:26, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.4330, top5_acc: 0.6832, loss_cls: 2.4786, loss: 2.4786, grad_norm: 1.1742 2022-02-09 04:26:46,338 - mmaction - INFO - Epoch [95][420/940] lr: 4.000e-02, eta: 2 days, 11:30:42, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.4379, top5_acc: 0.6934, loss_cls: 2.4552, loss: 2.4552, grad_norm: 1.1626 2022-02-09 04:27:11,505 - mmaction - INFO - Epoch [95][440/940] lr: 4.000e-02, eta: 2 days, 11:30:00, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.4389, top5_acc: 0.6928, loss_cls: 2.4792, loss: 2.4792, grad_norm: 1.1730 2022-02-09 04:27:36,735 - mmaction - INFO - Epoch [95][460/940] lr: 4.000e-02, eta: 2 days, 11:29:18, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.4346, top5_acc: 0.6785, loss_cls: 2.5112, loss: 2.5112, grad_norm: 1.2064 2022-02-09 04:28:01,679 - mmaction - INFO - Epoch [95][480/940] lr: 4.000e-02, eta: 2 days, 11:28:34, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.4439, top5_acc: 0.6943, loss_cls: 2.4816, loss: 2.4816, grad_norm: 1.1987 2022-02-09 04:28:26,877 - mmaction - INFO - Epoch [95][500/940] lr: 4.000e-02, eta: 2 days, 11:27:52, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.4363, top5_acc: 0.6787, loss_cls: 2.5097, loss: 2.5097, grad_norm: 1.1968 2022-02-09 04:28:51,836 - mmaction - INFO - Epoch [95][520/940] lr: 4.000e-02, eta: 2 days, 11:27:08, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.4404, top5_acc: 0.6848, loss_cls: 2.4686, loss: 2.4686, grad_norm: 1.1915 2022-02-09 04:29:16,940 - mmaction - INFO - Epoch [95][540/940] lr: 4.000e-02, eta: 2 days, 11:26:26, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.4434, top5_acc: 0.6830, loss_cls: 2.4821, loss: 2.4821, grad_norm: 1.1917 2022-02-09 04:29:41,961 - mmaction - INFO - Epoch [95][560/940] lr: 4.000e-02, eta: 2 days, 11:25:43, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.5115, loss: 2.5115, grad_norm: 1.2181 2022-02-09 04:30:07,029 - mmaction - INFO - Epoch [95][580/940] lr: 4.000e-02, eta: 2 days, 11:25:00, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.4357, top5_acc: 0.6918, loss_cls: 2.4814, loss: 2.4814, grad_norm: 1.2039 2022-02-09 04:30:32,177 - mmaction - INFO - Epoch [95][600/940] lr: 4.000e-02, eta: 2 days, 11:24:17, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.4381, top5_acc: 0.6881, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.2075 2022-02-09 04:30:57,112 - mmaction - INFO - Epoch [95][620/940] lr: 4.000e-02, eta: 2 days, 11:23:34, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.4398, top5_acc: 0.6928, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.2042 2022-02-09 04:31:22,199 - mmaction - INFO - Epoch [95][640/940] lr: 4.000e-02, eta: 2 days, 11:22:51, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.4512, top5_acc: 0.6965, loss_cls: 2.4502, loss: 2.4502, grad_norm: 1.2197 2022-02-09 04:31:47,156 - mmaction - INFO - Epoch [95][660/940] lr: 4.000e-02, eta: 2 days, 11:22:08, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.4463, top5_acc: 0.7020, loss_cls: 2.3970, loss: 2.3970, grad_norm: 1.2307 2022-02-09 04:32:12,306 - mmaction - INFO - Epoch [95][680/940] lr: 4.000e-02, eta: 2 days, 11:21:26, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.4406, top5_acc: 0.6834, loss_cls: 2.4758, loss: 2.4758, grad_norm: 1.2327 2022-02-09 04:32:37,205 - mmaction - INFO - Epoch [95][700/940] lr: 4.000e-02, eta: 2 days, 11:20:42, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.4525, top5_acc: 0.6967, loss_cls: 2.4071, loss: 2.4071, grad_norm: 1.2200 2022-02-09 04:33:02,120 - mmaction - INFO - Epoch [95][720/940] lr: 4.000e-02, eta: 2 days, 11:19:59, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.4406, top5_acc: 0.6863, loss_cls: 2.4585, loss: 2.4585, grad_norm: 1.2348 2022-02-09 04:33:27,014 - mmaction - INFO - Epoch [95][740/940] lr: 4.000e-02, eta: 2 days, 11:19:16, time: 1.245, data_time: 0.070, memory: 9488, top1_acc: 0.4385, top5_acc: 0.6930, loss_cls: 2.4744, loss: 2.4744, grad_norm: 1.2536 2022-02-09 04:33:52,052 - mmaction - INFO - Epoch [95][760/940] lr: 4.000e-02, eta: 2 days, 11:18:33, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.4441, top5_acc: 0.6877, loss_cls: 2.4704, loss: 2.4704, grad_norm: 1.2676 2022-02-09 04:34:17,015 - mmaction - INFO - Epoch [95][780/940] lr: 4.000e-02, eta: 2 days, 11:17:50, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.4518, top5_acc: 0.7031, loss_cls: 2.4033, loss: 2.4033, grad_norm: 1.2378 2022-02-09 04:34:41,763 - mmaction - INFO - Epoch [95][800/940] lr: 4.000e-02, eta: 2 days, 11:17:06, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.4420, top5_acc: 0.6932, loss_cls: 2.4626, loss: 2.4626, grad_norm: 1.2713 2022-02-09 04:35:06,780 - mmaction - INFO - Epoch [95][820/940] lr: 4.000e-02, eta: 2 days, 11:16:23, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.4434, top5_acc: 0.6904, loss_cls: 2.4500, loss: 2.4500, grad_norm: 1.2518 2022-02-09 04:35:31,624 - mmaction - INFO - Epoch [95][840/940] lr: 4.000e-02, eta: 2 days, 11:15:39, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.4580, top5_acc: 0.7020, loss_cls: 2.3912, loss: 2.3912, grad_norm: 1.2292 2022-02-09 04:35:56,666 - mmaction - INFO - Epoch [95][860/940] lr: 4.000e-02, eta: 2 days, 11:14:57, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.4543, top5_acc: 0.6936, loss_cls: 2.4087, loss: 2.4087, grad_norm: 1.2534 2022-02-09 04:36:21,652 - mmaction - INFO - Epoch [95][880/940] lr: 4.000e-02, eta: 2 days, 11:14:14, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.4344, top5_acc: 0.6850, loss_cls: 2.4941, loss: 2.4941, grad_norm: 1.2471 2022-02-09 04:36:46,765 - mmaction - INFO - Epoch [95][900/940] lr: 4.000e-02, eta: 2 days, 11:13:32, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.4395, top5_acc: 0.6816, loss_cls: 2.4880, loss: 2.4880, grad_norm: 1.2601 2022-02-09 04:37:11,700 - mmaction - INFO - Epoch [95][920/940] lr: 4.000e-02, eta: 2 days, 11:12:49, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.4609, top5_acc: 0.6998, loss_cls: 2.4085, loss: 2.4085, grad_norm: 1.2651 2022-02-09 04:37:35,350 - mmaction - INFO - Epoch [95][940/940] lr: 4.000e-02, eta: 2 days, 11:12:00, time: 1.183, data_time: 0.064, memory: 9488, top1_acc: 0.4671, top5_acc: 0.7163, loss_cls: 2.3441, loss: 2.3441, grad_norm: 1.2507 2022-02-09 04:37:39,484 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 04:37:39,493 - mmaction - INFO - 110 BN found 2022-02-09 04:41:36,660 - mmaction - INFO - BN stats updated 2022-02-09 04:41:38,665 - mmaction - INFO - Saving checkpoint at 95 epochs 2022-02-09 04:44:16,760 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 04:44:17,868 - mmaction - INFO - top1_acc 0.5314 top5_acc 0.7842 2022-02-09 04:44:17,890 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 04:44:17,986 - mmaction - INFO - mean_acc 0.5313 2022-02-09 04:44:17,988 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_90.pth was removed 2022-02-09 04:44:19,894 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_95.pth. 2022-02-09 04:44:19,895 - mmaction - INFO - Best top1_acc is 0.5314 at 95 epoch. 2022-02-09 04:44:19,903 - mmaction - INFO - Epoch(val) [95][78] top1_acc: 0.5314, top5_acc: 0.7842, mean_class_accuracy: 0.5313 2022-02-09 04:46:35,733 - mmaction - INFO - Epoch [96][20/940] lr: 4.000e-02, eta: 2 days, 11:19:46, time: 6.790, data_time: 5.421, memory: 9488, top1_acc: 0.4703, top5_acc: 0.7107, loss_cls: 2.3424, loss: 2.3424, grad_norm: 1.2638 2022-02-09 04:46:59,127 - mmaction - INFO - Epoch [96][40/940] lr: 4.000e-02, eta: 2 days, 11:18:56, time: 1.170, data_time: 0.047, memory: 9488, top1_acc: 0.4504, top5_acc: 0.6996, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.2705 2022-02-09 04:47:22,579 - mmaction - INFO - Epoch [96][60/940] lr: 4.000e-02, eta: 2 days, 11:18:06, time: 1.172, data_time: 0.045, memory: 9488, top1_acc: 0.4484, top5_acc: 0.6998, loss_cls: 2.4110, loss: 2.4110, grad_norm: 1.3025 2022-02-09 04:47:46,385 - mmaction - INFO - Epoch [96][80/940] lr: 4.000e-02, eta: 2 days, 11:17:17, time: 1.190, data_time: 0.049, memory: 9488, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.4030, loss: 2.4030, grad_norm: 1.2831 2022-02-09 04:48:10,162 - mmaction - INFO - Epoch [96][100/940] lr: 4.000e-02, eta: 2 days, 11:16:29, time: 1.189, data_time: 0.049, memory: 9488, top1_acc: 0.4514, top5_acc: 0.7027, loss_cls: 2.3927, loss: 2.3927, grad_norm: 1.2839 2022-02-09 04:48:34,311 - mmaction - INFO - Epoch [96][120/940] lr: 4.000e-02, eta: 2 days, 11:15:42, time: 1.207, data_time: 0.050, memory: 9488, top1_acc: 0.4652, top5_acc: 0.7053, loss_cls: 2.3427, loss: 2.3427, grad_norm: 1.2745 2022-02-09 04:48:58,485 - mmaction - INFO - Epoch [96][140/940] lr: 4.000e-02, eta: 2 days, 11:14:55, time: 1.208, data_time: 0.050, memory: 9488, top1_acc: 0.4475, top5_acc: 0.6873, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.2993 2022-02-09 04:49:23,041 - mmaction - INFO - Epoch [96][160/940] lr: 4.000e-02, eta: 2 days, 11:14:10, time: 1.228, data_time: 0.055, memory: 9488, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3656, loss: 2.3656, grad_norm: 1.2981 2022-02-09 04:49:47,752 - mmaction - INFO - Epoch [96][180/940] lr: 4.000e-02, eta: 2 days, 11:13:26, time: 1.236, data_time: 0.060, memory: 9488, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4188, loss: 2.4188, grad_norm: 1.3219 2022-02-09 04:50:12,636 - mmaction - INFO - Epoch [96][200/940] lr: 4.000e-02, eta: 2 days, 11:12:42, time: 1.244, data_time: 0.054, memory: 9488, top1_acc: 0.4729, top5_acc: 0.7178, loss_cls: 2.3273, loss: 2.3273, grad_norm: 1.2914 2022-02-09 04:50:37,712 - mmaction - INFO - Epoch [96][220/940] lr: 4.000e-02, eta: 2 days, 11:12:00, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3649, loss: 2.3649, grad_norm: 1.3206 2022-02-09 04:51:02,730 - mmaction - INFO - Epoch [96][240/940] lr: 4.000e-02, eta: 2 days, 11:11:17, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.4582, top5_acc: 0.7027, loss_cls: 2.3967, loss: 2.3967, grad_norm: 1.3213 2022-02-09 04:51:27,948 - mmaction - INFO - Epoch [96][260/940] lr: 4.000e-02, eta: 2 days, 11:10:35, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.4566, top5_acc: 0.7035, loss_cls: 2.3599, loss: 2.3599, grad_norm: 1.3013 2022-02-09 04:51:52,758 - mmaction - INFO - Epoch [96][280/940] lr: 4.000e-02, eta: 2 days, 11:09:52, time: 1.240, data_time: 0.072, memory: 9488, top1_acc: 0.4529, top5_acc: 0.6932, loss_cls: 2.3921, loss: 2.3921, grad_norm: 1.3231 2022-02-09 04:52:18,085 - mmaction - INFO - Epoch [96][300/940] lr: 4.000e-02, eta: 2 days, 11:09:10, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.4523, top5_acc: 0.6980, loss_cls: 2.4191, loss: 2.4191, grad_norm: 1.3274 2022-02-09 04:52:42,909 - mmaction - INFO - Epoch [96][320/940] lr: 4.000e-02, eta: 2 days, 11:08:27, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.4643, top5_acc: 0.7049, loss_cls: 2.3731, loss: 2.3731, grad_norm: 1.3094 2022-02-09 04:53:08,071 - mmaction - INFO - Epoch [96][340/940] lr: 4.000e-02, eta: 2 days, 11:07:45, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.4561, top5_acc: 0.6986, loss_cls: 2.3961, loss: 2.3961, grad_norm: 1.3172 2022-02-09 04:53:33,270 - mmaction - INFO - Epoch [96][360/940] lr: 4.000e-02, eta: 2 days, 11:07:03, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.4637, top5_acc: 0.7057, loss_cls: 2.3644, loss: 2.3644, grad_norm: 1.3361 2022-02-09 04:53:58,434 - mmaction - INFO - Epoch [96][380/940] lr: 4.000e-02, eta: 2 days, 11:06:21, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.4605, top5_acc: 0.6994, loss_cls: 2.3715, loss: 2.3715, grad_norm: 1.3335 2022-02-09 04:54:23,498 - mmaction - INFO - Epoch [96][400/940] lr: 4.000e-02, eta: 2 days, 11:05:39, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.4613, top5_acc: 0.6930, loss_cls: 2.3889, loss: 2.3889, grad_norm: 1.3256 2022-02-09 04:54:48,453 - mmaction - INFO - Epoch [96][420/940] lr: 4.000e-02, eta: 2 days, 11:04:56, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.4510, top5_acc: 0.6998, loss_cls: 2.4133, loss: 2.4133, grad_norm: 1.3510 2022-02-09 04:55:13,842 - mmaction - INFO - Epoch [96][440/940] lr: 4.000e-02, eta: 2 days, 11:04:15, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.4646, top5_acc: 0.7123, loss_cls: 2.3478, loss: 2.3478, grad_norm: 1.3242 2022-02-09 04:55:38,770 - mmaction - INFO - Epoch [96][460/940] lr: 4.000e-02, eta: 2 days, 11:03:32, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.4623, top5_acc: 0.7076, loss_cls: 2.3749, loss: 2.3749, grad_norm: 1.3529 2022-02-09 04:56:03,499 - mmaction - INFO - Epoch [96][480/940] lr: 4.000e-02, eta: 2 days, 11:02:48, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.4525, top5_acc: 0.6984, loss_cls: 2.3959, loss: 2.3959, grad_norm: 1.3580 2022-02-09 04:56:28,685 - mmaction - INFO - Epoch [96][500/940] lr: 4.000e-02, eta: 2 days, 11:02:07, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.4701, top5_acc: 0.7146, loss_cls: 2.3301, loss: 2.3301, grad_norm: 1.3317 2022-02-09 04:56:54,037 - mmaction - INFO - Epoch [96][520/940] lr: 4.000e-02, eta: 2 days, 11:01:26, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3680, loss: 2.3680, grad_norm: 1.3416 2022-02-09 04:57:18,716 - mmaction - INFO - Epoch [96][540/940] lr: 4.000e-02, eta: 2 days, 11:00:42, time: 1.234, data_time: 0.069, memory: 9488, top1_acc: 0.4557, top5_acc: 0.7143, loss_cls: 2.3224, loss: 2.3224, grad_norm: 1.3505 2022-02-09 04:57:43,925 - mmaction - INFO - Epoch [96][560/940] lr: 4.000e-02, eta: 2 days, 11:00:00, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.4545, top5_acc: 0.7154, loss_cls: 2.3466, loss: 2.3466, grad_norm: 1.3739 2022-02-09 04:58:09,209 - mmaction - INFO - Epoch [96][580/940] lr: 4.000e-02, eta: 2 days, 10:59:19, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.4621, top5_acc: 0.7107, loss_cls: 2.3513, loss: 2.3513, grad_norm: 1.3387 2022-02-09 04:58:34,379 - mmaction - INFO - Epoch [96][600/940] lr: 4.000e-02, eta: 2 days, 10:58:37, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.4721, top5_acc: 0.7148, loss_cls: 2.3157, loss: 2.3157, grad_norm: 1.3598 2022-02-09 04:58:59,704 - mmaction - INFO - Epoch [96][620/940] lr: 4.000e-02, eta: 2 days, 10:57:57, time: 1.266, data_time: 0.083, memory: 9488, top1_acc: 0.4527, top5_acc: 0.6955, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.3915 2022-02-09 04:59:25,031 - mmaction - INFO - Epoch [96][640/940] lr: 4.000e-02, eta: 2 days, 10:57:16, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.4734, top5_acc: 0.7074, loss_cls: 2.3670, loss: 2.3670, grad_norm: 1.3817 2022-02-09 04:59:50,279 - mmaction - INFO - Epoch [96][660/940] lr: 4.000e-02, eta: 2 days, 10:56:34, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.4658, top5_acc: 0.7100, loss_cls: 2.3436, loss: 2.3436, grad_norm: 1.3757 2022-02-09 05:00:15,279 - mmaction - INFO - Epoch [96][680/940] lr: 4.000e-02, eta: 2 days, 10:55:52, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.4709, top5_acc: 0.7209, loss_cls: 2.3063, loss: 2.3063, grad_norm: 1.3451 2022-02-09 05:00:40,403 - mmaction - INFO - Epoch [96][700/940] lr: 4.000e-02, eta: 2 days, 10:55:10, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.4568, top5_acc: 0.6947, loss_cls: 2.4187, loss: 2.4187, grad_norm: 1.3788 2022-02-09 05:01:05,633 - mmaction - INFO - Epoch [96][720/940] lr: 4.000e-02, eta: 2 days, 10:54:29, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.4492, top5_acc: 0.7037, loss_cls: 2.3732, loss: 2.3732, grad_norm: 1.3646 2022-02-09 05:01:30,885 - mmaction - INFO - Epoch [96][740/940] lr: 4.000e-02, eta: 2 days, 10:53:48, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.4584, top5_acc: 0.6986, loss_cls: 2.3887, loss: 2.3887, grad_norm: 1.4049 2022-02-09 05:01:55,990 - mmaction - INFO - Epoch [96][760/940] lr: 4.000e-02, eta: 2 days, 10:53:06, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.4650, top5_acc: 0.7100, loss_cls: 2.3672, loss: 2.3672, grad_norm: 1.3729 2022-02-09 05:02:21,333 - mmaction - INFO - Epoch [96][780/940] lr: 4.000e-02, eta: 2 days, 10:52:25, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.4725, top5_acc: 0.7133, loss_cls: 2.3396, loss: 2.3396, grad_norm: 1.3767 2022-02-09 05:02:46,690 - mmaction - INFO - Epoch [96][800/940] lr: 4.000e-02, eta: 2 days, 10:51:44, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.4625, top5_acc: 0.7018, loss_cls: 2.3718, loss: 2.3718, grad_norm: 1.3765 2022-02-09 05:03:12,241 - mmaction - INFO - Epoch [96][820/940] lr: 4.000e-02, eta: 2 days, 10:51:05, time: 1.277, data_time: 0.076, memory: 9488, top1_acc: 0.4627, top5_acc: 0.7252, loss_cls: 2.3053, loss: 2.3053, grad_norm: 1.3851 2022-02-09 05:03:37,392 - mmaction - INFO - Epoch [96][840/940] lr: 4.000e-02, eta: 2 days, 10:50:23, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.4600, top5_acc: 0.7127, loss_cls: 2.3459, loss: 2.3459, grad_norm: 1.3940 2022-02-09 05:04:02,833 - mmaction - INFO - Epoch [96][860/940] lr: 4.000e-02, eta: 2 days, 10:49:43, time: 1.272, data_time: 0.070, memory: 9488, top1_acc: 0.4584, top5_acc: 0.6986, loss_cls: 2.3624, loss: 2.3624, grad_norm: 1.3860 2022-02-09 05:04:28,031 - mmaction - INFO - Epoch [96][880/940] lr: 4.000e-02, eta: 2 days, 10:49:02, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.4635, top5_acc: 0.7088, loss_cls: 2.3497, loss: 2.3497, grad_norm: 1.3677 2022-02-09 05:04:53,348 - mmaction - INFO - Epoch [96][900/940] lr: 4.000e-02, eta: 2 days, 10:48:21, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.4643, top5_acc: 0.7150, loss_cls: 2.3368, loss: 2.3368, grad_norm: 1.3734 2022-02-09 05:05:18,676 - mmaction - INFO - Epoch [96][920/940] lr: 4.000e-02, eta: 2 days, 10:47:40, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.4604, top5_acc: 0.7088, loss_cls: 2.3572, loss: 2.3572, grad_norm: 1.3908 2022-02-09 05:05:42,394 - mmaction - INFO - Epoch [96][940/940] lr: 4.000e-02, eta: 2 days, 10:46:52, time: 1.186, data_time: 0.060, memory: 9488, top1_acc: 0.4629, top5_acc: 0.7082, loss_cls: 2.3997, loss: 2.3997, grad_norm: 1.4239 2022-02-09 05:08:24,980 - mmaction - INFO - Epoch [97][20/940] lr: 4.000e-02, eta: 2 days, 10:56:04, time: 7.934, data_time: 6.298, memory: 9488, top1_acc: 0.4637, top5_acc: 0.7168, loss_cls: 2.3179, loss: 2.3179, grad_norm: 1.3985 2022-02-09 05:08:48,473 - mmaction - INFO - Epoch [97][40/940] lr: 4.000e-02, eta: 2 days, 10:55:15, time: 1.174, data_time: 0.048, memory: 9488, top1_acc: 0.4750, top5_acc: 0.7184, loss_cls: 2.2872, loss: 2.2872, grad_norm: 1.3923 2022-02-09 05:09:12,097 - mmaction - INFO - Epoch [97][60/940] lr: 4.000e-02, eta: 2 days, 10:54:26, time: 1.181, data_time: 0.045, memory: 9488, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3104, loss: 2.3104, grad_norm: 1.4221 2022-02-09 05:09:36,140 - mmaction - INFO - Epoch [97][80/940] lr: 4.000e-02, eta: 2 days, 10:53:40, time: 1.202, data_time: 0.047, memory: 9488, top1_acc: 0.4662, top5_acc: 0.7117, loss_cls: 2.3297, loss: 2.3297, grad_norm: 1.4207 2022-02-09 05:10:00,785 - mmaction - INFO - Epoch [97][100/940] lr: 4.000e-02, eta: 2 days, 10:52:56, time: 1.232, data_time: 0.053, memory: 9488, top1_acc: 0.4680, top5_acc: 0.7186, loss_cls: 2.3145, loss: 2.3145, grad_norm: 1.3923 2022-02-09 05:10:25,519 - mmaction - INFO - Epoch [97][120/940] lr: 4.000e-02, eta: 2 days, 10:52:12, time: 1.237, data_time: 0.066, memory: 9488, top1_acc: 0.4713, top5_acc: 0.7188, loss_cls: 2.3123, loss: 2.3123, grad_norm: 1.4086 2022-02-09 05:10:50,269 - mmaction - INFO - Epoch [97][140/940] lr: 4.000e-02, eta: 2 days, 10:51:29, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7131, loss_cls: 2.3111, loss: 2.3111, grad_norm: 1.4096 2022-02-09 05:11:15,307 - mmaction - INFO - Epoch [97][160/940] lr: 4.000e-02, eta: 2 days, 10:50:46, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.4689, top5_acc: 0.7055, loss_cls: 2.3424, loss: 2.3424, grad_norm: 1.4286 2022-02-09 05:11:40,378 - mmaction - INFO - Epoch [97][180/940] lr: 4.000e-02, eta: 2 days, 10:50:04, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.4736, top5_acc: 0.7184, loss_cls: 2.3029, loss: 2.3029, grad_norm: 1.4026 2022-02-09 05:12:05,177 - mmaction - INFO - Epoch [97][200/940] lr: 4.000e-02, eta: 2 days, 10:49:21, time: 1.240, data_time: 0.056, memory: 9488, top1_acc: 0.4732, top5_acc: 0.7180, loss_cls: 2.2981, loss: 2.2981, grad_norm: 1.4383 2022-02-09 05:12:30,311 - mmaction - INFO - Epoch [97][220/940] lr: 4.000e-02, eta: 2 days, 10:48:39, time: 1.257, data_time: 0.060, memory: 9488, top1_acc: 0.4658, top5_acc: 0.7086, loss_cls: 2.3505, loss: 2.3505, grad_norm: 1.4517 2022-02-09 05:12:55,519 - mmaction - INFO - Epoch [97][240/940] lr: 4.000e-02, eta: 2 days, 10:47:58, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.4725, top5_acc: 0.7152, loss_cls: 2.3144, loss: 2.3144, grad_norm: 1.4293 2022-02-09 05:13:20,732 - mmaction - INFO - Epoch [97][260/940] lr: 4.000e-02, eta: 2 days, 10:47:17, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7154, loss_cls: 2.3219, loss: 2.3219, grad_norm: 1.4065 2022-02-09 05:13:46,210 - mmaction - INFO - Epoch [97][280/940] lr: 4.000e-02, eta: 2 days, 10:46:37, time: 1.274, data_time: 0.079, memory: 9488, top1_acc: 0.4742, top5_acc: 0.7111, loss_cls: 2.3228, loss: 2.3228, grad_norm: 1.4146 2022-02-09 05:14:11,763 - mmaction - INFO - Epoch [97][300/940] lr: 4.000e-02, eta: 2 days, 10:45:57, time: 1.278, data_time: 0.072, memory: 9488, top1_acc: 0.4734, top5_acc: 0.7205, loss_cls: 2.3055, loss: 2.3055, grad_norm: 1.4363 2022-02-09 05:14:37,023 - mmaction - INFO - Epoch [97][320/940] lr: 4.000e-02, eta: 2 days, 10:45:16, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3343, loss: 2.3343, grad_norm: 1.4253 2022-02-09 05:15:02,258 - mmaction - INFO - Epoch [97][340/940] lr: 4.000e-02, eta: 2 days, 10:44:35, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.4609, top5_acc: 0.7037, loss_cls: 2.3612, loss: 2.3612, grad_norm: 1.4444 2022-02-09 05:15:27,574 - mmaction - INFO - Epoch [97][360/940] lr: 4.000e-02, eta: 2 days, 10:43:54, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.4738, top5_acc: 0.7229, loss_cls: 2.2898, loss: 2.2898, grad_norm: 1.4319 2022-02-09 05:15:52,879 - mmaction - INFO - Epoch [97][380/940] lr: 4.000e-02, eta: 2 days, 10:43:13, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.4676, top5_acc: 0.7104, loss_cls: 2.3177, loss: 2.3177, grad_norm: 1.4612 2022-02-09 05:16:18,055 - mmaction - INFO - Epoch [97][400/940] lr: 4.000e-02, eta: 2 days, 10:42:32, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.4744, top5_acc: 0.7184, loss_cls: 2.2878, loss: 2.2878, grad_norm: 1.4557 2022-02-09 05:16:43,143 - mmaction - INFO - Epoch [97][420/940] lr: 4.000e-02, eta: 2 days, 10:41:50, time: 1.254, data_time: 0.057, memory: 9488, top1_acc: 0.4658, top5_acc: 0.7141, loss_cls: 2.3178, loss: 2.3178, grad_norm: 1.4730 2022-02-09 05:17:08,259 - mmaction - INFO - Epoch [97][440/940] lr: 4.000e-02, eta: 2 days, 10:41:08, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3580, loss: 2.3580, grad_norm: 1.4732 2022-02-09 05:17:33,309 - mmaction - INFO - Epoch [97][460/940] lr: 4.000e-02, eta: 2 days, 10:40:27, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.4783, top5_acc: 0.7191, loss_cls: 2.3157, loss: 2.3157, grad_norm: 1.4432 2022-02-09 05:17:58,874 - mmaction - INFO - Epoch [97][480/940] lr: 4.000e-02, eta: 2 days, 10:39:47, time: 1.277, data_time: 0.078, memory: 9488, top1_acc: 0.4643, top5_acc: 0.7168, loss_cls: 2.3502, loss: 2.3502, grad_norm: 1.4776 2022-02-09 05:18:23,883 - mmaction - INFO - Epoch [97][500/940] lr: 4.000e-02, eta: 2 days, 10:39:05, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.4779, top5_acc: 0.7189, loss_cls: 2.3442, loss: 2.3442, grad_norm: 1.4633 2022-02-09 05:18:48,918 - mmaction - INFO - Epoch [97][520/940] lr: 4.000e-02, eta: 2 days, 10:38:23, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.4861, top5_acc: 0.7309, loss_cls: 2.2123, loss: 2.2123, grad_norm: 1.4176 2022-02-09 05:19:14,116 - mmaction - INFO - Epoch [97][540/940] lr: 4.000e-02, eta: 2 days, 10:37:42, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.4766, top5_acc: 0.7314, loss_cls: 2.2773, loss: 2.2773, grad_norm: 1.4518 2022-02-09 05:19:39,396 - mmaction - INFO - Epoch [97][560/940] lr: 4.000e-02, eta: 2 days, 10:37:01, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.4646, top5_acc: 0.7158, loss_cls: 2.3271, loss: 2.3271, grad_norm: 1.4872 2022-02-09 05:20:04,624 - mmaction - INFO - Epoch [97][580/940] lr: 4.000e-02, eta: 2 days, 10:36:20, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.4637, top5_acc: 0.7082, loss_cls: 2.3491, loss: 2.3491, grad_norm: 1.4773 2022-02-09 05:20:30,135 - mmaction - INFO - Epoch [97][600/940] lr: 4.000e-02, eta: 2 days, 10:35:41, time: 1.276, data_time: 0.066, memory: 9488, top1_acc: 0.4672, top5_acc: 0.7037, loss_cls: 2.3394, loss: 2.3394, grad_norm: 1.4641 2022-02-09 05:20:55,297 - mmaction - INFO - Epoch [97][620/940] lr: 4.000e-02, eta: 2 days, 10:34:59, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.4732, top5_acc: 0.7121, loss_cls: 2.3321, loss: 2.3321, grad_norm: 1.4765 2022-02-09 05:21:20,549 - mmaction - INFO - Epoch [97][640/940] lr: 4.000e-02, eta: 2 days, 10:34:19, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.4701, top5_acc: 0.7152, loss_cls: 2.3187, loss: 2.3187, grad_norm: 1.4749 2022-02-09 05:21:45,361 - mmaction - INFO - Epoch [97][660/940] lr: 4.000e-02, eta: 2 days, 10:33:36, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7182, loss_cls: 2.2892, loss: 2.2892, grad_norm: 1.4800 2022-02-09 05:22:10,542 - mmaction - INFO - Epoch [97][680/940] lr: 4.000e-02, eta: 2 days, 10:32:55, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.4738, top5_acc: 0.7238, loss_cls: 2.2705, loss: 2.2705, grad_norm: 1.4665 2022-02-09 05:22:35,285 - mmaction - INFO - Epoch [97][700/940] lr: 4.000e-02, eta: 2 days, 10:32:12, time: 1.237, data_time: 0.058, memory: 9488, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3284, loss: 2.3284, grad_norm: 1.4562 2022-02-09 05:23:00,208 - mmaction - INFO - Epoch [97][720/940] lr: 4.000e-02, eta: 2 days, 10:31:30, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.4695, top5_acc: 0.7197, loss_cls: 2.2938, loss: 2.2938, grad_norm: 1.4687 2022-02-09 05:23:25,387 - mmaction - INFO - Epoch [97][740/940] lr: 4.000e-02, eta: 2 days, 10:30:49, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.4705, top5_acc: 0.7021, loss_cls: 2.3386, loss: 2.3386, grad_norm: 1.4769 2022-02-09 05:23:50,516 - mmaction - INFO - Epoch [97][760/940] lr: 4.000e-02, eta: 2 days, 10:30:08, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.4695, top5_acc: 0.7105, loss_cls: 2.3075, loss: 2.3075, grad_norm: 1.4546 2022-02-09 05:24:15,502 - mmaction - INFO - Epoch [97][780/940] lr: 4.000e-02, eta: 2 days, 10:29:26, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.4686, top5_acc: 0.7158, loss_cls: 2.3045, loss: 2.3045, grad_norm: 1.4780 2022-02-09 05:24:40,801 - mmaction - INFO - Epoch [97][800/940] lr: 4.000e-02, eta: 2 days, 10:28:45, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.4648, top5_acc: 0.7053, loss_cls: 2.3672, loss: 2.3672, grad_norm: 1.4769 2022-02-09 05:25:05,804 - mmaction - INFO - Epoch [97][820/940] lr: 4.000e-02, eta: 2 days, 10:28:04, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7119, loss_cls: 2.3293, loss: 2.3293, grad_norm: 1.4984 2022-02-09 05:25:31,282 - mmaction - INFO - Epoch [97][840/940] lr: 4.000e-02, eta: 2 days, 10:27:24, time: 1.274, data_time: 0.077, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7201, loss_cls: 2.3051, loss: 2.3051, grad_norm: 1.4864 2022-02-09 05:25:56,219 - mmaction - INFO - Epoch [97][860/940] lr: 4.000e-02, eta: 2 days, 10:26:42, time: 1.247, data_time: 0.074, memory: 9488, top1_acc: 0.4861, top5_acc: 0.7170, loss_cls: 2.2700, loss: 2.2700, grad_norm: 1.4690 2022-02-09 05:26:21,720 - mmaction - INFO - Epoch [97][880/940] lr: 4.000e-02, eta: 2 days, 10:26:02, time: 1.275, data_time: 0.072, memory: 9488, top1_acc: 0.4699, top5_acc: 0.7021, loss_cls: 2.3343, loss: 2.3343, grad_norm: 1.4915 2022-02-09 05:26:47,106 - mmaction - INFO - Epoch [97][900/940] lr: 4.000e-02, eta: 2 days, 10:25:22, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.4844, top5_acc: 0.7197, loss_cls: 2.2604, loss: 2.2604, grad_norm: 1.4775 2022-02-09 05:27:12,365 - mmaction - INFO - Epoch [97][920/940] lr: 4.000e-02, eta: 2 days, 10:24:42, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.4637, top5_acc: 0.7117, loss_cls: 2.3425, loss: 2.3425, grad_norm: 1.5361 2022-02-09 05:27:36,162 - mmaction - INFO - Epoch [97][940/940] lr: 4.000e-02, eta: 2 days, 10:23:55, time: 1.190, data_time: 0.065, memory: 9488, top1_acc: 0.4860, top5_acc: 0.7267, loss_cls: 2.2736, loss: 2.2736, grad_norm: 1.4993 2022-02-09 05:30:17,489 - mmaction - INFO - Epoch [98][20/940] lr: 4.000e-02, eta: 2 days, 10:32:50, time: 7.956, data_time: 6.417, memory: 9488, top1_acc: 0.4865, top5_acc: 0.7264, loss_cls: 2.2190, loss: 2.2190, grad_norm: 1.4752 2022-02-09 05:30:41,054 - mmaction - INFO - Epoch [98][40/940] lr: 4.000e-02, eta: 2 days, 10:32:01, time: 1.178, data_time: 0.045, memory: 9488, top1_acc: 0.4768, top5_acc: 0.7277, loss_cls: 2.2564, loss: 2.2564, grad_norm: 1.5058 2022-02-09 05:31:04,997 - mmaction - INFO - Epoch [98][60/940] lr: 4.000e-02, eta: 2 days, 10:31:15, time: 1.198, data_time: 0.043, memory: 9488, top1_acc: 0.4820, top5_acc: 0.7236, loss_cls: 2.2653, loss: 2.2653, grad_norm: 1.5446 2022-02-09 05:31:29,244 - mmaction - INFO - Epoch [98][80/940] lr: 4.000e-02, eta: 2 days, 10:30:30, time: 1.212, data_time: 0.048, memory: 9488, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3364, loss: 2.3364, grad_norm: 1.5398 2022-02-09 05:31:53,933 - mmaction - INFO - Epoch [98][100/940] lr: 4.000e-02, eta: 2 days, 10:29:47, time: 1.234, data_time: 0.048, memory: 9488, top1_acc: 0.4801, top5_acc: 0.7227, loss_cls: 2.2703, loss: 2.2703, grad_norm: 1.5063 2022-02-09 05:32:18,819 - mmaction - INFO - Epoch [98][120/940] lr: 4.000e-02, eta: 2 days, 10:29:04, time: 1.245, data_time: 0.055, memory: 9488, top1_acc: 0.4764, top5_acc: 0.7158, loss_cls: 2.2718, loss: 2.2718, grad_norm: 1.4943 2022-02-09 05:32:43,830 - mmaction - INFO - Epoch [98][140/940] lr: 4.000e-02, eta: 2 days, 10:28:22, time: 1.251, data_time: 0.057, memory: 9488, top1_acc: 0.4699, top5_acc: 0.7158, loss_cls: 2.3299, loss: 2.3299, grad_norm: 1.5411 2022-02-09 05:33:08,984 - mmaction - INFO - Epoch [98][160/940] lr: 4.000e-02, eta: 2 days, 10:27:41, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.4803, top5_acc: 0.7244, loss_cls: 2.2594, loss: 2.2594, grad_norm: 1.5127 2022-02-09 05:33:34,170 - mmaction - INFO - Epoch [98][180/940] lr: 4.000e-02, eta: 2 days, 10:27:00, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.4873, top5_acc: 0.7291, loss_cls: 2.2323, loss: 2.2323, grad_norm: 1.5132 2022-02-09 05:33:59,259 - mmaction - INFO - Epoch [98][200/940] lr: 4.000e-02, eta: 2 days, 10:26:19, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.4865, top5_acc: 0.7299, loss_cls: 2.2516, loss: 2.2516, grad_norm: 1.5192 2022-02-09 05:34:24,593 - mmaction - INFO - Epoch [98][220/940] lr: 4.000e-02, eta: 2 days, 10:25:38, time: 1.267, data_time: 0.067, memory: 9488, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2977, loss: 2.2977, grad_norm: 1.5176 2022-02-09 05:34:49,937 - mmaction - INFO - Epoch [98][240/940] lr: 4.000e-02, eta: 2 days, 10:24:58, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7279, loss_cls: 2.2439, loss: 2.2439, grad_norm: 1.5169 2022-02-09 05:35:15,239 - mmaction - INFO - Epoch [98][260/940] lr: 4.000e-02, eta: 2 days, 10:24:18, time: 1.265, data_time: 0.057, memory: 9488, top1_acc: 0.4764, top5_acc: 0.7277, loss_cls: 2.2652, loss: 2.2652, grad_norm: 1.5255 2022-02-09 05:35:40,292 - mmaction - INFO - Epoch [98][280/940] lr: 4.000e-02, eta: 2 days, 10:23:36, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.4863, top5_acc: 0.7246, loss_cls: 2.2468, loss: 2.2468, grad_norm: 1.5356 2022-02-09 05:36:05,254 - mmaction - INFO - Epoch [98][300/940] lr: 4.000e-02, eta: 2 days, 10:22:54, time: 1.247, data_time: 0.056, memory: 9488, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3131, loss: 2.3131, grad_norm: 1.5663 2022-02-09 05:36:30,316 - mmaction - INFO - Epoch [98][320/940] lr: 4.000e-02, eta: 2 days, 10:22:13, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.4787, top5_acc: 0.7145, loss_cls: 2.3018, loss: 2.3018, grad_norm: 1.5205 2022-02-09 05:36:55,629 - mmaction - INFO - Epoch [98][340/940] lr: 4.000e-02, eta: 2 days, 10:21:32, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.4801, top5_acc: 0.7197, loss_cls: 2.2818, loss: 2.2818, grad_norm: 1.5177 2022-02-09 05:37:20,886 - mmaction - INFO - Epoch [98][360/940] lr: 4.000e-02, eta: 2 days, 10:20:52, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4705, top5_acc: 0.7160, loss_cls: 2.3248, loss: 2.3248, grad_norm: 1.5596 2022-02-09 05:37:46,221 - mmaction - INFO - Epoch [98][380/940] lr: 4.000e-02, eta: 2 days, 10:20:12, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.4734, top5_acc: 0.7139, loss_cls: 2.3082, loss: 2.3082, grad_norm: 1.5087 2022-02-09 05:38:11,524 - mmaction - INFO - Epoch [98][400/940] lr: 4.000e-02, eta: 2 days, 10:19:31, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.4811, top5_acc: 0.7252, loss_cls: 2.2377, loss: 2.2377, grad_norm: 1.5241 2022-02-09 05:38:36,669 - mmaction - INFO - Epoch [98][420/940] lr: 4.000e-02, eta: 2 days, 10:18:50, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.4879, top5_acc: 0.7256, loss_cls: 2.2549, loss: 2.2549, grad_norm: 1.5390 2022-02-09 05:39:01,595 - mmaction - INFO - Epoch [98][440/940] lr: 4.000e-02, eta: 2 days, 10:18:08, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.4771, top5_acc: 0.7168, loss_cls: 2.2926, loss: 2.2926, grad_norm: 1.5511 2022-02-09 05:39:27,097 - mmaction - INFO - Epoch [98][460/940] lr: 4.000e-02, eta: 2 days, 10:17:29, time: 1.275, data_time: 0.074, memory: 9488, top1_acc: 0.4854, top5_acc: 0.7213, loss_cls: 2.2562, loss: 2.2562, grad_norm: 1.5123 2022-02-09 05:39:52,334 - mmaction - INFO - Epoch [98][480/940] lr: 4.000e-02, eta: 2 days, 10:16:48, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4854, top5_acc: 0.7166, loss_cls: 2.2712, loss: 2.2712, grad_norm: 1.5461 2022-02-09 05:40:17,657 - mmaction - INFO - Epoch [98][500/940] lr: 4.000e-02, eta: 2 days, 10:16:08, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.4824, top5_acc: 0.7238, loss_cls: 2.2678, loss: 2.2678, grad_norm: 1.5538 2022-02-09 05:40:42,748 - mmaction - INFO - Epoch [98][520/940] lr: 4.000e-02, eta: 2 days, 10:15:27, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.4848, top5_acc: 0.7174, loss_cls: 2.2812, loss: 2.2812, grad_norm: 1.5537 2022-02-09 05:41:08,353 - mmaction - INFO - Epoch [98][540/940] lr: 4.000e-02, eta: 2 days, 10:14:48, time: 1.280, data_time: 0.075, memory: 9488, top1_acc: 0.4771, top5_acc: 0.7234, loss_cls: 2.2815, loss: 2.2815, grad_norm: 1.5416 2022-02-09 05:41:33,597 - mmaction - INFO - Epoch [98][560/940] lr: 4.000e-02, eta: 2 days, 10:14:08, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.4877, top5_acc: 0.7287, loss_cls: 2.2407, loss: 2.2407, grad_norm: 1.5594 2022-02-09 05:41:58,807 - mmaction - INFO - Epoch [98][580/940] lr: 4.000e-02, eta: 2 days, 10:13:27, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.4826, top5_acc: 0.7211, loss_cls: 2.2679, loss: 2.2679, grad_norm: 1.5603 2022-02-09 05:42:23,774 - mmaction - INFO - Epoch [98][600/940] lr: 4.000e-02, eta: 2 days, 10:12:46, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.4832, top5_acc: 0.7154, loss_cls: 2.2660, loss: 2.2660, grad_norm: 1.5586 2022-02-09 05:42:49,009 - mmaction - INFO - Epoch [98][620/940] lr: 4.000e-02, eta: 2 days, 10:12:05, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.4742, top5_acc: 0.7191, loss_cls: 2.2787, loss: 2.2787, grad_norm: 1.5713 2022-02-09 05:43:14,091 - mmaction - INFO - Epoch [98][640/940] lr: 4.000e-02, eta: 2 days, 10:11:24, time: 1.254, data_time: 0.079, memory: 9488, top1_acc: 0.4904, top5_acc: 0.7299, loss_cls: 2.2523, loss: 2.2523, grad_norm: 1.5644 2022-02-09 05:43:39,167 - mmaction - INFO - Epoch [98][660/940] lr: 4.000e-02, eta: 2 days, 10:10:43, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.4826, top5_acc: 0.7246, loss_cls: 2.2780, loss: 2.2780, grad_norm: 1.5659 2022-02-09 05:44:04,359 - mmaction - INFO - Epoch [98][680/940] lr: 4.000e-02, eta: 2 days, 10:10:02, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.4744, top5_acc: 0.7199, loss_cls: 2.2702, loss: 2.2702, grad_norm: 1.5677 2022-02-09 05:44:29,630 - mmaction - INFO - Epoch [98][700/940] lr: 4.000e-02, eta: 2 days, 10:09:22, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.4758, top5_acc: 0.7131, loss_cls: 2.3144, loss: 2.3144, grad_norm: 1.5866 2022-02-09 05:44:54,772 - mmaction - INFO - Epoch [98][720/940] lr: 4.000e-02, eta: 2 days, 10:08:41, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.4922, top5_acc: 0.7193, loss_cls: 2.2383, loss: 2.2383, grad_norm: 1.5625 2022-02-09 05:45:20,044 - mmaction - INFO - Epoch [98][740/940] lr: 4.000e-02, eta: 2 days, 10:08:01, time: 1.263, data_time: 0.077, memory: 9488, top1_acc: 0.4707, top5_acc: 0.7160, loss_cls: 2.2922, loss: 2.2922, grad_norm: 1.6000 2022-02-09 05:45:45,157 - mmaction - INFO - Epoch [98][760/940] lr: 4.000e-02, eta: 2 days, 10:07:20, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.4795, top5_acc: 0.7164, loss_cls: 2.2789, loss: 2.2789, grad_norm: 1.5809 2022-02-09 05:46:10,385 - mmaction - INFO - Epoch [98][780/940] lr: 4.000e-02, eta: 2 days, 10:06:40, time: 1.262, data_time: 0.077, memory: 9488, top1_acc: 0.4781, top5_acc: 0.7139, loss_cls: 2.2945, loss: 2.2945, grad_norm: 1.5921 2022-02-09 05:46:35,468 - mmaction - INFO - Epoch [98][800/940] lr: 4.000e-02, eta: 2 days, 10:05:59, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7254, loss_cls: 2.2264, loss: 2.2264, grad_norm: 1.5520 2022-02-09 05:47:00,781 - mmaction - INFO - Epoch [98][820/940] lr: 4.000e-02, eta: 2 days, 10:05:19, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.4814, top5_acc: 0.7297, loss_cls: 2.2560, loss: 2.2560, grad_norm: 1.6005 2022-02-09 05:47:26,113 - mmaction - INFO - Epoch [98][840/940] lr: 4.000e-02, eta: 2 days, 10:04:39, time: 1.267, data_time: 0.084, memory: 9488, top1_acc: 0.4830, top5_acc: 0.7180, loss_cls: 2.2604, loss: 2.2604, grad_norm: 1.5751 2022-02-09 05:47:51,253 - mmaction - INFO - Epoch [98][860/940] lr: 4.000e-02, eta: 2 days, 10:03:59, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.4818, top5_acc: 0.7221, loss_cls: 2.2721, loss: 2.2721, grad_norm: 1.5868 2022-02-09 05:48:16,503 - mmaction - INFO - Epoch [98][880/940] lr: 4.000e-02, eta: 2 days, 10:03:19, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.4869, top5_acc: 0.7256, loss_cls: 2.2435, loss: 2.2435, grad_norm: 1.5760 2022-02-09 05:48:42,150 - mmaction - INFO - Epoch [98][900/940] lr: 4.000e-02, eta: 2 days, 10:02:40, time: 1.282, data_time: 0.080, memory: 9488, top1_acc: 0.4752, top5_acc: 0.7221, loss_cls: 2.3085, loss: 2.3085, grad_norm: 1.6157 2022-02-09 05:49:07,451 - mmaction - INFO - Epoch [98][920/940] lr: 4.000e-02, eta: 2 days, 10:02:00, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.4873, top5_acc: 0.7232, loss_cls: 2.2585, loss: 2.2585, grad_norm: 1.5764 2022-02-09 05:49:31,261 - mmaction - INFO - Epoch [98][940/940] lr: 4.000e-02, eta: 2 days, 10:01:14, time: 1.190, data_time: 0.060, memory: 9488, top1_acc: 0.4793, top5_acc: 0.7240, loss_cls: 2.2480, loss: 2.2480, grad_norm: 1.5872 2022-02-09 05:52:03,388 - mmaction - INFO - Epoch [99][20/940] lr: 4.000e-02, eta: 2 days, 10:09:06, time: 7.427, data_time: 6.013, memory: 9488, top1_acc: 0.4854, top5_acc: 0.7330, loss_cls: 2.2244, loss: 2.2244, grad_norm: 1.5898 2022-02-09 05:52:26,899 - mmaction - INFO - Epoch [99][40/940] lr: 4.000e-02, eta: 2 days, 10:08:19, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.4756, top5_acc: 0.7160, loss_cls: 2.2664, loss: 2.2664, grad_norm: 1.5984 2022-02-09 05:52:50,627 - mmaction - INFO - Epoch [99][60/940] lr: 4.000e-02, eta: 2 days, 10:07:32, time: 1.187, data_time: 0.046, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7285, loss_cls: 2.2390, loss: 2.2390, grad_norm: 1.6029 2022-02-09 05:53:14,854 - mmaction - INFO - Epoch [99][80/940] lr: 4.000e-02, eta: 2 days, 10:06:47, time: 1.211, data_time: 0.048, memory: 9488, top1_acc: 0.4783, top5_acc: 0.7082, loss_cls: 2.2945, loss: 2.2945, grad_norm: 1.6219 2022-02-09 05:53:39,484 - mmaction - INFO - Epoch [99][100/940] lr: 4.000e-02, eta: 2 days, 10:06:04, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7334, loss_cls: 2.1629, loss: 2.1629, grad_norm: 1.5921 2022-02-09 05:54:04,581 - mmaction - INFO - Epoch [99][120/940] lr: 4.000e-02, eta: 2 days, 10:05:23, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.4869, top5_acc: 0.7291, loss_cls: 2.2212, loss: 2.2212, grad_norm: 1.6167 2022-02-09 05:54:29,522 - mmaction - INFO - Epoch [99][140/940] lr: 4.000e-02, eta: 2 days, 10:04:42, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7316, loss_cls: 2.2121, loss: 2.2121, grad_norm: 1.6225 2022-02-09 05:54:54,757 - mmaction - INFO - Epoch [99][160/940] lr: 4.000e-02, eta: 2 days, 10:04:01, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.4791, top5_acc: 0.7229, loss_cls: 2.2681, loss: 2.2681, grad_norm: 1.6008 2022-02-09 05:55:20,089 - mmaction - INFO - Epoch [99][180/940] lr: 4.000e-02, eta: 2 days, 10:03:22, time: 1.267, data_time: 0.058, memory: 9488, top1_acc: 0.4877, top5_acc: 0.7203, loss_cls: 2.2603, loss: 2.2603, grad_norm: 1.5913 2022-02-09 05:55:45,329 - mmaction - INFO - Epoch [99][200/940] lr: 4.000e-02, eta: 2 days, 10:02:41, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4797, top5_acc: 0.7277, loss_cls: 2.2746, loss: 2.2746, grad_norm: 1.6098 2022-02-09 05:56:10,445 - mmaction - INFO - Epoch [99][220/940] lr: 4.000e-02, eta: 2 days, 10:02:00, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.4877, top5_acc: 0.7289, loss_cls: 2.2323, loss: 2.2323, grad_norm: 1.5950 2022-02-09 05:56:35,739 - mmaction - INFO - Epoch [99][240/940] lr: 4.000e-02, eta: 2 days, 10:01:20, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.4807, top5_acc: 0.7283, loss_cls: 2.2520, loss: 2.2520, grad_norm: 1.6163 2022-02-09 05:57:01,034 - mmaction - INFO - Epoch [99][260/940] lr: 4.000e-02, eta: 2 days, 10:00:40, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7287, loss_cls: 2.2420, loss: 2.2420, grad_norm: 1.5980 2022-02-09 05:57:26,448 - mmaction - INFO - Epoch [99][280/940] lr: 4.000e-02, eta: 2 days, 10:00:01, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.4879, top5_acc: 0.7336, loss_cls: 2.2438, loss: 2.2438, grad_norm: 1.6196 2022-02-09 05:57:51,719 - mmaction - INFO - Epoch [99][300/940] lr: 4.000e-02, eta: 2 days, 9:59:21, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.4896, top5_acc: 0.7250, loss_cls: 2.2498, loss: 2.2498, grad_norm: 1.6332 2022-02-09 05:58:16,648 - mmaction - INFO - Epoch [99][320/940] lr: 4.000e-02, eta: 2 days, 9:58:39, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.4904, top5_acc: 0.7199, loss_cls: 2.2972, loss: 2.2972, grad_norm: 1.6337 2022-02-09 05:58:41,896 - mmaction - INFO - Epoch [99][340/940] lr: 4.000e-02, eta: 2 days, 9:57:59, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.4898, top5_acc: 0.7316, loss_cls: 2.2183, loss: 2.2183, grad_norm: 1.6089 2022-02-09 05:59:07,058 - mmaction - INFO - Epoch [99][360/940] lr: 4.000e-02, eta: 2 days, 9:57:19, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.4838, top5_acc: 0.7209, loss_cls: 2.2357, loss: 2.2357, grad_norm: 1.6417 2022-02-09 05:59:32,267 - mmaction - INFO - Epoch [99][380/940] lr: 4.000e-02, eta: 2 days, 9:56:38, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.4658, top5_acc: 0.7143, loss_cls: 2.3191, loss: 2.3191, grad_norm: 1.6658 2022-02-09 05:59:57,074 - mmaction - INFO - Epoch [99][400/940] lr: 4.000e-02, eta: 2 days, 9:55:56, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.4902, top5_acc: 0.7373, loss_cls: 2.2094, loss: 2.2094, grad_norm: 1.6074 2022-02-09 06:00:22,332 - mmaction - INFO - Epoch [99][420/940] lr: 4.000e-02, eta: 2 days, 9:55:16, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.4789, top5_acc: 0.7238, loss_cls: 2.2847, loss: 2.2847, grad_norm: 1.6352 2022-02-09 06:00:47,369 - mmaction - INFO - Epoch [99][440/940] lr: 4.000e-02, eta: 2 days, 9:54:35, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.4795, top5_acc: 0.7225, loss_cls: 2.2677, loss: 2.2677, grad_norm: 1.6530 2022-02-09 06:01:12,461 - mmaction - INFO - Epoch [99][460/940] lr: 4.000e-02, eta: 2 days, 9:53:55, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2250, loss: 2.2250, grad_norm: 1.6578 2022-02-09 06:01:37,259 - mmaction - INFO - Epoch [99][480/940] lr: 4.000e-02, eta: 2 days, 9:53:13, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.4814, top5_acc: 0.7213, loss_cls: 2.2552, loss: 2.2552, grad_norm: 1.6475 2022-02-09 06:02:02,477 - mmaction - INFO - Epoch [99][500/940] lr: 4.000e-02, eta: 2 days, 9:52:33, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.4854, top5_acc: 0.7334, loss_cls: 2.2104, loss: 2.2104, grad_norm: 1.6301 2022-02-09 06:02:27,468 - mmaction - INFO - Epoch [99][520/940] lr: 4.000e-02, eta: 2 days, 9:51:51, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.4760, top5_acc: 0.7293, loss_cls: 2.2437, loss: 2.2437, grad_norm: 1.6597 2022-02-09 06:02:52,331 - mmaction - INFO - Epoch [99][540/940] lr: 4.000e-02, eta: 2 days, 9:51:10, time: 1.243, data_time: 0.054, memory: 9488, top1_acc: 0.4771, top5_acc: 0.7236, loss_cls: 2.2700, loss: 2.2700, grad_norm: 1.6479 2022-02-09 06:03:17,185 - mmaction - INFO - Epoch [99][560/940] lr: 4.000e-02, eta: 2 days, 9:50:28, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.4936, top5_acc: 0.7307, loss_cls: 2.2182, loss: 2.2182, grad_norm: 1.6360 2022-02-09 06:03:42,136 - mmaction - INFO - Epoch [99][580/940] lr: 4.000e-02, eta: 2 days, 9:49:47, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.4857, top5_acc: 0.7268, loss_cls: 2.2525, loss: 2.2525, grad_norm: 1.6473 2022-02-09 06:04:06,991 - mmaction - INFO - Epoch [99][600/940] lr: 4.000e-02, eta: 2 days, 9:49:06, time: 1.243, data_time: 0.062, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7330, loss_cls: 2.2002, loss: 2.2002, grad_norm: 1.6571 2022-02-09 06:04:31,977 - mmaction - INFO - Epoch [99][620/940] lr: 4.000e-02, eta: 2 days, 9:48:25, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.4877, top5_acc: 0.7197, loss_cls: 2.2587, loss: 2.2587, grad_norm: 1.6632 2022-02-09 06:04:56,711 - mmaction - INFO - Epoch [99][640/940] lr: 4.000e-02, eta: 2 days, 9:47:43, time: 1.236, data_time: 0.064, memory: 9488, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2739, loss: 2.2739, grad_norm: 1.6526 2022-02-09 06:05:21,886 - mmaction - INFO - Epoch [99][660/940] lr: 4.000e-02, eta: 2 days, 9:47:02, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.4932, top5_acc: 0.7295, loss_cls: 2.2312, loss: 2.2312, grad_norm: 1.6181 2022-02-09 06:05:46,966 - mmaction - INFO - Epoch [99][680/940] lr: 4.000e-02, eta: 2 days, 9:46:22, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7270, loss_cls: 2.2383, loss: 2.2383, grad_norm: 1.6361 2022-02-09 06:06:11,927 - mmaction - INFO - Epoch [99][700/940] lr: 4.000e-02, eta: 2 days, 9:45:41, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.4848, top5_acc: 0.7178, loss_cls: 2.2769, loss: 2.2769, grad_norm: 1.6432 2022-02-09 06:06:36,969 - mmaction - INFO - Epoch [99][720/940] lr: 4.000e-02, eta: 2 days, 9:45:00, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7268, loss_cls: 2.2205, loss: 2.2205, grad_norm: 1.6665 2022-02-09 06:07:02,265 - mmaction - INFO - Epoch [99][740/940] lr: 4.000e-02, eta: 2 days, 9:44:21, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.4885, top5_acc: 0.7332, loss_cls: 2.2054, loss: 2.2054, grad_norm: 1.6659 2022-02-09 06:07:27,432 - mmaction - INFO - Epoch [99][760/940] lr: 4.000e-02, eta: 2 days, 9:43:40, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.4789, top5_acc: 0.7215, loss_cls: 2.2483, loss: 2.2483, grad_norm: 1.6820 2022-02-09 06:07:52,692 - mmaction - INFO - Epoch [99][780/940] lr: 4.000e-02, eta: 2 days, 9:43:01, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.4848, top5_acc: 0.7164, loss_cls: 2.2662, loss: 2.2662, grad_norm: 1.6456 2022-02-09 06:08:17,863 - mmaction - INFO - Epoch [99][800/940] lr: 4.000e-02, eta: 2 days, 9:42:21, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.4799, top5_acc: 0.7264, loss_cls: 2.2612, loss: 2.2612, grad_norm: 1.6741 2022-02-09 06:08:42,786 - mmaction - INFO - Epoch [99][820/940] lr: 4.000e-02, eta: 2 days, 9:41:40, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.4842, top5_acc: 0.7244, loss_cls: 2.2579, loss: 2.2579, grad_norm: 1.6430 2022-02-09 06:09:07,593 - mmaction - INFO - Epoch [99][840/940] lr: 4.000e-02, eta: 2 days, 9:40:58, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1786, loss: 2.1786, grad_norm: 1.6353 2022-02-09 06:09:32,981 - mmaction - INFO - Epoch [99][860/940] lr: 4.000e-02, eta: 2 days, 9:40:19, time: 1.269, data_time: 0.062, memory: 9488, top1_acc: 0.4926, top5_acc: 0.7393, loss_cls: 2.1975, loss: 2.1975, grad_norm: 1.6531 2022-02-09 06:09:58,288 - mmaction - INFO - Epoch [99][880/940] lr: 4.000e-02, eta: 2 days, 9:39:39, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.4754, top5_acc: 0.7236, loss_cls: 2.2749, loss: 2.2749, grad_norm: 1.6890 2022-02-09 06:10:23,602 - mmaction - INFO - Epoch [99][900/940] lr: 4.000e-02, eta: 2 days, 9:39:00, time: 1.266, data_time: 0.058, memory: 9488, top1_acc: 0.4787, top5_acc: 0.7186, loss_cls: 2.2815, loss: 2.2815, grad_norm: 1.6767 2022-02-09 06:10:48,861 - mmaction - INFO - Epoch [99][920/940] lr: 4.000e-02, eta: 2 days, 9:38:20, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.4768, top5_acc: 0.7242, loss_cls: 2.2484, loss: 2.2484, grad_norm: 1.6586 2022-02-09 06:11:12,800 - mmaction - INFO - Epoch [99][940/940] lr: 4.000e-02, eta: 2 days, 9:37:35, time: 1.198, data_time: 0.062, memory: 9488, top1_acc: 0.4767, top5_acc: 0.7297, loss_cls: 2.2126, loss: 2.2126, grad_norm: 1.6699 2022-02-09 06:13:53,881 - mmaction - INFO - Epoch [100][20/940] lr: 4.000e-02, eta: 2 days, 9:45:53, time: 7.938, data_time: 6.489, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7342, loss_cls: 2.2130, loss: 2.2130, grad_norm: 1.6616 2022-02-09 06:14:17,202 - mmaction - INFO - Epoch [100][40/940] lr: 4.000e-02, eta: 2 days, 9:45:05, time: 1.167, data_time: 0.049, memory: 9488, top1_acc: 0.4930, top5_acc: 0.7324, loss_cls: 2.2012, loss: 2.2012, grad_norm: 1.6762 2022-02-09 06:14:40,888 - mmaction - INFO - Epoch [100][60/940] lr: 4.000e-02, eta: 2 days, 9:44:19, time: 1.185, data_time: 0.044, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7318, loss_cls: 2.2051, loss: 2.2051, grad_norm: 1.6519 2022-02-09 06:15:04,912 - mmaction - INFO - Epoch [100][80/940] lr: 4.000e-02, eta: 2 days, 9:43:34, time: 1.200, data_time: 0.050, memory: 9488, top1_acc: 0.4893, top5_acc: 0.7227, loss_cls: 2.2377, loss: 2.2377, grad_norm: 1.7183 2022-02-09 06:15:29,339 - mmaction - INFO - Epoch [100][100/940] lr: 4.000e-02, eta: 2 days, 9:42:51, time: 1.221, data_time: 0.053, memory: 9488, top1_acc: 0.4902, top5_acc: 0.7227, loss_cls: 2.2136, loss: 2.2136, grad_norm: 1.6610 2022-02-09 06:15:53,900 - mmaction - INFO - Epoch [100][120/940] lr: 4.000e-02, eta: 2 days, 9:42:08, time: 1.227, data_time: 0.056, memory: 9488, top1_acc: 0.4998, top5_acc: 0.7355, loss_cls: 2.1801, loss: 2.1801, grad_norm: 1.6515 2022-02-09 06:16:18,550 - mmaction - INFO - Epoch [100][140/940] lr: 4.000e-02, eta: 2 days, 9:41:26, time: 1.234, data_time: 0.068, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7387, loss_cls: 2.1707, loss: 2.1707, grad_norm: 1.6835 2022-02-09 06:16:43,346 - mmaction - INFO - Epoch [100][160/940] lr: 4.000e-02, eta: 2 days, 9:40:44, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7420, loss_cls: 2.1848, loss: 2.1848, grad_norm: 1.6816 2022-02-09 06:17:08,091 - mmaction - INFO - Epoch [100][180/940] lr: 4.000e-02, eta: 2 days, 9:40:02, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.4842, top5_acc: 0.7232, loss_cls: 2.2613, loss: 2.2613, grad_norm: 1.7197 2022-02-09 06:17:32,658 - mmaction - INFO - Epoch [100][200/940] lr: 4.000e-02, eta: 2 days, 9:39:20, time: 1.229, data_time: 0.075, memory: 9488, top1_acc: 0.4715, top5_acc: 0.7254, loss_cls: 2.2687, loss: 2.2687, grad_norm: 1.7054 2022-02-09 06:17:57,438 - mmaction - INFO - Epoch [100][220/940] lr: 4.000e-02, eta: 2 days, 9:38:38, time: 1.239, data_time: 0.070, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7279, loss_cls: 2.2241, loss: 2.2241, grad_norm: 1.6829 2022-02-09 06:18:22,031 - mmaction - INFO - Epoch [100][240/940] lr: 4.000e-02, eta: 2 days, 9:37:56, time: 1.230, data_time: 0.065, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7328, loss_cls: 2.2166, loss: 2.2166, grad_norm: 1.7131 2022-02-09 06:18:47,274 - mmaction - INFO - Epoch [100][260/940] lr: 4.000e-02, eta: 2 days, 9:37:16, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7250, loss_cls: 2.2154, loss: 2.2154, grad_norm: 1.6693 2022-02-09 06:19:11,833 - mmaction - INFO - Epoch [100][280/940] lr: 4.000e-02, eta: 2 days, 9:36:33, time: 1.229, data_time: 0.062, memory: 9488, top1_acc: 0.4939, top5_acc: 0.7252, loss_cls: 2.2194, loss: 2.2194, grad_norm: 1.6677 2022-02-09 06:19:36,851 - mmaction - INFO - Epoch [100][300/940] lr: 4.000e-02, eta: 2 days, 9:35:53, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7217, loss_cls: 2.2578, loss: 2.2578, grad_norm: 1.6955 2022-02-09 06:20:01,590 - mmaction - INFO - Epoch [100][320/940] lr: 4.000e-02, eta: 2 days, 9:35:11, time: 1.237, data_time: 0.068, memory: 9488, top1_acc: 0.4832, top5_acc: 0.7205, loss_cls: 2.2577, loss: 2.2577, grad_norm: 1.6867 2022-02-09 06:20:26,829 - mmaction - INFO - Epoch [100][340/940] lr: 4.000e-02, eta: 2 days, 9:34:31, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4965, top5_acc: 0.7256, loss_cls: 2.2453, loss: 2.2453, grad_norm: 1.7083 2022-02-09 06:20:52,255 - mmaction - INFO - Epoch [100][360/940] lr: 4.000e-02, eta: 2 days, 9:33:52, time: 1.271, data_time: 0.073, memory: 9488, top1_acc: 0.4795, top5_acc: 0.7182, loss_cls: 2.2754, loss: 2.2754, grad_norm: 1.7132 2022-02-09 06:21:17,013 - mmaction - INFO - Epoch [100][380/940] lr: 4.000e-02, eta: 2 days, 9:33:10, time: 1.238, data_time: 0.077, memory: 9488, top1_acc: 0.4848, top5_acc: 0.7326, loss_cls: 2.2074, loss: 2.2074, grad_norm: 1.6815 2022-02-09 06:21:41,541 - mmaction - INFO - Epoch [100][400/940] lr: 4.000e-02, eta: 2 days, 9:32:28, time: 1.226, data_time: 0.061, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7377, loss_cls: 2.2122, loss: 2.2122, grad_norm: 1.7100 2022-02-09 06:22:06,730 - mmaction - INFO - Epoch [100][420/940] lr: 4.000e-02, eta: 2 days, 9:31:48, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.4809, top5_acc: 0.7109, loss_cls: 2.2825, loss: 2.2825, grad_norm: 1.7098 2022-02-09 06:22:32,167 - mmaction - INFO - Epoch [100][440/940] lr: 4.000e-02, eta: 2 days, 9:31:09, time: 1.273, data_time: 0.078, memory: 9488, top1_acc: 0.4760, top5_acc: 0.7172, loss_cls: 2.2877, loss: 2.2877, grad_norm: 1.7109 2022-02-09 06:22:57,516 - mmaction - INFO - Epoch [100][460/940] lr: 4.000e-02, eta: 2 days, 9:30:30, time: 1.267, data_time: 0.084, memory: 9488, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2573, loss: 2.2573, grad_norm: 1.6996 2022-02-09 06:23:22,498 - mmaction - INFO - Epoch [100][480/940] lr: 4.000e-02, eta: 2 days, 9:29:49, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.4891, top5_acc: 0.7334, loss_cls: 2.2034, loss: 2.2034, grad_norm: 1.7157 2022-02-09 06:23:47,532 - mmaction - INFO - Epoch [100][500/940] lr: 4.000e-02, eta: 2 days, 9:29:09, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7348, loss_cls: 2.2142, loss: 2.2142, grad_norm: 1.7156 2022-02-09 06:24:12,521 - mmaction - INFO - Epoch [100][520/940] lr: 4.000e-02, eta: 2 days, 9:28:28, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7324, loss_cls: 2.2061, loss: 2.2061, grad_norm: 1.7350 2022-02-09 06:24:37,536 - mmaction - INFO - Epoch [100][540/940] lr: 4.000e-02, eta: 2 days, 9:27:48, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.4904, top5_acc: 0.7250, loss_cls: 2.2031, loss: 2.2031, grad_norm: 1.7266 2022-02-09 06:25:02,704 - mmaction - INFO - Epoch [100][560/940] lr: 4.000e-02, eta: 2 days, 9:27:08, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.4906, top5_acc: 0.7338, loss_cls: 2.2191, loss: 2.2191, grad_norm: 1.7194 2022-02-09 06:25:27,834 - mmaction - INFO - Epoch [100][580/940] lr: 4.000e-02, eta: 2 days, 9:26:28, time: 1.256, data_time: 0.082, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7252, loss_cls: 2.2217, loss: 2.2217, grad_norm: 1.7119 2022-02-09 06:25:52,890 - mmaction - INFO - Epoch [100][600/940] lr: 4.000e-02, eta: 2 days, 9:25:47, time: 1.253, data_time: 0.074, memory: 9488, top1_acc: 0.4873, top5_acc: 0.7355, loss_cls: 2.2236, loss: 2.2236, grad_norm: 1.6973 2022-02-09 06:26:17,788 - mmaction - INFO - Epoch [100][620/940] lr: 4.000e-02, eta: 2 days, 9:25:07, time: 1.245, data_time: 0.078, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7316, loss_cls: 2.2123, loss: 2.2123, grad_norm: 1.7424 2022-02-09 06:26:42,987 - mmaction - INFO - Epoch [100][640/940] lr: 4.000e-02, eta: 2 days, 9:24:27, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.4816, top5_acc: 0.7328, loss_cls: 2.2290, loss: 2.2290, grad_norm: 1.7251 2022-02-09 06:27:08,166 - mmaction - INFO - Epoch [100][660/940] lr: 4.000e-02, eta: 2 days, 9:23:47, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7387, loss_cls: 2.1768, loss: 2.1768, grad_norm: 1.6762 2022-02-09 06:27:33,393 - mmaction - INFO - Epoch [100][680/940] lr: 4.000e-02, eta: 2 days, 9:23:08, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7305, loss_cls: 2.1904, loss: 2.1904, grad_norm: 1.6994 2022-02-09 06:27:58,377 - mmaction - INFO - Epoch [100][700/940] lr: 4.000e-02, eta: 2 days, 9:22:27, time: 1.249, data_time: 0.075, memory: 9488, top1_acc: 0.4861, top5_acc: 0.7307, loss_cls: 2.2174, loss: 2.2174, grad_norm: 1.7390 2022-02-09 06:28:23,410 - mmaction - INFO - Epoch [100][720/940] lr: 4.000e-02, eta: 2 days, 9:21:47, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.4820, top5_acc: 0.7270, loss_cls: 2.2459, loss: 2.2459, grad_norm: 1.7297 2022-02-09 06:28:48,344 - mmaction - INFO - Epoch [100][740/940] lr: 4.000e-02, eta: 2 days, 9:21:06, time: 1.246, data_time: 0.073, memory: 9488, top1_acc: 0.4914, top5_acc: 0.7271, loss_cls: 2.2201, loss: 2.2201, grad_norm: 1.7116 2022-02-09 06:29:13,435 - mmaction - INFO - Epoch [100][760/940] lr: 4.000e-02, eta: 2 days, 9:20:26, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7275, loss_cls: 2.2313, loss: 2.2313, grad_norm: 1.7242 2022-02-09 06:29:38,403 - mmaction - INFO - Epoch [100][780/940] lr: 4.000e-02, eta: 2 days, 9:19:46, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.4932, top5_acc: 0.7281, loss_cls: 2.2206, loss: 2.2206, grad_norm: 1.7235 2022-02-09 06:30:03,467 - mmaction - INFO - Epoch [100][800/940] lr: 4.000e-02, eta: 2 days, 9:19:06, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1874, loss: 2.1874, grad_norm: 1.7292 2022-02-09 06:30:28,350 - mmaction - INFO - Epoch [100][820/940] lr: 4.000e-02, eta: 2 days, 9:18:25, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.4857, top5_acc: 0.7240, loss_cls: 2.2419, loss: 2.2419, grad_norm: 1.7330 2022-02-09 06:30:53,375 - mmaction - INFO - Epoch [100][840/940] lr: 4.000e-02, eta: 2 days, 9:17:45, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7377, loss_cls: 2.1755, loss: 2.1755, grad_norm: 1.6944 2022-02-09 06:31:18,851 - mmaction - INFO - Epoch [100][860/940] lr: 4.000e-02, eta: 2 days, 9:17:06, time: 1.274, data_time: 0.070, memory: 9488, top1_acc: 0.4701, top5_acc: 0.7258, loss_cls: 2.2504, loss: 2.2504, grad_norm: 1.7597 2022-02-09 06:31:43,670 - mmaction - INFO - Epoch [100][880/940] lr: 4.000e-02, eta: 2 days, 9:16:25, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.4818, top5_acc: 0.7289, loss_cls: 2.2086, loss: 2.2086, grad_norm: 1.7174 2022-02-09 06:32:08,826 - mmaction - INFO - Epoch [100][900/940] lr: 4.000e-02, eta: 2 days, 9:15:46, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7223, loss_cls: 2.2281, loss: 2.2281, grad_norm: 1.7367 2022-02-09 06:32:33,634 - mmaction - INFO - Epoch [100][920/940] lr: 4.000e-02, eta: 2 days, 9:15:05, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.4896, top5_acc: 0.7342, loss_cls: 2.2161, loss: 2.2161, grad_norm: 1.7648 2022-02-09 06:32:57,608 - mmaction - INFO - Epoch [100][940/940] lr: 4.000e-02, eta: 2 days, 9:14:20, time: 1.199, data_time: 0.060, memory: 9488, top1_acc: 0.4917, top5_acc: 0.7208, loss_cls: 2.2454, loss: 2.2454, grad_norm: 1.7870 2022-02-09 06:33:02,441 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 06:33:02,447 - mmaction - INFO - 110 BN found 2022-02-09 06:37:17,010 - mmaction - INFO - BN stats updated 2022-02-09 06:37:19,014 - mmaction - INFO - Saving checkpoint at 100 epochs 2022-02-09 06:40:09,726 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 06:40:10,486 - mmaction - INFO - top1_acc 0.5639 top5_acc 0.8110 2022-02-09 06:40:10,486 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 06:40:10,519 - mmaction - INFO - mean_acc 0.5638 2022-02-09 06:40:10,520 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_95.pth was removed 2022-02-09 06:40:12,111 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2022-02-09 06:40:12,112 - mmaction - INFO - Best top1_acc is 0.5639 at 100 epoch. 2022-02-09 06:40:12,120 - mmaction - INFO - Epoch(val) [100][78] top1_acc: 0.5639, top5_acc: 0.8110, mean_class_accuracy: 0.5638 2022-02-09 06:42:40,400 - mmaction - INFO - Epoch [101][20/940] lr: 4.000e-02, eta: 2 days, 9:21:40, time: 7.408, data_time: 6.234, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7355, loss_cls: 2.1746, loss: 2.1746, grad_norm: 1.7507 2022-02-09 06:43:03,764 - mmaction - INFO - Epoch [101][40/940] lr: 4.000e-02, eta: 2 days, 9:20:53, time: 1.168, data_time: 0.050, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7387, loss_cls: 2.1551, loss: 2.1551, grad_norm: 1.7300 2022-02-09 06:43:27,303 - mmaction - INFO - Epoch [101][60/940] lr: 4.000e-02, eta: 2 days, 9:20:07, time: 1.177, data_time: 0.047, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7346, loss_cls: 2.1653, loss: 2.1653, grad_norm: 1.7497 2022-02-09 06:43:51,037 - mmaction - INFO - Epoch [101][80/940] lr: 4.000e-02, eta: 2 days, 9:19:22, time: 1.187, data_time: 0.047, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7354, loss_cls: 2.2164, loss: 2.2164, grad_norm: 1.7417 2022-02-09 06:44:14,916 - mmaction - INFO - Epoch [101][100/940] lr: 4.000e-02, eta: 2 days, 9:18:37, time: 1.194, data_time: 0.051, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7400, loss_cls: 2.1836, loss: 2.1836, grad_norm: 1.7755 2022-02-09 06:44:39,249 - mmaction - INFO - Epoch [101][120/940] lr: 4.000e-02, eta: 2 days, 9:17:54, time: 1.216, data_time: 0.051, memory: 9488, top1_acc: 0.5018, top5_acc: 0.7348, loss_cls: 2.1769, loss: 2.1769, grad_norm: 1.7928 2022-02-09 06:45:03,626 - mmaction - INFO - Epoch [101][140/940] lr: 4.000e-02, eta: 2 days, 9:17:11, time: 1.219, data_time: 0.055, memory: 9488, top1_acc: 0.4857, top5_acc: 0.7299, loss_cls: 2.2066, loss: 2.2066, grad_norm: 1.7807 2022-02-09 06:45:28,173 - mmaction - INFO - Epoch [101][160/940] lr: 4.000e-02, eta: 2 days, 9:16:29, time: 1.227, data_time: 0.053, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7307, loss_cls: 2.1957, loss: 2.1957, grad_norm: 1.7406 2022-02-09 06:45:52,754 - mmaction - INFO - Epoch [101][180/940] lr: 4.000e-02, eta: 2 days, 9:15:47, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.5031, top5_acc: 0.7408, loss_cls: 2.1459, loss: 2.1459, grad_norm: 1.7692 2022-02-09 06:46:17,529 - mmaction - INFO - Epoch [101][200/940] lr: 4.000e-02, eta: 2 days, 9:15:06, time: 1.239, data_time: 0.053, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1880, loss: 2.1880, grad_norm: 1.7628 2022-02-09 06:46:42,213 - mmaction - INFO - Epoch [101][220/940] lr: 4.000e-02, eta: 2 days, 9:14:24, time: 1.234, data_time: 0.059, memory: 9488, top1_acc: 0.4814, top5_acc: 0.7178, loss_cls: 2.2870, loss: 2.2870, grad_norm: 1.8054 2022-02-09 06:47:07,204 - mmaction - INFO - Epoch [101][240/940] lr: 4.000e-02, eta: 2 days, 9:13:44, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7307, loss_cls: 2.2248, loss: 2.2248, grad_norm: 1.7866 2022-02-09 06:47:32,042 - mmaction - INFO - Epoch [101][260/940] lr: 4.000e-02, eta: 2 days, 9:13:03, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7334, loss_cls: 2.2085, loss: 2.2085, grad_norm: 1.7512 2022-02-09 06:47:56,886 - mmaction - INFO - Epoch [101][280/940] lr: 4.000e-02, eta: 2 days, 9:12:22, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7387, loss_cls: 2.1876, loss: 2.1876, grad_norm: 1.7624 2022-02-09 06:48:21,796 - mmaction - INFO - Epoch [101][300/940] lr: 4.000e-02, eta: 2 days, 9:11:41, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.4771, top5_acc: 0.7230, loss_cls: 2.2755, loss: 2.2755, grad_norm: 1.7932 2022-02-09 06:48:46,964 - mmaction - INFO - Epoch [101][320/940] lr: 4.000e-02, eta: 2 days, 9:11:02, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.4951, top5_acc: 0.7344, loss_cls: 2.2166, loss: 2.2166, grad_norm: 1.7776 2022-02-09 06:49:11,888 - mmaction - INFO - Epoch [101][340/940] lr: 4.000e-02, eta: 2 days, 9:10:21, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.4871, top5_acc: 0.7340, loss_cls: 2.2141, loss: 2.2141, grad_norm: 1.7673 2022-02-09 06:49:37,076 - mmaction - INFO - Epoch [101][360/940] lr: 4.000e-02, eta: 2 days, 9:09:42, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.4844, top5_acc: 0.7236, loss_cls: 2.2613, loss: 2.2613, grad_norm: 1.7906 2022-02-09 06:50:01,881 - mmaction - INFO - Epoch [101][380/940] lr: 4.000e-02, eta: 2 days, 9:09:01, time: 1.240, data_time: 0.072, memory: 9488, top1_acc: 0.4898, top5_acc: 0.7295, loss_cls: 2.2194, loss: 2.2194, grad_norm: 1.7540 2022-02-09 06:50:27,198 - mmaction - INFO - Epoch [101][400/940] lr: 4.000e-02, eta: 2 days, 9:08:22, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7307, loss_cls: 2.1965, loss: 2.1965, grad_norm: 1.7853 2022-02-09 06:50:52,391 - mmaction - INFO - Epoch [101][420/940] lr: 4.000e-02, eta: 2 days, 9:07:42, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7297, loss_cls: 2.1932, loss: 2.1932, grad_norm: 1.7904 2022-02-09 06:51:17,560 - mmaction - INFO - Epoch [101][440/940] lr: 4.000e-02, eta: 2 days, 9:07:03, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7316, loss_cls: 2.1919, loss: 2.1919, grad_norm: 1.7527 2022-02-09 06:51:42,788 - mmaction - INFO - Epoch [101][460/940] lr: 4.000e-02, eta: 2 days, 9:06:24, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.4908, top5_acc: 0.7301, loss_cls: 2.2161, loss: 2.2161, grad_norm: 1.7611 2022-02-09 06:52:07,787 - mmaction - INFO - Epoch [101][480/940] lr: 4.000e-02, eta: 2 days, 9:05:43, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.4902, top5_acc: 0.7283, loss_cls: 2.2229, loss: 2.2229, grad_norm: 1.7701 2022-02-09 06:52:33,000 - mmaction - INFO - Epoch [101][500/940] lr: 4.000e-02, eta: 2 days, 9:05:04, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.4869, top5_acc: 0.7281, loss_cls: 2.2238, loss: 2.2238, grad_norm: 1.8041 2022-02-09 06:52:58,200 - mmaction - INFO - Epoch [101][520/940] lr: 4.000e-02, eta: 2 days, 9:04:25, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7301, loss_cls: 2.2321, loss: 2.2321, grad_norm: 1.7835 2022-02-09 06:53:23,371 - mmaction - INFO - Epoch [101][540/940] lr: 4.000e-02, eta: 2 days, 9:03:45, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.4912, top5_acc: 0.7320, loss_cls: 2.1997, loss: 2.1997, grad_norm: 1.7274 2022-02-09 06:53:48,498 - mmaction - INFO - Epoch [101][560/940] lr: 4.000e-02, eta: 2 days, 9:03:06, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.4914, top5_acc: 0.7221, loss_cls: 2.2239, loss: 2.2239, grad_norm: 1.7525 2022-02-09 06:54:13,682 - mmaction - INFO - Epoch [101][580/940] lr: 4.000e-02, eta: 2 days, 9:02:27, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.4904, top5_acc: 0.7301, loss_cls: 2.2110, loss: 2.2110, grad_norm: 1.7799 2022-02-09 06:54:38,985 - mmaction - INFO - Epoch [101][600/940] lr: 4.000e-02, eta: 2 days, 9:01:48, time: 1.264, data_time: 0.078, memory: 9488, top1_acc: 0.4973, top5_acc: 0.7301, loss_cls: 2.1679, loss: 2.1679, grad_norm: 1.7809 2022-02-09 06:55:04,125 - mmaction - INFO - Epoch [101][620/940] lr: 4.000e-02, eta: 2 days, 9:01:08, time: 1.257, data_time: 0.053, memory: 9488, top1_acc: 0.4834, top5_acc: 0.7268, loss_cls: 2.2245, loss: 2.2245, grad_norm: 1.8329 2022-02-09 06:55:29,463 - mmaction - INFO - Epoch [101][640/940] lr: 4.000e-02, eta: 2 days, 9:00:29, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.4871, top5_acc: 0.7209, loss_cls: 2.2619, loss: 2.2619, grad_norm: 1.7908 2022-02-09 06:55:54,591 - mmaction - INFO - Epoch [101][660/940] lr: 4.000e-02, eta: 2 days, 8:59:50, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7350, loss_cls: 2.1712, loss: 2.1712, grad_norm: 1.7825 2022-02-09 06:56:19,684 - mmaction - INFO - Epoch [101][680/940] lr: 4.000e-02, eta: 2 days, 8:59:10, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.5000, top5_acc: 0.7389, loss_cls: 2.1739, loss: 2.1739, grad_norm: 1.7925 2022-02-09 06:56:44,777 - mmaction - INFO - Epoch [101][700/940] lr: 4.000e-02, eta: 2 days, 8:58:31, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7336, loss_cls: 2.1710, loss: 2.1710, grad_norm: 1.8023 2022-02-09 06:57:09,684 - mmaction - INFO - Epoch [101][720/940] lr: 4.000e-02, eta: 2 days, 8:57:50, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.4939, top5_acc: 0.7293, loss_cls: 2.1910, loss: 2.1910, grad_norm: 1.8365 2022-02-09 06:57:34,972 - mmaction - INFO - Epoch [101][740/940] lr: 4.000e-02, eta: 2 days, 8:57:11, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.4781, top5_acc: 0.7191, loss_cls: 2.2801, loss: 2.2801, grad_norm: 1.8308 2022-02-09 06:58:00,104 - mmaction - INFO - Epoch [101][760/940] lr: 4.000e-02, eta: 2 days, 8:56:32, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7357, loss_cls: 2.1990, loss: 2.1990, grad_norm: 1.8157 2022-02-09 06:58:25,138 - mmaction - INFO - Epoch [101][780/940] lr: 4.000e-02, eta: 2 days, 8:55:52, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.4830, top5_acc: 0.7223, loss_cls: 2.2579, loss: 2.2579, grad_norm: 1.8260 2022-02-09 06:58:50,483 - mmaction - INFO - Epoch [101][800/940] lr: 4.000e-02, eta: 2 days, 8:55:14, time: 1.268, data_time: 0.080, memory: 9488, top1_acc: 0.4844, top5_acc: 0.7303, loss_cls: 2.1839, loss: 2.1839, grad_norm: 1.8260 2022-02-09 06:59:15,703 - mmaction - INFO - Epoch [101][820/940] lr: 4.000e-02, eta: 2 days, 8:54:35, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.4777, top5_acc: 0.7199, loss_cls: 2.2716, loss: 2.2716, grad_norm: 1.8200 2022-02-09 06:59:40,985 - mmaction - INFO - Epoch [101][840/940] lr: 4.000e-02, eta: 2 days, 8:53:56, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.4865, top5_acc: 0.7254, loss_cls: 2.2228, loss: 2.2228, grad_norm: 1.8151 2022-02-09 07:00:06,112 - mmaction - INFO - Epoch [101][860/940] lr: 4.000e-02, eta: 2 days, 8:53:17, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7361, loss_cls: 2.1478, loss: 2.1478, grad_norm: 1.7705 2022-02-09 07:00:31,008 - mmaction - INFO - Epoch [101][880/940] lr: 4.000e-02, eta: 2 days, 8:52:36, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.4916, top5_acc: 0.7299, loss_cls: 2.2061, loss: 2.2061, grad_norm: 1.7999 2022-02-09 07:00:56,275 - mmaction - INFO - Epoch [101][900/940] lr: 4.000e-02, eta: 2 days, 8:51:57, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7322, loss_cls: 2.2062, loss: 2.2062, grad_norm: 1.8076 2022-02-09 07:01:21,603 - mmaction - INFO - Epoch [101][920/940] lr: 4.000e-02, eta: 2 days, 8:51:19, time: 1.266, data_time: 0.077, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7268, loss_cls: 2.1944, loss: 2.1944, grad_norm: 1.7874 2022-02-09 07:01:45,545 - mmaction - INFO - Epoch [101][940/940] lr: 4.000e-02, eta: 2 days, 8:50:35, time: 1.198, data_time: 0.065, memory: 9488, top1_acc: 0.4880, top5_acc: 0.7313, loss_cls: 2.2128, loss: 2.2128, grad_norm: 1.8328 2022-02-09 07:04:21,928 - mmaction - INFO - Epoch [102][20/940] lr: 4.000e-02, eta: 2 days, 8:58:01, time: 7.680, data_time: 5.985, memory: 9488, top1_acc: 0.4951, top5_acc: 0.7309, loss_cls: 2.2140, loss: 2.2140, grad_norm: 1.7731 2022-02-09 07:04:45,507 - mmaction - INFO - Epoch [102][40/940] lr: 4.000e-02, eta: 2 days, 8:57:16, time: 1.179, data_time: 0.053, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7316, loss_cls: 2.1981, loss: 2.1981, grad_norm: 1.8186 2022-02-09 07:05:09,165 - mmaction - INFO - Epoch [102][60/940] lr: 4.000e-02, eta: 2 days, 8:56:31, time: 1.183, data_time: 0.048, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7383, loss_cls: 2.1831, loss: 2.1831, grad_norm: 1.8432 2022-02-09 07:05:33,312 - mmaction - INFO - Epoch [102][80/940] lr: 4.000e-02, eta: 2 days, 8:55:48, time: 1.208, data_time: 0.055, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7234, loss_cls: 2.2325, loss: 2.2325, grad_norm: 1.8499 2022-02-09 07:05:57,790 - mmaction - INFO - Epoch [102][100/940] lr: 4.000e-02, eta: 2 days, 8:55:06, time: 1.224, data_time: 0.056, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1803, loss: 2.1803, grad_norm: 1.8073 2022-02-09 07:06:22,449 - mmaction - INFO - Epoch [102][120/940] lr: 4.000e-02, eta: 2 days, 8:54:24, time: 1.232, data_time: 0.063, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7426, loss_cls: 2.1506, loss: 2.1506, grad_norm: 1.8148 2022-02-09 07:06:47,286 - mmaction - INFO - Epoch [102][140/940] lr: 4.000e-02, eta: 2 days, 8:53:44, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7340, loss_cls: 2.1859, loss: 2.1859, grad_norm: 1.8296 2022-02-09 07:07:12,182 - mmaction - INFO - Epoch [102][160/940] lr: 4.000e-02, eta: 2 days, 8:53:03, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7379, loss_cls: 2.2074, loss: 2.2074, grad_norm: 1.8233 2022-02-09 07:07:36,806 - mmaction - INFO - Epoch [102][180/940] lr: 4.000e-02, eta: 2 days, 8:52:22, time: 1.232, data_time: 0.065, memory: 9488, top1_acc: 0.4871, top5_acc: 0.7318, loss_cls: 2.2259, loss: 2.2259, grad_norm: 1.8681 2022-02-09 07:08:01,646 - mmaction - INFO - Epoch [102][200/940] lr: 4.000e-02, eta: 2 days, 8:51:41, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.4766, top5_acc: 0.7301, loss_cls: 2.2261, loss: 2.2261, grad_norm: 1.8556 2022-02-09 07:08:26,990 - mmaction - INFO - Epoch [102][220/940] lr: 4.000e-02, eta: 2 days, 8:51:03, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7279, loss_cls: 2.2014, loss: 2.2014, grad_norm: 1.8390 2022-02-09 07:08:52,157 - mmaction - INFO - Epoch [102][240/940] lr: 4.000e-02, eta: 2 days, 8:50:23, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7359, loss_cls: 2.1697, loss: 2.1697, grad_norm: 1.8484 2022-02-09 07:09:16,955 - mmaction - INFO - Epoch [102][260/940] lr: 4.000e-02, eta: 2 days, 8:49:43, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7312, loss_cls: 2.1856, loss: 2.1856, grad_norm: 1.8215 2022-02-09 07:09:41,747 - mmaction - INFO - Epoch [102][280/940] lr: 4.000e-02, eta: 2 days, 8:49:02, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.5047, top5_acc: 0.7377, loss_cls: 2.1754, loss: 2.1754, grad_norm: 1.8058 2022-02-09 07:10:06,791 - mmaction - INFO - Epoch [102][300/940] lr: 4.000e-02, eta: 2 days, 8:48:23, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7340, loss_cls: 2.1773, loss: 2.1773, grad_norm: 1.8194 2022-02-09 07:10:32,447 - mmaction - INFO - Epoch [102][320/940] lr: 4.000e-02, eta: 2 days, 8:47:45, time: 1.283, data_time: 0.074, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7223, loss_cls: 2.2520, loss: 2.2520, grad_norm: 1.8343 2022-02-09 07:10:57,545 - mmaction - INFO - Epoch [102][340/940] lr: 4.000e-02, eta: 2 days, 8:47:06, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7295, loss_cls: 2.2276, loss: 2.2276, grad_norm: 1.8261 2022-02-09 07:11:22,709 - mmaction - INFO - Epoch [102][360/940] lr: 4.000e-02, eta: 2 days, 8:46:27, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7357, loss_cls: 2.1969, loss: 2.1969, grad_norm: 1.8772 2022-02-09 07:11:47,676 - mmaction - INFO - Epoch [102][380/940] lr: 4.000e-02, eta: 2 days, 8:45:47, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2040, loss: 2.2040, grad_norm: 1.8703 2022-02-09 07:12:12,715 - mmaction - INFO - Epoch [102][400/940] lr: 4.000e-02, eta: 2 days, 8:45:07, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7354, loss_cls: 2.1977, loss: 2.1977, grad_norm: 1.8663 2022-02-09 07:12:37,922 - mmaction - INFO - Epoch [102][420/940] lr: 4.000e-02, eta: 2 days, 8:44:28, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7312, loss_cls: 2.2200, loss: 2.2200, grad_norm: 1.8590 2022-02-09 07:13:02,811 - mmaction - INFO - Epoch [102][440/940] lr: 4.000e-02, eta: 2 days, 8:43:48, time: 1.244, data_time: 0.078, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7418, loss_cls: 2.1615, loss: 2.1615, grad_norm: 1.8244 2022-02-09 07:13:28,024 - mmaction - INFO - Epoch [102][460/940] lr: 4.000e-02, eta: 2 days, 8:43:09, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.4926, top5_acc: 0.7303, loss_cls: 2.1881, loss: 2.1881, grad_norm: 1.8369 2022-02-09 07:13:53,070 - mmaction - INFO - Epoch [102][480/940] lr: 4.000e-02, eta: 2 days, 8:42:29, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.4895, top5_acc: 0.7344, loss_cls: 2.1834, loss: 2.1834, grad_norm: 1.8495 2022-02-09 07:14:18,560 - mmaction - INFO - Epoch [102][500/940] lr: 4.000e-02, eta: 2 days, 8:41:51, time: 1.275, data_time: 0.070, memory: 9488, top1_acc: 0.4939, top5_acc: 0.7279, loss_cls: 2.2073, loss: 2.2073, grad_norm: 1.8767 2022-02-09 07:14:43,813 - mmaction - INFO - Epoch [102][520/940] lr: 4.000e-02, eta: 2 days, 8:41:13, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.4908, top5_acc: 0.7227, loss_cls: 2.2455, loss: 2.2455, grad_norm: 1.8564 2022-02-09 07:15:08,866 - mmaction - INFO - Epoch [102][540/940] lr: 4.000e-02, eta: 2 days, 8:40:33, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.4818, top5_acc: 0.7240, loss_cls: 2.2634, loss: 2.2634, grad_norm: 1.9016 2022-02-09 07:15:34,126 - mmaction - INFO - Epoch [102][560/940] lr: 4.000e-02, eta: 2 days, 8:39:54, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.4846, top5_acc: 0.7383, loss_cls: 2.2071, loss: 2.2071, grad_norm: 1.8515 2022-02-09 07:15:59,200 - mmaction - INFO - Epoch [102][580/940] lr: 4.000e-02, eta: 2 days, 8:39:15, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7338, loss_cls: 2.2045, loss: 2.2045, grad_norm: 1.8176 2022-02-09 07:16:24,437 - mmaction - INFO - Epoch [102][600/940] lr: 4.000e-02, eta: 2 days, 8:38:36, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7311, loss_cls: 2.1975, loss: 2.1975, grad_norm: 1.8677 2022-02-09 07:16:49,464 - mmaction - INFO - Epoch [102][620/940] lr: 4.000e-02, eta: 2 days, 8:37:57, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7439, loss_cls: 2.1436, loss: 2.1436, grad_norm: 1.8534 2022-02-09 07:17:14,691 - mmaction - INFO - Epoch [102][640/940] lr: 4.000e-02, eta: 2 days, 8:37:18, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7350, loss_cls: 2.1673, loss: 2.1673, grad_norm: 1.8733 2022-02-09 07:17:39,861 - mmaction - INFO - Epoch [102][660/940] lr: 4.000e-02, eta: 2 days, 8:36:39, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.4838, top5_acc: 0.7391, loss_cls: 2.2040, loss: 2.2040, grad_norm: 1.8986 2022-02-09 07:18:05,077 - mmaction - INFO - Epoch [102][680/940] lr: 4.000e-02, eta: 2 days, 8:36:00, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.4867, top5_acc: 0.7463, loss_cls: 2.1781, loss: 2.1781, grad_norm: 1.8576 2022-02-09 07:18:29,982 - mmaction - INFO - Epoch [102][700/940] lr: 4.000e-02, eta: 2 days, 8:35:20, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7393, loss_cls: 2.1635, loss: 2.1635, grad_norm: 1.8544 2022-02-09 07:18:55,067 - mmaction - INFO - Epoch [102][720/940] lr: 4.000e-02, eta: 2 days, 8:34:41, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7307, loss_cls: 2.1962, loss: 2.1962, grad_norm: 1.8536 2022-02-09 07:19:20,113 - mmaction - INFO - Epoch [102][740/940] lr: 4.000e-02, eta: 2 days, 8:34:02, time: 1.252, data_time: 0.079, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7295, loss_cls: 2.2118, loss: 2.2118, grad_norm: 1.8483 2022-02-09 07:19:45,342 - mmaction - INFO - Epoch [102][760/940] lr: 4.000e-02, eta: 2 days, 8:33:23, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7340, loss_cls: 2.1615, loss: 2.1615, grad_norm: 1.8385 2022-02-09 07:20:10,446 - mmaction - INFO - Epoch [102][780/940] lr: 4.000e-02, eta: 2 days, 8:32:44, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.4820, top5_acc: 0.7221, loss_cls: 2.2763, loss: 2.2763, grad_norm: 1.8732 2022-02-09 07:20:35,674 - mmaction - INFO - Epoch [102][800/940] lr: 4.000e-02, eta: 2 days, 8:32:05, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.4918, top5_acc: 0.7328, loss_cls: 2.2111, loss: 2.2111, grad_norm: 1.8570 2022-02-09 07:21:00,967 - mmaction - INFO - Epoch [102][820/940] lr: 4.000e-02, eta: 2 days, 8:31:27, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1401, loss: 2.1401, grad_norm: 1.8426 2022-02-09 07:21:25,968 - mmaction - INFO - Epoch [102][840/940] lr: 4.000e-02, eta: 2 days, 8:30:48, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7264, loss_cls: 2.2112, loss: 2.2112, grad_norm: 1.8810 2022-02-09 07:21:51,292 - mmaction - INFO - Epoch [102][860/940] lr: 4.000e-02, eta: 2 days, 8:30:09, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7328, loss_cls: 2.1789, loss: 2.1789, grad_norm: 1.8165 2022-02-09 07:22:16,629 - mmaction - INFO - Epoch [102][880/940] lr: 4.000e-02, eta: 2 days, 8:29:31, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.4787, top5_acc: 0.7244, loss_cls: 2.2642, loss: 2.2642, grad_norm: 1.8816 2022-02-09 07:22:41,616 - mmaction - INFO - Epoch [102][900/940] lr: 4.000e-02, eta: 2 days, 8:28:52, time: 1.249, data_time: 0.075, memory: 9488, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1403, loss: 2.1403, grad_norm: 1.8587 2022-02-09 07:23:06,721 - mmaction - INFO - Epoch [102][920/940] lr: 4.000e-02, eta: 2 days, 8:28:13, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.4912, top5_acc: 0.7314, loss_cls: 2.2037, loss: 2.2037, grad_norm: 1.9105 2022-02-09 07:23:30,616 - mmaction - INFO - Epoch [102][940/940] lr: 4.000e-02, eta: 2 days, 8:27:29, time: 1.195, data_time: 0.059, memory: 9488, top1_acc: 0.4880, top5_acc: 0.7265, loss_cls: 2.2463, loss: 2.2463, grad_norm: 1.8706 2022-02-09 07:26:00,883 - mmaction - INFO - Epoch [103][20/940] lr: 4.000e-02, eta: 2 days, 8:34:21, time: 7.404, data_time: 5.728, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7320, loss_cls: 2.1631, loss: 2.1631, grad_norm: 1.8400 2022-02-09 07:26:24,444 - mmaction - INFO - Epoch [103][40/940] lr: 4.000e-02, eta: 2 days, 8:33:36, time: 1.180, data_time: 0.050, memory: 9488, top1_acc: 0.4859, top5_acc: 0.7221, loss_cls: 2.2456, loss: 2.2456, grad_norm: 1.9056 2022-02-09 07:26:48,282 - mmaction - INFO - Epoch [103][60/940] lr: 4.000e-02, eta: 2 days, 8:32:52, time: 1.191, data_time: 0.046, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7410, loss_cls: 2.1401, loss: 2.1401, grad_norm: 1.8542 2022-02-09 07:27:12,588 - mmaction - INFO - Epoch [103][80/940] lr: 4.000e-02, eta: 2 days, 8:32:10, time: 1.215, data_time: 0.055, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7436, loss_cls: 2.1569, loss: 2.1569, grad_norm: 1.8779 2022-02-09 07:27:37,147 - mmaction - INFO - Epoch [103][100/940] lr: 4.000e-02, eta: 2 days, 8:31:29, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.4918, top5_acc: 0.7311, loss_cls: 2.2067, loss: 2.2067, grad_norm: 1.8940 2022-02-09 07:28:01,690 - mmaction - INFO - Epoch [103][120/940] lr: 4.000e-02, eta: 2 days, 8:30:47, time: 1.228, data_time: 0.066, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7277, loss_cls: 2.1931, loss: 2.1931, grad_norm: 1.9135 2022-02-09 07:28:26,541 - mmaction - INFO - Epoch [103][140/940] lr: 4.000e-02, eta: 2 days, 8:30:07, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.4895, top5_acc: 0.7340, loss_cls: 2.1943, loss: 2.1943, grad_norm: 1.9240 2022-02-09 07:28:51,488 - mmaction - INFO - Epoch [103][160/940] lr: 4.000e-02, eta: 2 days, 8:29:28, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7387, loss_cls: 2.1848, loss: 2.1848, grad_norm: 1.8820 2022-02-09 07:29:16,572 - mmaction - INFO - Epoch [103][180/940] lr: 4.000e-02, eta: 2 days, 8:28:48, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.4953, top5_acc: 0.7299, loss_cls: 2.2205, loss: 2.2205, grad_norm: 1.8984 2022-02-09 07:29:41,317 - mmaction - INFO - Epoch [103][200/940] lr: 4.000e-02, eta: 2 days, 8:28:08, time: 1.237, data_time: 0.073, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1088, loss: 2.1088, grad_norm: 1.8626 2022-02-09 07:30:06,327 - mmaction - INFO - Epoch [103][220/940] lr: 4.000e-02, eta: 2 days, 8:27:28, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7416, loss_cls: 2.1360, loss: 2.1360, grad_norm: 1.8622 2022-02-09 07:30:31,483 - mmaction - INFO - Epoch [103][240/940] lr: 4.000e-02, eta: 2 days, 8:26:50, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7275, loss_cls: 2.2122, loss: 2.2122, grad_norm: 1.9292 2022-02-09 07:30:56,641 - mmaction - INFO - Epoch [103][260/940] lr: 4.000e-02, eta: 2 days, 8:26:11, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.4871, top5_acc: 0.7271, loss_cls: 2.2081, loss: 2.2081, grad_norm: 1.9270 2022-02-09 07:31:21,917 - mmaction - INFO - Epoch [103][280/940] lr: 4.000e-02, eta: 2 days, 8:25:32, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7354, loss_cls: 2.1691, loss: 2.1691, grad_norm: 1.8636 2022-02-09 07:31:46,716 - mmaction - INFO - Epoch [103][300/940] lr: 4.000e-02, eta: 2 days, 8:24:52, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.5018, top5_acc: 0.7344, loss_cls: 2.1634, loss: 2.1634, grad_norm: 1.8872 2022-02-09 07:32:11,661 - mmaction - INFO - Epoch [103][320/940] lr: 4.000e-02, eta: 2 days, 8:24:12, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7422, loss_cls: 2.1805, loss: 2.1805, grad_norm: 1.9076 2022-02-09 07:32:36,731 - mmaction - INFO - Epoch [103][340/940] lr: 4.000e-02, eta: 2 days, 8:23:33, time: 1.253, data_time: 0.057, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7455, loss_cls: 2.1557, loss: 2.1557, grad_norm: 1.8975 2022-02-09 07:33:01,921 - mmaction - INFO - Epoch [103][360/940] lr: 4.000e-02, eta: 2 days, 8:22:54, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7289, loss_cls: 2.2156, loss: 2.2156, grad_norm: 1.9499 2022-02-09 07:33:27,050 - mmaction - INFO - Epoch [103][380/940] lr: 4.000e-02, eta: 2 days, 8:22:16, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7391, loss_cls: 2.1810, loss: 2.1810, grad_norm: 1.9420 2022-02-09 07:33:52,204 - mmaction - INFO - Epoch [103][400/940] lr: 4.000e-02, eta: 2 days, 8:21:37, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7395, loss_cls: 2.1472, loss: 2.1472, grad_norm: 1.9007 2022-02-09 07:34:16,972 - mmaction - INFO - Epoch [103][420/940] lr: 4.000e-02, eta: 2 days, 8:20:57, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7240, loss_cls: 2.2049, loss: 2.2049, grad_norm: 1.8912 2022-02-09 07:34:42,021 - mmaction - INFO - Epoch [103][440/940] lr: 4.000e-02, eta: 2 days, 8:20:17, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7355, loss_cls: 2.2071, loss: 2.2071, grad_norm: 1.9256 2022-02-09 07:35:07,204 - mmaction - INFO - Epoch [103][460/940] lr: 4.000e-02, eta: 2 days, 8:19:39, time: 1.259, data_time: 0.061, memory: 9488, top1_acc: 0.4898, top5_acc: 0.7418, loss_cls: 2.1863, loss: 2.1863, grad_norm: 1.9151 2022-02-09 07:35:32,245 - mmaction - INFO - Epoch [103][480/940] lr: 4.000e-02, eta: 2 days, 8:19:00, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7357, loss_cls: 2.1763, loss: 2.1763, grad_norm: 1.8893 2022-02-09 07:35:57,434 - mmaction - INFO - Epoch [103][500/940] lr: 4.000e-02, eta: 2 days, 8:18:21, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.4930, top5_acc: 0.7221, loss_cls: 2.2297, loss: 2.2297, grad_norm: 1.9264 2022-02-09 07:36:22,280 - mmaction - INFO - Epoch [103][520/940] lr: 4.000e-02, eta: 2 days, 8:17:41, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7416, loss_cls: 2.1835, loss: 2.1835, grad_norm: 1.8997 2022-02-09 07:36:47,334 - mmaction - INFO - Epoch [103][540/940] lr: 4.000e-02, eta: 2 days, 8:17:02, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7314, loss_cls: 2.1747, loss: 2.1747, grad_norm: 1.9031 2022-02-09 07:37:12,748 - mmaction - INFO - Epoch [103][560/940] lr: 4.000e-02, eta: 2 days, 8:16:24, time: 1.271, data_time: 0.062, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7523, loss_cls: 2.1201, loss: 2.1201, grad_norm: 1.9311 2022-02-09 07:37:37,497 - mmaction - INFO - Epoch [103][580/940] lr: 4.000e-02, eta: 2 days, 8:15:44, time: 1.237, data_time: 0.059, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1567, loss: 2.1567, grad_norm: 1.9359 2022-02-09 07:38:02,662 - mmaction - INFO - Epoch [103][600/940] lr: 4.000e-02, eta: 2 days, 8:15:05, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7436, loss_cls: 2.1355, loss: 2.1355, grad_norm: 1.9108 2022-02-09 07:38:27,972 - mmaction - INFO - Epoch [103][620/940] lr: 4.000e-02, eta: 2 days, 8:14:27, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.4904, top5_acc: 0.7279, loss_cls: 2.2210, loss: 2.2210, grad_norm: 1.9345 2022-02-09 07:38:53,094 - mmaction - INFO - Epoch [103][640/940] lr: 4.000e-02, eta: 2 days, 8:13:49, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7420, loss_cls: 2.1780, loss: 2.1780, grad_norm: 1.9122 2022-02-09 07:39:18,157 - mmaction - INFO - Epoch [103][660/940] lr: 4.000e-02, eta: 2 days, 8:13:10, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7365, loss_cls: 2.1969, loss: 2.1969, grad_norm: 1.9284 2022-02-09 07:39:43,325 - mmaction - INFO - Epoch [103][680/940] lr: 4.000e-02, eta: 2 days, 8:12:31, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7316, loss_cls: 2.1626, loss: 2.1626, grad_norm: 1.8727 2022-02-09 07:40:08,531 - mmaction - INFO - Epoch [103][700/940] lr: 4.000e-02, eta: 2 days, 8:11:53, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.4861, top5_acc: 0.7295, loss_cls: 2.2206, loss: 2.2206, grad_norm: 1.9301 2022-02-09 07:40:33,447 - mmaction - INFO - Epoch [103][720/940] lr: 4.000e-02, eta: 2 days, 8:11:13, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.4869, top5_acc: 0.7332, loss_cls: 2.2143, loss: 2.2143, grad_norm: 1.9129 2022-02-09 07:40:58,590 - mmaction - INFO - Epoch [103][740/940] lr: 4.000e-02, eta: 2 days, 8:10:35, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.4924, top5_acc: 0.7256, loss_cls: 2.2216, loss: 2.2216, grad_norm: 1.8893 2022-02-09 07:41:24,051 - mmaction - INFO - Epoch [103][760/940] lr: 4.000e-02, eta: 2 days, 8:09:57, time: 1.273, data_time: 0.070, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7371, loss_cls: 2.1820, loss: 2.1820, grad_norm: 1.9075 2022-02-09 07:41:49,197 - mmaction - INFO - Epoch [103][780/940] lr: 4.000e-02, eta: 2 days, 8:09:18, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.4885, top5_acc: 0.7330, loss_cls: 2.2154, loss: 2.2154, grad_norm: 1.9310 2022-02-09 07:42:14,285 - mmaction - INFO - Epoch [103][800/940] lr: 4.000e-02, eta: 2 days, 8:08:40, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.4844, top5_acc: 0.7268, loss_cls: 2.2535, loss: 2.2535, grad_norm: 1.9264 2022-02-09 07:42:39,601 - mmaction - INFO - Epoch [103][820/940] lr: 4.000e-02, eta: 2 days, 8:08:02, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.4939, top5_acc: 0.7377, loss_cls: 2.1851, loss: 2.1851, grad_norm: 1.9070 2022-02-09 07:43:04,601 - mmaction - INFO - Epoch [103][840/940] lr: 4.000e-02, eta: 2 days, 8:07:23, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7355, loss_cls: 2.1788, loss: 2.1788, grad_norm: 1.9087 2022-02-09 07:43:29,728 - mmaction - INFO - Epoch [103][860/940] lr: 4.000e-02, eta: 2 days, 8:06:44, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7295, loss_cls: 2.1969, loss: 2.1969, grad_norm: 1.9114 2022-02-09 07:43:54,697 - mmaction - INFO - Epoch [103][880/940] lr: 4.000e-02, eta: 2 days, 8:06:05, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7322, loss_cls: 2.1771, loss: 2.1771, grad_norm: 1.8796 2022-02-09 07:44:19,924 - mmaction - INFO - Epoch [103][900/940] lr: 4.000e-02, eta: 2 days, 8:05:27, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7375, loss_cls: 2.1605, loss: 2.1605, grad_norm: 1.9386 2022-02-09 07:44:45,368 - mmaction - INFO - Epoch [103][920/940] lr: 4.000e-02, eta: 2 days, 8:04:49, time: 1.272, data_time: 0.071, memory: 9488, top1_acc: 0.4934, top5_acc: 0.7330, loss_cls: 2.1887, loss: 2.1887, grad_norm: 1.9118 2022-02-09 07:45:09,377 - mmaction - INFO - Epoch [103][940/940] lr: 4.000e-02, eta: 2 days, 8:04:07, time: 1.201, data_time: 0.056, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7372, loss_cls: 2.2010, loss: 2.2010, grad_norm: 1.9453 2022-02-09 07:48:19,264 - mmaction - INFO - Epoch [104][20/940] lr: 4.000e-02, eta: 2 days, 8:12:54, time: 9.206, data_time: 7.096, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7340, loss_cls: 2.1531, loss: 2.1531, grad_norm: 1.9061 2022-02-09 07:48:42,758 - mmaction - INFO - Epoch [104][40/940] lr: 4.000e-02, eta: 2 days, 8:12:09, time: 1.176, data_time: 0.049, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7297, loss_cls: 2.1907, loss: 2.1907, grad_norm: 1.9013 2022-02-09 07:49:06,681 - mmaction - INFO - Epoch [104][60/940] lr: 4.000e-02, eta: 2 days, 8:11:26, time: 1.195, data_time: 0.051, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7348, loss_cls: 2.1553, loss: 2.1553, grad_norm: 1.9017 2022-02-09 07:49:31,070 - mmaction - INFO - Epoch [104][80/940] lr: 4.000e-02, eta: 2 days, 8:10:44, time: 1.219, data_time: 0.055, memory: 9488, top1_acc: 0.4938, top5_acc: 0.7361, loss_cls: 2.1783, loss: 2.1783, grad_norm: 1.9188 2022-02-09 07:49:55,605 - mmaction - INFO - Epoch [104][100/940] lr: 4.000e-02, eta: 2 days, 8:10:03, time: 1.227, data_time: 0.061, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7480, loss_cls: 2.1442, loss: 2.1442, grad_norm: 1.9204 2022-02-09 07:50:20,331 - mmaction - INFO - Epoch [104][120/940] lr: 4.000e-02, eta: 2 days, 8:09:23, time: 1.236, data_time: 0.057, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7332, loss_cls: 2.1549, loss: 2.1549, grad_norm: 1.9208 2022-02-09 07:50:45,163 - mmaction - INFO - Epoch [104][140/940] lr: 4.000e-02, eta: 2 days, 8:08:43, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7463, loss_cls: 2.1366, loss: 2.1366, grad_norm: 1.9267 2022-02-09 07:51:09,928 - mmaction - INFO - Epoch [104][160/940] lr: 4.000e-02, eta: 2 days, 8:08:03, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7398, loss_cls: 2.1361, loss: 2.1361, grad_norm: 1.9095 2022-02-09 07:51:34,959 - mmaction - INFO - Epoch [104][180/940] lr: 4.000e-02, eta: 2 days, 8:07:24, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1478, loss: 2.1478, grad_norm: 1.9289 2022-02-09 07:51:59,794 - mmaction - INFO - Epoch [104][200/940] lr: 4.000e-02, eta: 2 days, 8:06:44, time: 1.242, data_time: 0.055, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.1816, loss: 2.1816, grad_norm: 1.9613 2022-02-09 07:52:24,888 - mmaction - INFO - Epoch [104][220/940] lr: 4.000e-02, eta: 2 days, 8:06:05, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7352, loss_cls: 2.2081, loss: 2.2081, grad_norm: 1.9654 2022-02-09 07:52:49,885 - mmaction - INFO - Epoch [104][240/940] lr: 4.000e-02, eta: 2 days, 8:05:26, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7371, loss_cls: 2.1557, loss: 2.1557, grad_norm: 1.9398 2022-02-09 07:53:15,053 - mmaction - INFO - Epoch [104][260/940] lr: 4.000e-02, eta: 2 days, 8:04:48, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.4957, top5_acc: 0.7277, loss_cls: 2.2117, loss: 2.2117, grad_norm: 1.9677 2022-02-09 07:53:40,049 - mmaction - INFO - Epoch [104][280/940] lr: 4.000e-02, eta: 2 days, 8:04:09, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.4926, top5_acc: 0.7352, loss_cls: 2.1748, loss: 2.1748, grad_norm: 1.9486 2022-02-09 07:54:05,104 - mmaction - INFO - Epoch [104][300/940] lr: 4.000e-02, eta: 2 days, 8:03:30, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7363, loss_cls: 2.1631, loss: 2.1631, grad_norm: 1.9562 2022-02-09 07:54:30,222 - mmaction - INFO - Epoch [104][320/940] lr: 4.000e-02, eta: 2 days, 8:02:51, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7359, loss_cls: 2.1797, loss: 2.1797, grad_norm: 1.9772 2022-02-09 07:54:55,278 - mmaction - INFO - Epoch [104][340/940] lr: 4.000e-02, eta: 2 days, 8:02:12, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7305, loss_cls: 2.1904, loss: 2.1904, grad_norm: 1.9358 2022-02-09 07:55:20,673 - mmaction - INFO - Epoch [104][360/940] lr: 4.000e-02, eta: 2 days, 8:01:34, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7326, loss_cls: 2.2023, loss: 2.2023, grad_norm: 1.9185 2022-02-09 07:55:46,047 - mmaction - INFO - Epoch [104][380/940] lr: 4.000e-02, eta: 2 days, 8:00:57, time: 1.270, data_time: 0.063, memory: 9488, top1_acc: 0.4939, top5_acc: 0.7338, loss_cls: 2.1748, loss: 2.1748, grad_norm: 1.9085 2022-02-09 07:56:11,267 - mmaction - INFO - Epoch [104][400/940] lr: 4.000e-02, eta: 2 days, 8:00:18, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7420, loss_cls: 2.1392, loss: 2.1392, grad_norm: 1.9514 2022-02-09 07:56:36,676 - mmaction - INFO - Epoch [104][420/940] lr: 4.000e-02, eta: 2 days, 7:59:41, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7363, loss_cls: 2.1626, loss: 2.1626, grad_norm: 1.9153 2022-02-09 07:57:02,050 - mmaction - INFO - Epoch [104][440/940] lr: 4.000e-02, eta: 2 days, 7:59:03, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7480, loss_cls: 2.1203, loss: 2.1203, grad_norm: 1.9506 2022-02-09 07:57:27,288 - mmaction - INFO - Epoch [104][460/940] lr: 4.000e-02, eta: 2 days, 7:58:25, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7340, loss_cls: 2.1888, loss: 2.1888, grad_norm: 1.9572 2022-02-09 07:57:52,586 - mmaction - INFO - Epoch [104][480/940] lr: 4.000e-02, eta: 2 days, 7:57:47, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.4920, top5_acc: 0.7275, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.0013 2022-02-09 07:58:17,907 - mmaction - INFO - Epoch [104][500/940] lr: 4.000e-02, eta: 2 days, 7:57:09, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.4973, top5_acc: 0.7320, loss_cls: 2.2075, loss: 2.2075, grad_norm: 2.0010 2022-02-09 07:58:42,951 - mmaction - INFO - Epoch [104][520/940] lr: 4.000e-02, eta: 2 days, 7:56:30, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7434, loss_cls: 2.1186, loss: 2.1186, grad_norm: 1.9270 2022-02-09 07:59:08,351 - mmaction - INFO - Epoch [104][540/940] lr: 4.000e-02, eta: 2 days, 7:55:52, time: 1.270, data_time: 0.068, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7324, loss_cls: 2.1931, loss: 2.1931, grad_norm: 1.9368 2022-02-09 07:59:33,361 - mmaction - INFO - Epoch [104][560/940] lr: 4.000e-02, eta: 2 days, 7:55:14, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7334, loss_cls: 2.1828, loss: 2.1828, grad_norm: 1.9606 2022-02-09 07:59:58,665 - mmaction - INFO - Epoch [104][580/940] lr: 4.000e-02, eta: 2 days, 7:54:36, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7381, loss_cls: 2.1545, loss: 2.1545, grad_norm: 1.9607 2022-02-09 08:00:23,738 - mmaction - INFO - Epoch [104][600/940] lr: 4.000e-02, eta: 2 days, 7:53:57, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.4850, top5_acc: 0.7307, loss_cls: 2.2112, loss: 2.2112, grad_norm: 1.9926 2022-02-09 08:00:48,723 - mmaction - INFO - Epoch [104][620/940] lr: 4.000e-02, eta: 2 days, 7:53:18, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7424, loss_cls: 2.1568, loss: 2.1568, grad_norm: 1.9765 2022-02-09 08:01:13,928 - mmaction - INFO - Epoch [104][640/940] lr: 4.000e-02, eta: 2 days, 7:52:40, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.4895, top5_acc: 0.7285, loss_cls: 2.2109, loss: 2.2109, grad_norm: 1.9894 2022-02-09 08:01:39,137 - mmaction - INFO - Epoch [104][660/940] lr: 4.000e-02, eta: 2 days, 7:52:02, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.4873, top5_acc: 0.7334, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.0063 2022-02-09 08:02:04,110 - mmaction - INFO - Epoch [104][680/940] lr: 4.000e-02, eta: 2 days, 7:51:23, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7389, loss_cls: 2.1689, loss: 2.1689, grad_norm: 1.9952 2022-02-09 08:02:29,055 - mmaction - INFO - Epoch [104][700/940] lr: 4.000e-02, eta: 2 days, 7:50:44, time: 1.247, data_time: 0.059, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7377, loss_cls: 2.1553, loss: 2.1553, grad_norm: 1.9536 2022-02-09 08:02:54,232 - mmaction - INFO - Epoch [104][720/940] lr: 4.000e-02, eta: 2 days, 7:50:05, time: 1.259, data_time: 0.056, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7465, loss_cls: 2.1323, loss: 2.1323, grad_norm: 1.9856 2022-02-09 08:03:19,446 - mmaction - INFO - Epoch [104][740/940] lr: 4.000e-02, eta: 2 days, 7:49:27, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7508, loss_cls: 2.1327, loss: 2.1327, grad_norm: 1.9722 2022-02-09 08:03:44,601 - mmaction - INFO - Epoch [104][760/940] lr: 4.000e-02, eta: 2 days, 7:48:49, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7332, loss_cls: 2.1714, loss: 2.1714, grad_norm: 1.9603 2022-02-09 08:04:09,627 - mmaction - INFO - Epoch [104][780/940] lr: 4.000e-02, eta: 2 days, 7:48:10, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7328, loss_cls: 2.1871, loss: 2.1871, grad_norm: 1.9742 2022-02-09 08:04:34,261 - mmaction - INFO - Epoch [104][800/940] lr: 4.000e-02, eta: 2 days, 7:47:30, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7412, loss_cls: 2.1506, loss: 2.1506, grad_norm: 1.9606 2022-02-09 08:04:59,726 - mmaction - INFO - Epoch [104][820/940] lr: 4.000e-02, eta: 2 days, 7:46:53, time: 1.274, data_time: 0.061, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7287, loss_cls: 2.1927, loss: 2.1927, grad_norm: 1.9811 2022-02-09 08:05:24,937 - mmaction - INFO - Epoch [104][840/940] lr: 4.000e-02, eta: 2 days, 7:46:15, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7387, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.0125 2022-02-09 08:05:50,431 - mmaction - INFO - Epoch [104][860/940] lr: 4.000e-02, eta: 2 days, 7:45:38, time: 1.274, data_time: 0.066, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7342, loss_cls: 2.2019, loss: 2.2019, grad_norm: 1.9876 2022-02-09 08:06:15,392 - mmaction - INFO - Epoch [104][880/940] lr: 4.000e-02, eta: 2 days, 7:44:59, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2080, loss: 2.2080, grad_norm: 1.9989 2022-02-09 08:06:40,210 - mmaction - INFO - Epoch [104][900/940] lr: 4.000e-02, eta: 2 days, 7:44:20, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.4873, top5_acc: 0.7295, loss_cls: 2.2199, loss: 2.2199, grad_norm: 2.0540 2022-02-09 08:07:05,161 - mmaction - INFO - Epoch [104][920/940] lr: 4.000e-02, eta: 2 days, 7:43:41, time: 1.247, data_time: 0.055, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7369, loss_cls: 2.1799, loss: 2.1799, grad_norm: 1.9768 2022-02-09 08:07:28,846 - mmaction - INFO - Epoch [104][940/940] lr: 4.000e-02, eta: 2 days, 7:42:57, time: 1.185, data_time: 0.059, memory: 9488, top1_acc: 0.4799, top5_acc: 0.7206, loss_cls: 2.2951, loss: 2.2951, grad_norm: 1.9949 2022-02-09 08:11:01,143 - mmaction - INFO - Epoch [105][20/940] lr: 4.000e-02, eta: 2 days, 7:52:24, time: 10.017, data_time: 8.208, memory: 9488, top1_acc: 0.5047, top5_acc: 0.7432, loss_cls: 2.1189, loss: 2.1189, grad_norm: 1.9476 2022-02-09 08:11:24,678 - mmaction - INFO - Epoch [105][40/940] lr: 4.000e-02, eta: 2 days, 7:51:40, time: 1.177, data_time: 0.048, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7355, loss_cls: 2.1693, loss: 2.1693, grad_norm: 1.9730 2022-02-09 08:11:48,387 - mmaction - INFO - Epoch [105][60/940] lr: 4.000e-02, eta: 2 days, 7:50:56, time: 1.185, data_time: 0.044, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7389, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.0019 2022-02-09 08:12:12,515 - mmaction - INFO - Epoch [105][80/940] lr: 4.000e-02, eta: 2 days, 7:50:14, time: 1.206, data_time: 0.047, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7482, loss_cls: 2.1394, loss: 2.1394, grad_norm: 1.9915 2022-02-09 08:12:36,953 - mmaction - INFO - Epoch [105][100/940] lr: 4.000e-02, eta: 2 days, 7:49:34, time: 1.222, data_time: 0.057, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7402, loss_cls: 2.1498, loss: 2.1498, grad_norm: 1.9608 2022-02-09 08:13:01,518 - mmaction - INFO - Epoch [105][120/940] lr: 4.000e-02, eta: 2 days, 7:48:53, time: 1.228, data_time: 0.052, memory: 9488, top1_acc: 0.4926, top5_acc: 0.7270, loss_cls: 2.1952, loss: 2.1952, grad_norm: 1.9917 2022-02-09 08:13:26,203 - mmaction - INFO - Epoch [105][140/940] lr: 4.000e-02, eta: 2 days, 7:48:13, time: 1.235, data_time: 0.059, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7363, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.0233 2022-02-09 08:13:50,987 - mmaction - INFO - Epoch [105][160/940] lr: 4.000e-02, eta: 2 days, 7:47:33, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.1867, loss: 2.1867, grad_norm: 1.9935 2022-02-09 08:14:15,961 - mmaction - INFO - Epoch [105][180/940] lr: 4.000e-02, eta: 2 days, 7:46:54, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7346, loss_cls: 2.2038, loss: 2.2038, grad_norm: 1.9853 2022-02-09 08:14:40,895 - mmaction - INFO - Epoch [105][200/940] lr: 4.000e-02, eta: 2 days, 7:46:15, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.5018, top5_acc: 0.7406, loss_cls: 2.1482, loss: 2.1482, grad_norm: 1.9889 2022-02-09 08:15:05,882 - mmaction - INFO - Epoch [105][220/940] lr: 4.000e-02, eta: 2 days, 7:45:36, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7293, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.0201 2022-02-09 08:15:30,686 - mmaction - INFO - Epoch [105][240/940] lr: 4.000e-02, eta: 2 days, 7:44:56, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7389, loss_cls: 2.1394, loss: 2.1394, grad_norm: 1.9957 2022-02-09 08:15:55,476 - mmaction - INFO - Epoch [105][260/940] lr: 4.000e-02, eta: 2 days, 7:44:17, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.4879, top5_acc: 0.7213, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.0264 2022-02-09 08:16:20,500 - mmaction - INFO - Epoch [105][280/940] lr: 4.000e-02, eta: 2 days, 7:43:38, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1898, loss: 2.1898, grad_norm: 1.9962 2022-02-09 08:16:45,385 - mmaction - INFO - Epoch [105][300/940] lr: 4.000e-02, eta: 2 days, 7:42:59, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7400, loss_cls: 2.0909, loss: 2.0909, grad_norm: 1.9819 2022-02-09 08:17:10,179 - mmaction - INFO - Epoch [105][320/940] lr: 4.000e-02, eta: 2 days, 7:42:19, time: 1.239, data_time: 0.056, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7420, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.0175 2022-02-09 08:17:35,082 - mmaction - INFO - Epoch [105][340/940] lr: 4.000e-02, eta: 2 days, 7:41:40, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.4943, top5_acc: 0.7375, loss_cls: 2.1887, loss: 2.1887, grad_norm: 2.0191 2022-02-09 08:18:00,198 - mmaction - INFO - Epoch [105][360/940] lr: 4.000e-02, eta: 2 days, 7:41:02, time: 1.256, data_time: 0.056, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7225, loss_cls: 2.2078, loss: 2.2078, grad_norm: 2.0259 2022-02-09 08:18:25,647 - mmaction - INFO - Epoch [105][380/940] lr: 4.000e-02, eta: 2 days, 7:40:24, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7359, loss_cls: 2.1351, loss: 2.1351, grad_norm: 1.9807 2022-02-09 08:18:50,516 - mmaction - INFO - Epoch [105][400/940] lr: 4.000e-02, eta: 2 days, 7:39:45, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7350, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.0177 2022-02-09 08:19:15,290 - mmaction - INFO - Epoch [105][420/940] lr: 4.000e-02, eta: 2 days, 7:39:05, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7264, loss_cls: 2.2012, loss: 2.2012, grad_norm: 2.0485 2022-02-09 08:19:40,540 - mmaction - INFO - Epoch [105][440/940] lr: 4.000e-02, eta: 2 days, 7:38:28, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7350, loss_cls: 2.1902, loss: 2.1902, grad_norm: 2.0155 2022-02-09 08:20:05,835 - mmaction - INFO - Epoch [105][460/940] lr: 4.000e-02, eta: 2 days, 7:37:50, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7404, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.0166 2022-02-09 08:20:31,201 - mmaction - INFO - Epoch [105][480/940] lr: 4.000e-02, eta: 2 days, 7:37:12, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.1995, loss: 2.1995, grad_norm: 2.0552 2022-02-09 08:20:56,269 - mmaction - INFO - Epoch [105][500/940] lr: 4.000e-02, eta: 2 days, 7:36:34, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7395, loss_cls: 2.1658, loss: 2.1658, grad_norm: 1.9879 2022-02-09 08:21:21,267 - mmaction - INFO - Epoch [105][520/940] lr: 4.000e-02, eta: 2 days, 7:35:55, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1421, loss: 2.1421, grad_norm: 1.9924 2022-02-09 08:21:46,321 - mmaction - INFO - Epoch [105][540/940] lr: 4.000e-02, eta: 2 days, 7:35:16, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1836, loss: 2.1836, grad_norm: 2.0716 2022-02-09 08:22:11,592 - mmaction - INFO - Epoch [105][560/940] lr: 4.000e-02, eta: 2 days, 7:34:39, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7328, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.0284 2022-02-09 08:22:36,850 - mmaction - INFO - Epoch [105][580/940] lr: 4.000e-02, eta: 2 days, 7:34:01, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7379, loss_cls: 2.1999, loss: 2.1999, grad_norm: 2.0657 2022-02-09 08:23:02,013 - mmaction - INFO - Epoch [105][600/940] lr: 4.000e-02, eta: 2 days, 7:33:23, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7365, loss_cls: 2.1722, loss: 2.1722, grad_norm: 2.0447 2022-02-09 08:23:27,205 - mmaction - INFO - Epoch [105][620/940] lr: 4.000e-02, eta: 2 days, 7:32:45, time: 1.260, data_time: 0.078, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7285, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.0163 2022-02-09 08:23:52,419 - mmaction - INFO - Epoch [105][640/940] lr: 4.000e-02, eta: 2 days, 7:32:07, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7326, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.0175 2022-02-09 08:24:17,480 - mmaction - INFO - Epoch [105][660/940] lr: 4.000e-02, eta: 2 days, 7:31:28, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.4957, top5_acc: 0.7357, loss_cls: 2.1795, loss: 2.1795, grad_norm: 2.0126 2022-02-09 08:24:42,762 - mmaction - INFO - Epoch [105][680/940] lr: 4.000e-02, eta: 2 days, 7:30:51, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7416, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.0317 2022-02-09 08:25:07,988 - mmaction - INFO - Epoch [105][700/940] lr: 4.000e-02, eta: 2 days, 7:30:13, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.4918, top5_acc: 0.7373, loss_cls: 2.1683, loss: 2.1683, grad_norm: 2.0043 2022-02-09 08:25:33,255 - mmaction - INFO - Epoch [105][720/940] lr: 4.000e-02, eta: 2 days, 7:29:35, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7330, loss_cls: 2.2127, loss: 2.2127, grad_norm: 2.0125 2022-02-09 08:25:58,495 - mmaction - INFO - Epoch [105][740/940] lr: 4.000e-02, eta: 2 days, 7:28:57, time: 1.262, data_time: 0.079, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7348, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.0276 2022-02-09 08:26:23,620 - mmaction - INFO - Epoch [105][760/940] lr: 4.000e-02, eta: 2 days, 7:28:19, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7365, loss_cls: 2.1798, loss: 2.1798, grad_norm: 2.0544 2022-02-09 08:26:48,824 - mmaction - INFO - Epoch [105][780/940] lr: 4.000e-02, eta: 2 days, 7:27:41, time: 1.260, data_time: 0.081, memory: 9488, top1_acc: 0.4893, top5_acc: 0.7330, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.0609 2022-02-09 08:27:13,986 - mmaction - INFO - Epoch [105][800/940] lr: 4.000e-02, eta: 2 days, 7:27:03, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.4965, top5_acc: 0.7385, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.0359 2022-02-09 08:27:38,866 - mmaction - INFO - Epoch [105][820/940] lr: 4.000e-02, eta: 2 days, 7:26:24, time: 1.245, data_time: 0.074, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7496, loss_cls: 2.1412, loss: 2.1412, grad_norm: 2.0537 2022-02-09 08:28:04,278 - mmaction - INFO - Epoch [105][840/940] lr: 4.000e-02, eta: 2 days, 7:25:47, time: 1.270, data_time: 0.071, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.0567 2022-02-09 08:28:29,597 - mmaction - INFO - Epoch [105][860/940] lr: 4.000e-02, eta: 2 days, 7:25:10, time: 1.266, data_time: 0.081, memory: 9488, top1_acc: 0.4906, top5_acc: 0.7355, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.0899 2022-02-09 08:28:55,017 - mmaction - INFO - Epoch [105][880/940] lr: 4.000e-02, eta: 2 days, 7:24:33, time: 1.271, data_time: 0.082, memory: 9488, top1_acc: 0.4893, top5_acc: 0.7334, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.0435 2022-02-09 08:29:20,340 - mmaction - INFO - Epoch [105][900/940] lr: 4.000e-02, eta: 2 days, 7:23:55, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7385, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.0635 2022-02-09 08:29:45,590 - mmaction - INFO - Epoch [105][920/940] lr: 4.000e-02, eta: 2 days, 7:23:18, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.5000, top5_acc: 0.7387, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.0360 2022-02-09 08:30:09,275 - mmaction - INFO - Epoch [105][940/940] lr: 4.000e-02, eta: 2 days, 7:22:35, time: 1.185, data_time: 0.062, memory: 9488, top1_acc: 0.4925, top5_acc: 0.7338, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.0305 2022-02-09 08:30:13,425 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 08:30:13,429 - mmaction - INFO - 110 BN found 2022-02-09 08:34:04,085 - mmaction - INFO - BN stats updated 2022-02-09 08:34:06,088 - mmaction - INFO - Saving checkpoint at 105 epochs 2022-02-09 08:36:57,689 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 08:36:58,448 - mmaction - INFO - top1_acc 0.5689 top5_acc 0.8183 2022-02-09 08:36:58,449 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 08:36:58,502 - mmaction - INFO - mean_acc 0.5689 2022-02-09 08:36:58,604 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_100.pth was removed 2022-02-09 08:37:00,185 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_105.pth. 2022-02-09 08:37:00,186 - mmaction - INFO - Best top1_acc is 0.5689 at 105 epoch. 2022-02-09 08:37:00,195 - mmaction - INFO - Epoch(val) [105][78] top1_acc: 0.5689, top5_acc: 0.8183, mean_class_accuracy: 0.5689 2022-02-09 08:39:28,798 - mmaction - INFO - Epoch [106][20/940] lr: 4.000e-02, eta: 2 days, 7:28:51, time: 7.429, data_time: 5.650, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7342, loss_cls: 2.1805, loss: 2.1805, grad_norm: 2.0548 2022-02-09 08:39:52,295 - mmaction - INFO - Epoch [106][40/940] lr: 4.000e-02, eta: 2 days, 7:28:07, time: 1.175, data_time: 0.054, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7430, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.0340 2022-02-09 08:40:15,901 - mmaction - INFO - Epoch [106][60/940] lr: 4.000e-02, eta: 2 days, 7:27:24, time: 1.181, data_time: 0.050, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7455, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.0435 2022-02-09 08:40:39,759 - mmaction - INFO - Epoch [106][80/940] lr: 4.000e-02, eta: 2 days, 7:26:41, time: 1.192, data_time: 0.043, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7381, loss_cls: 2.1586, loss: 2.1586, grad_norm: 2.0320 2022-02-09 08:41:04,004 - mmaction - INFO - Epoch [106][100/940] lr: 4.000e-02, eta: 2 days, 7:26:00, time: 1.213, data_time: 0.048, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7367, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.0871 2022-02-09 08:41:28,230 - mmaction - INFO - Epoch [106][120/940] lr: 4.000e-02, eta: 2 days, 7:25:19, time: 1.211, data_time: 0.048, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7422, loss_cls: 2.1564, loss: 2.1564, grad_norm: 2.0264 2022-02-09 08:41:52,735 - mmaction - INFO - Epoch [106][140/940] lr: 4.000e-02, eta: 2 days, 7:24:38, time: 1.225, data_time: 0.054, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7336, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.0390 2022-02-09 08:42:17,424 - mmaction - INFO - Epoch [106][160/940] lr: 4.000e-02, eta: 2 days, 7:23:59, time: 1.235, data_time: 0.058, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7338, loss_cls: 2.1685, loss: 2.1685, grad_norm: 2.0152 2022-02-09 08:42:42,073 - mmaction - INFO - Epoch [106][180/940] lr: 4.000e-02, eta: 2 days, 7:23:19, time: 1.233, data_time: 0.054, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7455, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.0535 2022-02-09 08:43:06,703 - mmaction - INFO - Epoch [106][200/940] lr: 4.000e-02, eta: 2 days, 7:22:39, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7490, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.0511 2022-02-09 08:43:31,699 - mmaction - INFO - Epoch [106][220/940] lr: 4.000e-02, eta: 2 days, 7:22:01, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7328, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.0472 2022-02-09 08:43:56,461 - mmaction - INFO - Epoch [106][240/940] lr: 4.000e-02, eta: 2 days, 7:21:21, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7357, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.0737 2022-02-09 08:44:21,382 - mmaction - INFO - Epoch [106][260/940] lr: 4.000e-02, eta: 2 days, 7:20:43, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7451, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.0608 2022-02-09 08:44:46,234 - mmaction - INFO - Epoch [106][280/940] lr: 4.000e-02, eta: 2 days, 7:20:04, time: 1.243, data_time: 0.060, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7516, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.0920 2022-02-09 08:45:11,105 - mmaction - INFO - Epoch [106][300/940] lr: 4.000e-02, eta: 2 days, 7:19:25, time: 1.243, data_time: 0.055, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7467, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.0621 2022-02-09 08:45:36,227 - mmaction - INFO - Epoch [106][320/940] lr: 4.000e-02, eta: 2 days, 7:18:46, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7344, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.0929 2022-02-09 08:46:01,373 - mmaction - INFO - Epoch [106][340/940] lr: 4.000e-02, eta: 2 days, 7:18:08, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7371, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.0603 2022-02-09 08:46:26,045 - mmaction - INFO - Epoch [106][360/940] lr: 4.000e-02, eta: 2 days, 7:17:29, time: 1.234, data_time: 0.072, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7357, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.0767 2022-02-09 08:46:50,973 - mmaction - INFO - Epoch [106][380/940] lr: 4.000e-02, eta: 2 days, 7:16:50, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7393, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.0710 2022-02-09 08:47:16,238 - mmaction - INFO - Epoch [106][400/940] lr: 4.000e-02, eta: 2 days, 7:16:13, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7295, loss_cls: 2.2033, loss: 2.2033, grad_norm: 2.0790 2022-02-09 08:47:41,582 - mmaction - INFO - Epoch [106][420/940] lr: 4.000e-02, eta: 2 days, 7:15:35, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.4998, top5_acc: 0.7293, loss_cls: 2.2003, loss: 2.2003, grad_norm: 2.0533 2022-02-09 08:48:06,577 - mmaction - INFO - Epoch [106][440/940] lr: 4.000e-02, eta: 2 days, 7:14:57, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7387, loss_cls: 2.1736, loss: 2.1736, grad_norm: 2.0869 2022-02-09 08:48:31,583 - mmaction - INFO - Epoch [106][460/940] lr: 4.000e-02, eta: 2 days, 7:14:19, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.4930, top5_acc: 0.7270, loss_cls: 2.2219, loss: 2.2219, grad_norm: 2.0835 2022-02-09 08:48:57,000 - mmaction - INFO - Epoch [106][480/940] lr: 4.000e-02, eta: 2 days, 7:13:41, time: 1.271, data_time: 0.076, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7250, loss_cls: 2.2258, loss: 2.2258, grad_norm: 2.0654 2022-02-09 08:49:22,385 - mmaction - INFO - Epoch [106][500/940] lr: 4.000e-02, eta: 2 days, 7:13:04, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7355, loss_cls: 2.1650, loss: 2.1650, grad_norm: 2.0873 2022-02-09 08:49:47,732 - mmaction - INFO - Epoch [106][520/940] lr: 4.000e-02, eta: 2 days, 7:12:27, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7410, loss_cls: 2.1500, loss: 2.1500, grad_norm: 2.0463 2022-02-09 08:50:13,962 - mmaction - INFO - Epoch [106][540/940] lr: 4.000e-02, eta: 2 days, 7:11:53, time: 1.311, data_time: 0.073, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7369, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.0848 2022-02-09 08:50:39,432 - mmaction - INFO - Epoch [106][560/940] lr: 4.000e-02, eta: 2 days, 7:11:16, time: 1.273, data_time: 0.080, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7293, loss_cls: 2.1913, loss: 2.1913, grad_norm: 2.0787 2022-02-09 08:51:04,690 - mmaction - INFO - Epoch [106][580/940] lr: 4.000e-02, eta: 2 days, 7:10:39, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7363, loss_cls: 2.1493, loss: 2.1493, grad_norm: 2.0808 2022-02-09 08:51:30,057 - mmaction - INFO - Epoch [106][600/940] lr: 4.000e-02, eta: 2 days, 7:10:01, time: 1.268, data_time: 0.069, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7354, loss_cls: 2.1752, loss: 2.1752, grad_norm: 2.0958 2022-02-09 08:51:55,348 - mmaction - INFO - Epoch [106][620/940] lr: 4.000e-02, eta: 2 days, 7:09:24, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7365, loss_cls: 2.1665, loss: 2.1665, grad_norm: 2.0849 2022-02-09 08:52:20,825 - mmaction - INFO - Epoch [106][640/940] lr: 4.000e-02, eta: 2 days, 7:08:47, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7459, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.0920 2022-02-09 08:52:46,158 - mmaction - INFO - Epoch [106][660/940] lr: 4.000e-02, eta: 2 days, 7:08:10, time: 1.267, data_time: 0.078, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7365, loss_cls: 2.1893, loss: 2.1893, grad_norm: 2.0604 2022-02-09 08:53:11,686 - mmaction - INFO - Epoch [106][680/940] lr: 4.000e-02, eta: 2 days, 7:07:34, time: 1.277, data_time: 0.082, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7404, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.1129 2022-02-09 08:53:37,128 - mmaction - INFO - Epoch [106][700/940] lr: 4.000e-02, eta: 2 days, 7:06:57, time: 1.272, data_time: 0.077, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7449, loss_cls: 2.1678, loss: 2.1678, grad_norm: 2.0602 2022-02-09 08:54:02,607 - mmaction - INFO - Epoch [106][720/940] lr: 4.000e-02, eta: 2 days, 7:06:20, time: 1.274, data_time: 0.076, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7385, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.1087 2022-02-09 08:54:27,971 - mmaction - INFO - Epoch [106][740/940] lr: 4.000e-02, eta: 2 days, 7:05:43, time: 1.268, data_time: 0.083, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7375, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.0549 2022-02-09 08:54:53,103 - mmaction - INFO - Epoch [106][760/940] lr: 4.000e-02, eta: 2 days, 7:05:05, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7354, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.0471 2022-02-09 08:55:18,605 - mmaction - INFO - Epoch [106][780/940] lr: 4.000e-02, eta: 2 days, 7:04:29, time: 1.276, data_time: 0.082, memory: 9488, top1_acc: 0.4912, top5_acc: 0.7324, loss_cls: 2.1985, loss: 2.1985, grad_norm: 2.1091 2022-02-09 08:55:43,802 - mmaction - INFO - Epoch [106][800/940] lr: 4.000e-02, eta: 2 days, 7:03:51, time: 1.259, data_time: 0.086, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7348, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.1148 2022-02-09 08:56:09,220 - mmaction - INFO - Epoch [106][820/940] lr: 4.000e-02, eta: 2 days, 7:03:14, time: 1.271, data_time: 0.077, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7449, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.0707 2022-02-09 08:56:34,333 - mmaction - INFO - Epoch [106][840/940] lr: 4.000e-02, eta: 2 days, 7:02:36, time: 1.256, data_time: 0.082, memory: 9488, top1_acc: 0.4912, top5_acc: 0.7422, loss_cls: 2.1680, loss: 2.1680, grad_norm: 2.0984 2022-02-09 08:56:59,521 - mmaction - INFO - Epoch [106][860/940] lr: 4.000e-02, eta: 2 days, 7:01:59, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7357, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.1051 2022-02-09 08:57:24,685 - mmaction - INFO - Epoch [106][880/940] lr: 4.000e-02, eta: 2 days, 7:01:21, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7277, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.1157 2022-02-09 08:57:49,854 - mmaction - INFO - Epoch [106][900/940] lr: 4.000e-02, eta: 2 days, 7:00:44, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7365, loss_cls: 2.1893, loss: 2.1893, grad_norm: 2.0857 2022-02-09 08:58:15,168 - mmaction - INFO - Epoch [106][920/940] lr: 4.000e-02, eta: 2 days, 7:00:06, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7449, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.0571 2022-02-09 08:58:38,992 - mmaction - INFO - Epoch [106][940/940] lr: 4.000e-02, eta: 2 days, 6:59:25, time: 1.192, data_time: 0.069, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7431, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.0841 2022-02-09 09:01:39,738 - mmaction - INFO - Epoch [107][20/940] lr: 4.000e-02, eta: 2 days, 7:06:52, time: 8.699, data_time: 6.975, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7404, loss_cls: 2.1142, loss: 2.1142, grad_norm: 2.0643 2022-02-09 09:02:03,171 - mmaction - INFO - Epoch [107][40/940] lr: 4.000e-02, eta: 2 days, 7:06:08, time: 1.172, data_time: 0.046, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7438, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.0506 2022-02-09 09:02:27,229 - mmaction - INFO - Epoch [107][60/940] lr: 4.000e-02, eta: 2 days, 7:05:27, time: 1.202, data_time: 0.049, memory: 9488, top1_acc: 0.4949, top5_acc: 0.7316, loss_cls: 2.1991, loss: 2.1991, grad_norm: 2.1072 2022-02-09 09:02:51,645 - mmaction - INFO - Epoch [107][80/940] lr: 4.000e-02, eta: 2 days, 7:04:47, time: 1.221, data_time: 0.055, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7469, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.0960 2022-02-09 09:03:16,310 - mmaction - INFO - Epoch [107][100/940] lr: 4.000e-02, eta: 2 days, 7:04:07, time: 1.233, data_time: 0.060, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7316, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.1154 2022-02-09 09:03:41,307 - mmaction - INFO - Epoch [107][120/940] lr: 4.000e-02, eta: 2 days, 7:03:29, time: 1.250, data_time: 0.055, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7400, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.1053 2022-02-09 09:04:06,737 - mmaction - INFO - Epoch [107][140/940] lr: 4.000e-02, eta: 2 days, 7:02:52, time: 1.272, data_time: 0.071, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7377, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.1104 2022-02-09 09:04:31,908 - mmaction - INFO - Epoch [107][160/940] lr: 4.000e-02, eta: 2 days, 7:02:14, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7447, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.1150 2022-02-09 09:04:57,083 - mmaction - INFO - Epoch [107][180/940] lr: 4.000e-02, eta: 2 days, 7:01:36, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7346, loss_cls: 2.1895, loss: 2.1895, grad_norm: 2.0631 2022-02-09 09:05:22,034 - mmaction - INFO - Epoch [107][200/940] lr: 4.000e-02, eta: 2 days, 7:00:58, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7396, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.1095 2022-02-09 09:05:47,251 - mmaction - INFO - Epoch [107][220/940] lr: 4.000e-02, eta: 2 days, 7:00:20, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7402, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.1084 2022-02-09 09:06:12,270 - mmaction - INFO - Epoch [107][240/940] lr: 4.000e-02, eta: 2 days, 6:59:42, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7316, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.1063 2022-02-09 09:06:37,620 - mmaction - INFO - Epoch [107][260/940] lr: 4.000e-02, eta: 2 days, 6:59:05, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1836, loss: 2.1836, grad_norm: 2.0974 2022-02-09 09:07:03,071 - mmaction - INFO - Epoch [107][280/940] lr: 4.000e-02, eta: 2 days, 6:58:28, time: 1.272, data_time: 0.083, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7314, loss_cls: 2.1935, loss: 2.1935, grad_norm: 2.1053 2022-02-09 09:07:28,398 - mmaction - INFO - Epoch [107][300/940] lr: 4.000e-02, eta: 2 days, 6:57:51, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.4980, top5_acc: 0.7365, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.0723 2022-02-09 09:07:53,441 - mmaction - INFO - Epoch [107][320/940] lr: 4.000e-02, eta: 2 days, 6:57:13, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.4998, top5_acc: 0.7396, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.1089 2022-02-09 09:08:18,767 - mmaction - INFO - Epoch [107][340/940] lr: 4.000e-02, eta: 2 days, 6:56:36, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7334, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.1583 2022-02-09 09:08:44,066 - mmaction - INFO - Epoch [107][360/940] lr: 4.000e-02, eta: 2 days, 6:55:59, time: 1.264, data_time: 0.080, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7285, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.1402 2022-02-09 09:09:09,400 - mmaction - INFO - Epoch [107][380/940] lr: 4.000e-02, eta: 2 days, 6:55:22, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.4932, top5_acc: 0.7287, loss_cls: 2.1851, loss: 2.1851, grad_norm: 2.1395 2022-02-09 09:09:34,808 - mmaction - INFO - Epoch [107][400/940] lr: 4.000e-02, eta: 2 days, 6:54:45, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7324, loss_cls: 2.1688, loss: 2.1688, grad_norm: 2.1402 2022-02-09 09:10:00,080 - mmaction - INFO - Epoch [107][420/940] lr: 4.000e-02, eta: 2 days, 6:54:07, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.1224 2022-02-09 09:10:25,422 - mmaction - INFO - Epoch [107][440/940] lr: 4.000e-02, eta: 2 days, 6:53:30, time: 1.267, data_time: 0.067, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7463, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.0708 2022-02-09 09:10:50,652 - mmaction - INFO - Epoch [107][460/940] lr: 4.000e-02, eta: 2 days, 6:52:53, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7303, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.1079 2022-02-09 09:11:16,094 - mmaction - INFO - Epoch [107][480/940] lr: 4.000e-02, eta: 2 days, 6:52:16, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7381, loss_cls: 2.1746, loss: 2.1746, grad_norm: 2.0955 2022-02-09 09:11:41,451 - mmaction - INFO - Epoch [107][500/940] lr: 4.000e-02, eta: 2 days, 6:51:39, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7312, loss_cls: 2.1791, loss: 2.1791, grad_norm: 2.1165 2022-02-09 09:12:06,651 - mmaction - INFO - Epoch [107][520/940] lr: 4.000e-02, eta: 2 days, 6:51:02, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7393, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.0999 2022-02-09 09:12:32,027 - mmaction - INFO - Epoch [107][540/940] lr: 4.000e-02, eta: 2 days, 6:50:25, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.1232 2022-02-09 09:12:57,334 - mmaction - INFO - Epoch [107][560/940] lr: 4.000e-02, eta: 2 days, 6:49:48, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7398, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.1027 2022-02-09 09:13:22,575 - mmaction - INFO - Epoch [107][580/940] lr: 4.000e-02, eta: 2 days, 6:49:10, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7363, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.1675 2022-02-09 09:13:47,746 - mmaction - INFO - Epoch [107][600/940] lr: 4.000e-02, eta: 2 days, 6:48:33, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7443, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.1181 2022-02-09 09:14:12,933 - mmaction - INFO - Epoch [107][620/940] lr: 4.000e-02, eta: 2 days, 6:47:56, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7432, loss_cls: 2.1588, loss: 2.1588, grad_norm: 2.1494 2022-02-09 09:14:38,418 - mmaction - INFO - Epoch [107][640/940] lr: 4.000e-02, eta: 2 days, 6:47:19, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7389, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.1309 2022-02-09 09:15:03,806 - mmaction - INFO - Epoch [107][660/940] lr: 4.000e-02, eta: 2 days, 6:46:42, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.4863, top5_acc: 0.7279, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.1390 2022-02-09 09:15:29,251 - mmaction - INFO - Epoch [107][680/940] lr: 4.000e-02, eta: 2 days, 6:46:06, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7484, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.0547 2022-02-09 09:15:54,531 - mmaction - INFO - Epoch [107][700/940] lr: 4.000e-02, eta: 2 days, 6:45:28, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7395, loss_cls: 2.1698, loss: 2.1698, grad_norm: 2.1498 2022-02-09 09:16:19,962 - mmaction - INFO - Epoch [107][720/940] lr: 4.000e-02, eta: 2 days, 6:44:52, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7465, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.1204 2022-02-09 09:16:45,502 - mmaction - INFO - Epoch [107][740/940] lr: 4.000e-02, eta: 2 days, 6:44:16, time: 1.277, data_time: 0.087, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7445, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.0890 2022-02-09 09:17:10,866 - mmaction - INFO - Epoch [107][760/940] lr: 4.000e-02, eta: 2 days, 6:43:39, time: 1.268, data_time: 0.080, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7371, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.1368 2022-02-09 09:17:36,120 - mmaction - INFO - Epoch [107][780/940] lr: 4.000e-02, eta: 2 days, 6:43:02, time: 1.263, data_time: 0.080, memory: 9488, top1_acc: 0.4930, top5_acc: 0.7254, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.1027 2022-02-09 09:18:01,489 - mmaction - INFO - Epoch [107][800/940] lr: 4.000e-02, eta: 2 days, 6:42:25, time: 1.268, data_time: 0.078, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7350, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.0941 2022-02-09 09:18:26,856 - mmaction - INFO - Epoch [107][820/940] lr: 4.000e-02, eta: 2 days, 6:41:48, time: 1.268, data_time: 0.081, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7424, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.1177 2022-02-09 09:18:52,145 - mmaction - INFO - Epoch [107][840/940] lr: 4.000e-02, eta: 2 days, 6:41:11, time: 1.265, data_time: 0.084, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7377, loss_cls: 2.1826, loss: 2.1826, grad_norm: 2.1435 2022-02-09 09:19:17,517 - mmaction - INFO - Epoch [107][860/940] lr: 4.000e-02, eta: 2 days, 6:40:34, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7434, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.1141 2022-02-09 09:19:42,766 - mmaction - INFO - Epoch [107][880/940] lr: 4.000e-02, eta: 2 days, 6:39:57, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7420, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.1306 2022-02-09 09:20:07,998 - mmaction - INFO - Epoch [107][900/940] lr: 4.000e-02, eta: 2 days, 6:39:20, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7357, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.1580 2022-02-09 09:20:33,451 - mmaction - INFO - Epoch [107][920/940] lr: 4.000e-02, eta: 2 days, 6:38:44, time: 1.273, data_time: 0.082, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7531, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.1389 2022-02-09 09:20:57,604 - mmaction - INFO - Epoch [107][940/940] lr: 4.000e-02, eta: 2 days, 6:38:03, time: 1.208, data_time: 0.060, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7364, loss_cls: 2.2183, loss: 2.2183, grad_norm: 2.1533 2022-02-09 09:23:21,915 - mmaction - INFO - Epoch [108][20/940] lr: 4.000e-02, eta: 2 days, 6:43:37, time: 7.112, data_time: 5.624, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7412, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.0833 2022-02-09 09:23:45,568 - mmaction - INFO - Epoch [108][40/940] lr: 4.000e-02, eta: 2 days, 6:42:54, time: 1.182, data_time: 0.048, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7434, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.0919 2022-02-09 09:24:09,530 - mmaction - INFO - Epoch [108][60/940] lr: 4.000e-02, eta: 2 days, 6:42:13, time: 1.198, data_time: 0.046, memory: 9488, top1_acc: 0.4965, top5_acc: 0.7268, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.1546 2022-02-09 09:24:33,580 - mmaction - INFO - Epoch [108][80/940] lr: 4.000e-02, eta: 2 days, 6:41:32, time: 1.202, data_time: 0.049, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7469, loss_cls: 2.1244, loss: 2.1244, grad_norm: 2.1069 2022-02-09 09:24:58,130 - mmaction - INFO - Epoch [108][100/940] lr: 4.000e-02, eta: 2 days, 6:40:52, time: 1.228, data_time: 0.053, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7375, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.1390 2022-02-09 09:25:23,387 - mmaction - INFO - Epoch [108][120/940] lr: 4.000e-02, eta: 2 days, 6:40:15, time: 1.263, data_time: 0.061, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7438, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.1436 2022-02-09 09:25:48,317 - mmaction - INFO - Epoch [108][140/940] lr: 4.000e-02, eta: 2 days, 6:39:37, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7455, loss_cls: 2.1575, loss: 2.1575, grad_norm: 2.1505 2022-02-09 09:26:13,298 - mmaction - INFO - Epoch [108][160/940] lr: 4.000e-02, eta: 2 days, 6:38:59, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7588, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.1109 2022-02-09 09:26:38,293 - mmaction - INFO - Epoch [108][180/940] lr: 4.000e-02, eta: 2 days, 6:38:21, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7404, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.1315 2022-02-09 09:27:03,611 - mmaction - INFO - Epoch [108][200/940] lr: 4.000e-02, eta: 2 days, 6:37:44, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7391, loss_cls: 2.1424, loss: 2.1424, grad_norm: 2.1204 2022-02-09 09:27:28,832 - mmaction - INFO - Epoch [108][220/940] lr: 4.000e-02, eta: 2 days, 6:37:07, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7531, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.1543 2022-02-09 09:27:53,976 - mmaction - INFO - Epoch [108][240/940] lr: 4.000e-02, eta: 2 days, 6:36:29, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7549, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.1493 2022-02-09 09:28:19,420 - mmaction - INFO - Epoch [108][260/940] lr: 4.000e-02, eta: 2 days, 6:35:53, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7412, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.1644 2022-02-09 09:28:44,936 - mmaction - INFO - Epoch [108][280/940] lr: 4.000e-02, eta: 2 days, 6:35:16, time: 1.276, data_time: 0.075, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7414, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.1300 2022-02-09 09:29:10,499 - mmaction - INFO - Epoch [108][300/940] lr: 4.000e-02, eta: 2 days, 6:34:40, time: 1.278, data_time: 0.071, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7314, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.1724 2022-02-09 09:29:36,272 - mmaction - INFO - Epoch [108][320/940] lr: 4.000e-02, eta: 2 days, 6:34:05, time: 1.289, data_time: 0.079, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7445, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.1623 2022-02-09 09:30:01,657 - mmaction - INFO - Epoch [108][340/940] lr: 4.000e-02, eta: 2 days, 6:33:28, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.4914, top5_acc: 0.7293, loss_cls: 2.2048, loss: 2.2048, grad_norm: 2.1789 2022-02-09 09:30:27,136 - mmaction - INFO - Epoch [108][360/940] lr: 4.000e-02, eta: 2 days, 6:32:52, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7379, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.1250 2022-02-09 09:30:52,211 - mmaction - INFO - Epoch [108][380/940] lr: 4.000e-02, eta: 2 days, 6:32:14, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7494, loss_cls: 2.1264, loss: 2.1264, grad_norm: 2.1481 2022-02-09 09:31:17,552 - mmaction - INFO - Epoch [108][400/940] lr: 4.000e-02, eta: 2 days, 6:31:37, time: 1.267, data_time: 0.077, memory: 9488, top1_acc: 0.4965, top5_acc: 0.7367, loss_cls: 2.1656, loss: 2.1656, grad_norm: 2.1711 2022-02-09 09:31:43,284 - mmaction - INFO - Epoch [108][420/940] lr: 4.000e-02, eta: 2 days, 6:31:02, time: 1.286, data_time: 0.074, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7385, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.1870 2022-02-09 09:32:08,713 - mmaction - INFO - Epoch [108][440/940] lr: 4.000e-02, eta: 2 days, 6:30:25, time: 1.272, data_time: 0.081, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7400, loss_cls: 2.1762, loss: 2.1762, grad_norm: 2.2052 2022-02-09 09:32:34,113 - mmaction - INFO - Epoch [108][460/940] lr: 4.000e-02, eta: 2 days, 6:29:49, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7391, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.1702 2022-02-09 09:32:59,409 - mmaction - INFO - Epoch [108][480/940] lr: 4.000e-02, eta: 2 days, 6:29:12, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7350, loss_cls: 2.1750, loss: 2.1750, grad_norm: 2.1729 2022-02-09 09:33:24,571 - mmaction - INFO - Epoch [108][500/940] lr: 4.000e-02, eta: 2 days, 6:28:34, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7342, loss_cls: 2.2105, loss: 2.2105, grad_norm: 2.1908 2022-02-09 09:33:49,596 - mmaction - INFO - Epoch [108][520/940] lr: 4.000e-02, eta: 2 days, 6:27:57, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.1475 2022-02-09 09:34:14,543 - mmaction - INFO - Epoch [108][540/940] lr: 4.000e-02, eta: 2 days, 6:27:19, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7402, loss_cls: 2.1638, loss: 2.1638, grad_norm: 2.1939 2022-02-09 09:34:39,528 - mmaction - INFO - Epoch [108][560/940] lr: 4.000e-02, eta: 2 days, 6:26:41, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7352, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.1410 2022-02-09 09:35:04,480 - mmaction - INFO - Epoch [108][580/940] lr: 4.000e-02, eta: 2 days, 6:26:03, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7365, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.1817 2022-02-09 09:35:29,407 - mmaction - INFO - Epoch [108][600/940] lr: 4.000e-02, eta: 2 days, 6:25:25, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7350, loss_cls: 2.1746, loss: 2.1746, grad_norm: 2.1421 2022-02-09 09:35:54,506 - mmaction - INFO - Epoch [108][620/940] lr: 4.000e-02, eta: 2 days, 6:24:48, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7439, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.1174 2022-02-09 09:36:19,190 - mmaction - INFO - Epoch [108][640/940] lr: 4.000e-02, eta: 2 days, 6:24:09, time: 1.235, data_time: 0.063, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.1864 2022-02-09 09:36:44,045 - mmaction - INFO - Epoch [108][660/940] lr: 4.000e-02, eta: 2 days, 6:23:31, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7344, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.1909 2022-02-09 09:37:08,854 - mmaction - INFO - Epoch [108][680/940] lr: 4.000e-02, eta: 2 days, 6:22:52, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7256, loss_cls: 2.2168, loss: 2.2168, grad_norm: 2.1675 2022-02-09 09:37:33,785 - mmaction - INFO - Epoch [108][700/940] lr: 4.000e-02, eta: 2 days, 6:22:14, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7270, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.1491 2022-02-09 09:37:58,662 - mmaction - INFO - Epoch [108][720/940] lr: 4.000e-02, eta: 2 days, 6:21:36, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7350, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.1434 2022-02-09 09:38:23,620 - mmaction - INFO - Epoch [108][740/940] lr: 4.000e-02, eta: 2 days, 6:20:59, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7412, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.2079 2022-02-09 09:38:48,558 - mmaction - INFO - Epoch [108][760/940] lr: 4.000e-02, eta: 2 days, 6:20:21, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7361, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.1802 2022-02-09 09:39:13,721 - mmaction - INFO - Epoch [108][780/940] lr: 4.000e-02, eta: 2 days, 6:19:44, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7369, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.2105 2022-02-09 09:39:38,652 - mmaction - INFO - Epoch [108][800/940] lr: 4.000e-02, eta: 2 days, 6:19:06, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.4924, top5_acc: 0.7387, loss_cls: 2.1753, loss: 2.1753, grad_norm: 2.1788 2022-02-09 09:40:03,620 - mmaction - INFO - Epoch [108][820/940] lr: 4.000e-02, eta: 2 days, 6:18:28, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7367, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.1444 2022-02-09 09:40:28,640 - mmaction - INFO - Epoch [108][840/940] lr: 4.000e-02, eta: 2 days, 6:17:51, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7373, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.1547 2022-02-09 09:40:53,578 - mmaction - INFO - Epoch [108][860/940] lr: 4.000e-02, eta: 2 days, 6:17:13, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7402, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.1507 2022-02-09 09:41:18,539 - mmaction - INFO - Epoch [108][880/940] lr: 4.000e-02, eta: 2 days, 6:16:35, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7365, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.1810 2022-02-09 09:41:43,908 - mmaction - INFO - Epoch [108][900/940] lr: 4.000e-02, eta: 2 days, 6:15:59, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7373, loss_cls: 2.1555, loss: 2.1555, grad_norm: 2.1682 2022-02-09 09:42:09,093 - mmaction - INFO - Epoch [108][920/940] lr: 4.000e-02, eta: 2 days, 6:15:22, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.4932, top5_acc: 0.7344, loss_cls: 2.1935, loss: 2.1935, grad_norm: 2.1948 2022-02-09 09:42:33,063 - mmaction - INFO - Epoch [108][940/940] lr: 4.000e-02, eta: 2 days, 6:14:41, time: 1.199, data_time: 0.063, memory: 9488, top1_acc: 0.4911, top5_acc: 0.7332, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.1719 2022-02-09 09:45:26,388 - mmaction - INFO - Epoch [109][20/940] lr: 4.000e-02, eta: 2 days, 6:21:28, time: 8.463, data_time: 6.845, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7371, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.1555 2022-02-09 09:45:49,972 - mmaction - INFO - Epoch [109][40/940] lr: 4.000e-02, eta: 2 days, 6:20:46, time: 1.179, data_time: 0.044, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7367, loss_cls: 2.1910, loss: 2.1910, grad_norm: 2.2060 2022-02-09 09:46:13,723 - mmaction - INFO - Epoch [109][60/940] lr: 4.000e-02, eta: 2 days, 6:20:04, time: 1.188, data_time: 0.043, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.1211 2022-02-09 09:46:38,167 - mmaction - INFO - Epoch [109][80/940] lr: 4.000e-02, eta: 2 days, 6:19:25, time: 1.222, data_time: 0.067, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.1613 2022-02-09 09:47:02,841 - mmaction - INFO - Epoch [109][100/940] lr: 4.000e-02, eta: 2 days, 6:18:46, time: 1.234, data_time: 0.055, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7389, loss_cls: 2.1679, loss: 2.1679, grad_norm: 2.1885 2022-02-09 09:47:27,634 - mmaction - INFO - Epoch [109][120/940] lr: 4.000e-02, eta: 2 days, 6:18:07, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7459, loss_cls: 2.1418, loss: 2.1418, grad_norm: 2.1944 2022-02-09 09:47:52,595 - mmaction - INFO - Epoch [109][140/940] lr: 4.000e-02, eta: 2 days, 6:17:30, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7369, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.1791 2022-02-09 09:48:17,710 - mmaction - INFO - Epoch [109][160/940] lr: 4.000e-02, eta: 2 days, 6:16:52, time: 1.256, data_time: 0.056, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7348, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.1800 2022-02-09 09:48:42,773 - mmaction - INFO - Epoch [109][180/940] lr: 4.000e-02, eta: 2 days, 6:16:15, time: 1.253, data_time: 0.058, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7451, loss_cls: 2.1435, loss: 2.1435, grad_norm: 2.1487 2022-02-09 09:49:07,888 - mmaction - INFO - Epoch [109][200/940] lr: 4.000e-02, eta: 2 days, 6:15:37, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.4924, top5_acc: 0.7379, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.2012 2022-02-09 09:49:32,930 - mmaction - INFO - Epoch [109][220/940] lr: 4.000e-02, eta: 2 days, 6:15:00, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7449, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.1971 2022-02-09 09:49:58,043 - mmaction - INFO - Epoch [109][240/940] lr: 4.000e-02, eta: 2 days, 6:14:22, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7416, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.1942 2022-02-09 09:50:23,364 - mmaction - INFO - Epoch [109][260/940] lr: 4.000e-02, eta: 2 days, 6:13:46, time: 1.266, data_time: 0.059, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7398, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.1976 2022-02-09 09:50:48,630 - mmaction - INFO - Epoch [109][280/940] lr: 4.000e-02, eta: 2 days, 6:13:09, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7480, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.1826 2022-02-09 09:51:13,805 - mmaction - INFO - Epoch [109][300/940] lr: 4.000e-02, eta: 2 days, 6:12:32, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7348, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.1890 2022-02-09 09:51:39,071 - mmaction - INFO - Epoch [109][320/940] lr: 4.000e-02, eta: 2 days, 6:11:55, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7320, loss_cls: 2.1951, loss: 2.1951, grad_norm: 2.2064 2022-02-09 09:52:04,555 - mmaction - INFO - Epoch [109][340/940] lr: 4.000e-02, eta: 2 days, 6:11:19, time: 1.275, data_time: 0.068, memory: 9488, top1_acc: 0.4885, top5_acc: 0.7283, loss_cls: 2.2204, loss: 2.2204, grad_norm: 2.1997 2022-02-09 09:52:29,798 - mmaction - INFO - Epoch [109][360/940] lr: 4.000e-02, eta: 2 days, 6:10:42, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.1510 2022-02-09 09:52:55,250 - mmaction - INFO - Epoch [109][380/940] lr: 4.000e-02, eta: 2 days, 6:10:06, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7396, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.1981 2022-02-09 09:53:20,623 - mmaction - INFO - Epoch [109][400/940] lr: 4.000e-02, eta: 2 days, 6:09:29, time: 1.268, data_time: 0.059, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7486, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.1228 2022-02-09 09:53:45,846 - mmaction - INFO - Epoch [109][420/940] lr: 4.000e-02, eta: 2 days, 6:08:52, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7287, loss_cls: 2.1766, loss: 2.1766, grad_norm: 2.2217 2022-02-09 09:54:11,139 - mmaction - INFO - Epoch [109][440/940] lr: 4.000e-02, eta: 2 days, 6:08:16, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7432, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.2140 2022-02-09 09:54:36,387 - mmaction - INFO - Epoch [109][460/940] lr: 4.000e-02, eta: 2 days, 6:07:39, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7441, loss_cls: 2.1538, loss: 2.1538, grad_norm: 2.2122 2022-02-09 09:55:01,619 - mmaction - INFO - Epoch [109][480/940] lr: 4.000e-02, eta: 2 days, 6:07:02, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7342, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.1933 2022-02-09 09:55:27,244 - mmaction - INFO - Epoch [109][500/940] lr: 4.000e-02, eta: 2 days, 6:06:26, time: 1.281, data_time: 0.069, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7467, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.1754 2022-02-09 09:55:52,473 - mmaction - INFO - Epoch [109][520/940] lr: 4.000e-02, eta: 2 days, 6:05:50, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7340, loss_cls: 2.1775, loss: 2.1775, grad_norm: 2.1916 2022-02-09 09:56:17,999 - mmaction - INFO - Epoch [109][540/940] lr: 4.000e-02, eta: 2 days, 6:05:14, time: 1.276, data_time: 0.072, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7402, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.1837 2022-02-09 09:56:43,219 - mmaction - INFO - Epoch [109][560/940] lr: 4.000e-02, eta: 2 days, 6:04:37, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7426, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.1654 2022-02-09 09:57:08,602 - mmaction - INFO - Epoch [109][580/940] lr: 4.000e-02, eta: 2 days, 6:04:01, time: 1.269, data_time: 0.070, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7404, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.2118 2022-02-09 09:57:33,975 - mmaction - INFO - Epoch [109][600/940] lr: 4.000e-02, eta: 2 days, 6:03:24, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7365, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.1941 2022-02-09 09:57:59,141 - mmaction - INFO - Epoch [109][620/940] lr: 4.000e-02, eta: 2 days, 6:02:47, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7404, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.1787 2022-02-09 09:58:24,449 - mmaction - INFO - Epoch [109][640/940] lr: 4.000e-02, eta: 2 days, 6:02:11, time: 1.265, data_time: 0.066, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7289, loss_cls: 2.1821, loss: 2.1821, grad_norm: 2.2202 2022-02-09 09:58:49,702 - mmaction - INFO - Epoch [109][660/940] lr: 4.000e-02, eta: 2 days, 6:01:34, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7436, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.1481 2022-02-09 09:59:14,880 - mmaction - INFO - Epoch [109][680/940] lr: 4.000e-02, eta: 2 days, 6:00:57, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7469, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.2320 2022-02-09 09:59:40,023 - mmaction - INFO - Epoch [109][700/940] lr: 4.000e-02, eta: 2 days, 6:00:20, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2117, loss: 2.2117, grad_norm: 2.2236 2022-02-09 10:00:05,253 - mmaction - INFO - Epoch [109][720/940] lr: 4.000e-02, eta: 2 days, 5:59:43, time: 1.261, data_time: 0.058, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7361, loss_cls: 2.1615, loss: 2.1615, grad_norm: 2.1972 2022-02-09 10:00:30,504 - mmaction - INFO - Epoch [109][740/940] lr: 4.000e-02, eta: 2 days, 5:59:07, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7373, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.1312 2022-02-09 10:00:55,722 - mmaction - INFO - Epoch [109][760/940] lr: 4.000e-02, eta: 2 days, 5:58:30, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1485, loss: 2.1485, grad_norm: 2.1904 2022-02-09 10:01:20,890 - mmaction - INFO - Epoch [109][780/940] lr: 4.000e-02, eta: 2 days, 5:57:53, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7426, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.1736 2022-02-09 10:01:45,883 - mmaction - INFO - Epoch [109][800/940] lr: 4.000e-02, eta: 2 days, 5:57:16, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7438, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.2197 2022-02-09 10:02:10,980 - mmaction - INFO - Epoch [109][820/940] lr: 4.000e-02, eta: 2 days, 5:56:39, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7287, loss_cls: 2.2030, loss: 2.2030, grad_norm: 2.2144 2022-02-09 10:02:36,482 - mmaction - INFO - Epoch [109][840/940] lr: 4.000e-02, eta: 2 days, 5:56:03, time: 1.275, data_time: 0.079, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7521, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.2167 2022-02-09 10:03:01,658 - mmaction - INFO - Epoch [109][860/940] lr: 4.000e-02, eta: 2 days, 5:55:26, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7365, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.1972 2022-02-09 10:03:26,906 - mmaction - INFO - Epoch [109][880/940] lr: 4.000e-02, eta: 2 days, 5:54:49, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7377, loss_cls: 2.1844, loss: 2.1844, grad_norm: 2.2306 2022-02-09 10:03:51,879 - mmaction - INFO - Epoch [109][900/940] lr: 4.000e-02, eta: 2 days, 5:54:12, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7346, loss_cls: 2.1869, loss: 2.1869, grad_norm: 2.2391 2022-02-09 10:04:16,916 - mmaction - INFO - Epoch [109][920/940] lr: 4.000e-02, eta: 2 days, 5:53:35, time: 1.251, data_time: 0.078, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7432, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.2070 2022-02-09 10:04:40,789 - mmaction - INFO - Epoch [109][940/940] lr: 4.000e-02, eta: 2 days, 5:52:54, time: 1.194, data_time: 0.065, memory: 9488, top1_acc: 0.4978, top5_acc: 0.7392, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.2155 2022-02-09 10:07:07,987 - mmaction - INFO - Epoch [110][20/940] lr: 4.000e-02, eta: 2 days, 5:58:17, time: 7.256, data_time: 5.717, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7379, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.1657 2022-02-09 10:07:31,438 - mmaction - INFO - Epoch [110][40/940] lr: 4.000e-02, eta: 2 days, 5:57:35, time: 1.173, data_time: 0.050, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7449, loss_cls: 2.1665, loss: 2.1665, grad_norm: 2.2126 2022-02-09 10:07:55,194 - mmaction - INFO - Epoch [110][60/940] lr: 4.000e-02, eta: 2 days, 5:56:54, time: 1.188, data_time: 0.048, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7459, loss_cls: 2.1261, loss: 2.1261, grad_norm: 2.1709 2022-02-09 10:08:19,260 - mmaction - INFO - Epoch [110][80/940] lr: 4.000e-02, eta: 2 days, 5:56:13, time: 1.203, data_time: 0.047, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7406, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.1759 2022-02-09 10:08:43,830 - mmaction - INFO - Epoch [110][100/940] lr: 4.000e-02, eta: 2 days, 5:55:35, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7504, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.1944 2022-02-09 10:09:08,620 - mmaction - INFO - Epoch [110][120/940] lr: 4.000e-02, eta: 2 days, 5:54:56, time: 1.239, data_time: 0.058, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7484, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.2210 2022-02-09 10:09:33,547 - mmaction - INFO - Epoch [110][140/940] lr: 4.000e-02, eta: 2 days, 5:54:19, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7385, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.1973 2022-02-09 10:09:58,322 - mmaction - INFO - Epoch [110][160/940] lr: 4.000e-02, eta: 2 days, 5:53:41, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7428, loss_cls: 2.1149, loss: 2.1149, grad_norm: 2.1947 2022-02-09 10:10:23,278 - mmaction - INFO - Epoch [110][180/940] lr: 4.000e-02, eta: 2 days, 5:53:03, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7418, loss_cls: 2.1376, loss: 2.1376, grad_norm: 2.1867 2022-02-09 10:10:48,303 - mmaction - INFO - Epoch [110][200/940] lr: 4.000e-02, eta: 2 days, 5:52:26, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7494, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.2586 2022-02-09 10:11:13,479 - mmaction - INFO - Epoch [110][220/940] lr: 4.000e-02, eta: 2 days, 5:51:49, time: 1.259, data_time: 0.081, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7436, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.2300 2022-02-09 10:11:38,728 - mmaction - INFO - Epoch [110][240/940] lr: 4.000e-02, eta: 2 days, 5:51:12, time: 1.262, data_time: 0.081, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7369, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.2403 2022-02-09 10:12:03,785 - mmaction - INFO - Epoch [110][260/940] lr: 4.000e-02, eta: 2 days, 5:50:35, time: 1.253, data_time: 0.077, memory: 9488, top1_acc: 0.4889, top5_acc: 0.7293, loss_cls: 2.2068, loss: 2.2068, grad_norm: 2.2232 2022-02-09 10:12:28,789 - mmaction - INFO - Epoch [110][280/940] lr: 4.000e-02, eta: 2 days, 5:49:58, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7418, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.1699 2022-02-09 10:12:53,948 - mmaction - INFO - Epoch [110][300/940] lr: 4.000e-02, eta: 2 days, 5:49:21, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7414, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.2210 2022-02-09 10:13:18,969 - mmaction - INFO - Epoch [110][320/940] lr: 4.000e-02, eta: 2 days, 5:48:44, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7395, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.2110 2022-02-09 10:13:43,957 - mmaction - INFO - Epoch [110][340/940] lr: 4.000e-02, eta: 2 days, 5:48:06, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7490, loss_cls: 2.1003, loss: 2.1003, grad_norm: 2.1686 2022-02-09 10:14:09,157 - mmaction - INFO - Epoch [110][360/940] lr: 4.000e-02, eta: 2 days, 5:47:30, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7434, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.2259 2022-02-09 10:14:34,195 - mmaction - INFO - Epoch [110][380/940] lr: 4.000e-02, eta: 2 days, 5:46:52, time: 1.252, data_time: 0.078, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7426, loss_cls: 2.1475, loss: 2.1475, grad_norm: 2.2535 2022-02-09 10:14:59,122 - mmaction - INFO - Epoch [110][400/940] lr: 4.000e-02, eta: 2 days, 5:46:15, time: 1.246, data_time: 0.073, memory: 9488, top1_acc: 0.4998, top5_acc: 0.7338, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.2168 2022-02-09 10:15:24,210 - mmaction - INFO - Epoch [110][420/940] lr: 4.000e-02, eta: 2 days, 5:45:38, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7477, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.2133 2022-02-09 10:15:49,617 - mmaction - INFO - Epoch [110][440/940] lr: 4.000e-02, eta: 2 days, 5:45:02, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7316, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.2068 2022-02-09 10:16:14,898 - mmaction - INFO - Epoch [110][460/940] lr: 4.000e-02, eta: 2 days, 5:44:25, time: 1.264, data_time: 0.082, memory: 9488, top1_acc: 0.4896, top5_acc: 0.7309, loss_cls: 2.2021, loss: 2.2021, grad_norm: 2.2699 2022-02-09 10:16:39,972 - mmaction - INFO - Epoch [110][480/940] lr: 4.000e-02, eta: 2 days, 5:43:48, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.1995, loss: 2.1995, grad_norm: 2.2270 2022-02-09 10:17:05,165 - mmaction - INFO - Epoch [110][500/940] lr: 4.000e-02, eta: 2 days, 5:43:12, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7408, loss_cls: 2.1599, loss: 2.1599, grad_norm: 2.2642 2022-02-09 10:17:30,297 - mmaction - INFO - Epoch [110][520/940] lr: 4.000e-02, eta: 2 days, 5:42:35, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7432, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.2005 2022-02-09 10:17:55,406 - mmaction - INFO - Epoch [110][540/940] lr: 4.000e-02, eta: 2 days, 5:41:58, time: 1.256, data_time: 0.081, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7301, loss_cls: 2.2118, loss: 2.2118, grad_norm: 2.2685 2022-02-09 10:18:20,398 - mmaction - INFO - Epoch [110][560/940] lr: 4.000e-02, eta: 2 days, 5:41:21, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7424, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.1945 2022-02-09 10:18:45,692 - mmaction - INFO - Epoch [110][580/940] lr: 4.000e-02, eta: 2 days, 5:40:44, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7357, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.2099 2022-02-09 10:19:11,012 - mmaction - INFO - Epoch [110][600/940] lr: 4.000e-02, eta: 2 days, 5:40:08, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7391, loss_cls: 2.1448, loss: 2.1448, grad_norm: 2.2135 2022-02-09 10:19:36,210 - mmaction - INFO - Epoch [110][620/940] lr: 4.000e-02, eta: 2 days, 5:39:31, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.4951, top5_acc: 0.7324, loss_cls: 2.2106, loss: 2.2106, grad_norm: 2.2393 2022-02-09 10:20:01,371 - mmaction - INFO - Epoch [110][640/940] lr: 4.000e-02, eta: 2 days, 5:38:55, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.1762 2022-02-09 10:20:26,496 - mmaction - INFO - Epoch [110][660/940] lr: 4.000e-02, eta: 2 days, 5:38:18, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7396, loss_cls: 2.1465, loss: 2.1465, grad_norm: 2.2053 2022-02-09 10:20:51,577 - mmaction - INFO - Epoch [110][680/940] lr: 4.000e-02, eta: 2 days, 5:37:41, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7475, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.2291 2022-02-09 10:21:16,712 - mmaction - INFO - Epoch [110][700/940] lr: 4.000e-02, eta: 2 days, 5:37:04, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7459, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.2040 2022-02-09 10:21:41,978 - mmaction - INFO - Epoch [110][720/940] lr: 4.000e-02, eta: 2 days, 5:36:28, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7518, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.2157 2022-02-09 10:22:07,159 - mmaction - INFO - Epoch [110][740/940] lr: 4.000e-02, eta: 2 days, 5:35:51, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7486, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.2280 2022-02-09 10:22:32,334 - mmaction - INFO - Epoch [110][760/940] lr: 4.000e-02, eta: 2 days, 5:35:15, time: 1.259, data_time: 0.080, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7348, loss_cls: 2.1705, loss: 2.1705, grad_norm: 2.2389 2022-02-09 10:22:57,454 - mmaction - INFO - Epoch [110][780/940] lr: 4.000e-02, eta: 2 days, 5:34:38, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7371, loss_cls: 2.1738, loss: 2.1738, grad_norm: 2.2306 2022-02-09 10:23:22,517 - mmaction - INFO - Epoch [110][800/940] lr: 4.000e-02, eta: 2 days, 5:34:01, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.2490 2022-02-09 10:23:47,717 - mmaction - INFO - Epoch [110][820/940] lr: 4.000e-02, eta: 2 days, 5:33:25, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7363, loss_cls: 2.1650, loss: 2.1650, grad_norm: 2.2393 2022-02-09 10:24:12,852 - mmaction - INFO - Epoch [110][840/940] lr: 4.000e-02, eta: 2 days, 5:32:48, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.4973, top5_acc: 0.7373, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.2423 2022-02-09 10:24:37,824 - mmaction - INFO - Epoch [110][860/940] lr: 4.000e-02, eta: 2 days, 5:32:11, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7332, loss_cls: 2.1601, loss: 2.1601, grad_norm: 2.2651 2022-02-09 10:25:03,317 - mmaction - INFO - Epoch [110][880/940] lr: 4.000e-02, eta: 2 days, 5:31:35, time: 1.274, data_time: 0.072, memory: 9488, top1_acc: 0.4930, top5_acc: 0.7230, loss_cls: 2.2256, loss: 2.2256, grad_norm: 2.2809 2022-02-09 10:25:28,633 - mmaction - INFO - Epoch [110][900/940] lr: 4.000e-02, eta: 2 days, 5:30:59, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7305, loss_cls: 2.2090, loss: 2.2090, grad_norm: 2.2332 2022-02-09 10:25:54,099 - mmaction - INFO - Epoch [110][920/940] lr: 4.000e-02, eta: 2 days, 5:30:23, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.4924, top5_acc: 0.7355, loss_cls: 2.1772, loss: 2.1772, grad_norm: 2.2215 2022-02-09 10:26:17,839 - mmaction - INFO - Epoch [110][940/940] lr: 4.000e-02, eta: 2 days, 5:29:43, time: 1.188, data_time: 0.064, memory: 9488, top1_acc: 0.5069, top5_acc: 0.7301, loss_cls: 2.1907, loss: 2.1907, grad_norm: 2.2050 2022-02-09 10:26:21,821 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 10:26:21,824 - mmaction - INFO - 110 BN found 2022-02-09 10:30:13,860 - mmaction - INFO - BN stats updated 2022-02-09 10:30:15,865 - mmaction - INFO - Saving checkpoint at 110 epochs 2022-02-09 10:33:04,618 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 10:33:05,360 - mmaction - INFO - top1_acc 0.5807 top5_acc 0.8200 2022-02-09 10:33:05,360 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 10:33:05,394 - mmaction - INFO - mean_acc 0.5807 2022-02-09 10:33:05,396 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_105.pth was removed 2022-02-09 10:33:07,962 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_110.pth. 2022-02-09 10:33:07,962 - mmaction - INFO - Best top1_acc is 0.5807 at 110 epoch. 2022-02-09 10:33:07,972 - mmaction - INFO - Epoch(val) [110][78] top1_acc: 0.5807, top5_acc: 0.8200, mean_class_accuracy: 0.5807 2022-02-09 10:35:33,511 - mmaction - INFO - Epoch [111][20/940] lr: 4.000e-02, eta: 2 days, 5:34:57, time: 7.275, data_time: 5.943, memory: 9488, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0719, loss: 2.0719, grad_norm: 2.2169 2022-02-09 10:35:56,995 - mmaction - INFO - Epoch [111][40/940] lr: 4.000e-02, eta: 2 days, 5:34:16, time: 1.174, data_time: 0.053, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7445, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.2359 2022-02-09 10:36:20,493 - mmaction - INFO - Epoch [111][60/940] lr: 4.000e-02, eta: 2 days, 5:33:34, time: 1.175, data_time: 0.044, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7375, loss_cls: 2.1575, loss: 2.1575, grad_norm: 2.2281 2022-02-09 10:36:44,143 - mmaction - INFO - Epoch [111][80/940] lr: 4.000e-02, eta: 2 days, 5:32:53, time: 1.182, data_time: 0.047, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7371, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.2172 2022-02-09 10:37:07,898 - mmaction - INFO - Epoch [111][100/940] lr: 4.000e-02, eta: 2 days, 5:32:12, time: 1.188, data_time: 0.050, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7441, loss_cls: 2.1496, loss: 2.1496, grad_norm: 2.2386 2022-02-09 10:37:32,147 - mmaction - INFO - Epoch [111][120/940] lr: 4.000e-02, eta: 2 days, 5:31:33, time: 1.213, data_time: 0.051, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7477, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.2593 2022-02-09 10:37:56,559 - mmaction - INFO - Epoch [111][140/940] lr: 4.000e-02, eta: 2 days, 5:30:54, time: 1.220, data_time: 0.053, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.2349 2022-02-09 10:38:21,039 - mmaction - INFO - Epoch [111][160/940] lr: 4.000e-02, eta: 2 days, 5:30:15, time: 1.224, data_time: 0.052, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7373, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.2827 2022-02-09 10:38:45,571 - mmaction - INFO - Epoch [111][180/940] lr: 4.000e-02, eta: 2 days, 5:29:37, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7404, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.2513 2022-02-09 10:39:10,531 - mmaction - INFO - Epoch [111][200/940] lr: 4.000e-02, eta: 2 days, 5:29:00, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7334, loss_cls: 2.1564, loss: 2.1564, grad_norm: 2.2480 2022-02-09 10:39:35,146 - mmaction - INFO - Epoch [111][220/940] lr: 4.000e-02, eta: 2 days, 5:28:22, time: 1.230, data_time: 0.057, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7338, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.2292 2022-02-09 10:40:00,020 - mmaction - INFO - Epoch [111][240/940] lr: 4.000e-02, eta: 2 days, 5:27:44, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7469, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.1986 2022-02-09 10:40:24,919 - mmaction - INFO - Epoch [111][260/940] lr: 4.000e-02, eta: 2 days, 5:27:07, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7473, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.2851 2022-02-09 10:40:49,970 - mmaction - INFO - Epoch [111][280/940] lr: 4.000e-02, eta: 2 days, 5:26:30, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7568, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.2150 2022-02-09 10:41:14,975 - mmaction - INFO - Epoch [111][300/940] lr: 4.000e-02, eta: 2 days, 5:25:53, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7336, loss_cls: 2.1830, loss: 2.1830, grad_norm: 2.2397 2022-02-09 10:41:40,395 - mmaction - INFO - Epoch [111][320/940] lr: 4.000e-02, eta: 2 days, 5:25:17, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7459, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.2778 2022-02-09 10:42:05,676 - mmaction - INFO - Epoch [111][340/940] lr: 4.000e-02, eta: 2 days, 5:24:41, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7502, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.2231 2022-02-09 10:42:30,879 - mmaction - INFO - Epoch [111][360/940] lr: 4.000e-02, eta: 2 days, 5:24:04, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.4910, top5_acc: 0.7273, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.2980 2022-02-09 10:42:56,009 - mmaction - INFO - Epoch [111][380/940] lr: 4.000e-02, eta: 2 days, 5:23:28, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7359, loss_cls: 2.1493, loss: 2.1493, grad_norm: 2.2411 2022-02-09 10:43:20,972 - mmaction - INFO - Epoch [111][400/940] lr: 4.000e-02, eta: 2 days, 5:22:51, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7404, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.2529 2022-02-09 10:43:46,209 - mmaction - INFO - Epoch [111][420/940] lr: 4.000e-02, eta: 2 days, 5:22:14, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7488, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.2352 2022-02-09 10:44:11,142 - mmaction - INFO - Epoch [111][440/940] lr: 4.000e-02, eta: 2 days, 5:21:37, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7449, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.2135 2022-02-09 10:44:36,610 - mmaction - INFO - Epoch [111][460/940] lr: 4.000e-02, eta: 2 days, 5:21:01, time: 1.273, data_time: 0.077, memory: 9488, top1_acc: 0.5004, top5_acc: 0.7348, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.2656 2022-02-09 10:45:02,036 - mmaction - INFO - Epoch [111][480/940] lr: 4.000e-02, eta: 2 days, 5:20:26, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7492, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.2698 2022-02-09 10:45:27,685 - mmaction - INFO - Epoch [111][500/940] lr: 4.000e-02, eta: 2 days, 5:19:51, time: 1.282, data_time: 0.084, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7338, loss_cls: 2.1775, loss: 2.1775, grad_norm: 2.3019 2022-02-09 10:45:52,744 - mmaction - INFO - Epoch [111][520/940] lr: 4.000e-02, eta: 2 days, 5:19:14, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7410, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.2561 2022-02-09 10:46:17,983 - mmaction - INFO - Epoch [111][540/940] lr: 4.000e-02, eta: 2 days, 5:18:38, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7436, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.2522 2022-02-09 10:46:43,387 - mmaction - INFO - Epoch [111][560/940] lr: 4.000e-02, eta: 2 days, 5:18:02, time: 1.271, data_time: 0.084, memory: 9488, top1_acc: 0.5047, top5_acc: 0.7363, loss_cls: 2.1782, loss: 2.1782, grad_norm: 2.2861 2022-02-09 10:47:08,881 - mmaction - INFO - Epoch [111][580/940] lr: 4.000e-02, eta: 2 days, 5:17:26, time: 1.274, data_time: 0.075, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7410, loss_cls: 2.1640, loss: 2.1640, grad_norm: 2.2755 2022-02-09 10:47:34,176 - mmaction - INFO - Epoch [111][600/940] lr: 4.000e-02, eta: 2 days, 5:16:50, time: 1.265, data_time: 0.081, memory: 9488, top1_acc: 0.4928, top5_acc: 0.7309, loss_cls: 2.1984, loss: 2.1984, grad_norm: 2.2479 2022-02-09 10:47:59,192 - mmaction - INFO - Epoch [111][620/940] lr: 4.000e-02, eta: 2 days, 5:16:13, time: 1.251, data_time: 0.078, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7338, loss_cls: 2.1992, loss: 2.1992, grad_norm: 2.2766 2022-02-09 10:48:24,601 - mmaction - INFO - Epoch [111][640/940] lr: 4.000e-02, eta: 2 days, 5:15:38, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7500, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.2622 2022-02-09 10:48:49,720 - mmaction - INFO - Epoch [111][660/940] lr: 4.000e-02, eta: 2 days, 5:15:01, time: 1.256, data_time: 0.078, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7479, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.2561 2022-02-09 10:49:14,661 - mmaction - INFO - Epoch [111][680/940] lr: 4.000e-02, eta: 2 days, 5:14:24, time: 1.247, data_time: 0.074, memory: 9488, top1_acc: 0.4957, top5_acc: 0.7348, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.2912 2022-02-09 10:49:39,554 - mmaction - INFO - Epoch [111][700/940] lr: 4.000e-02, eta: 2 days, 5:13:47, time: 1.245, data_time: 0.072, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7338, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.2027 2022-02-09 10:50:04,663 - mmaction - INFO - Epoch [111][720/940] lr: 4.000e-02, eta: 2 days, 5:13:10, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7316, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.2209 2022-02-09 10:50:29,789 - mmaction - INFO - Epoch [111][740/940] lr: 4.000e-02, eta: 2 days, 5:12:34, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.4951, top5_acc: 0.7291, loss_cls: 2.2088, loss: 2.2088, grad_norm: 2.2587 2022-02-09 10:50:55,104 - mmaction - INFO - Epoch [111][760/940] lr: 4.000e-02, eta: 2 days, 5:11:58, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7479, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.2278 2022-02-09 10:51:19,998 - mmaction - INFO - Epoch [111][780/940] lr: 4.000e-02, eta: 2 days, 5:11:21, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7512, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.2262 2022-02-09 10:51:45,241 - mmaction - INFO - Epoch [111][800/940] lr: 4.000e-02, eta: 2 days, 5:10:45, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7412, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.2597 2022-02-09 10:52:10,172 - mmaction - INFO - Epoch [111][820/940] lr: 4.000e-02, eta: 2 days, 5:10:08, time: 1.246, data_time: 0.077, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7324, loss_cls: 2.1887, loss: 2.1887, grad_norm: 2.2934 2022-02-09 10:52:35,375 - mmaction - INFO - Epoch [111][840/940] lr: 4.000e-02, eta: 2 days, 5:09:32, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7363, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.2288 2022-02-09 10:53:00,561 - mmaction - INFO - Epoch [111][860/940] lr: 4.000e-02, eta: 2 days, 5:08:55, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.4912, top5_acc: 0.7314, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.2387 2022-02-09 10:53:26,018 - mmaction - INFO - Epoch [111][880/940] lr: 4.000e-02, eta: 2 days, 5:08:20, time: 1.273, data_time: 0.082, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7434, loss_cls: 2.1250, loss: 2.1250, grad_norm: 2.2535 2022-02-09 10:53:51,234 - mmaction - INFO - Epoch [111][900/940] lr: 4.000e-02, eta: 2 days, 5:07:44, time: 1.262, data_time: 0.080, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7375, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.1913 2022-02-09 10:54:16,204 - mmaction - INFO - Epoch [111][920/940] lr: 4.000e-02, eta: 2 days, 5:07:07, time: 1.248, data_time: 0.077, memory: 9488, top1_acc: 0.5107, top5_acc: 0.7506, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.2166 2022-02-09 10:54:40,106 - mmaction - INFO - Epoch [111][940/940] lr: 4.000e-02, eta: 2 days, 5:06:27, time: 1.195, data_time: 0.061, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7330, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.2936 2022-02-09 10:57:28,903 - mmaction - INFO - Epoch [112][20/940] lr: 4.000e-02, eta: 2 days, 5:12:28, time: 8.247, data_time: 6.664, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7439, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.2979 2022-02-09 10:57:52,411 - mmaction - INFO - Epoch [112][40/940] lr: 4.000e-02, eta: 2 days, 5:11:47, time: 1.176, data_time: 0.052, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7529, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.2568 2022-02-09 10:58:16,241 - mmaction - INFO - Epoch [112][60/940] lr: 4.000e-02, eta: 2 days, 5:11:07, time: 1.191, data_time: 0.045, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7441, loss_cls: 2.1582, loss: 2.1582, grad_norm: 2.2704 2022-02-09 10:58:40,094 - mmaction - INFO - Epoch [112][80/940] lr: 4.000e-02, eta: 2 days, 5:10:26, time: 1.192, data_time: 0.050, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7434, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.3087 2022-02-09 10:59:04,331 - mmaction - INFO - Epoch [112][100/940] lr: 4.000e-02, eta: 2 days, 5:09:47, time: 1.212, data_time: 0.052, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7393, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.2842 2022-02-09 10:59:29,059 - mmaction - INFO - Epoch [112][120/940] lr: 4.000e-02, eta: 2 days, 5:09:10, time: 1.237, data_time: 0.050, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7492, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.2329 2022-02-09 10:59:53,763 - mmaction - INFO - Epoch [112][140/940] lr: 4.000e-02, eta: 2 days, 5:08:32, time: 1.234, data_time: 0.056, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7447, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.2602 2022-02-09 11:00:18,404 - mmaction - INFO - Epoch [112][160/940] lr: 4.000e-02, eta: 2 days, 5:07:54, time: 1.232, data_time: 0.052, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7459, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.2491 2022-02-09 11:00:43,468 - mmaction - INFO - Epoch [112][180/940] lr: 4.000e-02, eta: 2 days, 5:07:17, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7469, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.2816 2022-02-09 11:01:08,347 - mmaction - INFO - Epoch [112][200/940] lr: 4.000e-02, eta: 2 days, 5:06:40, time: 1.244, data_time: 0.059, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7352, loss_cls: 2.1543, loss: 2.1543, grad_norm: 2.2970 2022-02-09 11:01:33,579 - mmaction - INFO - Epoch [112][220/940] lr: 4.000e-02, eta: 2 days, 5:06:04, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7357, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.3104 2022-02-09 11:01:58,588 - mmaction - INFO - Epoch [112][240/940] lr: 4.000e-02, eta: 2 days, 5:05:27, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7441, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.2845 2022-02-09 11:02:23,594 - mmaction - INFO - Epoch [112][260/940] lr: 4.000e-02, eta: 2 days, 5:04:50, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7316, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.2602 2022-02-09 11:02:48,747 - mmaction - INFO - Epoch [112][280/940] lr: 4.000e-02, eta: 2 days, 5:04:14, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7398, loss_cls: 2.1628, loss: 2.1628, grad_norm: 2.2881 2022-02-09 11:03:14,035 - mmaction - INFO - Epoch [112][300/940] lr: 4.000e-02, eta: 2 days, 5:03:38, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7408, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.3051 2022-02-09 11:03:38,917 - mmaction - INFO - Epoch [112][320/940] lr: 4.000e-02, eta: 2 days, 5:03:01, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7424, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.2330 2022-02-09 11:04:03,925 - mmaction - INFO - Epoch [112][340/940] lr: 4.000e-02, eta: 2 days, 5:02:24, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7340, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.2984 2022-02-09 11:04:28,716 - mmaction - INFO - Epoch [112][360/940] lr: 4.000e-02, eta: 2 days, 5:01:47, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7414, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.2480 2022-02-09 11:04:53,815 - mmaction - INFO - Epoch [112][380/940] lr: 4.000e-02, eta: 2 days, 5:01:10, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7381, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.2529 2022-02-09 11:05:19,324 - mmaction - INFO - Epoch [112][400/940] lr: 4.000e-02, eta: 2 days, 5:00:35, time: 1.276, data_time: 0.085, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7305, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.2837 2022-02-09 11:05:44,482 - mmaction - INFO - Epoch [112][420/940] lr: 4.000e-02, eta: 2 days, 4:59:58, time: 1.258, data_time: 0.081, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7334, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.3247 2022-02-09 11:06:09,649 - mmaction - INFO - Epoch [112][440/940] lr: 4.000e-02, eta: 2 days, 4:59:22, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7439, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.3031 2022-02-09 11:06:35,009 - mmaction - INFO - Epoch [112][460/940] lr: 4.000e-02, eta: 2 days, 4:58:46, time: 1.269, data_time: 0.074, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7471, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.2799 2022-02-09 11:07:00,525 - mmaction - INFO - Epoch [112][480/940] lr: 4.000e-02, eta: 2 days, 4:58:11, time: 1.275, data_time: 0.081, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7264, loss_cls: 2.2013, loss: 2.2013, grad_norm: 2.3136 2022-02-09 11:07:25,545 - mmaction - INFO - Epoch [112][500/940] lr: 4.000e-02, eta: 2 days, 4:57:34, time: 1.251, data_time: 0.077, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7461, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.3109 2022-02-09 11:07:50,731 - mmaction - INFO - Epoch [112][520/940] lr: 4.000e-02, eta: 2 days, 4:56:58, time: 1.259, data_time: 0.084, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7359, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.2942 2022-02-09 11:08:15,937 - mmaction - INFO - Epoch [112][540/940] lr: 4.000e-02, eta: 2 days, 4:56:22, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1975, loss: 2.1975, grad_norm: 2.3185 2022-02-09 11:08:41,003 - mmaction - INFO - Epoch [112][560/940] lr: 4.000e-02, eta: 2 days, 4:55:46, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.4961, top5_acc: 0.7418, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.2780 2022-02-09 11:09:06,125 - mmaction - INFO - Epoch [112][580/940] lr: 4.000e-02, eta: 2 days, 4:55:09, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7434, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.2600 2022-02-09 11:09:31,425 - mmaction - INFO - Epoch [112][600/940] lr: 4.000e-02, eta: 2 days, 4:54:34, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7391, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.2629 2022-02-09 11:09:56,536 - mmaction - INFO - Epoch [112][620/940] lr: 4.000e-02, eta: 2 days, 4:53:57, time: 1.255, data_time: 0.080, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7455, loss_cls: 2.1123, loss: 2.1123, grad_norm: 2.2161 2022-02-09 11:10:23,144 - mmaction - INFO - Epoch [112][640/940] lr: 4.000e-02, eta: 2 days, 4:53:25, time: 1.330, data_time: 0.077, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7479, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.2504 2022-02-09 11:10:48,483 - mmaction - INFO - Epoch [112][660/940] lr: 4.000e-02, eta: 2 days, 4:52:49, time: 1.267, data_time: 0.083, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7525, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.2416 2022-02-09 11:11:13,713 - mmaction - INFO - Epoch [112][680/940] lr: 4.000e-02, eta: 2 days, 4:52:13, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7422, loss_cls: 2.1649, loss: 2.1649, grad_norm: 2.2904 2022-02-09 11:11:38,735 - mmaction - INFO - Epoch [112][700/940] lr: 4.000e-02, eta: 2 days, 4:51:37, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7422, loss_cls: 2.1403, loss: 2.1403, grad_norm: 2.2998 2022-02-09 11:12:03,907 - mmaction - INFO - Epoch [112][720/940] lr: 4.000e-02, eta: 2 days, 4:51:01, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7334, loss_cls: 2.1964, loss: 2.1964, grad_norm: 2.3258 2022-02-09 11:12:29,080 - mmaction - INFO - Epoch [112][740/940] lr: 4.000e-02, eta: 2 days, 4:50:25, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7484, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.2629 2022-02-09 11:12:54,253 - mmaction - INFO - Epoch [112][760/940] lr: 4.000e-02, eta: 2 days, 4:49:48, time: 1.259, data_time: 0.082, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7404, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.3195 2022-02-09 11:13:19,414 - mmaction - INFO - Epoch [112][780/940] lr: 4.000e-02, eta: 2 days, 4:49:12, time: 1.258, data_time: 0.083, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7480, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.2410 2022-02-09 11:13:44,486 - mmaction - INFO - Epoch [112][800/940] lr: 4.000e-02, eta: 2 days, 4:48:36, time: 1.254, data_time: 0.080, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7512, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.2599 2022-02-09 11:14:09,563 - mmaction - INFO - Epoch [112][820/940] lr: 4.000e-02, eta: 2 days, 4:48:00, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7369, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.2788 2022-02-09 11:14:34,129 - mmaction - INFO - Epoch [112][840/940] lr: 4.000e-02, eta: 2 days, 4:47:22, time: 1.228, data_time: 0.067, memory: 9488, top1_acc: 0.4881, top5_acc: 0.7367, loss_cls: 2.1767, loss: 2.1767, grad_norm: 2.2577 2022-02-09 11:14:59,289 - mmaction - INFO - Epoch [112][860/940] lr: 4.000e-02, eta: 2 days, 4:46:46, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7521, loss_cls: 2.1109, loss: 2.1109, grad_norm: 2.2999 2022-02-09 11:15:24,403 - mmaction - INFO - Epoch [112][880/940] lr: 4.000e-02, eta: 2 days, 4:46:09, time: 1.254, data_time: 0.081, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7365, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.3430 2022-02-09 11:15:49,438 - mmaction - INFO - Epoch [112][900/940] lr: 4.000e-02, eta: 2 days, 4:45:33, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7451, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3142 2022-02-09 11:16:14,796 - mmaction - INFO - Epoch [112][920/940] lr: 4.000e-02, eta: 2 days, 4:44:57, time: 1.268, data_time: 0.082, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7350, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3010 2022-02-09 11:16:38,701 - mmaction - INFO - Epoch [112][940/940] lr: 4.000e-02, eta: 2 days, 4:44:18, time: 1.195, data_time: 0.070, memory: 9488, top1_acc: 0.4957, top5_acc: 0.7346, loss_cls: 2.1897, loss: 2.1897, grad_norm: 2.3381 2022-02-09 11:19:16,278 - mmaction - INFO - Epoch [113][20/940] lr: 4.000e-02, eta: 2 days, 4:49:31, time: 7.569, data_time: 5.824, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7363, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.2652 2022-02-09 11:19:39,659 - mmaction - INFO - Epoch [113][40/940] lr: 4.000e-02, eta: 2 days, 4:48:50, time: 1.169, data_time: 0.052, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7426, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.2720 2022-02-09 11:20:03,371 - mmaction - INFO - Epoch [113][60/940] lr: 4.000e-02, eta: 2 days, 4:48:10, time: 1.185, data_time: 0.046, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7486, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.2433 2022-02-09 11:20:27,313 - mmaction - INFO - Epoch [113][80/940] lr: 4.000e-02, eta: 2 days, 4:47:30, time: 1.197, data_time: 0.051, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.2899 2022-02-09 11:20:51,900 - mmaction - INFO - Epoch [113][100/940] lr: 4.000e-02, eta: 2 days, 4:46:52, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7340, loss_cls: 2.1716, loss: 2.1716, grad_norm: 2.3105 2022-02-09 11:21:16,357 - mmaction - INFO - Epoch [113][120/940] lr: 4.000e-02, eta: 2 days, 4:46:14, time: 1.224, data_time: 0.061, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7441, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.2728 2022-02-09 11:21:41,025 - mmaction - INFO - Epoch [113][140/940] lr: 4.000e-02, eta: 2 days, 4:45:37, time: 1.233, data_time: 0.063, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7420, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.2508 2022-02-09 11:22:05,697 - mmaction - INFO - Epoch [113][160/940] lr: 4.000e-02, eta: 2 days, 4:44:59, time: 1.234, data_time: 0.069, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7395, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.3118 2022-02-09 11:22:30,133 - mmaction - INFO - Epoch [113][180/940] lr: 4.000e-02, eta: 2 days, 4:44:21, time: 1.222, data_time: 0.061, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7410, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.2879 2022-02-09 11:22:55,235 - mmaction - INFO - Epoch [113][200/940] lr: 4.000e-02, eta: 2 days, 4:43:45, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7584, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.3613 2022-02-09 11:23:20,050 - mmaction - INFO - Epoch [113][220/940] lr: 4.000e-02, eta: 2 days, 4:43:08, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7361, loss_cls: 2.1547, loss: 2.1547, grad_norm: 2.2927 2022-02-09 11:23:45,110 - mmaction - INFO - Epoch [113][240/940] lr: 4.000e-02, eta: 2 days, 4:42:31, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7465, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.3005 2022-02-09 11:24:10,044 - mmaction - INFO - Epoch [113][260/940] lr: 4.000e-02, eta: 2 days, 4:41:54, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7531, loss_cls: 2.1018, loss: 2.1018, grad_norm: 2.2654 2022-02-09 11:24:35,110 - mmaction - INFO - Epoch [113][280/940] lr: 4.000e-02, eta: 2 days, 4:41:18, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7418, loss_cls: 2.1447, loss: 2.1447, grad_norm: 2.3336 2022-02-09 11:25:00,326 - mmaction - INFO - Epoch [113][300/940] lr: 4.000e-02, eta: 2 days, 4:40:42, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.5035, top5_acc: 0.7498, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.3158 2022-02-09 11:25:25,538 - mmaction - INFO - Epoch [113][320/940] lr: 4.000e-02, eta: 2 days, 4:40:06, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7479, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.2966 2022-02-09 11:25:50,497 - mmaction - INFO - Epoch [113][340/940] lr: 4.000e-02, eta: 2 days, 4:39:30, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7373, loss_cls: 2.1831, loss: 2.1831, grad_norm: 2.3176 2022-02-09 11:26:15,744 - mmaction - INFO - Epoch [113][360/940] lr: 4.000e-02, eta: 2 days, 4:38:54, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.4975, top5_acc: 0.7426, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.3305 2022-02-09 11:26:41,041 - mmaction - INFO - Epoch [113][380/940] lr: 4.000e-02, eta: 2 days, 4:38:18, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.4953, top5_acc: 0.7371, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.2905 2022-02-09 11:27:06,310 - mmaction - INFO - Epoch [113][400/940] lr: 4.000e-02, eta: 2 days, 4:37:42, time: 1.263, data_time: 0.082, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7451, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.3080 2022-02-09 11:27:31,453 - mmaction - INFO - Epoch [113][420/940] lr: 4.000e-02, eta: 2 days, 4:37:06, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7410, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.2966 2022-02-09 11:27:56,925 - mmaction - INFO - Epoch [113][440/940] lr: 4.000e-02, eta: 2 days, 4:36:31, time: 1.274, data_time: 0.081, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7377, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.2930 2022-02-09 11:28:22,184 - mmaction - INFO - Epoch [113][460/940] lr: 4.000e-02, eta: 2 days, 4:35:55, time: 1.264, data_time: 0.078, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7410, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.2974 2022-02-09 11:28:47,306 - mmaction - INFO - Epoch [113][480/940] lr: 4.000e-02, eta: 2 days, 4:35:19, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7430, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.3263 2022-02-09 11:29:12,374 - mmaction - INFO - Epoch [113][500/940] lr: 4.000e-02, eta: 2 days, 4:34:43, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7350, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.3022 2022-02-09 11:29:37,803 - mmaction - INFO - Epoch [113][520/940] lr: 4.000e-02, eta: 2 days, 4:34:07, time: 1.271, data_time: 0.063, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7463, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.2945 2022-02-09 11:30:03,128 - mmaction - INFO - Epoch [113][540/940] lr: 4.000e-02, eta: 2 days, 4:33:32, time: 1.266, data_time: 0.082, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0900, loss: 2.0900, grad_norm: 2.3234 2022-02-09 11:30:28,123 - mmaction - INFO - Epoch [113][560/940] lr: 4.000e-02, eta: 2 days, 4:32:55, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.1804, loss: 2.1804, grad_norm: 2.3569 2022-02-09 11:30:53,340 - mmaction - INFO - Epoch [113][580/940] lr: 4.000e-02, eta: 2 days, 4:32:20, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7373, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.3300 2022-02-09 11:31:18,478 - mmaction - INFO - Epoch [113][600/940] lr: 4.000e-02, eta: 2 days, 4:31:44, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7426, loss_cls: 2.1303, loss: 2.1303, grad_norm: 2.2821 2022-02-09 11:31:43,991 - mmaction - INFO - Epoch [113][620/940] lr: 4.000e-02, eta: 2 days, 4:31:09, time: 1.276, data_time: 0.077, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7457, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.3130 2022-02-09 11:32:09,280 - mmaction - INFO - Epoch [113][640/940] lr: 4.000e-02, eta: 2 days, 4:30:33, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7467, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.3570 2022-02-09 11:32:34,704 - mmaction - INFO - Epoch [113][660/940] lr: 4.000e-02, eta: 2 days, 4:29:58, time: 1.271, data_time: 0.081, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7408, loss_cls: 2.1424, loss: 2.1424, grad_norm: 2.2986 2022-02-09 11:32:59,691 - mmaction - INFO - Epoch [113][680/940] lr: 4.000e-02, eta: 2 days, 4:29:21, time: 1.249, data_time: 0.080, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7361, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.2904 2022-02-09 11:33:24,896 - mmaction - INFO - Epoch [113][700/940] lr: 4.000e-02, eta: 2 days, 4:28:45, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7387, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.2898 2022-02-09 11:33:50,043 - mmaction - INFO - Epoch [113][720/940] lr: 4.000e-02, eta: 2 days, 4:28:09, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7459, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.2557 2022-02-09 11:34:15,550 - mmaction - INFO - Epoch [113][740/940] lr: 4.000e-02, eta: 2 days, 4:27:34, time: 1.275, data_time: 0.076, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7426, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.2571 2022-02-09 11:34:40,931 - mmaction - INFO - Epoch [113][760/940] lr: 4.000e-02, eta: 2 days, 4:26:59, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7420, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.3087 2022-02-09 11:35:06,434 - mmaction - INFO - Epoch [113][780/940] lr: 4.000e-02, eta: 2 days, 4:26:24, time: 1.275, data_time: 0.072, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7480, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.2670 2022-02-09 11:35:31,731 - mmaction - INFO - Epoch [113][800/940] lr: 4.000e-02, eta: 2 days, 4:25:49, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7381, loss_cls: 2.1388, loss: 2.1388, grad_norm: 2.3139 2022-02-09 11:35:57,084 - mmaction - INFO - Epoch [113][820/940] lr: 4.000e-02, eta: 2 days, 4:25:13, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7471, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.2809 2022-02-09 11:36:22,057 - mmaction - INFO - Epoch [113][840/940] lr: 4.000e-02, eta: 2 days, 4:24:37, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7387, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.2940 2022-02-09 11:36:47,452 - mmaction - INFO - Epoch [113][860/940] lr: 4.000e-02, eta: 2 days, 4:24:02, time: 1.269, data_time: 0.078, memory: 9488, top1_acc: 0.5107, top5_acc: 0.7463, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.3360 2022-02-09 11:37:12,635 - mmaction - INFO - Epoch [113][880/940] lr: 4.000e-02, eta: 2 days, 4:23:26, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7338, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.2768 2022-02-09 11:37:38,403 - mmaction - INFO - Epoch [113][900/940] lr: 4.000e-02, eta: 2 days, 4:22:52, time: 1.288, data_time: 0.080, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7502, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.3106 2022-02-09 11:38:03,670 - mmaction - INFO - Epoch [113][920/940] lr: 4.000e-02, eta: 2 days, 4:22:16, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.3347 2022-02-09 11:38:27,796 - mmaction - INFO - Epoch [113][940/940] lr: 4.000e-02, eta: 2 days, 4:21:37, time: 1.207, data_time: 0.066, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7368, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.3234 2022-02-09 11:40:57,562 - mmaction - INFO - Epoch [114][20/940] lr: 4.000e-02, eta: 2 days, 4:26:32, time: 7.375, data_time: 5.700, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7588, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.3367 2022-02-09 11:41:21,104 - mmaction - INFO - Epoch [114][40/940] lr: 4.000e-02, eta: 2 days, 4:25:51, time: 1.177, data_time: 0.045, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7430, loss_cls: 2.1385, loss: 2.1385, grad_norm: 2.3438 2022-02-09 11:41:44,904 - mmaction - INFO - Epoch [114][60/940] lr: 4.000e-02, eta: 2 days, 4:25:12, time: 1.190, data_time: 0.049, memory: 9488, top1_acc: 0.5031, top5_acc: 0.7416, loss_cls: 2.1622, loss: 2.1622, grad_norm: 2.3635 2022-02-09 11:42:09,122 - mmaction - INFO - Epoch [114][80/940] lr: 4.000e-02, eta: 2 days, 4:24:33, time: 1.211, data_time: 0.049, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7408, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.2807 2022-02-09 11:42:33,514 - mmaction - INFO - Epoch [114][100/940] lr: 4.000e-02, eta: 2 days, 4:23:55, time: 1.220, data_time: 0.055, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7389, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.3979 2022-02-09 11:42:57,971 - mmaction - INFO - Epoch [114][120/940] lr: 4.000e-02, eta: 2 days, 4:23:17, time: 1.224, data_time: 0.054, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7518, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.3261 2022-02-09 11:43:22,582 - mmaction - INFO - Epoch [114][140/940] lr: 4.000e-02, eta: 2 days, 4:22:40, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7367, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3169 2022-02-09 11:43:47,308 - mmaction - INFO - Epoch [114][160/940] lr: 4.000e-02, eta: 2 days, 4:22:03, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7428, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.3358 2022-02-09 11:44:12,179 - mmaction - INFO - Epoch [114][180/940] lr: 4.000e-02, eta: 2 days, 4:21:26, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7434, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.2938 2022-02-09 11:44:36,814 - mmaction - INFO - Epoch [114][200/940] lr: 4.000e-02, eta: 2 days, 4:20:49, time: 1.232, data_time: 0.070, memory: 9488, top1_acc: 0.4924, top5_acc: 0.7346, loss_cls: 2.1654, loss: 2.1654, grad_norm: 2.3518 2022-02-09 11:45:01,872 - mmaction - INFO - Epoch [114][220/940] lr: 4.000e-02, eta: 2 days, 4:20:12, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7412, loss_cls: 2.1421, loss: 2.1421, grad_norm: 2.3548 2022-02-09 11:45:27,110 - mmaction - INFO - Epoch [114][240/940] lr: 4.000e-02, eta: 2 days, 4:19:37, time: 1.263, data_time: 0.065, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7447, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.3048 2022-02-09 11:45:52,218 - mmaction - INFO - Epoch [114][260/940] lr: 4.000e-02, eta: 2 days, 4:19:01, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7396, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.2996 2022-02-09 11:46:17,169 - mmaction - INFO - Epoch [114][280/940] lr: 4.000e-02, eta: 2 days, 4:18:24, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7379, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.3379 2022-02-09 11:46:42,196 - mmaction - INFO - Epoch [114][300/940] lr: 4.000e-02, eta: 2 days, 4:17:48, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7398, loss_cls: 2.1665, loss: 2.1665, grad_norm: 2.3355 2022-02-09 11:47:07,512 - mmaction - INFO - Epoch [114][320/940] lr: 4.000e-02, eta: 2 days, 4:17:13, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7447, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.3145 2022-02-09 11:47:32,735 - mmaction - INFO - Epoch [114][340/940] lr: 4.000e-02, eta: 2 days, 4:16:37, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7486, loss_cls: 2.1121, loss: 2.1121, grad_norm: 2.3473 2022-02-09 11:47:57,616 - mmaction - INFO - Epoch [114][360/940] lr: 4.000e-02, eta: 2 days, 4:16:00, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7432, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.3212 2022-02-09 11:48:22,787 - mmaction - INFO - Epoch [114][380/940] lr: 4.000e-02, eta: 2 days, 4:15:24, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7537, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.3616 2022-02-09 11:48:48,230 - mmaction - INFO - Epoch [114][400/940] lr: 4.000e-02, eta: 2 days, 4:14:49, time: 1.272, data_time: 0.071, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7379, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3542 2022-02-09 11:49:13,396 - mmaction - INFO - Epoch [114][420/940] lr: 4.000e-02, eta: 2 days, 4:14:14, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7449, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3411 2022-02-09 11:49:38,658 - mmaction - INFO - Epoch [114][440/940] lr: 4.000e-02, eta: 2 days, 4:13:38, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7457, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.3357 2022-02-09 11:50:03,856 - mmaction - INFO - Epoch [114][460/940] lr: 4.000e-02, eta: 2 days, 4:13:02, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.5010, top5_acc: 0.7352, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.3552 2022-02-09 11:50:29,086 - mmaction - INFO - Epoch [114][480/940] lr: 4.000e-02, eta: 2 days, 4:12:27, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7471, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.3507 2022-02-09 11:50:54,291 - mmaction - INFO - Epoch [114][500/940] lr: 4.000e-02, eta: 2 days, 4:11:51, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.3387 2022-02-09 11:51:19,587 - mmaction - INFO - Epoch [114][520/940] lr: 4.000e-02, eta: 2 days, 4:11:16, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7490, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.3258 2022-02-09 11:51:44,741 - mmaction - INFO - Epoch [114][540/940] lr: 4.000e-02, eta: 2 days, 4:10:40, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.3140 2022-02-09 11:52:09,926 - mmaction - INFO - Epoch [114][560/940] lr: 4.000e-02, eta: 2 days, 4:10:04, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7430, loss_cls: 2.1609, loss: 2.1609, grad_norm: 2.3923 2022-02-09 11:52:35,309 - mmaction - INFO - Epoch [114][580/940] lr: 4.000e-02, eta: 2 days, 4:09:29, time: 1.270, data_time: 0.091, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7436, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.3261 2022-02-09 11:53:00,477 - mmaction - INFO - Epoch [114][600/940] lr: 4.000e-02, eta: 2 days, 4:08:53, time: 1.258, data_time: 0.083, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7357, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.3449 2022-02-09 11:53:25,491 - mmaction - INFO - Epoch [114][620/940] lr: 4.000e-02, eta: 2 days, 4:08:17, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7504, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3489 2022-02-09 11:53:50,979 - mmaction - INFO - Epoch [114][640/940] lr: 4.000e-02, eta: 2 days, 4:07:42, time: 1.275, data_time: 0.069, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7393, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.3128 2022-02-09 11:54:16,199 - mmaction - INFO - Epoch [114][660/940] lr: 4.000e-02, eta: 2 days, 4:07:07, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7350, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.3663 2022-02-09 11:54:41,477 - mmaction - INFO - Epoch [114][680/940] lr: 4.000e-02, eta: 2 days, 4:06:31, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.4963, top5_acc: 0.7346, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.3636 2022-02-09 11:55:06,785 - mmaction - INFO - Epoch [114][700/940] lr: 4.000e-02, eta: 2 days, 4:05:56, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7428, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.3302 2022-02-09 11:55:32,404 - mmaction - INFO - Epoch [114][720/940] lr: 4.000e-02, eta: 2 days, 4:05:21, time: 1.281, data_time: 0.079, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7314, loss_cls: 2.2199, loss: 2.2199, grad_norm: 2.3394 2022-02-09 11:55:57,510 - mmaction - INFO - Epoch [114][740/940] lr: 4.000e-02, eta: 2 days, 4:04:46, time: 1.255, data_time: 0.080, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7525, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.2838 2022-02-09 11:56:22,496 - mmaction - INFO - Epoch [114][760/940] lr: 4.000e-02, eta: 2 days, 4:04:09, time: 1.250, data_time: 0.077, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7432, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3584 2022-02-09 11:56:47,818 - mmaction - INFO - Epoch [114][780/940] lr: 4.000e-02, eta: 2 days, 4:03:34, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7422, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3145 2022-02-09 11:57:12,633 - mmaction - INFO - Epoch [114][800/940] lr: 4.000e-02, eta: 2 days, 4:02:58, time: 1.240, data_time: 0.073, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7422, loss_cls: 2.1716, loss: 2.1716, grad_norm: 2.2901 2022-02-09 11:57:37,792 - mmaction - INFO - Epoch [114][820/940] lr: 4.000e-02, eta: 2 days, 4:02:22, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7338, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.3066 2022-02-09 11:58:03,005 - mmaction - INFO - Epoch [114][840/940] lr: 4.000e-02, eta: 2 days, 4:01:46, time: 1.261, data_time: 0.081, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7508, loss_cls: 2.1147, loss: 2.1147, grad_norm: 2.3533 2022-02-09 11:58:28,088 - mmaction - INFO - Epoch [114][860/940] lr: 4.000e-02, eta: 2 days, 4:01:11, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7350, loss_cls: 2.1485, loss: 2.1485, grad_norm: 2.3454 2022-02-09 11:58:53,464 - mmaction - INFO - Epoch [114][880/940] lr: 4.000e-02, eta: 2 days, 4:00:35, time: 1.269, data_time: 0.079, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7369, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.3009 2022-02-09 11:59:18,922 - mmaction - INFO - Epoch [114][900/940] lr: 4.000e-02, eta: 2 days, 4:00:01, time: 1.273, data_time: 0.080, memory: 9488, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.4023 2022-02-09 11:59:43,779 - mmaction - INFO - Epoch [114][920/940] lr: 4.000e-02, eta: 2 days, 3:59:24, time: 1.243, data_time: 0.074, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7426, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.3465 2022-02-09 12:00:07,998 - mmaction - INFO - Epoch [114][940/940] lr: 4.000e-02, eta: 2 days, 3:58:46, time: 1.211, data_time: 0.066, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7397, loss_cls: 2.1483, loss: 2.1483, grad_norm: 2.3323 2022-02-09 12:02:39,641 - mmaction - INFO - Epoch [115][20/940] lr: 4.000e-02, eta: 2 days, 4:03:35, time: 7.424, data_time: 5.588, memory: 9488, top1_acc: 0.5102, top5_acc: 0.7426, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.2797 2022-02-09 12:03:03,050 - mmaction - INFO - Epoch [115][40/940] lr: 4.000e-02, eta: 2 days, 4:02:54, time: 1.171, data_time: 0.046, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7426, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.3385 2022-02-09 12:03:26,895 - mmaction - INFO - Epoch [115][60/940] lr: 4.000e-02, eta: 2 days, 4:02:15, time: 1.192, data_time: 0.045, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7475, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.3414 2022-02-09 12:03:50,901 - mmaction - INFO - Epoch [115][80/940] lr: 4.000e-02, eta: 2 days, 4:01:36, time: 1.200, data_time: 0.048, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7383, loss_cls: 2.1448, loss: 2.1448, grad_norm: 2.3347 2022-02-09 12:04:15,391 - mmaction - INFO - Epoch [115][100/940] lr: 4.000e-02, eta: 2 days, 4:00:59, time: 1.224, data_time: 0.054, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7377, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.2647 2022-02-09 12:04:39,892 - mmaction - INFO - Epoch [115][120/940] lr: 4.000e-02, eta: 2 days, 4:00:21, time: 1.225, data_time: 0.053, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7504, loss_cls: 2.0557, loss: 2.0557, grad_norm: 2.3072 2022-02-09 12:05:04,429 - mmaction - INFO - Epoch [115][140/940] lr: 4.000e-02, eta: 2 days, 3:59:44, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7535, loss_cls: 2.0850, loss: 2.0850, grad_norm: 2.3664 2022-02-09 12:05:29,173 - mmaction - INFO - Epoch [115][160/940] lr: 4.000e-02, eta: 2 days, 3:59:07, time: 1.236, data_time: 0.056, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7424, loss_cls: 2.1681, loss: 2.1681, grad_norm: 2.3640 2022-02-09 12:05:54,063 - mmaction - INFO - Epoch [115][180/940] lr: 4.000e-02, eta: 2 days, 3:58:31, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7473, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.3254 2022-02-09 12:06:18,800 - mmaction - INFO - Epoch [115][200/940] lr: 4.000e-02, eta: 2 days, 3:57:54, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7330, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.3298 2022-02-09 12:06:43,592 - mmaction - INFO - Epoch [115][220/940] lr: 4.000e-02, eta: 2 days, 3:57:17, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7428, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.3519 2022-02-09 12:07:08,375 - mmaction - INFO - Epoch [115][240/940] lr: 4.000e-02, eta: 2 days, 3:56:41, time: 1.239, data_time: 0.073, memory: 9488, top1_acc: 0.4955, top5_acc: 0.7303, loss_cls: 2.1825, loss: 2.1825, grad_norm: 2.3535 2022-02-09 12:07:33,182 - mmaction - INFO - Epoch [115][260/940] lr: 4.000e-02, eta: 2 days, 3:56:04, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7391, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.3533 2022-02-09 12:07:58,055 - mmaction - INFO - Epoch [115][280/940] lr: 4.000e-02, eta: 2 days, 3:55:28, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7396, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3599 2022-02-09 12:08:22,682 - mmaction - INFO - Epoch [115][300/940] lr: 4.000e-02, eta: 2 days, 3:54:51, time: 1.231, data_time: 0.061, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7502, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.3532 2022-02-09 12:08:47,466 - mmaction - INFO - Epoch [115][320/940] lr: 4.000e-02, eta: 2 days, 3:54:14, time: 1.239, data_time: 0.066, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7338, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.3788 2022-02-09 12:09:12,228 - mmaction - INFO - Epoch [115][340/940] lr: 4.000e-02, eta: 2 days, 3:53:37, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7428, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.3860 2022-02-09 12:09:37,509 - mmaction - INFO - Epoch [115][360/940] lr: 4.000e-02, eta: 2 days, 3:53:02, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7480, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.3953 2022-02-09 12:10:02,816 - mmaction - INFO - Epoch [115][380/940] lr: 4.000e-02, eta: 2 days, 3:52:27, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7586, loss_cls: 2.0556, loss: 2.0556, grad_norm: 2.3442 2022-02-09 12:10:27,999 - mmaction - INFO - Epoch [115][400/940] lr: 4.000e-02, eta: 2 days, 3:51:51, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7422, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.3682 2022-02-09 12:10:52,918 - mmaction - INFO - Epoch [115][420/940] lr: 4.000e-02, eta: 2 days, 3:51:15, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7510, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.3555 2022-02-09 12:11:17,809 - mmaction - INFO - Epoch [115][440/940] lr: 4.000e-02, eta: 2 days, 3:50:39, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7486, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.3466 2022-02-09 12:11:43,020 - mmaction - INFO - Epoch [115][460/940] lr: 4.000e-02, eta: 2 days, 3:50:03, time: 1.261, data_time: 0.059, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7359, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.3376 2022-02-09 12:12:08,019 - mmaction - INFO - Epoch [115][480/940] lr: 4.000e-02, eta: 2 days, 3:49:27, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7430, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.3481 2022-02-09 12:12:32,978 - mmaction - INFO - Epoch [115][500/940] lr: 4.000e-02, eta: 2 days, 3:48:51, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7514, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.3448 2022-02-09 12:12:57,823 - mmaction - INFO - Epoch [115][520/940] lr: 4.000e-02, eta: 2 days, 3:48:15, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7359, loss_cls: 2.1886, loss: 2.1886, grad_norm: 2.3514 2022-02-09 12:13:22,952 - mmaction - INFO - Epoch [115][540/940] lr: 4.000e-02, eta: 2 days, 3:47:39, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7406, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.3135 2022-02-09 12:13:48,044 - mmaction - INFO - Epoch [115][560/940] lr: 4.000e-02, eta: 2 days, 3:47:03, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7389, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.3292 2022-02-09 12:14:12,968 - mmaction - INFO - Epoch [115][580/940] lr: 4.000e-02, eta: 2 days, 3:46:27, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7422, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.3088 2022-02-09 12:14:38,054 - mmaction - INFO - Epoch [115][600/940] lr: 4.000e-02, eta: 2 days, 3:45:52, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.4982, top5_acc: 0.7395, loss_cls: 2.1840, loss: 2.1840, grad_norm: 2.3776 2022-02-09 12:15:02,992 - mmaction - INFO - Epoch [115][620/940] lr: 4.000e-02, eta: 2 days, 3:45:15, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7465, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.3156 2022-02-09 12:15:28,215 - mmaction - INFO - Epoch [115][640/940] lr: 4.000e-02, eta: 2 days, 3:44:40, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7467, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.3386 2022-02-09 12:15:53,125 - mmaction - INFO - Epoch [115][660/940] lr: 4.000e-02, eta: 2 days, 3:44:04, time: 1.245, data_time: 0.074, memory: 9488, top1_acc: 0.4945, top5_acc: 0.7432, loss_cls: 2.1867, loss: 2.1867, grad_norm: 2.4097 2022-02-09 12:16:18,118 - mmaction - INFO - Epoch [115][680/940] lr: 4.000e-02, eta: 2 days, 3:43:28, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7486, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.3253 2022-02-09 12:16:42,887 - mmaction - INFO - Epoch [115][700/940] lr: 4.000e-02, eta: 2 days, 3:42:52, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7449, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3014 2022-02-09 12:17:07,781 - mmaction - INFO - Epoch [115][720/940] lr: 4.000e-02, eta: 2 days, 3:42:15, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7469, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.3480 2022-02-09 12:17:32,931 - mmaction - INFO - Epoch [115][740/940] lr: 4.000e-02, eta: 2 days, 3:41:40, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7377, loss_cls: 2.1533, loss: 2.1533, grad_norm: 2.3590 2022-02-09 12:17:57,963 - mmaction - INFO - Epoch [115][760/940] lr: 4.000e-02, eta: 2 days, 3:41:04, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7354, loss_cls: 2.1953, loss: 2.1953, grad_norm: 2.3831 2022-02-09 12:18:22,873 - mmaction - INFO - Epoch [115][780/940] lr: 4.000e-02, eta: 2 days, 3:40:28, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7518, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.3526 2022-02-09 12:18:47,822 - mmaction - INFO - Epoch [115][800/940] lr: 4.000e-02, eta: 2 days, 3:39:52, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7463, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.3881 2022-02-09 12:19:12,829 - mmaction - INFO - Epoch [115][820/940] lr: 4.000e-02, eta: 2 days, 3:39:16, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7484, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.3475 2022-02-09 12:19:38,120 - mmaction - INFO - Epoch [115][840/940] lr: 4.000e-02, eta: 2 days, 3:38:41, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7246, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.3612 2022-02-09 12:20:03,423 - mmaction - INFO - Epoch [115][860/940] lr: 4.000e-02, eta: 2 days, 3:38:06, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7424, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.3282 2022-02-09 12:20:28,375 - mmaction - INFO - Epoch [115][880/940] lr: 4.000e-02, eta: 2 days, 3:37:30, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7520, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.3541 2022-02-09 12:20:53,648 - mmaction - INFO - Epoch [115][900/940] lr: 4.000e-02, eta: 2 days, 3:36:55, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7377, loss_cls: 2.1671, loss: 2.1671, grad_norm: 2.3446 2022-02-09 12:21:18,639 - mmaction - INFO - Epoch [115][920/940] lr: 4.000e-02, eta: 2 days, 3:36:19, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7434, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.3683 2022-02-09 12:21:42,552 - mmaction - INFO - Epoch [115][940/940] lr: 4.000e-02, eta: 2 days, 3:35:41, time: 1.196, data_time: 0.062, memory: 9488, top1_acc: 0.4998, top5_acc: 0.7328, loss_cls: 2.2233, loss: 2.2233, grad_norm: 2.3865 2022-02-09 12:21:47,606 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 12:21:47,609 - mmaction - INFO - 110 BN found 2022-02-09 12:25:47,916 - mmaction - INFO - BN stats updated 2022-02-09 12:25:49,919 - mmaction - INFO - Saving checkpoint at 115 epochs 2022-02-09 12:28:42,334 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 12:28:43,086 - mmaction - INFO - top1_acc 0.5814 top5_acc 0.8230 2022-02-09 12:28:43,086 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 12:28:43,120 - mmaction - INFO - mean_acc 0.5813 2022-02-09 12:28:43,122 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_110.pth was removed 2022-02-09 12:28:45,134 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_115.pth. 2022-02-09 12:28:45,135 - mmaction - INFO - Best top1_acc is 0.5814 at 115 epoch. 2022-02-09 12:28:45,144 - mmaction - INFO - Epoch(val) [115][78] top1_acc: 0.5814, top5_acc: 0.8230, mean_class_accuracy: 0.5813 2022-02-09 12:31:08,147 - mmaction - INFO - Epoch [116][20/940] lr: 4.000e-02, eta: 2 days, 3:40:07, time: 7.149, data_time: 5.705, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7426, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.3851 2022-02-09 12:31:31,640 - mmaction - INFO - Epoch [116][40/940] lr: 4.000e-02, eta: 2 days, 3:39:27, time: 1.174, data_time: 0.057, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.3303 2022-02-09 12:31:55,153 - mmaction - INFO - Epoch [116][60/940] lr: 4.000e-02, eta: 2 days, 3:38:48, time: 1.175, data_time: 0.050, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7555, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.3791 2022-02-09 12:32:19,164 - mmaction - INFO - Epoch [116][80/940] lr: 4.000e-02, eta: 2 days, 3:38:09, time: 1.200, data_time: 0.048, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7410, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.3733 2022-02-09 12:32:43,236 - mmaction - INFO - Epoch [116][100/940] lr: 4.000e-02, eta: 2 days, 3:37:31, time: 1.204, data_time: 0.054, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7484, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.3491 2022-02-09 12:33:07,567 - mmaction - INFO - Epoch [116][120/940] lr: 4.000e-02, eta: 2 days, 3:36:53, time: 1.216, data_time: 0.050, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7396, loss_cls: 2.1614, loss: 2.1614, grad_norm: 2.3898 2022-02-09 12:33:32,192 - mmaction - INFO - Epoch [116][140/940] lr: 4.000e-02, eta: 2 days, 3:36:16, time: 1.231, data_time: 0.065, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.3628 2022-02-09 12:33:56,718 - mmaction - INFO - Epoch [116][160/940] lr: 4.000e-02, eta: 2 days, 3:35:39, time: 1.226, data_time: 0.062, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7461, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3520 2022-02-09 12:34:21,561 - mmaction - INFO - Epoch [116][180/940] lr: 4.000e-02, eta: 2 days, 3:35:03, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7420, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.3831 2022-02-09 12:34:46,407 - mmaction - INFO - Epoch [116][200/940] lr: 4.000e-02, eta: 2 days, 3:34:27, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7510, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.3653 2022-02-09 12:35:11,470 - mmaction - INFO - Epoch [116][220/940] lr: 4.000e-02, eta: 2 days, 3:33:51, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7375, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.3854 2022-02-09 12:35:36,359 - mmaction - INFO - Epoch [116][240/940] lr: 4.000e-02, eta: 2 days, 3:33:15, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5102, top5_acc: 0.7424, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.3851 2022-02-09 12:36:01,814 - mmaction - INFO - Epoch [116][260/940] lr: 4.000e-02, eta: 2 days, 3:32:40, time: 1.273, data_time: 0.064, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7414, loss_cls: 2.1293, loss: 2.1293, grad_norm: 2.3465 2022-02-09 12:36:26,593 - mmaction - INFO - Epoch [116][280/940] lr: 4.000e-02, eta: 2 days, 3:32:04, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.3187 2022-02-09 12:36:51,418 - mmaction - INFO - Epoch [116][300/940] lr: 4.000e-02, eta: 2 days, 3:31:28, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7535, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.3615 2022-02-09 12:37:16,561 - mmaction - INFO - Epoch [116][320/940] lr: 4.000e-02, eta: 2 days, 3:30:52, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.3893 2022-02-09 12:37:41,581 - mmaction - INFO - Epoch [116][340/940] lr: 4.000e-02, eta: 2 days, 3:30:16, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7447, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.3823 2022-02-09 12:38:06,385 - mmaction - INFO - Epoch [116][360/940] lr: 4.000e-02, eta: 2 days, 3:29:40, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7424, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.3740 2022-02-09 12:38:31,216 - mmaction - INFO - Epoch [116][380/940] lr: 4.000e-02, eta: 2 days, 3:29:04, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7311, loss_cls: 2.1588, loss: 2.1588, grad_norm: 2.3806 2022-02-09 12:38:56,372 - mmaction - INFO - Epoch [116][400/940] lr: 4.000e-02, eta: 2 days, 3:28:28, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7504, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.4054 2022-02-09 12:39:21,378 - mmaction - INFO - Epoch [116][420/940] lr: 4.000e-02, eta: 2 days, 3:27:53, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7561, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.3523 2022-02-09 12:39:46,573 - mmaction - INFO - Epoch [116][440/940] lr: 4.000e-02, eta: 2 days, 3:27:17, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7527, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.4278 2022-02-09 12:40:11,488 - mmaction - INFO - Epoch [116][460/940] lr: 4.000e-02, eta: 2 days, 3:26:41, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5102, top5_acc: 0.7514, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.3709 2022-02-09 12:40:36,615 - mmaction - INFO - Epoch [116][480/940] lr: 4.000e-02, eta: 2 days, 3:26:06, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7396, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.3898 2022-02-09 12:41:01,648 - mmaction - INFO - Epoch [116][500/940] lr: 4.000e-02, eta: 2 days, 3:25:30, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7346, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.3723 2022-02-09 12:41:26,478 - mmaction - INFO - Epoch [116][520/940] lr: 4.000e-02, eta: 2 days, 3:24:54, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7525, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3793 2022-02-09 12:41:51,496 - mmaction - INFO - Epoch [116][540/940] lr: 4.000e-02, eta: 2 days, 3:24:19, time: 1.251, data_time: 0.057, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7381, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.3747 2022-02-09 12:42:16,513 - mmaction - INFO - Epoch [116][560/940] lr: 4.000e-02, eta: 2 days, 3:23:43, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7500, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.3894 2022-02-09 12:42:41,791 - mmaction - INFO - Epoch [116][580/940] lr: 4.000e-02, eta: 2 days, 3:23:08, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.5018, top5_acc: 0.7379, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.3700 2022-02-09 12:43:07,053 - mmaction - INFO - Epoch [116][600/940] lr: 4.000e-02, eta: 2 days, 3:22:33, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7479, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.3963 2022-02-09 12:43:32,368 - mmaction - INFO - Epoch [116][620/940] lr: 4.000e-02, eta: 2 days, 3:21:58, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7299, loss_cls: 2.1795, loss: 2.1795, grad_norm: 2.4210 2022-02-09 12:43:57,401 - mmaction - INFO - Epoch [116][640/940] lr: 4.000e-02, eta: 2 days, 3:21:22, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7508, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3832 2022-02-09 12:44:22,339 - mmaction - INFO - Epoch [116][660/940] lr: 4.000e-02, eta: 2 days, 3:20:47, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7418, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.3931 2022-02-09 12:44:47,557 - mmaction - INFO - Epoch [116][680/940] lr: 4.000e-02, eta: 2 days, 3:20:11, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.4967, top5_acc: 0.7373, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.3452 2022-02-09 12:45:12,859 - mmaction - INFO - Epoch [116][700/940] lr: 4.000e-02, eta: 2 days, 3:19:37, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7527, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.3578 2022-02-09 12:45:38,268 - mmaction - INFO - Epoch [116][720/940] lr: 4.000e-02, eta: 2 days, 3:19:02, time: 1.270, data_time: 0.068, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7461, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.3545 2022-02-09 12:46:03,589 - mmaction - INFO - Epoch [116][740/940] lr: 4.000e-02, eta: 2 days, 3:18:27, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7498, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3794 2022-02-09 12:46:29,071 - mmaction - INFO - Epoch [116][760/940] lr: 4.000e-02, eta: 2 days, 3:17:53, time: 1.274, data_time: 0.068, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7396, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.3697 2022-02-09 12:46:54,192 - mmaction - INFO - Epoch [116][780/940] lr: 4.000e-02, eta: 2 days, 3:17:17, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7373, loss_cls: 2.1804, loss: 2.1804, grad_norm: 2.3867 2022-02-09 12:47:19,418 - mmaction - INFO - Epoch [116][800/940] lr: 4.000e-02, eta: 2 days, 3:16:42, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7365, loss_cls: 2.1746, loss: 2.1746, grad_norm: 2.3700 2022-02-09 12:47:44,406 - mmaction - INFO - Epoch [116][820/940] lr: 4.000e-02, eta: 2 days, 3:16:07, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.4951, top5_acc: 0.7295, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.3766 2022-02-09 12:48:09,638 - mmaction - INFO - Epoch [116][840/940] lr: 4.000e-02, eta: 2 days, 3:15:32, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7469, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.3647 2022-02-09 12:48:34,768 - mmaction - INFO - Epoch [116][860/940] lr: 4.000e-02, eta: 2 days, 3:14:56, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7490, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.3859 2022-02-09 12:49:00,159 - mmaction - INFO - Epoch [116][880/940] lr: 4.000e-02, eta: 2 days, 3:14:22, time: 1.269, data_time: 0.066, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7600, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.4064 2022-02-09 12:49:25,120 - mmaction - INFO - Epoch [116][900/940] lr: 4.000e-02, eta: 2 days, 3:13:46, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7439, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.3760 2022-02-09 12:49:50,236 - mmaction - INFO - Epoch [116][920/940] lr: 4.000e-02, eta: 2 days, 3:13:11, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7430, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.3509 2022-02-09 12:50:14,269 - mmaction - INFO - Epoch [116][940/940] lr: 4.000e-02, eta: 2 days, 3:12:33, time: 1.202, data_time: 0.058, memory: 9488, top1_acc: 0.5120, top5_acc: 0.7508, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.3718 2022-02-09 12:52:44,721 - mmaction - INFO - Epoch [117][20/940] lr: 4.000e-02, eta: 2 days, 3:17:05, time: 7.414, data_time: 5.656, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7475, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.3986 2022-02-09 12:53:08,291 - mmaction - INFO - Epoch [117][40/940] lr: 4.000e-02, eta: 2 days, 3:16:26, time: 1.178, data_time: 0.057, memory: 9488, top1_acc: 0.4994, top5_acc: 0.7383, loss_cls: 2.1667, loss: 2.1667, grad_norm: 2.3831 2022-02-09 12:53:32,025 - mmaction - INFO - Epoch [117][60/940] lr: 4.000e-02, eta: 2 days, 3:15:47, time: 1.187, data_time: 0.052, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7412, loss_cls: 2.1586, loss: 2.1586, grad_norm: 2.3319 2022-02-09 12:53:55,827 - mmaction - INFO - Epoch [117][80/940] lr: 4.000e-02, eta: 2 days, 3:15:08, time: 1.191, data_time: 0.053, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7494, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.3281 2022-02-09 12:54:19,989 - mmaction - INFO - Epoch [117][100/940] lr: 4.000e-02, eta: 2 days, 3:14:31, time: 1.208, data_time: 0.054, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7459, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.3759 2022-02-09 12:54:44,312 - mmaction - INFO - Epoch [117][120/940] lr: 4.000e-02, eta: 2 days, 3:13:53, time: 1.215, data_time: 0.057, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7447, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3766 2022-02-09 12:55:08,962 - mmaction - INFO - Epoch [117][140/940] lr: 4.000e-02, eta: 2 days, 3:13:17, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7414, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.3549 2022-02-09 12:55:33,528 - mmaction - INFO - Epoch [117][160/940] lr: 4.000e-02, eta: 2 days, 3:12:40, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7494, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.3795 2022-02-09 12:55:58,598 - mmaction - INFO - Epoch [117][180/940] lr: 4.000e-02, eta: 2 days, 3:12:04, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7479, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.3645 2022-02-09 12:56:23,097 - mmaction - INFO - Epoch [117][200/940] lr: 4.000e-02, eta: 2 days, 3:11:28, time: 1.225, data_time: 0.065, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7514, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.4029 2022-02-09 12:56:48,523 - mmaction - INFO - Epoch [117][220/940] lr: 4.000e-02, eta: 2 days, 3:10:53, time: 1.271, data_time: 0.096, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7514, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.3762 2022-02-09 12:57:13,552 - mmaction - INFO - Epoch [117][240/940] lr: 4.000e-02, eta: 2 days, 3:10:17, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7410, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.4008 2022-02-09 12:57:38,107 - mmaction - INFO - Epoch [117][260/940] lr: 4.000e-02, eta: 2 days, 3:09:41, time: 1.228, data_time: 0.061, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7547, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.3566 2022-02-09 12:58:02,654 - mmaction - INFO - Epoch [117][280/940] lr: 4.000e-02, eta: 2 days, 3:09:04, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7541, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.3837 2022-02-09 12:58:27,492 - mmaction - INFO - Epoch [117][300/940] lr: 4.000e-02, eta: 2 days, 3:08:28, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7492, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.4110 2022-02-09 12:58:52,414 - mmaction - INFO - Epoch [117][320/940] lr: 4.000e-02, eta: 2 days, 3:07:52, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7299, loss_cls: 2.1830, loss: 2.1830, grad_norm: 2.3938 2022-02-09 12:59:17,457 - mmaction - INFO - Epoch [117][340/940] lr: 4.000e-02, eta: 2 days, 3:07:17, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7420, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.3426 2022-02-09 12:59:42,658 - mmaction - INFO - Epoch [117][360/940] lr: 4.000e-02, eta: 2 days, 3:06:42, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.4033 2022-02-09 13:00:08,075 - mmaction - INFO - Epoch [117][380/940] lr: 4.000e-02, eta: 2 days, 3:06:07, time: 1.271, data_time: 0.073, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7412, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.3799 2022-02-09 13:00:33,174 - mmaction - INFO - Epoch [117][400/940] lr: 4.000e-02, eta: 2 days, 3:05:32, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7494, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.3625 2022-02-09 13:00:58,122 - mmaction - INFO - Epoch [117][420/940] lr: 4.000e-02, eta: 2 days, 3:04:56, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7404, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.3602 2022-02-09 13:01:23,323 - mmaction - INFO - Epoch [117][440/940] lr: 4.000e-02, eta: 2 days, 3:04:21, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7383, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.3732 2022-02-09 13:01:48,341 - mmaction - INFO - Epoch [117][460/940] lr: 4.000e-02, eta: 2 days, 3:03:46, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7430, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.3921 2022-02-09 13:02:13,279 - mmaction - INFO - Epoch [117][480/940] lr: 4.000e-02, eta: 2 days, 3:03:10, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7404, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.4067 2022-02-09 13:02:38,317 - mmaction - INFO - Epoch [117][500/940] lr: 4.000e-02, eta: 2 days, 3:02:35, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7500, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.3854 2022-02-09 13:03:03,333 - mmaction - INFO - Epoch [117][520/940] lr: 4.000e-02, eta: 2 days, 3:01:59, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7510, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.3669 2022-02-09 13:03:28,253 - mmaction - INFO - Epoch [117][540/940] lr: 4.000e-02, eta: 2 days, 3:01:23, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7523, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.4054 2022-02-09 13:03:53,567 - mmaction - INFO - Epoch [117][560/940] lr: 4.000e-02, eta: 2 days, 3:00:49, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7398, loss_cls: 2.1501, loss: 2.1501, grad_norm: 2.3850 2022-02-09 13:04:18,659 - mmaction - INFO - Epoch [117][580/940] lr: 4.000e-02, eta: 2 days, 3:00:13, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.5000, top5_acc: 0.7311, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.3950 2022-02-09 13:04:43,521 - mmaction - INFO - Epoch [117][600/940] lr: 4.000e-02, eta: 2 days, 2:59:38, time: 1.243, data_time: 0.071, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7570, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.3498 2022-02-09 13:05:08,746 - mmaction - INFO - Epoch [117][620/940] lr: 4.000e-02, eta: 2 days, 2:59:03, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7285, loss_cls: 2.2009, loss: 2.2009, grad_norm: 2.3913 2022-02-09 13:05:34,116 - mmaction - INFO - Epoch [117][640/940] lr: 4.000e-02, eta: 2 days, 2:58:28, time: 1.268, data_time: 0.080, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7441, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.4288 2022-02-09 13:05:59,336 - mmaction - INFO - Epoch [117][660/940] lr: 4.000e-02, eta: 2 days, 2:57:53, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7336, loss_cls: 2.1931, loss: 2.1931, grad_norm: 2.3835 2022-02-09 13:06:24,458 - mmaction - INFO - Epoch [117][680/940] lr: 4.000e-02, eta: 2 days, 2:57:18, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7490, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.3614 2022-02-09 13:06:49,782 - mmaction - INFO - Epoch [117][700/940] lr: 4.000e-02, eta: 2 days, 2:56:43, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.4947, top5_acc: 0.7416, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.3986 2022-02-09 13:07:15,249 - mmaction - INFO - Epoch [117][720/940] lr: 4.000e-02, eta: 2 days, 2:56:09, time: 1.273, data_time: 0.077, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7432, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.3792 2022-02-09 13:07:40,497 - mmaction - INFO - Epoch [117][740/940] lr: 4.000e-02, eta: 2 days, 2:55:34, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7506, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.4105 2022-02-09 13:08:05,879 - mmaction - INFO - Epoch [117][760/940] lr: 4.000e-02, eta: 2 days, 2:55:00, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.3872 2022-02-09 13:08:31,039 - mmaction - INFO - Epoch [117][780/940] lr: 4.000e-02, eta: 2 days, 2:54:25, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.4943, top5_acc: 0.7346, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.4143 2022-02-09 13:08:56,708 - mmaction - INFO - Epoch [117][800/940] lr: 4.000e-02, eta: 2 days, 2:53:51, time: 1.284, data_time: 0.071, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7455, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.4286 2022-02-09 13:09:22,163 - mmaction - INFO - Epoch [117][820/940] lr: 4.000e-02, eta: 2 days, 2:53:17, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7492, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.3897 2022-02-09 13:09:47,092 - mmaction - INFO - Epoch [117][840/940] lr: 4.000e-02, eta: 2 days, 2:52:41, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7512, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.3502 2022-02-09 13:10:12,116 - mmaction - INFO - Epoch [117][860/940] lr: 4.000e-02, eta: 2 days, 2:52:06, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.4990, top5_acc: 0.7385, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.4058 2022-02-09 13:10:37,466 - mmaction - INFO - Epoch [117][880/940] lr: 4.000e-02, eta: 2 days, 2:51:31, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7445, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.3638 2022-02-09 13:11:02,597 - mmaction - INFO - Epoch [117][900/940] lr: 4.000e-02, eta: 2 days, 2:50:56, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7443, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.4305 2022-02-09 13:11:27,551 - mmaction - INFO - Epoch [117][920/940] lr: 4.000e-02, eta: 2 days, 2:50:21, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7375, loss_cls: 2.1251, loss: 2.1251, grad_norm: 2.3409 2022-02-09 13:11:51,495 - mmaction - INFO - Epoch [117][940/940] lr: 4.000e-02, eta: 2 days, 2:49:43, time: 1.198, data_time: 0.065, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7455, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.3948 2022-02-09 13:14:15,376 - mmaction - INFO - Epoch [118][20/940] lr: 4.000e-02, eta: 2 days, 2:53:52, time: 7.081, data_time: 5.785, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7424, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.3658 2022-02-09 13:14:38,989 - mmaction - INFO - Epoch [118][40/940] lr: 4.000e-02, eta: 2 days, 2:53:13, time: 1.181, data_time: 0.051, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7535, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.4040 2022-02-09 13:15:02,930 - mmaction - INFO - Epoch [118][60/940] lr: 4.000e-02, eta: 2 days, 2:52:35, time: 1.197, data_time: 0.044, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7414, loss_cls: 2.1499, loss: 2.1499, grad_norm: 2.3866 2022-02-09 13:15:27,605 - mmaction - INFO - Epoch [118][80/940] lr: 4.000e-02, eta: 2 days, 2:51:59, time: 1.234, data_time: 0.046, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7453, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.3918 2022-02-09 13:15:52,136 - mmaction - INFO - Epoch [118][100/940] lr: 4.000e-02, eta: 2 days, 2:51:22, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7469, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.4316 2022-02-09 13:16:16,967 - mmaction - INFO - Epoch [118][120/940] lr: 4.000e-02, eta: 2 days, 2:50:46, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7510, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.4484 2022-02-09 13:16:41,704 - mmaction - INFO - Epoch [118][140/940] lr: 4.000e-02, eta: 2 days, 2:50:10, time: 1.237, data_time: 0.057, memory: 9488, top1_acc: 0.5002, top5_acc: 0.7357, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.4280 2022-02-09 13:17:06,562 - mmaction - INFO - Epoch [118][160/940] lr: 4.000e-02, eta: 2 days, 2:49:34, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7455, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3904 2022-02-09 13:17:31,542 - mmaction - INFO - Epoch [118][180/940] lr: 4.000e-02, eta: 2 days, 2:48:59, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7424, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.3725 2022-02-09 13:17:56,665 - mmaction - INFO - Epoch [118][200/940] lr: 4.000e-02, eta: 2 days, 2:48:24, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7461, loss_cls: 2.1260, loss: 2.1260, grad_norm: 2.3824 2022-02-09 13:18:21,809 - mmaction - INFO - Epoch [118][220/940] lr: 4.000e-02, eta: 2 days, 2:47:49, time: 1.257, data_time: 0.059, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7494, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.3362 2022-02-09 13:18:46,732 - mmaction - INFO - Epoch [118][240/940] lr: 4.000e-02, eta: 2 days, 2:47:13, time: 1.246, data_time: 0.051, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7408, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.3786 2022-02-09 13:19:11,621 - mmaction - INFO - Epoch [118][260/940] lr: 4.000e-02, eta: 2 days, 2:46:37, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7551, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.4246 2022-02-09 13:19:36,688 - mmaction - INFO - Epoch [118][280/940] lr: 4.000e-02, eta: 2 days, 2:46:02, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7443, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.3733 2022-02-09 13:20:01,599 - mmaction - INFO - Epoch [118][300/940] lr: 4.000e-02, eta: 2 days, 2:45:27, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7502, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.4479 2022-02-09 13:20:26,924 - mmaction - INFO - Epoch [118][320/940] lr: 4.000e-02, eta: 2 days, 2:44:52, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7428, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.3770 2022-02-09 13:20:51,841 - mmaction - INFO - Epoch [118][340/940] lr: 4.000e-02, eta: 2 days, 2:44:16, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7467, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.3880 2022-02-09 13:21:17,182 - mmaction - INFO - Epoch [118][360/940] lr: 4.000e-02, eta: 2 days, 2:43:42, time: 1.267, data_time: 0.068, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7500, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.4010 2022-02-09 13:21:42,656 - mmaction - INFO - Epoch [118][380/940] lr: 4.000e-02, eta: 2 days, 2:43:08, time: 1.274, data_time: 0.066, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7564, loss_cls: 2.0942, loss: 2.0942, grad_norm: 2.3952 2022-02-09 13:22:07,842 - mmaction - INFO - Epoch [118][400/940] lr: 4.000e-02, eta: 2 days, 2:42:33, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7490, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.3901 2022-02-09 13:22:33,167 - mmaction - INFO - Epoch [118][420/940] lr: 4.000e-02, eta: 2 days, 2:41:58, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.5047, top5_acc: 0.7346, loss_cls: 2.1483, loss: 2.1483, grad_norm: 2.4002 2022-02-09 13:22:58,440 - mmaction - INFO - Epoch [118][440/940] lr: 4.000e-02, eta: 2 days, 2:41:24, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7455, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.4525 2022-02-09 13:23:23,654 - mmaction - INFO - Epoch [118][460/940] lr: 4.000e-02, eta: 2 days, 2:40:49, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.4971, top5_acc: 0.7426, loss_cls: 2.1728, loss: 2.1728, grad_norm: 2.3988 2022-02-09 13:23:48,717 - mmaction - INFO - Epoch [118][480/940] lr: 4.000e-02, eta: 2 days, 2:40:14, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.4977, top5_acc: 0.7475, loss_cls: 2.1548, loss: 2.1548, grad_norm: 2.4214 2022-02-09 13:24:14,127 - mmaction - INFO - Epoch [118][500/940] lr: 4.000e-02, eta: 2 days, 2:39:39, time: 1.270, data_time: 0.074, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7426, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.4012 2022-02-09 13:24:39,275 - mmaction - INFO - Epoch [118][520/940] lr: 4.000e-02, eta: 2 days, 2:39:04, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7354, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.3743 2022-02-09 13:25:04,528 - mmaction - INFO - Epoch [118][540/940] lr: 4.000e-02, eta: 2 days, 2:38:30, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7406, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.3771 2022-02-09 13:25:29,753 - mmaction - INFO - Epoch [118][560/940] lr: 4.000e-02, eta: 2 days, 2:37:55, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7475, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.4170 2022-02-09 13:25:54,765 - mmaction - INFO - Epoch [118][580/940] lr: 4.000e-02, eta: 2 days, 2:37:20, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.5008, top5_acc: 0.7279, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.3751 2022-02-09 13:26:20,141 - mmaction - INFO - Epoch [118][600/940] lr: 4.000e-02, eta: 2 days, 2:36:45, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7377, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.4180 2022-02-09 13:26:45,316 - mmaction - INFO - Epoch [118][620/940] lr: 4.000e-02, eta: 2 days, 2:36:10, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7357, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.4180 2022-02-09 13:27:10,563 - mmaction - INFO - Epoch [118][640/940] lr: 4.000e-02, eta: 2 days, 2:35:36, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7451, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3886 2022-02-09 13:27:35,858 - mmaction - INFO - Epoch [118][660/940] lr: 4.000e-02, eta: 2 days, 2:35:01, time: 1.264, data_time: 0.062, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7404, loss_cls: 2.1556, loss: 2.1556, grad_norm: 2.4244 2022-02-09 13:28:01,023 - mmaction - INFO - Epoch [118][680/940] lr: 4.000e-02, eta: 2 days, 2:34:26, time: 1.258, data_time: 0.054, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7396, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.3847 2022-02-09 13:28:26,242 - mmaction - INFO - Epoch [118][700/940] lr: 4.000e-02, eta: 2 days, 2:33:52, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7430, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.4407 2022-02-09 13:28:51,465 - mmaction - INFO - Epoch [118][720/940] lr: 4.000e-02, eta: 2 days, 2:33:17, time: 1.261, data_time: 0.060, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7502, loss_cls: 2.0778, loss: 2.0778, grad_norm: 2.3816 2022-02-09 13:29:16,681 - mmaction - INFO - Epoch [118][740/940] lr: 4.000e-02, eta: 2 days, 2:32:42, time: 1.260, data_time: 0.059, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7430, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.3711 2022-02-09 13:29:41,884 - mmaction - INFO - Epoch [118][760/940] lr: 4.000e-02, eta: 2 days, 2:32:08, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7490, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.3698 2022-02-09 13:30:07,368 - mmaction - INFO - Epoch [118][780/940] lr: 4.000e-02, eta: 2 days, 2:31:33, time: 1.273, data_time: 0.090, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7420, loss_cls: 2.1424, loss: 2.1424, grad_norm: 2.3839 2022-02-09 13:30:32,522 - mmaction - INFO - Epoch [118][800/940] lr: 4.000e-02, eta: 2 days, 2:30:59, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7352, loss_cls: 2.1639, loss: 2.1639, grad_norm: 2.3715 2022-02-09 13:30:57,439 - mmaction - INFO - Epoch [118][820/940] lr: 4.000e-02, eta: 2 days, 2:30:23, time: 1.245, data_time: 0.072, memory: 9488, top1_acc: 0.4988, top5_acc: 0.7355, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.3865 2022-02-09 13:31:22,447 - mmaction - INFO - Epoch [118][840/940] lr: 4.000e-02, eta: 2 days, 2:29:48, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7387, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.3072 2022-02-09 13:31:47,373 - mmaction - INFO - Epoch [118][860/940] lr: 4.000e-02, eta: 2 days, 2:29:13, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7467, loss_cls: 2.1241, loss: 2.1241, grad_norm: 2.4232 2022-02-09 13:32:12,200 - mmaction - INFO - Epoch [118][880/940] lr: 4.000e-02, eta: 2 days, 2:28:37, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7471, loss_cls: 2.1031, loss: 2.1031, grad_norm: 2.3742 2022-02-09 13:32:37,273 - mmaction - INFO - Epoch [118][900/940] lr: 4.000e-02, eta: 2 days, 2:28:02, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7488, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.4169 2022-02-09 13:33:02,158 - mmaction - INFO - Epoch [118][920/940] lr: 4.000e-02, eta: 2 days, 2:27:27, time: 1.244, data_time: 0.069, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7502, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.4261 2022-02-09 13:33:26,015 - mmaction - INFO - Epoch [118][940/940] lr: 4.000e-02, eta: 2 days, 2:26:49, time: 1.193, data_time: 0.055, memory: 9488, top1_acc: 0.5073, top5_acc: 0.7490, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.3815 2022-02-09 13:35:53,836 - mmaction - INFO - Epoch [119][20/940] lr: 4.000e-02, eta: 2 days, 2:31:01, time: 7.285, data_time: 5.681, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7422, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.3490 2022-02-09 13:36:17,306 - mmaction - INFO - Epoch [119][40/940] lr: 4.000e-02, eta: 2 days, 2:30:22, time: 1.174, data_time: 0.051, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1663, loss: 2.1663, grad_norm: 2.4643 2022-02-09 13:36:40,908 - mmaction - INFO - Epoch [119][60/940] lr: 4.000e-02, eta: 2 days, 2:29:43, time: 1.180, data_time: 0.046, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7438, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.3962 2022-02-09 13:37:04,782 - mmaction - INFO - Epoch [119][80/940] lr: 4.000e-02, eta: 2 days, 2:29:05, time: 1.194, data_time: 0.047, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7441, loss_cls: 2.1539, loss: 2.1539, grad_norm: 2.4381 2022-02-09 13:37:29,140 - mmaction - INFO - Epoch [119][100/940] lr: 4.000e-02, eta: 2 days, 2:28:29, time: 1.218, data_time: 0.048, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7441, loss_cls: 2.1302, loss: 2.1302, grad_norm: 2.4013 2022-02-09 13:37:53,585 - mmaction - INFO - Epoch [119][120/940] lr: 4.000e-02, eta: 2 days, 2:27:52, time: 1.222, data_time: 0.052, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.4479 2022-02-09 13:38:18,400 - mmaction - INFO - Epoch [119][140/940] lr: 4.000e-02, eta: 2 days, 2:27:16, time: 1.241, data_time: 0.056, memory: 9488, top1_acc: 0.5018, top5_acc: 0.7395, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.4561 2022-02-09 13:38:42,902 - mmaction - INFO - Epoch [119][160/940] lr: 4.000e-02, eta: 2 days, 2:26:40, time: 1.225, data_time: 0.062, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7467, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.4128 2022-02-09 13:39:07,926 - mmaction - INFO - Epoch [119][180/940] lr: 4.000e-02, eta: 2 days, 2:26:05, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0929, loss: 2.0929, grad_norm: 2.3799 2022-02-09 13:39:32,722 - mmaction - INFO - Epoch [119][200/940] lr: 4.000e-02, eta: 2 days, 2:25:29, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7498, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.4672 2022-02-09 13:39:57,489 - mmaction - INFO - Epoch [119][220/940] lr: 4.000e-02, eta: 2 days, 2:24:53, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7461, loss_cls: 2.1402, loss: 2.1402, grad_norm: 2.4621 2022-02-09 13:40:22,508 - mmaction - INFO - Epoch [119][240/940] lr: 4.000e-02, eta: 2 days, 2:24:18, time: 1.251, data_time: 0.055, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.4189 2022-02-09 13:40:47,735 - mmaction - INFO - Epoch [119][260/940] lr: 4.000e-02, eta: 2 days, 2:23:44, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7371, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.4297 2022-02-09 13:41:12,875 - mmaction - INFO - Epoch [119][280/940] lr: 4.000e-02, eta: 2 days, 2:23:09, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7533, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.3813 2022-02-09 13:41:37,855 - mmaction - INFO - Epoch [119][300/940] lr: 4.000e-02, eta: 2 days, 2:22:33, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7428, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.4315 2022-02-09 13:42:02,482 - mmaction - INFO - Epoch [119][320/940] lr: 4.000e-02, eta: 2 days, 2:21:57, time: 1.231, data_time: 0.064, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7369, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.4321 2022-02-09 13:42:27,636 - mmaction - INFO - Epoch [119][340/940] lr: 4.000e-02, eta: 2 days, 2:21:23, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7434, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.4272 2022-02-09 13:42:52,511 - mmaction - INFO - Epoch [119][360/940] lr: 4.000e-02, eta: 2 days, 2:20:47, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7480, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.3959 2022-02-09 13:43:17,736 - mmaction - INFO - Epoch [119][380/940] lr: 4.000e-02, eta: 2 days, 2:20:13, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.3713 2022-02-09 13:43:42,784 - mmaction - INFO - Epoch [119][400/940] lr: 4.000e-02, eta: 2 days, 2:19:38, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7471, loss_cls: 2.1281, loss: 2.1281, grad_norm: 2.4091 2022-02-09 13:44:07,782 - mmaction - INFO - Epoch [119][420/940] lr: 4.000e-02, eta: 2 days, 2:19:02, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7352, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.3642 2022-02-09 13:44:32,385 - mmaction - INFO - Epoch [119][440/940] lr: 4.000e-02, eta: 2 days, 2:18:26, time: 1.230, data_time: 0.059, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7480, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.3814 2022-02-09 13:44:57,556 - mmaction - INFO - Epoch [119][460/940] lr: 4.000e-02, eta: 2 days, 2:17:52, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7420, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.4800 2022-02-09 13:45:22,564 - mmaction - INFO - Epoch [119][480/940] lr: 4.000e-02, eta: 2 days, 2:17:17, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7508, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.4379 2022-02-09 13:45:47,210 - mmaction - INFO - Epoch [119][500/940] lr: 4.000e-02, eta: 2 days, 2:16:41, time: 1.232, data_time: 0.062, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7498, loss_cls: 2.1142, loss: 2.1142, grad_norm: 2.4473 2022-02-09 13:46:12,254 - mmaction - INFO - Epoch [119][520/940] lr: 4.000e-02, eta: 2 days, 2:16:06, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7512, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.4490 2022-02-09 13:46:37,148 - mmaction - INFO - Epoch [119][540/940] lr: 4.000e-02, eta: 2 days, 2:15:30, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.4437 2022-02-09 13:47:02,322 - mmaction - INFO - Epoch [119][560/940] lr: 4.000e-02, eta: 2 days, 2:14:56, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7350, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.4629 2022-02-09 13:47:27,421 - mmaction - INFO - Epoch [119][580/940] lr: 4.000e-02, eta: 2 days, 2:14:21, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7494, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.3947 2022-02-09 13:47:52,270 - mmaction - INFO - Epoch [119][600/940] lr: 4.000e-02, eta: 2 days, 2:13:45, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7521, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4097 2022-02-09 13:48:17,498 - mmaction - INFO - Epoch [119][620/940] lr: 4.000e-02, eta: 2 days, 2:13:11, time: 1.261, data_time: 0.077, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7416, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.4823 2022-02-09 13:48:42,838 - mmaction - INFO - Epoch [119][640/940] lr: 4.000e-02, eta: 2 days, 2:12:37, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.4986, top5_acc: 0.7363, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.4020 2022-02-09 13:49:08,184 - mmaction - INFO - Epoch [119][660/940] lr: 4.000e-02, eta: 2 days, 2:12:02, time: 1.268, data_time: 0.070, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7471, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.4024 2022-02-09 13:49:33,238 - mmaction - INFO - Epoch [119][680/940] lr: 4.000e-02, eta: 2 days, 2:11:27, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.4992, top5_acc: 0.7432, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.4576 2022-02-09 13:49:58,238 - mmaction - INFO - Epoch [119][700/940] lr: 4.000e-02, eta: 2 days, 2:10:52, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.4270 2022-02-09 13:50:23,273 - mmaction - INFO - Epoch [119][720/940] lr: 4.000e-02, eta: 2 days, 2:10:18, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7451, loss_cls: 2.1064, loss: 2.1064, grad_norm: 2.4393 2022-02-09 13:50:48,860 - mmaction - INFO - Epoch [119][740/940] lr: 4.000e-02, eta: 2 days, 2:09:44, time: 1.279, data_time: 0.079, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7420, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.4703 2022-02-09 13:51:14,009 - mmaction - INFO - Epoch [119][760/940] lr: 4.000e-02, eta: 2 days, 2:09:09, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7387, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.4463 2022-02-09 13:51:39,257 - mmaction - INFO - Epoch [119][780/940] lr: 4.000e-02, eta: 2 days, 2:08:35, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.4153 2022-02-09 13:52:04,418 - mmaction - INFO - Epoch [119][800/940] lr: 4.000e-02, eta: 2 days, 2:08:00, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7459, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.4379 2022-02-09 13:52:29,547 - mmaction - INFO - Epoch [119][820/940] lr: 4.000e-02, eta: 2 days, 2:07:25, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.4898, top5_acc: 0.7363, loss_cls: 2.1855, loss: 2.1855, grad_norm: 2.4047 2022-02-09 13:52:54,622 - mmaction - INFO - Epoch [119][840/940] lr: 4.000e-02, eta: 2 days, 2:06:51, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3834 2022-02-09 13:53:19,651 - mmaction - INFO - Epoch [119][860/940] lr: 4.000e-02, eta: 2 days, 2:06:16, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7395, loss_cls: 2.1288, loss: 2.1288, grad_norm: 2.4214 2022-02-09 13:53:44,691 - mmaction - INFO - Epoch [119][880/940] lr: 4.000e-02, eta: 2 days, 2:05:41, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7395, loss_cls: 2.1536, loss: 2.1536, grad_norm: 2.4515 2022-02-09 13:54:09,865 - mmaction - INFO - Epoch [119][900/940] lr: 4.000e-02, eta: 2 days, 2:05:06, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7490, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.3950 2022-02-09 13:54:35,109 - mmaction - INFO - Epoch [119][920/940] lr: 4.000e-02, eta: 2 days, 2:04:32, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7447, loss_cls: 2.1362, loss: 2.1362, grad_norm: 2.3703 2022-02-09 13:54:58,960 - mmaction - INFO - Epoch [119][940/940] lr: 4.000e-02, eta: 2 days, 2:03:54, time: 1.193, data_time: 0.059, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7417, loss_cls: 2.1296, loss: 2.1296, grad_norm: 2.4669 2022-02-09 13:57:36,511 - mmaction - INFO - Epoch [120][20/940] lr: 4.000e-02, eta: 2 days, 2:08:22, time: 7.764, data_time: 5.753, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7436, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.4184 2022-02-09 13:58:00,033 - mmaction - INFO - Epoch [120][40/940] lr: 4.000e-02, eta: 2 days, 2:07:43, time: 1.176, data_time: 0.050, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7467, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.4112 2022-02-09 13:58:23,810 - mmaction - INFO - Epoch [120][60/940] lr: 4.000e-02, eta: 2 days, 2:07:05, time: 1.189, data_time: 0.048, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7453, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.4385 2022-02-09 13:58:47,899 - mmaction - INFO - Epoch [120][80/940] lr: 4.000e-02, eta: 2 days, 2:06:28, time: 1.205, data_time: 0.048, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7316, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.3984 2022-02-09 13:59:12,136 - mmaction - INFO - Epoch [120][100/940] lr: 4.000e-02, eta: 2 days, 2:05:51, time: 1.212, data_time: 0.053, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7602, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4077 2022-02-09 13:59:36,730 - mmaction - INFO - Epoch [120][120/940] lr: 4.000e-02, eta: 2 days, 2:05:15, time: 1.229, data_time: 0.059, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7385, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.4353 2022-02-09 14:00:01,453 - mmaction - INFO - Epoch [120][140/940] lr: 4.000e-02, eta: 2 days, 2:04:40, time: 1.236, data_time: 0.056, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7451, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.4014 2022-02-09 14:00:25,928 - mmaction - INFO - Epoch [120][160/940] lr: 4.000e-02, eta: 2 days, 2:04:03, time: 1.224, data_time: 0.052, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7439, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.4208 2022-02-09 14:00:50,535 - mmaction - INFO - Epoch [120][180/940] lr: 4.000e-02, eta: 2 days, 2:03:28, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7557, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.3845 2022-02-09 14:01:15,122 - mmaction - INFO - Epoch [120][200/940] lr: 4.000e-02, eta: 2 days, 2:02:52, time: 1.230, data_time: 0.060, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7379, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.4145 2022-02-09 14:01:39,718 - mmaction - INFO - Epoch [120][220/940] lr: 4.000e-02, eta: 2 days, 2:02:16, time: 1.229, data_time: 0.057, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7361, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.4341 2022-02-09 14:02:04,739 - mmaction - INFO - Epoch [120][240/940] lr: 4.000e-02, eta: 2 days, 2:01:41, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7461, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.4166 2022-02-09 14:02:29,815 - mmaction - INFO - Epoch [120][260/940] lr: 4.000e-02, eta: 2 days, 2:01:06, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7531, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.3606 2022-02-09 14:02:54,416 - mmaction - INFO - Epoch [120][280/940] lr: 4.000e-02, eta: 2 days, 2:00:30, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7488, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.3904 2022-02-09 14:03:19,357 - mmaction - INFO - Epoch [120][300/940] lr: 4.000e-02, eta: 2 days, 1:59:55, time: 1.247, data_time: 0.055, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7506, loss_cls: 2.0618, loss: 2.0618, grad_norm: 2.3641 2022-02-09 14:03:44,442 - mmaction - INFO - Epoch [120][320/940] lr: 4.000e-02, eta: 2 days, 1:59:20, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7541, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4091 2022-02-09 14:04:09,553 - mmaction - INFO - Epoch [120][340/940] lr: 4.000e-02, eta: 2 days, 1:58:45, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7475, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4161 2022-02-09 14:04:34,615 - mmaction - INFO - Epoch [120][360/940] lr: 4.000e-02, eta: 2 days, 1:58:11, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7520, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.4014 2022-02-09 14:04:59,587 - mmaction - INFO - Epoch [120][380/940] lr: 4.000e-02, eta: 2 days, 1:57:36, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7502, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.4938 2022-02-09 14:05:24,529 - mmaction - INFO - Epoch [120][400/940] lr: 4.000e-02, eta: 2 days, 1:57:00, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7582, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.4174 2022-02-09 14:05:49,315 - mmaction - INFO - Epoch [120][420/940] lr: 4.000e-02, eta: 2 days, 1:56:25, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7412, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.4424 2022-02-09 14:06:14,443 - mmaction - INFO - Epoch [120][440/940] lr: 4.000e-02, eta: 2 days, 1:55:50, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7477, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.3912 2022-02-09 14:06:39,928 - mmaction - INFO - Epoch [120][460/940] lr: 4.000e-02, eta: 2 days, 1:55:17, time: 1.274, data_time: 0.075, memory: 9488, top1_acc: 0.4959, top5_acc: 0.7436, loss_cls: 2.1775, loss: 2.1775, grad_norm: 2.4751 2022-02-09 14:07:05,023 - mmaction - INFO - Epoch [120][480/940] lr: 4.000e-02, eta: 2 days, 1:54:42, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7475, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.4428 2022-02-09 14:07:29,917 - mmaction - INFO - Epoch [120][500/940] lr: 4.000e-02, eta: 2 days, 1:54:07, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7396, loss_cls: 2.1388, loss: 2.1388, grad_norm: 2.4283 2022-02-09 14:07:54,959 - mmaction - INFO - Epoch [120][520/940] lr: 4.000e-02, eta: 2 days, 1:53:32, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7443, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.3756 2022-02-09 14:08:20,168 - mmaction - INFO - Epoch [120][540/940] lr: 4.000e-02, eta: 2 days, 1:52:58, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7484, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.3867 2022-02-09 14:08:45,126 - mmaction - INFO - Epoch [120][560/940] lr: 4.000e-02, eta: 2 days, 1:52:23, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7447, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.4210 2022-02-09 14:09:10,168 - mmaction - INFO - Epoch [120][580/940] lr: 4.000e-02, eta: 2 days, 1:51:48, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7502, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.3938 2022-02-09 14:09:35,052 - mmaction - INFO - Epoch [120][600/940] lr: 4.000e-02, eta: 2 days, 1:51:13, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7406, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.4346 2022-02-09 14:10:00,333 - mmaction - INFO - Epoch [120][620/940] lr: 4.000e-02, eta: 2 days, 1:50:38, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7521, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.4056 2022-02-09 14:10:25,643 - mmaction - INFO - Epoch [120][640/940] lr: 4.000e-02, eta: 2 days, 1:50:04, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.4941, top5_acc: 0.7314, loss_cls: 2.1705, loss: 2.1705, grad_norm: 2.4215 2022-02-09 14:10:50,947 - mmaction - INFO - Epoch [120][660/940] lr: 4.000e-02, eta: 2 days, 1:49:30, time: 1.265, data_time: 0.061, memory: 9488, top1_acc: 0.4979, top5_acc: 0.7393, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.4290 2022-02-09 14:11:15,994 - mmaction - INFO - Epoch [120][680/940] lr: 4.000e-02, eta: 2 days, 1:48:55, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.3868 2022-02-09 14:11:41,116 - mmaction - INFO - Epoch [120][700/940] lr: 4.000e-02, eta: 2 days, 1:48:21, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7441, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.4265 2022-02-09 14:12:06,105 - mmaction - INFO - Epoch [120][720/940] lr: 4.000e-02, eta: 2 days, 1:47:46, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7541, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.4466 2022-02-09 14:12:31,095 - mmaction - INFO - Epoch [120][740/940] lr: 4.000e-02, eta: 2 days, 1:47:11, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7361, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.4385 2022-02-09 14:12:55,839 - mmaction - INFO - Epoch [120][760/940] lr: 4.000e-02, eta: 2 days, 1:46:36, time: 1.236, data_time: 0.069, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7490, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.4184 2022-02-09 14:13:20,803 - mmaction - INFO - Epoch [120][780/940] lr: 4.000e-02, eta: 2 days, 1:46:01, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7465, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.4396 2022-02-09 14:13:45,646 - mmaction - INFO - Epoch [120][800/940] lr: 4.000e-02, eta: 2 days, 1:45:26, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7441, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.4834 2022-02-09 14:14:10,872 - mmaction - INFO - Epoch [120][820/940] lr: 4.000e-02, eta: 2 days, 1:44:51, time: 1.262, data_time: 0.059, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7422, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.4371 2022-02-09 14:14:35,663 - mmaction - INFO - Epoch [120][840/940] lr: 4.000e-02, eta: 2 days, 1:44:16, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7490, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.4185 2022-02-09 14:15:00,636 - mmaction - INFO - Epoch [120][860/940] lr: 4.000e-02, eta: 2 days, 1:43:41, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7465, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.4434 2022-02-09 14:15:25,552 - mmaction - INFO - Epoch [120][880/940] lr: 4.000e-02, eta: 2 days, 1:43:06, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7439, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.4588 2022-02-09 14:15:50,494 - mmaction - INFO - Epoch [120][900/940] lr: 4.000e-02, eta: 2 days, 1:42:31, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7400, loss_cls: 2.1421, loss: 2.1421, grad_norm: 2.4205 2022-02-09 14:16:15,498 - mmaction - INFO - Epoch [120][920/940] lr: 4.000e-02, eta: 2 days, 1:41:57, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.4231 2022-02-09 14:16:39,148 - mmaction - INFO - Epoch [120][940/940] lr: 4.000e-02, eta: 2 days, 1:41:19, time: 1.183, data_time: 0.054, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7472, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.4279 2022-02-09 14:16:43,736 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 14:16:43,741 - mmaction - INFO - 110 BN found 2022-02-09 14:20:36,307 - mmaction - INFO - BN stats updated 2022-02-09 14:20:38,311 - mmaction - INFO - Saving checkpoint at 120 epochs 2022-02-09 14:23:32,711 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 14:23:33,414 - mmaction - INFO - top1_acc 0.5932 top5_acc 0.8300 2022-02-09 14:23:33,414 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 14:23:33,442 - mmaction - INFO - mean_acc 0.5932 2022-02-09 14:23:33,444 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_115.pth was removed 2022-02-09 14:23:35,018 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_120.pth. 2022-02-09 14:23:35,018 - mmaction - INFO - Best top1_acc is 0.5932 at 120 epoch. 2022-02-09 14:23:35,026 - mmaction - INFO - Epoch(val) [120][78] top1_acc: 0.5932, top5_acc: 0.8300, mean_class_accuracy: 0.5932 2022-02-09 14:26:01,417 - mmaction - INFO - Epoch [121][20/940] lr: 4.000e-02, eta: 2 days, 1:45:19, time: 7.318, data_time: 5.550, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7572, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.4442 2022-02-09 14:26:24,864 - mmaction - INFO - Epoch [121][40/940] lr: 4.000e-02, eta: 2 days, 1:44:41, time: 1.172, data_time: 0.053, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4343 2022-02-09 14:26:48,406 - mmaction - INFO - Epoch [121][60/940] lr: 4.000e-02, eta: 2 days, 1:44:02, time: 1.177, data_time: 0.043, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7422, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.4304 2022-02-09 14:27:12,198 - mmaction - INFO - Epoch [121][80/940] lr: 4.000e-02, eta: 2 days, 1:43:25, time: 1.190, data_time: 0.041, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7527, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.4599 2022-02-09 14:27:36,137 - mmaction - INFO - Epoch [121][100/940] lr: 4.000e-02, eta: 2 days, 1:42:48, time: 1.197, data_time: 0.039, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7533, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.4213 2022-02-09 14:28:00,157 - mmaction - INFO - Epoch [121][120/940] lr: 4.000e-02, eta: 2 days, 1:42:10, time: 1.202, data_time: 0.042, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7477, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.4284 2022-02-09 14:28:24,456 - mmaction - INFO - Epoch [121][140/940] lr: 4.000e-02, eta: 2 days, 1:41:34, time: 1.214, data_time: 0.042, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7459, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.4396 2022-02-09 14:28:48,884 - mmaction - INFO - Epoch [121][160/940] lr: 4.000e-02, eta: 2 days, 1:40:58, time: 1.222, data_time: 0.051, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7518, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.3915 2022-02-09 14:29:13,478 - mmaction - INFO - Epoch [121][180/940] lr: 4.000e-02, eta: 2 days, 1:40:22, time: 1.229, data_time: 0.047, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7475, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.4019 2022-02-09 14:29:38,273 - mmaction - INFO - Epoch [121][200/940] lr: 4.000e-02, eta: 2 days, 1:39:47, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7432, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.4095 2022-02-09 14:30:03,093 - mmaction - INFO - Epoch [121][220/940] lr: 4.000e-02, eta: 2 days, 1:39:12, time: 1.241, data_time: 0.050, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7492, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4669 2022-02-09 14:30:27,885 - mmaction - INFO - Epoch [121][240/940] lr: 4.000e-02, eta: 2 days, 1:38:36, time: 1.239, data_time: 0.056, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7596, loss_cls: 2.0777, loss: 2.0777, grad_norm: 2.4652 2022-02-09 14:30:53,117 - mmaction - INFO - Epoch [121][260/940] lr: 4.000e-02, eta: 2 days, 1:38:02, time: 1.262, data_time: 0.056, memory: 9488, top1_acc: 0.5072, top5_acc: 0.7426, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.4596 2022-02-09 14:31:18,037 - mmaction - INFO - Epoch [121][280/940] lr: 4.000e-02, eta: 2 days, 1:37:27, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7395, loss_cls: 2.1402, loss: 2.1402, grad_norm: 2.4132 2022-02-09 14:31:42,838 - mmaction - INFO - Epoch [121][300/940] lr: 4.000e-02, eta: 2 days, 1:36:52, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.5082, top5_acc: 0.7422, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.4353 2022-02-09 14:32:08,180 - mmaction - INFO - Epoch [121][320/940] lr: 4.000e-02, eta: 2 days, 1:36:18, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7502, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.4884 2022-02-09 14:32:33,335 - mmaction - INFO - Epoch [121][340/940] lr: 4.000e-02, eta: 2 days, 1:35:44, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7480, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.4545 2022-02-09 14:32:58,499 - mmaction - INFO - Epoch [121][360/940] lr: 4.000e-02, eta: 2 days, 1:35:09, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7414, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.4404 2022-02-09 14:33:23,598 - mmaction - INFO - Epoch [121][380/940] lr: 4.000e-02, eta: 2 days, 1:34:35, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7404, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.5115 2022-02-09 14:33:48,759 - mmaction - INFO - Epoch [121][400/940] lr: 4.000e-02, eta: 2 days, 1:34:00, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0858, loss: 2.0858, grad_norm: 2.4101 2022-02-09 14:34:14,105 - mmaction - INFO - Epoch [121][420/940] lr: 4.000e-02, eta: 2 days, 1:33:26, time: 1.267, data_time: 0.060, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7488, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.4380 2022-02-09 14:34:39,400 - mmaction - INFO - Epoch [121][440/940] lr: 4.000e-02, eta: 2 days, 1:32:52, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7438, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.4435 2022-02-09 14:35:04,826 - mmaction - INFO - Epoch [121][460/940] lr: 4.000e-02, eta: 2 days, 1:32:18, time: 1.271, data_time: 0.082, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7402, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.4860 2022-02-09 14:35:30,370 - mmaction - INFO - Epoch [121][480/940] lr: 4.000e-02, eta: 2 days, 1:31:45, time: 1.277, data_time: 0.068, memory: 9488, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.4788 2022-02-09 14:35:55,526 - mmaction - INFO - Epoch [121][500/940] lr: 4.000e-02, eta: 2 days, 1:31:11, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7398, loss_cls: 2.1675, loss: 2.1675, grad_norm: 2.3889 2022-02-09 14:36:20,956 - mmaction - INFO - Epoch [121][520/940] lr: 4.000e-02, eta: 2 days, 1:30:37, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7562, loss_cls: 2.1020, loss: 2.1020, grad_norm: 2.3846 2022-02-09 14:36:46,156 - mmaction - INFO - Epoch [121][540/940] lr: 4.000e-02, eta: 2 days, 1:30:03, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7525, loss_cls: 2.0359, loss: 2.0359, grad_norm: 2.3663 2022-02-09 14:37:11,334 - mmaction - INFO - Epoch [121][560/940] lr: 4.000e-02, eta: 2 days, 1:29:28, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.5107, top5_acc: 0.7424, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.4081 2022-02-09 14:37:36,614 - mmaction - INFO - Epoch [121][580/940] lr: 4.000e-02, eta: 2 days, 1:28:54, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7436, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.4148 2022-02-09 14:38:01,736 - mmaction - INFO - Epoch [121][600/940] lr: 4.000e-02, eta: 2 days, 1:28:20, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.5043, top5_acc: 0.7451, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.4462 2022-02-09 14:38:27,048 - mmaction - INFO - Epoch [121][620/940] lr: 4.000e-02, eta: 2 days, 1:27:46, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.4431 2022-02-09 14:38:52,402 - mmaction - INFO - Epoch [121][640/940] lr: 4.000e-02, eta: 2 days, 1:27:12, time: 1.268, data_time: 0.084, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7482, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.4070 2022-02-09 14:39:17,652 - mmaction - INFO - Epoch [121][660/940] lr: 4.000e-02, eta: 2 days, 1:26:38, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7494, loss_cls: 2.0904, loss: 2.0904, grad_norm: 2.4344 2022-02-09 14:39:43,248 - mmaction - INFO - Epoch [121][680/940] lr: 4.000e-02, eta: 2 days, 1:26:04, time: 1.280, data_time: 0.075, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7551, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.5213 2022-02-09 14:40:08,707 - mmaction - INFO - Epoch [121][700/940] lr: 4.000e-02, eta: 2 days, 1:25:31, time: 1.273, data_time: 0.065, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7369, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.4564 2022-02-09 14:40:34,102 - mmaction - INFO - Epoch [121][720/940] lr: 4.000e-02, eta: 2 days, 1:24:57, time: 1.270, data_time: 0.071, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7455, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.4110 2022-02-09 14:40:59,477 - mmaction - INFO - Epoch [121][740/940] lr: 4.000e-02, eta: 2 days, 1:24:23, time: 1.269, data_time: 0.065, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7355, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.4440 2022-02-09 14:41:24,374 - mmaction - INFO - Epoch [121][760/940] lr: 4.000e-02, eta: 2 days, 1:23:48, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7373, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.4441 2022-02-09 14:41:49,672 - mmaction - INFO - Epoch [121][780/940] lr: 4.000e-02, eta: 2 days, 1:23:14, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7477, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.4093 2022-02-09 14:42:14,643 - mmaction - INFO - Epoch [121][800/940] lr: 4.000e-02, eta: 2 days, 1:22:40, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7344, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.4097 2022-02-09 14:42:39,399 - mmaction - INFO - Epoch [121][820/940] lr: 4.000e-02, eta: 2 days, 1:22:05, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7467, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.4374 2022-02-09 14:43:04,394 - mmaction - INFO - Epoch [121][840/940] lr: 4.000e-02, eta: 2 days, 1:21:30, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7475, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.4067 2022-02-09 14:43:29,666 - mmaction - INFO - Epoch [121][860/940] lr: 4.000e-02, eta: 2 days, 1:20:56, time: 1.264, data_time: 0.061, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7439, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.3865 2022-02-09 14:43:54,946 - mmaction - INFO - Epoch [121][880/940] lr: 4.000e-02, eta: 2 days, 1:20:22, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7492, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.4480 2022-02-09 14:44:19,904 - mmaction - INFO - Epoch [121][900/940] lr: 4.000e-02, eta: 2 days, 1:19:47, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.4302 2022-02-09 14:44:45,035 - mmaction - INFO - Epoch [121][920/940] lr: 4.000e-02, eta: 2 days, 1:19:13, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5039, top5_acc: 0.7420, loss_cls: 2.1237, loss: 2.1237, grad_norm: 2.4431 2022-02-09 14:45:08,839 - mmaction - INFO - Epoch [121][940/940] lr: 4.000e-02, eta: 2 days, 1:18:36, time: 1.191, data_time: 0.060, memory: 9488, top1_acc: 0.5071, top5_acc: 0.7421, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.3998 2022-02-09 14:47:39,850 - mmaction - INFO - Epoch [122][20/940] lr: 4.000e-02, eta: 2 days, 1:22:34, time: 7.409, data_time: 5.708, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7520, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.4533 2022-02-09 14:48:03,322 - mmaction - INFO - Epoch [122][40/940] lr: 4.000e-02, eta: 2 days, 1:21:56, time: 1.174, data_time: 0.049, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7650, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.4610 2022-02-09 14:48:26,886 - mmaction - INFO - Epoch [122][60/940] lr: 4.000e-02, eta: 2 days, 1:21:18, time: 1.178, data_time: 0.044, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7498, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.4047 2022-02-09 14:48:50,792 - mmaction - INFO - Epoch [122][80/940] lr: 4.000e-02, eta: 2 days, 1:20:41, time: 1.196, data_time: 0.047, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7561, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.4466 2022-02-09 14:49:15,007 - mmaction - INFO - Epoch [122][100/940] lr: 4.000e-02, eta: 2 days, 1:20:04, time: 1.210, data_time: 0.049, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7520, loss_cls: 2.1270, loss: 2.1270, grad_norm: 2.4920 2022-02-09 14:49:39,383 - mmaction - INFO - Epoch [122][120/940] lr: 4.000e-02, eta: 2 days, 1:19:28, time: 1.219, data_time: 0.059, memory: 9488, top1_acc: 0.5066, top5_acc: 0.7438, loss_cls: 2.1169, loss: 2.1169, grad_norm: 2.4686 2022-02-09 14:50:03,819 - mmaction - INFO - Epoch [122][140/940] lr: 4.000e-02, eta: 2 days, 1:18:52, time: 1.222, data_time: 0.050, memory: 9488, top1_acc: 0.5172, top5_acc: 0.7416, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.4637 2022-02-09 14:50:28,647 - mmaction - INFO - Epoch [122][160/940] lr: 4.000e-02, eta: 2 days, 1:18:17, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7502, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.4507 2022-02-09 14:50:53,683 - mmaction - INFO - Epoch [122][180/940] lr: 4.000e-02, eta: 2 days, 1:17:43, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7572, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.3972 2022-02-09 14:51:18,658 - mmaction - INFO - Epoch [122][200/940] lr: 4.000e-02, eta: 2 days, 1:17:08, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7467, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.4516 2022-02-09 14:51:43,734 - mmaction - INFO - Epoch [122][220/940] lr: 4.000e-02, eta: 2 days, 1:16:34, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7484, loss_cls: 2.1281, loss: 2.1281, grad_norm: 2.4527 2022-02-09 14:52:08,602 - mmaction - INFO - Epoch [122][240/940] lr: 4.000e-02, eta: 2 days, 1:15:59, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7492, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.4725 2022-02-09 14:52:33,443 - mmaction - INFO - Epoch [122][260/940] lr: 4.000e-02, eta: 2 days, 1:15:24, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.4996, top5_acc: 0.7389, loss_cls: 2.1881, loss: 2.1881, grad_norm: 2.5295 2022-02-09 14:52:58,387 - mmaction - INFO - Epoch [122][280/940] lr: 4.000e-02, eta: 2 days, 1:14:49, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7463, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.4078 2022-02-09 14:53:23,424 - mmaction - INFO - Epoch [122][300/940] lr: 4.000e-02, eta: 2 days, 1:14:15, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7473, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.4198 2022-02-09 14:53:48,418 - mmaction - INFO - Epoch [122][320/940] lr: 4.000e-02, eta: 2 days, 1:13:40, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7580, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.4482 2022-02-09 14:54:13,244 - mmaction - INFO - Epoch [122][340/940] lr: 4.000e-02, eta: 2 days, 1:13:05, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7490, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.4619 2022-02-09 14:54:38,043 - mmaction - INFO - Epoch [122][360/940] lr: 4.000e-02, eta: 2 days, 1:12:30, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7480, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.4591 2022-02-09 14:55:03,151 - mmaction - INFO - Epoch [122][380/940] lr: 4.000e-02, eta: 2 days, 1:11:56, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7479, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.4386 2022-02-09 14:55:28,538 - mmaction - INFO - Epoch [122][400/940] lr: 4.000e-02, eta: 2 days, 1:11:22, time: 1.269, data_time: 0.066, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7475, loss_cls: 2.1142, loss: 2.1142, grad_norm: 2.4653 2022-02-09 14:55:53,885 - mmaction - INFO - Epoch [122][420/940] lr: 4.000e-02, eta: 2 days, 1:10:48, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7459, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.4433 2022-02-09 14:56:19,036 - mmaction - INFO - Epoch [122][440/940] lr: 4.000e-02, eta: 2 days, 1:10:14, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7455, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.4570 2022-02-09 14:56:44,247 - mmaction - INFO - Epoch [122][460/940] lr: 4.000e-02, eta: 2 days, 1:09:40, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7441, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.4374 2022-02-09 14:57:09,648 - mmaction - INFO - Epoch [122][480/940] lr: 4.000e-02, eta: 2 days, 1:09:06, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7504, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.4260 2022-02-09 14:57:35,027 - mmaction - INFO - Epoch [122][500/940] lr: 4.000e-02, eta: 2 days, 1:08:32, time: 1.269, data_time: 0.080, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7570, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.4770 2022-02-09 14:58:00,178 - mmaction - INFO - Epoch [122][520/940] lr: 4.000e-02, eta: 2 days, 1:07:58, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1068, loss: 2.1068, grad_norm: 2.5295 2022-02-09 14:58:25,410 - mmaction - INFO - Epoch [122][540/940] lr: 4.000e-02, eta: 2 days, 1:07:24, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7354, loss_cls: 2.1667, loss: 2.1667, grad_norm: 2.4487 2022-02-09 14:58:50,807 - mmaction - INFO - Epoch [122][560/940] lr: 4.000e-02, eta: 2 days, 1:06:51, time: 1.270, data_time: 0.071, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7514, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.4335 2022-02-09 14:59:16,289 - mmaction - INFO - Epoch [122][580/940] lr: 4.000e-02, eta: 2 days, 1:06:17, time: 1.274, data_time: 0.076, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7359, loss_cls: 2.1548, loss: 2.1548, grad_norm: 2.4621 2022-02-09 14:59:41,709 - mmaction - INFO - Epoch [122][600/940] lr: 4.000e-02, eta: 2 days, 1:05:43, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7510, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.4844 2022-02-09 15:00:06,759 - mmaction - INFO - Epoch [122][620/940] lr: 4.000e-02, eta: 2 days, 1:05:09, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7514, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.4586 2022-02-09 15:00:31,827 - mmaction - INFO - Epoch [122][640/940] lr: 4.000e-02, eta: 2 days, 1:04:35, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7389, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.4554 2022-02-09 15:00:56,817 - mmaction - INFO - Epoch [122][660/940] lr: 4.000e-02, eta: 2 days, 1:04:00, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7502, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.4620 2022-02-09 15:01:22,088 - mmaction - INFO - Epoch [122][680/940] lr: 4.000e-02, eta: 2 days, 1:03:26, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.4797 2022-02-09 15:01:47,091 - mmaction - INFO - Epoch [122][700/940] lr: 4.000e-02, eta: 2 days, 1:02:52, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7469, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.4629 2022-02-09 15:02:11,975 - mmaction - INFO - Epoch [122][720/940] lr: 4.000e-02, eta: 2 days, 1:02:17, time: 1.244, data_time: 0.074, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7436, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.4847 2022-02-09 15:02:37,118 - mmaction - INFO - Epoch [122][740/940] lr: 4.000e-02, eta: 2 days, 1:01:43, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7383, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.4854 2022-02-09 15:03:02,273 - mmaction - INFO - Epoch [122][760/940] lr: 4.000e-02, eta: 2 days, 1:01:09, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7441, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.4427 2022-02-09 15:03:27,102 - mmaction - INFO - Epoch [122][780/940] lr: 4.000e-02, eta: 2 days, 1:00:34, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7451, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.4678 2022-02-09 15:03:51,911 - mmaction - INFO - Epoch [122][800/940] lr: 4.000e-02, eta: 2 days, 0:59:59, time: 1.241, data_time: 0.066, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7506, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.4740 2022-02-09 15:04:16,950 - mmaction - INFO - Epoch [122][820/940] lr: 4.000e-02, eta: 2 days, 0:59:25, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7479, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.4536 2022-02-09 15:04:42,087 - mmaction - INFO - Epoch [122][840/940] lr: 4.000e-02, eta: 2 days, 0:58:51, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.4348 2022-02-09 15:05:07,249 - mmaction - INFO - Epoch [122][860/940] lr: 4.000e-02, eta: 2 days, 0:58:17, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7365, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.4583 2022-02-09 15:05:32,021 - mmaction - INFO - Epoch [122][880/940] lr: 4.000e-02, eta: 2 days, 0:57:42, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7482, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.4627 2022-02-09 15:05:56,926 - mmaction - INFO - Epoch [122][900/940] lr: 4.000e-02, eta: 2 days, 0:57:07, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.4677 2022-02-09 15:06:22,215 - mmaction - INFO - Epoch [122][920/940] lr: 4.000e-02, eta: 2 days, 0:56:33, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7443, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.4466 2022-02-09 15:06:45,903 - mmaction - INFO - Epoch [122][940/940] lr: 4.000e-02, eta: 2 days, 0:55:56, time: 1.185, data_time: 0.071, memory: 9488, top1_acc: 0.5067, top5_acc: 0.7461, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.5282 2022-02-09 15:09:32,486 - mmaction - INFO - Epoch [123][20/940] lr: 4.000e-02, eta: 2 days, 1:00:19, time: 8.118, data_time: 6.944, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7461, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.4521 2022-02-09 15:09:56,203 - mmaction - INFO - Epoch [123][40/940] lr: 4.000e-02, eta: 2 days, 0:59:41, time: 1.186, data_time: 0.049, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7520, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.4490 2022-02-09 15:10:19,946 - mmaction - INFO - Epoch [123][60/940] lr: 4.000e-02, eta: 2 days, 0:59:04, time: 1.187, data_time: 0.046, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7393, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.4524 2022-02-09 15:10:44,073 - mmaction - INFO - Epoch [123][80/940] lr: 4.000e-02, eta: 2 days, 0:58:28, time: 1.207, data_time: 0.049, memory: 9488, top1_acc: 0.5041, top5_acc: 0.7475, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.4152 2022-02-09 15:11:08,287 - mmaction - INFO - Epoch [123][100/940] lr: 4.000e-02, eta: 2 days, 0:57:51, time: 1.210, data_time: 0.052, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7529, loss_cls: 2.0637, loss: 2.0637, grad_norm: 2.4542 2022-02-09 15:11:32,951 - mmaction - INFO - Epoch [123][120/940] lr: 4.000e-02, eta: 2 days, 0:57:16, time: 1.233, data_time: 0.055, memory: 9488, top1_acc: 0.5006, top5_acc: 0.7412, loss_cls: 2.1438, loss: 2.1438, grad_norm: 2.5226 2022-02-09 15:11:57,861 - mmaction - INFO - Epoch [123][140/940] lr: 4.000e-02, eta: 2 days, 0:56:41, time: 1.246, data_time: 0.053, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7543, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.4136 2022-02-09 15:12:22,746 - mmaction - INFO - Epoch [123][160/940] lr: 4.000e-02, eta: 2 days, 0:56:07, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7475, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.5038 2022-02-09 15:12:47,601 - mmaction - INFO - Epoch [123][180/940] lr: 4.000e-02, eta: 2 days, 0:55:32, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7445, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.4752 2022-02-09 15:13:12,377 - mmaction - INFO - Epoch [123][200/940] lr: 4.000e-02, eta: 2 days, 0:54:57, time: 1.239, data_time: 0.055, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7609, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.4064 2022-02-09 15:13:37,445 - mmaction - INFO - Epoch [123][220/940] lr: 4.000e-02, eta: 2 days, 0:54:23, time: 1.253, data_time: 0.051, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7584, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.4279 2022-02-09 15:14:02,777 - mmaction - INFO - Epoch [123][240/940] lr: 4.000e-02, eta: 2 days, 0:53:49, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.4418 2022-02-09 15:14:28,001 - mmaction - INFO - Epoch [123][260/940] lr: 4.000e-02, eta: 2 days, 0:53:15, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7555, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.4537 2022-02-09 15:14:53,271 - mmaction - INFO - Epoch [123][280/940] lr: 4.000e-02, eta: 2 days, 0:52:41, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7500, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.4651 2022-02-09 15:15:18,662 - mmaction - INFO - Epoch [123][300/940] lr: 4.000e-02, eta: 2 days, 0:52:08, time: 1.270, data_time: 0.063, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7465, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.4629 2022-02-09 15:15:43,841 - mmaction - INFO - Epoch [123][320/940] lr: 4.000e-02, eta: 2 days, 0:51:33, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7447, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.5259 2022-02-09 15:16:09,343 - mmaction - INFO - Epoch [123][340/940] lr: 4.000e-02, eta: 2 days, 0:51:00, time: 1.275, data_time: 0.072, memory: 9488, top1_acc: 0.5027, top5_acc: 0.7357, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.5189 2022-02-09 15:16:34,737 - mmaction - INFO - Epoch [123][360/940] lr: 4.000e-02, eta: 2 days, 0:50:27, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7502, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.4447 2022-02-09 15:16:59,753 - mmaction - INFO - Epoch [123][380/940] lr: 4.000e-02, eta: 2 days, 0:49:52, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7465, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.4241 2022-02-09 15:17:25,070 - mmaction - INFO - Epoch [123][400/940] lr: 4.000e-02, eta: 2 days, 0:49:18, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7426, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.4909 2022-02-09 15:17:50,414 - mmaction - INFO - Epoch [123][420/940] lr: 4.000e-02, eta: 2 days, 0:48:45, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7455, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.4721 2022-02-09 15:18:15,618 - mmaction - INFO - Epoch [123][440/940] lr: 4.000e-02, eta: 2 days, 0:48:11, time: 1.260, data_time: 0.054, memory: 9488, top1_acc: 0.5014, top5_acc: 0.7340, loss_cls: 2.1748, loss: 2.1748, grad_norm: 2.4883 2022-02-09 15:18:40,780 - mmaction - INFO - Epoch [123][460/940] lr: 4.000e-02, eta: 2 days, 0:47:37, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7553, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.3998 2022-02-09 15:19:05,919 - mmaction - INFO - Epoch [123][480/940] lr: 4.000e-02, eta: 2 days, 0:47:03, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7441, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.4847 2022-02-09 15:19:31,095 - mmaction - INFO - Epoch [123][500/940] lr: 4.000e-02, eta: 2 days, 0:46:29, time: 1.259, data_time: 0.059, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7428, loss_cls: 2.1412, loss: 2.1412, grad_norm: 2.4934 2022-02-09 15:19:56,251 - mmaction - INFO - Epoch [123][520/940] lr: 4.000e-02, eta: 2 days, 0:45:55, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.4992 2022-02-09 15:20:21,500 - mmaction - INFO - Epoch [123][540/940] lr: 4.000e-02, eta: 2 days, 0:45:21, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.5012, top5_acc: 0.7346, loss_cls: 2.1507, loss: 2.1507, grad_norm: 2.4628 2022-02-09 15:20:46,720 - mmaction - INFO - Epoch [123][560/940] lr: 4.000e-02, eta: 2 days, 0:44:47, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.5107, top5_acc: 0.7510, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.4465 2022-02-09 15:21:11,704 - mmaction - INFO - Epoch [123][580/940] lr: 4.000e-02, eta: 2 days, 0:44:13, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7543, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.4890 2022-02-09 15:21:37,136 - mmaction - INFO - Epoch [123][600/940] lr: 4.000e-02, eta: 2 days, 0:43:39, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7463, loss_cls: 2.1264, loss: 2.1264, grad_norm: 2.4983 2022-02-09 15:22:02,308 - mmaction - INFO - Epoch [123][620/940] lr: 4.000e-02, eta: 2 days, 0:43:05, time: 1.259, data_time: 0.080, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7465, loss_cls: 2.1063, loss: 2.1063, grad_norm: 2.4698 2022-02-09 15:22:27,506 - mmaction - INFO - Epoch [123][640/940] lr: 4.000e-02, eta: 2 days, 0:42:31, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7422, loss_cls: 2.1257, loss: 2.1257, grad_norm: 2.4235 2022-02-09 15:22:52,844 - mmaction - INFO - Epoch [123][660/940] lr: 4.000e-02, eta: 2 days, 0:41:58, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.5061, top5_acc: 0.7533, loss_cls: 2.1158, loss: 2.1158, grad_norm: 2.4762 2022-02-09 15:23:17,935 - mmaction - INFO - Epoch [123][680/940] lr: 4.000e-02, eta: 2 days, 0:41:23, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7379, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.4822 2022-02-09 15:23:43,202 - mmaction - INFO - Epoch [123][700/940] lr: 4.000e-02, eta: 2 days, 0:40:50, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7523, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.4424 2022-02-09 15:24:08,434 - mmaction - INFO - Epoch [123][720/940] lr: 4.000e-02, eta: 2 days, 0:40:16, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7574, loss_cls: 2.0627, loss: 2.0627, grad_norm: 2.4304 2022-02-09 15:24:33,857 - mmaction - INFO - Epoch [123][740/940] lr: 4.000e-02, eta: 2 days, 0:39:42, time: 1.271, data_time: 0.072, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7475, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.4631 2022-02-09 15:24:58,993 - mmaction - INFO - Epoch [123][760/940] lr: 4.000e-02, eta: 2 days, 0:39:08, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7439, loss_cls: 2.1032, loss: 2.1032, grad_norm: 2.4247 2022-02-09 15:25:23,934 - mmaction - INFO - Epoch [123][780/940] lr: 4.000e-02, eta: 2 days, 0:38:34, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7535, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.4092 2022-02-09 15:25:49,058 - mmaction - INFO - Epoch [123][800/940] lr: 4.000e-02, eta: 2 days, 0:38:00, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7498, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.4257 2022-02-09 15:26:14,405 - mmaction - INFO - Epoch [123][820/940] lr: 4.000e-02, eta: 2 days, 0:37:26, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7463, loss_cls: 2.1141, loss: 2.1141, grad_norm: 2.4241 2022-02-09 15:26:39,717 - mmaction - INFO - Epoch [123][840/940] lr: 4.000e-02, eta: 2 days, 0:36:53, time: 1.266, data_time: 0.083, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7514, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.4740 2022-02-09 15:27:04,777 - mmaction - INFO - Epoch [123][860/940] lr: 4.000e-02, eta: 2 days, 0:36:19, time: 1.253, data_time: 0.076, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7516, loss_cls: 2.1047, loss: 2.1047, grad_norm: 2.4360 2022-02-09 15:27:30,025 - mmaction - INFO - Epoch [123][880/940] lr: 4.000e-02, eta: 2 days, 0:35:45, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7492, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.4553 2022-02-09 15:27:55,279 - mmaction - INFO - Epoch [123][900/940] lr: 4.000e-02, eta: 2 days, 0:35:11, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7471, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.4694 2022-02-09 15:28:20,423 - mmaction - INFO - Epoch [123][920/940] lr: 4.000e-02, eta: 2 days, 0:34:37, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.5064, top5_acc: 0.7389, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.4932 2022-02-09 15:28:44,240 - mmaction - INFO - Epoch [123][940/940] lr: 4.000e-02, eta: 2 days, 0:34:01, time: 1.190, data_time: 0.062, memory: 9488, top1_acc: 0.5065, top5_acc: 0.7423, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.5383 2022-02-09 15:31:56,910 - mmaction - INFO - Epoch [124][20/940] lr: 4.000e-02, eta: 2 days, 0:39:12, time: 9.433, data_time: 8.278, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7426, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.4216 2022-02-09 15:32:20,332 - mmaction - INFO - Epoch [124][40/940] lr: 4.000e-02, eta: 2 days, 0:38:34, time: 1.172, data_time: 0.049, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7484, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.4807 2022-02-09 15:32:44,197 - mmaction - INFO - Epoch [124][60/940] lr: 4.000e-02, eta: 2 days, 0:37:57, time: 1.193, data_time: 0.046, memory: 9488, top1_acc: 0.5172, top5_acc: 0.7475, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4850 2022-02-09 15:33:08,238 - mmaction - INFO - Epoch [124][80/940] lr: 4.000e-02, eta: 2 days, 0:37:21, time: 1.203, data_time: 0.048, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7521, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.5487 2022-02-09 15:33:32,632 - mmaction - INFO - Epoch [124][100/940] lr: 4.000e-02, eta: 2 days, 0:36:45, time: 1.220, data_time: 0.062, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7414, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.4014 2022-02-09 15:33:56,765 - mmaction - INFO - Epoch [124][120/940] lr: 4.000e-02, eta: 2 days, 0:36:09, time: 1.206, data_time: 0.055, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7430, loss_cls: 2.1032, loss: 2.1032, grad_norm: 2.4554 2022-02-09 15:34:21,205 - mmaction - INFO - Epoch [124][140/940] lr: 4.000e-02, eta: 2 days, 0:35:33, time: 1.222, data_time: 0.061, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7412, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.4809 2022-02-09 15:34:45,977 - mmaction - INFO - Epoch [124][160/940] lr: 4.000e-02, eta: 2 days, 0:34:58, time: 1.238, data_time: 0.072, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7471, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.4186 2022-02-09 15:35:10,534 - mmaction - INFO - Epoch [124][180/940] lr: 4.000e-02, eta: 2 days, 0:34:23, time: 1.228, data_time: 0.066, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7441, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.5164 2022-02-09 15:35:35,338 - mmaction - INFO - Epoch [124][200/940] lr: 4.000e-02, eta: 2 days, 0:33:48, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7525, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.4710 2022-02-09 15:36:00,105 - mmaction - INFO - Epoch [124][220/940] lr: 4.000e-02, eta: 2 days, 0:33:14, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7662, loss_cls: 2.0245, loss: 2.0245, grad_norm: 2.4740 2022-02-09 15:36:24,814 - mmaction - INFO - Epoch [124][240/940] lr: 4.000e-02, eta: 2 days, 0:32:39, time: 1.235, data_time: 0.058, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7408, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.5122 2022-02-09 15:36:49,650 - mmaction - INFO - Epoch [124][260/940] lr: 4.000e-02, eta: 2 days, 0:32:04, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7494, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.4815 2022-02-09 15:37:14,314 - mmaction - INFO - Epoch [124][280/940] lr: 4.000e-02, eta: 2 days, 0:31:29, time: 1.233, data_time: 0.060, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7504, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.4593 2022-02-09 15:37:39,231 - mmaction - INFO - Epoch [124][300/940] lr: 4.000e-02, eta: 2 days, 0:30:54, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7523, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.4400 2022-02-09 15:38:04,205 - mmaction - INFO - Epoch [124][320/940] lr: 4.000e-02, eta: 2 days, 0:30:20, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7436, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.4770 2022-02-09 15:38:28,785 - mmaction - INFO - Epoch [124][340/940] lr: 4.000e-02, eta: 2 days, 0:29:45, time: 1.229, data_time: 0.066, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7467, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.4543 2022-02-09 15:38:53,561 - mmaction - INFO - Epoch [124][360/940] lr: 4.000e-02, eta: 2 days, 0:29:10, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7543, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.4385 2022-02-09 15:39:18,556 - mmaction - INFO - Epoch [124][380/940] lr: 4.000e-02, eta: 2 days, 0:28:36, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7580, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.5148 2022-02-09 15:39:43,528 - mmaction - INFO - Epoch [124][400/940] lr: 4.000e-02, eta: 2 days, 0:28:02, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.5051, top5_acc: 0.7340, loss_cls: 2.1493, loss: 2.1493, grad_norm: 2.4649 2022-02-09 15:40:08,372 - mmaction - INFO - Epoch [124][420/940] lr: 4.000e-02, eta: 2 days, 0:27:27, time: 1.243, data_time: 0.074, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7457, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.5046 2022-02-09 15:40:33,369 - mmaction - INFO - Epoch [124][440/940] lr: 4.000e-02, eta: 2 days, 0:26:53, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7459, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.4847 2022-02-09 15:40:58,575 - mmaction - INFO - Epoch [124][460/940] lr: 4.000e-02, eta: 2 days, 0:26:19, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7463, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.4680 2022-02-09 15:41:24,002 - mmaction - INFO - Epoch [124][480/940] lr: 4.000e-02, eta: 2 days, 0:25:45, time: 1.271, data_time: 0.067, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.4985 2022-02-09 15:41:48,974 - mmaction - INFO - Epoch [124][500/940] lr: 4.000e-02, eta: 2 days, 0:25:11, time: 1.249, data_time: 0.077, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7480, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.4332 2022-02-09 15:42:14,171 - mmaction - INFO - Epoch [124][520/940] lr: 4.000e-02, eta: 2 days, 0:24:37, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7562, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.5101 2022-02-09 15:42:39,144 - mmaction - INFO - Epoch [124][540/940] lr: 4.000e-02, eta: 2 days, 0:24:03, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7428, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.5072 2022-02-09 15:43:04,089 - mmaction - INFO - Epoch [124][560/940] lr: 4.000e-02, eta: 2 days, 0:23:29, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7379, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.4685 2022-02-09 15:43:29,138 - mmaction - INFO - Epoch [124][580/940] lr: 4.000e-02, eta: 2 days, 0:22:55, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1305, loss: 2.1305, grad_norm: 2.4566 2022-02-09 15:43:54,046 - mmaction - INFO - Epoch [124][600/940] lr: 4.000e-02, eta: 2 days, 0:22:20, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7467, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.4425 2022-02-09 15:44:19,241 - mmaction - INFO - Epoch [124][620/940] lr: 4.000e-02, eta: 2 days, 0:21:46, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7557, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.4905 2022-02-09 15:44:44,438 - mmaction - INFO - Epoch [124][640/940] lr: 4.000e-02, eta: 2 days, 0:21:13, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1169, loss: 2.1169, grad_norm: 2.5251 2022-02-09 15:45:09,456 - mmaction - INFO - Epoch [124][660/940] lr: 4.000e-02, eta: 2 days, 0:20:38, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7480, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.4456 2022-02-09 15:45:34,634 - mmaction - INFO - Epoch [124][680/940] lr: 4.000e-02, eta: 2 days, 0:20:05, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.5088, top5_acc: 0.7504, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.4611 2022-02-09 15:45:59,672 - mmaction - INFO - Epoch [124][700/940] lr: 4.000e-02, eta: 2 days, 0:19:30, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7482, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.5021 2022-02-09 15:46:24,607 - mmaction - INFO - Epoch [124][720/940] lr: 4.000e-02, eta: 2 days, 0:18:56, time: 1.247, data_time: 0.074, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7496, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.4775 2022-02-09 15:46:49,572 - mmaction - INFO - Epoch [124][740/940] lr: 4.000e-02, eta: 2 days, 0:18:22, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7479, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.4747 2022-02-09 15:47:14,616 - mmaction - INFO - Epoch [124][760/940] lr: 4.000e-02, eta: 2 days, 0:17:48, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7377, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.4448 2022-02-09 15:47:39,737 - mmaction - INFO - Epoch [124][780/940] lr: 4.000e-02, eta: 2 days, 0:17:14, time: 1.256, data_time: 0.082, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7449, loss_cls: 2.1003, loss: 2.1003, grad_norm: 2.4671 2022-02-09 15:48:04,747 - mmaction - INFO - Epoch [124][800/940] lr: 4.000e-02, eta: 2 days, 0:16:40, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.5037, top5_acc: 0.7395, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.4926 2022-02-09 15:48:30,036 - mmaction - INFO - Epoch [124][820/940] lr: 4.000e-02, eta: 2 days, 0:16:06, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.5049, top5_acc: 0.7406, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.4276 2022-02-09 15:48:55,047 - mmaction - INFO - Epoch [124][840/940] lr: 4.000e-02, eta: 2 days, 0:15:32, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7508, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.4412 2022-02-09 15:49:20,238 - mmaction - INFO - Epoch [124][860/940] lr: 4.000e-02, eta: 2 days, 0:14:58, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7537, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.4910 2022-02-09 15:49:45,295 - mmaction - INFO - Epoch [124][880/940] lr: 4.000e-02, eta: 2 days, 0:14:24, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7434, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.4860 2022-02-09 15:50:10,199 - mmaction - INFO - Epoch [124][900/940] lr: 4.000e-02, eta: 2 days, 0:13:50, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7512, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.4509 2022-02-09 15:50:35,194 - mmaction - INFO - Epoch [124][920/940] lr: 4.000e-02, eta: 2 days, 0:13:16, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7457, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.4854 2022-02-09 15:50:59,164 - mmaction - INFO - Epoch [124][940/940] lr: 4.000e-02, eta: 2 days, 0:12:40, time: 1.199, data_time: 0.060, memory: 9488, top1_acc: 0.5032, top5_acc: 0.7435, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.4608 2022-02-09 15:53:57,026 - mmaction - INFO - Epoch [125][20/940] lr: 4.000e-02, eta: 2 days, 0:17:12, time: 8.696, data_time: 6.943, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7510, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.4850 2022-02-09 15:54:20,731 - mmaction - INFO - Epoch [125][40/940] lr: 4.000e-02, eta: 2 days, 0:16:36, time: 1.186, data_time: 0.047, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7654, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.4876 2022-02-09 15:54:44,509 - mmaction - INFO - Epoch [125][60/940] lr: 4.000e-02, eta: 2 days, 0:15:59, time: 1.189, data_time: 0.046, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7510, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.4881 2022-02-09 15:55:08,898 - mmaction - INFO - Epoch [125][80/940] lr: 4.000e-02, eta: 2 days, 0:15:23, time: 1.219, data_time: 0.050, memory: 9488, top1_acc: 0.5172, top5_acc: 0.7424, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.4687 2022-02-09 15:55:33,477 - mmaction - INFO - Epoch [125][100/940] lr: 4.000e-02, eta: 2 days, 0:14:48, time: 1.229, data_time: 0.056, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7527, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.4317 2022-02-09 15:55:58,067 - mmaction - INFO - Epoch [125][120/940] lr: 4.000e-02, eta: 2 days, 0:14:13, time: 1.229, data_time: 0.056, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7545, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.4095 2022-02-09 15:56:22,819 - mmaction - INFO - Epoch [125][140/940] lr: 4.000e-02, eta: 2 days, 0:13:38, time: 1.238, data_time: 0.062, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7586, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.4684 2022-02-09 15:56:47,574 - mmaction - INFO - Epoch [125][160/940] lr: 4.000e-02, eta: 2 days, 0:13:04, time: 1.238, data_time: 0.069, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7457, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.4347 2022-02-09 15:57:12,405 - mmaction - INFO - Epoch [125][180/940] lr: 4.000e-02, eta: 2 days, 0:12:29, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.5332, top5_acc: 0.7576, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.4084 2022-02-09 15:57:37,290 - mmaction - INFO - Epoch [125][200/940] lr: 4.000e-02, eta: 2 days, 0:11:55, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7428, loss_cls: 2.1156, loss: 2.1156, grad_norm: 2.5006 2022-02-09 15:58:02,207 - mmaction - INFO - Epoch [125][220/940] lr: 4.000e-02, eta: 2 days, 0:11:20, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7514, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.4302 2022-02-09 15:58:27,148 - mmaction - INFO - Epoch [125][240/940] lr: 4.000e-02, eta: 2 days, 0:10:46, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7473, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.5278 2022-02-09 15:58:51,889 - mmaction - INFO - Epoch [125][260/940] lr: 4.000e-02, eta: 2 days, 0:10:11, time: 1.237, data_time: 0.066, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.4832 2022-02-09 15:59:16,924 - mmaction - INFO - Epoch [125][280/940] lr: 4.000e-02, eta: 2 days, 0:09:37, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.4929 2022-02-09 15:59:41,663 - mmaction - INFO - Epoch [125][300/940] lr: 4.000e-02, eta: 2 days, 0:09:03, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7465, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.4981 2022-02-09 16:00:07,060 - mmaction - INFO - Epoch [125][320/940] lr: 4.000e-02, eta: 2 days, 0:08:29, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7541, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.4672 2022-02-09 16:00:32,136 - mmaction - INFO - Epoch [125][340/940] lr: 4.000e-02, eta: 2 days, 0:07:55, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.4782 2022-02-09 16:00:57,187 - mmaction - INFO - Epoch [125][360/940] lr: 4.000e-02, eta: 2 days, 0:07:21, time: 1.253, data_time: 0.078, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7520, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.5333 2022-02-09 16:01:22,187 - mmaction - INFO - Epoch [125][380/940] lr: 4.000e-02, eta: 2 days, 0:06:47, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.4698 2022-02-09 16:01:47,491 - mmaction - INFO - Epoch [125][400/940] lr: 4.000e-02, eta: 2 days, 0:06:13, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7438, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.5435 2022-02-09 16:02:12,485 - mmaction - INFO - Epoch [125][420/940] lr: 4.000e-02, eta: 2 days, 0:05:39, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7445, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.4531 2022-02-09 16:02:37,820 - mmaction - INFO - Epoch [125][440/940] lr: 4.000e-02, eta: 2 days, 0:05:06, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7432, loss_cls: 2.1496, loss: 2.1496, grad_norm: 2.4699 2022-02-09 16:03:03,066 - mmaction - INFO - Epoch [125][460/940] lr: 4.000e-02, eta: 2 days, 0:04:32, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7547, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.4395 2022-02-09 16:03:28,240 - mmaction - INFO - Epoch [125][480/940] lr: 4.000e-02, eta: 2 days, 0:03:58, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7463, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.4852 2022-02-09 16:03:53,413 - mmaction - INFO - Epoch [125][500/940] lr: 4.000e-02, eta: 2 days, 0:03:25, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7566, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.4696 2022-02-09 16:04:18,828 - mmaction - INFO - Epoch [125][520/940] lr: 4.000e-02, eta: 2 days, 0:02:51, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7420, loss_cls: 2.1537, loss: 2.1537, grad_norm: 2.4879 2022-02-09 16:04:43,959 - mmaction - INFO - Epoch [125][540/940] lr: 4.000e-02, eta: 2 days, 0:02:18, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.4606 2022-02-09 16:05:09,164 - mmaction - INFO - Epoch [125][560/940] lr: 4.000e-02, eta: 2 days, 0:01:44, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.5045, top5_acc: 0.7436, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.4980 2022-02-09 16:05:34,369 - mmaction - INFO - Epoch [125][580/940] lr: 4.000e-02, eta: 2 days, 0:01:10, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7404, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.4883 2022-02-09 16:05:59,863 - mmaction - INFO - Epoch [125][600/940] lr: 4.000e-02, eta: 2 days, 0:00:37, time: 1.275, data_time: 0.073, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7465, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.5260 2022-02-09 16:06:25,002 - mmaction - INFO - Epoch [125][620/940] lr: 4.000e-02, eta: 2 days, 0:00:03, time: 1.257, data_time: 0.062, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7475, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.4435 2022-02-09 16:06:49,938 - mmaction - INFO - Epoch [125][640/940] lr: 4.000e-02, eta: 1 day, 23:59:29, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7604, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.4793 2022-02-09 16:07:15,337 - mmaction - INFO - Epoch [125][660/940] lr: 4.000e-02, eta: 1 day, 23:58:56, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7506, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.4914 2022-02-09 16:07:40,557 - mmaction - INFO - Epoch [125][680/940] lr: 4.000e-02, eta: 1 day, 23:58:22, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7443, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4122 2022-02-09 16:08:05,789 - mmaction - INFO - Epoch [125][700/940] lr: 4.000e-02, eta: 1 day, 23:57:49, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7475, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.5278 2022-02-09 16:08:30,871 - mmaction - INFO - Epoch [125][720/940] lr: 4.000e-02, eta: 1 day, 23:57:15, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7434, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.4791 2022-02-09 16:08:56,078 - mmaction - INFO - Epoch [125][740/940] lr: 4.000e-02, eta: 1 day, 23:56:41, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7514, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.4840 2022-02-09 16:09:21,107 - mmaction - INFO - Epoch [125][760/940] lr: 4.000e-02, eta: 1 day, 23:56:07, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7479, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.4487 2022-02-09 16:09:46,292 - mmaction - INFO - Epoch [125][780/940] lr: 4.000e-02, eta: 1 day, 23:55:34, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7385, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.4964 2022-02-09 16:10:11,311 - mmaction - INFO - Epoch [125][800/940] lr: 4.000e-02, eta: 1 day, 23:55:00, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.5025, top5_acc: 0.7367, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.5225 2022-02-09 16:10:36,452 - mmaction - INFO - Epoch [125][820/940] lr: 4.000e-02, eta: 1 day, 23:54:26, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.5104, top5_acc: 0.7432, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.4741 2022-02-09 16:11:01,498 - mmaction - INFO - Epoch [125][840/940] lr: 4.000e-02, eta: 1 day, 23:53:52, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7570, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.5095 2022-02-09 16:11:26,676 - mmaction - INFO - Epoch [125][860/940] lr: 4.000e-02, eta: 1 day, 23:53:18, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.4491 2022-02-09 16:11:51,598 - mmaction - INFO - Epoch [125][880/940] lr: 4.000e-02, eta: 1 day, 23:52:44, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7432, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.4920 2022-02-09 16:12:16,978 - mmaction - INFO - Epoch [125][900/940] lr: 4.000e-02, eta: 1 day, 23:52:11, time: 1.269, data_time: 0.063, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7506, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.4838 2022-02-09 16:12:42,135 - mmaction - INFO - Epoch [125][920/940] lr: 4.000e-02, eta: 1 day, 23:51:37, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7391, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.4609 2022-02-09 16:13:05,738 - mmaction - INFO - Epoch [125][940/940] lr: 4.000e-02, eta: 1 day, 23:51:00, time: 1.181, data_time: 0.053, memory: 9488, top1_acc: 0.5016, top5_acc: 0.7338, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.4866 2022-02-09 16:13:14,103 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 16:13:14,106 - mmaction - INFO - 110 BN found 2022-02-09 16:17:31,906 - mmaction - INFO - BN stats updated 2022-02-09 16:17:33,910 - mmaction - INFO - Saving checkpoint at 125 epochs 2022-02-09 16:22:38,998 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 16:22:39,731 - mmaction - INFO - top1_acc 0.5917 top5_acc 0.8263 2022-02-09 16:22:39,731 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 16:22:39,763 - mmaction - INFO - mean_acc 0.5916 2022-02-09 16:22:39,771 - mmaction - INFO - Epoch(val) [125][78] top1_acc: 0.5917, top5_acc: 0.8263, mean_class_accuracy: 0.5916 2022-02-09 16:25:03,887 - mmaction - INFO - Epoch [126][20/940] lr: 4.000e-02, eta: 1 day, 23:54:26, time: 7.204, data_time: 6.050, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7613, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.4480 2022-02-09 16:25:27,267 - mmaction - INFO - Epoch [126][40/940] lr: 4.000e-02, eta: 1 day, 23:53:49, time: 1.169, data_time: 0.049, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7396, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.5035 2022-02-09 16:25:50,712 - mmaction - INFO - Epoch [126][60/940] lr: 4.000e-02, eta: 1 day, 23:53:12, time: 1.172, data_time: 0.044, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7543, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.4764 2022-02-09 16:26:14,412 - mmaction - INFO - Epoch [126][80/940] lr: 4.000e-02, eta: 1 day, 23:52:35, time: 1.185, data_time: 0.053, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.4917 2022-02-09 16:26:38,084 - mmaction - INFO - Epoch [126][100/940] lr: 4.000e-02, eta: 1 day, 23:51:58, time: 1.184, data_time: 0.048, memory: 9488, top1_acc: 0.5074, top5_acc: 0.7453, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.5050 2022-02-09 16:27:01,897 - mmaction - INFO - Epoch [126][120/940] lr: 4.000e-02, eta: 1 day, 23:51:22, time: 1.191, data_time: 0.044, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7457, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.4802 2022-02-09 16:27:26,031 - mmaction - INFO - Epoch [126][140/940] lr: 4.000e-02, eta: 1 day, 23:50:46, time: 1.207, data_time: 0.047, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7502, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.4759 2022-02-09 16:27:50,061 - mmaction - INFO - Epoch [126][160/940] lr: 4.000e-02, eta: 1 day, 23:50:10, time: 1.202, data_time: 0.050, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7496, loss_cls: 2.1113, loss: 2.1113, grad_norm: 2.5645 2022-02-09 16:28:14,436 - mmaction - INFO - Epoch [126][180/940] lr: 4.000e-02, eta: 1 day, 23:49:35, time: 1.219, data_time: 0.045, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7480, loss_cls: 2.1129, loss: 2.1129, grad_norm: 2.5245 2022-02-09 16:28:38,768 - mmaction - INFO - Epoch [126][200/940] lr: 4.000e-02, eta: 1 day, 23:48:59, time: 1.217, data_time: 0.049, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7506, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.4804 2022-02-09 16:29:03,253 - mmaction - INFO - Epoch [126][220/940] lr: 4.000e-02, eta: 1 day, 23:48:24, time: 1.225, data_time: 0.051, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7439, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.4843 2022-02-09 16:29:27,803 - mmaction - INFO - Epoch [126][240/940] lr: 4.000e-02, eta: 1 day, 23:47:49, time: 1.227, data_time: 0.051, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7498, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.4798 2022-02-09 16:29:52,329 - mmaction - INFO - Epoch [126][260/940] lr: 4.000e-02, eta: 1 day, 23:47:15, time: 1.226, data_time: 0.053, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7543, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.5283 2022-02-09 16:30:16,717 - mmaction - INFO - Epoch [126][280/940] lr: 4.000e-02, eta: 1 day, 23:46:39, time: 1.219, data_time: 0.052, memory: 9488, top1_acc: 0.5080, top5_acc: 0.7428, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.5124 2022-02-09 16:30:41,262 - mmaction - INFO - Epoch [126][300/940] lr: 4.000e-02, eta: 1 day, 23:46:04, time: 1.227, data_time: 0.054, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7479, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.4705 2022-02-09 16:31:05,662 - mmaction - INFO - Epoch [126][320/940] lr: 4.000e-02, eta: 1 day, 23:45:29, time: 1.220, data_time: 0.047, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7508, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.4852 2022-02-09 16:31:30,316 - mmaction - INFO - Epoch [126][340/940] lr: 4.000e-02, eta: 1 day, 23:44:55, time: 1.233, data_time: 0.055, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7535, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.5193 2022-02-09 16:31:54,800 - mmaction - INFO - Epoch [126][360/940] lr: 4.000e-02, eta: 1 day, 23:44:19, time: 1.224, data_time: 0.061, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7508, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.4590 2022-02-09 16:32:19,420 - mmaction - INFO - Epoch [126][380/940] lr: 4.000e-02, eta: 1 day, 23:43:45, time: 1.231, data_time: 0.051, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7564, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.4698 2022-02-09 16:32:44,072 - mmaction - INFO - Epoch [126][400/940] lr: 4.000e-02, eta: 1 day, 23:43:10, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7404, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.5204 2022-02-09 16:33:08,776 - mmaction - INFO - Epoch [126][420/940] lr: 4.000e-02, eta: 1 day, 23:42:36, time: 1.235, data_time: 0.055, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7510, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.5001 2022-02-09 16:33:33,323 - mmaction - INFO - Epoch [126][440/940] lr: 4.000e-02, eta: 1 day, 23:42:01, time: 1.228, data_time: 0.053, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7521, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.5048 2022-02-09 16:33:57,707 - mmaction - INFO - Epoch [126][460/940] lr: 4.000e-02, eta: 1 day, 23:41:26, time: 1.218, data_time: 0.053, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7469, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.5063 2022-02-09 16:34:22,377 - mmaction - INFO - Epoch [126][480/940] lr: 4.000e-02, eta: 1 day, 23:40:51, time: 1.233, data_time: 0.055, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7488, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.5265 2022-02-09 16:34:46,916 - mmaction - INFO - Epoch [126][500/940] lr: 4.000e-02, eta: 1 day, 23:40:16, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7463, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.5547 2022-02-09 16:35:11,488 - mmaction - INFO - Epoch [126][520/940] lr: 4.000e-02, eta: 1 day, 23:39:41, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7533, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.4568 2022-02-09 16:35:36,242 - mmaction - INFO - Epoch [126][540/940] lr: 4.000e-02, eta: 1 day, 23:39:07, time: 1.238, data_time: 0.050, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7527, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.5186 2022-02-09 16:36:01,087 - mmaction - INFO - Epoch [126][560/940] lr: 4.000e-02, eta: 1 day, 23:38:33, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7484, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.5037 2022-02-09 16:36:25,842 - mmaction - INFO - Epoch [126][580/940] lr: 4.000e-02, eta: 1 day, 23:37:58, time: 1.238, data_time: 0.054, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7525, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.4983 2022-02-09 16:36:50,544 - mmaction - INFO - Epoch [126][600/940] lr: 4.000e-02, eta: 1 day, 23:37:24, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7525, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.4803 2022-02-09 16:37:15,510 - mmaction - INFO - Epoch [126][620/940] lr: 4.000e-02, eta: 1 day, 23:36:50, time: 1.249, data_time: 0.052, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7355, loss_cls: 2.1437, loss: 2.1437, grad_norm: 2.5143 2022-02-09 16:37:40,368 - mmaction - INFO - Epoch [126][640/940] lr: 4.000e-02, eta: 1 day, 23:36:16, time: 1.242, data_time: 0.057, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7514, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4844 2022-02-09 16:38:05,430 - mmaction - INFO - Epoch [126][660/940] lr: 4.000e-02, eta: 1 day, 23:35:42, time: 1.253, data_time: 0.052, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7420, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.5138 2022-02-09 16:38:30,319 - mmaction - INFO - Epoch [126][680/940] lr: 4.000e-02, eta: 1 day, 23:35:08, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7480, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.5002 2022-02-09 16:38:55,446 - mmaction - INFO - Epoch [126][700/940] lr: 4.000e-02, eta: 1 day, 23:34:34, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7533, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.5108 2022-02-09 16:39:20,249 - mmaction - INFO - Epoch [126][720/940] lr: 4.000e-02, eta: 1 day, 23:34:00, time: 1.240, data_time: 0.057, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7416, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.5089 2022-02-09 16:39:45,307 - mmaction - INFO - Epoch [126][740/940] lr: 4.000e-02, eta: 1 day, 23:33:26, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7490, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.4916 2022-02-09 16:40:10,326 - mmaction - INFO - Epoch [126][760/940] lr: 4.000e-02, eta: 1 day, 23:32:52, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7463, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.4594 2022-02-09 16:40:35,061 - mmaction - INFO - Epoch [126][780/940] lr: 4.000e-02, eta: 1 day, 23:32:18, time: 1.236, data_time: 0.057, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7488, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.4526 2022-02-09 16:40:59,973 - mmaction - INFO - Epoch [126][800/940] lr: 4.000e-02, eta: 1 day, 23:31:44, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7463, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.4656 2022-02-09 16:41:25,059 - mmaction - INFO - Epoch [126][820/940] lr: 4.000e-02, eta: 1 day, 23:31:10, time: 1.255, data_time: 0.056, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7447, loss_cls: 2.0858, loss: 2.0858, grad_norm: 2.5227 2022-02-09 16:41:50,087 - mmaction - INFO - Epoch [126][840/940] lr: 4.000e-02, eta: 1 day, 23:30:36, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7432, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.4948 2022-02-09 16:42:15,000 - mmaction - INFO - Epoch [126][860/940] lr: 4.000e-02, eta: 1 day, 23:30:02, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5055, top5_acc: 0.7480, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.4799 2022-02-09 16:42:39,996 - mmaction - INFO - Epoch [126][880/940] lr: 4.000e-02, eta: 1 day, 23:29:29, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7559, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.4987 2022-02-09 16:43:05,078 - mmaction - INFO - Epoch [126][900/940] lr: 4.000e-02, eta: 1 day, 23:28:55, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7447, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.5224 2022-02-09 16:43:30,030 - mmaction - INFO - Epoch [126][920/940] lr: 4.000e-02, eta: 1 day, 23:28:21, time: 1.247, data_time: 0.056, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7508, loss_cls: 2.1049, loss: 2.1049, grad_norm: 2.4543 2022-02-09 16:43:53,576 - mmaction - INFO - Epoch [126][940/940] lr: 4.000e-02, eta: 1 day, 23:27:44, time: 1.178, data_time: 0.057, memory: 9488, top1_acc: 0.5231, top5_acc: 0.7561, loss_cls: 2.0741, loss: 2.0741, grad_norm: 2.5036 2022-02-09 16:46:39,990 - mmaction - INFO - Epoch [127][20/940] lr: 4.000e-02, eta: 1 day, 23:31:41, time: 8.129, data_time: 6.107, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7604, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.4749 2022-02-09 16:47:03,427 - mmaction - INFO - Epoch [127][40/940] lr: 4.000e-02, eta: 1 day, 23:31:04, time: 1.173, data_time: 0.042, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7490, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.4700 2022-02-09 16:47:27,112 - mmaction - INFO - Epoch [127][60/940] lr: 4.000e-02, eta: 1 day, 23:30:28, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7531, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.4743 2022-02-09 16:47:51,059 - mmaction - INFO - Epoch [127][80/940] lr: 4.000e-02, eta: 1 day, 23:29:52, time: 1.197, data_time: 0.049, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7545, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.4956 2022-02-09 16:48:15,291 - mmaction - INFO - Epoch [127][100/940] lr: 4.000e-02, eta: 1 day, 23:29:16, time: 1.212, data_time: 0.050, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7473, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.5742 2022-02-09 16:48:39,842 - mmaction - INFO - Epoch [127][120/940] lr: 4.000e-02, eta: 1 day, 23:28:42, time: 1.227, data_time: 0.051, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7496, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.4808 2022-02-09 16:49:04,441 - mmaction - INFO - Epoch [127][140/940] lr: 4.000e-02, eta: 1 day, 23:28:07, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7627, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.4866 2022-02-09 16:49:29,299 - mmaction - INFO - Epoch [127][160/940] lr: 4.000e-02, eta: 1 day, 23:27:33, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7521, loss_cls: 2.0967, loss: 2.0967, grad_norm: 2.5079 2022-02-09 16:49:54,181 - mmaction - INFO - Epoch [127][180/940] lr: 4.000e-02, eta: 1 day, 23:26:59, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7508, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.5487 2022-02-09 16:50:19,184 - mmaction - INFO - Epoch [127][200/940] lr: 4.000e-02, eta: 1 day, 23:26:25, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7529, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.5087 2022-02-09 16:50:44,154 - mmaction - INFO - Epoch [127][220/940] lr: 4.000e-02, eta: 1 day, 23:25:51, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7639, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.5352 2022-02-09 16:51:08,734 - mmaction - INFO - Epoch [127][240/940] lr: 4.000e-02, eta: 1 day, 23:25:16, time: 1.229, data_time: 0.057, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7459, loss_cls: 2.1052, loss: 2.1052, grad_norm: 2.5348 2022-02-09 16:51:33,530 - mmaction - INFO - Epoch [127][260/940] lr: 4.000e-02, eta: 1 day, 23:24:42, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7422, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.5193 2022-02-09 16:51:58,488 - mmaction - INFO - Epoch [127][280/940] lr: 4.000e-02, eta: 1 day, 23:24:08, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5068, top5_acc: 0.7428, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.5147 2022-02-09 16:52:23,658 - mmaction - INFO - Epoch [127][300/940] lr: 4.000e-02, eta: 1 day, 23:23:35, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7502, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.4943 2022-02-09 16:52:48,483 - mmaction - INFO - Epoch [127][320/940] lr: 4.000e-02, eta: 1 day, 23:23:00, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7475, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.5176 2022-02-09 16:53:13,486 - mmaction - INFO - Epoch [127][340/940] lr: 4.000e-02, eta: 1 day, 23:22:27, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7473, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.5117 2022-02-09 16:53:38,441 - mmaction - INFO - Epoch [127][360/940] lr: 4.000e-02, eta: 1 day, 23:21:53, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7482, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.5010 2022-02-09 16:54:03,489 - mmaction - INFO - Epoch [127][380/940] lr: 4.000e-02, eta: 1 day, 23:21:19, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7451, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.4859 2022-02-09 16:54:28,461 - mmaction - INFO - Epoch [127][400/940] lr: 4.000e-02, eta: 1 day, 23:20:45, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7420, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.4659 2022-02-09 16:54:53,249 - mmaction - INFO - Epoch [127][420/940] lr: 4.000e-02, eta: 1 day, 23:20:11, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7516, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.4964 2022-02-09 16:55:17,979 - mmaction - INFO - Epoch [127][440/940] lr: 4.000e-02, eta: 1 day, 23:19:36, time: 1.237, data_time: 0.070, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7520, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.4773 2022-02-09 16:55:43,018 - mmaction - INFO - Epoch [127][460/940] lr: 4.000e-02, eta: 1 day, 23:19:03, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.5458 2022-02-09 16:56:08,034 - mmaction - INFO - Epoch [127][480/940] lr: 4.000e-02, eta: 1 day, 23:18:29, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7545, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.4607 2022-02-09 16:56:32,776 - mmaction - INFO - Epoch [127][500/940] lr: 4.000e-02, eta: 1 day, 23:17:55, time: 1.237, data_time: 0.069, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7484, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.4683 2022-02-09 16:56:57,503 - mmaction - INFO - Epoch [127][520/940] lr: 4.000e-02, eta: 1 day, 23:17:20, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7564, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.4614 2022-02-09 16:57:22,136 - mmaction - INFO - Epoch [127][540/940] lr: 4.000e-02, eta: 1 day, 23:16:46, time: 1.232, data_time: 0.060, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7449, loss_cls: 2.1157, loss: 2.1157, grad_norm: 2.5174 2022-02-09 16:57:47,070 - mmaction - INFO - Epoch [127][560/940] lr: 4.000e-02, eta: 1 day, 23:16:12, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.5076, top5_acc: 0.7529, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.5390 2022-02-09 16:58:12,082 - mmaction - INFO - Epoch [127][580/940] lr: 4.000e-02, eta: 1 day, 23:15:38, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7533, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.4997 2022-02-09 16:58:37,070 - mmaction - INFO - Epoch [127][600/940] lr: 4.000e-02, eta: 1 day, 23:15:04, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.1244, loss: 2.1244, grad_norm: 2.4609 2022-02-09 16:59:01,921 - mmaction - INFO - Epoch [127][620/940] lr: 4.000e-02, eta: 1 day, 23:14:30, time: 1.243, data_time: 0.070, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7572, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.4734 2022-02-09 16:59:26,890 - mmaction - INFO - Epoch [127][640/940] lr: 4.000e-02, eta: 1 day, 23:13:57, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7537, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.4628 2022-02-09 16:59:51,817 - mmaction - INFO - Epoch [127][660/940] lr: 4.000e-02, eta: 1 day, 23:13:23, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1156, loss: 2.1156, grad_norm: 2.4971 2022-02-09 17:00:16,954 - mmaction - INFO - Epoch [127][680/940] lr: 4.000e-02, eta: 1 day, 23:12:49, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.5021, top5_acc: 0.7459, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.5476 2022-02-09 17:00:42,124 - mmaction - INFO - Epoch [127][700/940] lr: 4.000e-02, eta: 1 day, 23:12:16, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.5102, top5_acc: 0.7482, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.5211 2022-02-09 17:01:06,948 - mmaction - INFO - Epoch [127][720/940] lr: 4.000e-02, eta: 1 day, 23:11:42, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7467, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.5030 2022-02-09 17:01:31,984 - mmaction - INFO - Epoch [127][740/940] lr: 4.000e-02, eta: 1 day, 23:11:08, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7537, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.5416 2022-02-09 17:01:57,134 - mmaction - INFO - Epoch [127][760/940] lr: 4.000e-02, eta: 1 day, 23:10:35, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7484, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.5159 2022-02-09 17:02:22,085 - mmaction - INFO - Epoch [127][780/940] lr: 4.000e-02, eta: 1 day, 23:10:01, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7500, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.4818 2022-02-09 17:02:47,137 - mmaction - INFO - Epoch [127][800/940] lr: 4.000e-02, eta: 1 day, 23:09:27, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7445, loss_cls: 2.1192, loss: 2.1192, grad_norm: 2.5052 2022-02-09 17:03:12,314 - mmaction - INFO - Epoch [127][820/940] lr: 4.000e-02, eta: 1 day, 23:08:54, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7574, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.4484 2022-02-09 17:03:37,208 - mmaction - INFO - Epoch [127][840/940] lr: 4.000e-02, eta: 1 day, 23:08:20, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7494, loss_cls: 2.0642, loss: 2.0642, grad_norm: 2.4912 2022-02-09 17:04:02,222 - mmaction - INFO - Epoch [127][860/940] lr: 4.000e-02, eta: 1 day, 23:07:46, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7502, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.4992 2022-02-09 17:04:27,302 - mmaction - INFO - Epoch [127][880/940] lr: 4.000e-02, eta: 1 day, 23:07:13, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7408, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.4745 2022-02-09 17:04:52,054 - mmaction - INFO - Epoch [127][900/940] lr: 4.000e-02, eta: 1 day, 23:06:39, time: 1.238, data_time: 0.063, memory: 9488, top1_acc: 0.5098, top5_acc: 0.7469, loss_cls: 2.1158, loss: 2.1158, grad_norm: 2.4767 2022-02-09 17:05:17,272 - mmaction - INFO - Epoch [127][920/940] lr: 4.000e-02, eta: 1 day, 23:06:05, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7514, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.5017 2022-02-09 17:05:40,781 - mmaction - INFO - Epoch [127][940/940] lr: 4.000e-02, eta: 1 day, 23:05:29, time: 1.175, data_time: 0.061, memory: 9488, top1_acc: 0.5099, top5_acc: 0.7382, loss_cls: 2.1430, loss: 2.1430, grad_norm: 2.5135 2022-02-09 17:08:17,717 - mmaction - INFO - Epoch [128][20/940] lr: 4.000e-02, eta: 1 day, 23:09:04, time: 7.725, data_time: 5.837, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.5111 2022-02-09 17:08:41,203 - mmaction - INFO - Epoch [128][40/940] lr: 4.000e-02, eta: 1 day, 23:08:28, time: 1.174, data_time: 0.048, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7584, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.5026 2022-02-09 17:09:04,998 - mmaction - INFO - Epoch [128][60/940] lr: 4.000e-02, eta: 1 day, 23:07:52, time: 1.190, data_time: 0.044, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7584, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.5003 2022-02-09 17:09:28,972 - mmaction - INFO - Epoch [128][80/940] lr: 4.000e-02, eta: 1 day, 23:07:16, time: 1.199, data_time: 0.045, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7412, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.5551 2022-02-09 17:09:53,124 - mmaction - INFO - Epoch [128][100/940] lr: 4.000e-02, eta: 1 day, 23:06:41, time: 1.208, data_time: 0.045, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7477, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.4957 2022-02-09 17:10:17,752 - mmaction - INFO - Epoch [128][120/940] lr: 4.000e-02, eta: 1 day, 23:06:06, time: 1.231, data_time: 0.046, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7615, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.4563 2022-02-09 17:10:42,255 - mmaction - INFO - Epoch [128][140/940] lr: 4.000e-02, eta: 1 day, 23:05:31, time: 1.225, data_time: 0.049, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7521, loss_cls: 2.0602, loss: 2.0602, grad_norm: 2.4997 2022-02-09 17:11:06,916 - mmaction - INFO - Epoch [128][160/940] lr: 4.000e-02, eta: 1 day, 23:04:57, time: 1.233, data_time: 0.057, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7547, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.4958 2022-02-09 17:11:32,060 - mmaction - INFO - Epoch [128][180/940] lr: 4.000e-02, eta: 1 day, 23:04:24, time: 1.257, data_time: 0.057, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7467, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.5237 2022-02-09 17:11:57,334 - mmaction - INFO - Epoch [128][200/940] lr: 4.000e-02, eta: 1 day, 23:03:50, time: 1.264, data_time: 0.057, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7531, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.4625 2022-02-09 17:12:22,234 - mmaction - INFO - Epoch [128][220/940] lr: 4.000e-02, eta: 1 day, 23:03:16, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7482, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.4534 2022-02-09 17:12:47,269 - mmaction - INFO - Epoch [128][240/940] lr: 4.000e-02, eta: 1 day, 23:02:43, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7482, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.4929 2022-02-09 17:13:12,070 - mmaction - INFO - Epoch [128][260/940] lr: 4.000e-02, eta: 1 day, 23:02:09, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7621, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.5073 2022-02-09 17:13:37,080 - mmaction - INFO - Epoch [128][280/940] lr: 4.000e-02, eta: 1 day, 23:01:35, time: 1.250, data_time: 0.057, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7498, loss_cls: 2.0773, loss: 2.0773, grad_norm: 2.4569 2022-02-09 17:14:01,971 - mmaction - INFO - Epoch [128][300/940] lr: 4.000e-02, eta: 1 day, 23:01:01, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7545, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.4618 2022-02-09 17:14:26,774 - mmaction - INFO - Epoch [128][320/940] lr: 4.000e-02, eta: 1 day, 23:00:27, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7646, loss_cls: 2.0245, loss: 2.0245, grad_norm: 2.4821 2022-02-09 17:14:51,660 - mmaction - INFO - Epoch [128][340/940] lr: 4.000e-02, eta: 1 day, 22:59:53, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.5059, top5_acc: 0.7463, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.5492 2022-02-09 17:15:16,615 - mmaction - INFO - Epoch [128][360/940] lr: 4.000e-02, eta: 1 day, 22:59:19, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7529, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.5318 2022-02-09 17:15:41,579 - mmaction - INFO - Epoch [128][380/940] lr: 4.000e-02, eta: 1 day, 22:58:46, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7514, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.4607 2022-02-09 17:16:06,097 - mmaction - INFO - Epoch [128][400/940] lr: 4.000e-02, eta: 1 day, 22:58:11, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7609, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.5254 2022-02-09 17:16:31,115 - mmaction - INFO - Epoch [128][420/940] lr: 4.000e-02, eta: 1 day, 22:57:37, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7611, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.5312 2022-02-09 17:16:55,925 - mmaction - INFO - Epoch [128][440/940] lr: 4.000e-02, eta: 1 day, 22:57:03, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.5506 2022-02-09 17:17:20,646 - mmaction - INFO - Epoch [128][460/940] lr: 4.000e-02, eta: 1 day, 22:56:29, time: 1.236, data_time: 0.061, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0937, loss: 2.0937, grad_norm: 2.5546 2022-02-09 17:17:45,497 - mmaction - INFO - Epoch [128][480/940] lr: 4.000e-02, eta: 1 day, 22:55:55, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7508, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.4426 2022-02-09 17:18:10,282 - mmaction - INFO - Epoch [128][500/940] lr: 4.000e-02, eta: 1 day, 22:55:21, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7518, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.5071 2022-02-09 17:18:35,167 - mmaction - INFO - Epoch [128][520/940] lr: 4.000e-02, eta: 1 day, 22:54:47, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7498, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.4798 2022-02-09 17:18:59,847 - mmaction - INFO - Epoch [128][540/940] lr: 4.000e-02, eta: 1 day, 22:54:13, time: 1.234, data_time: 0.067, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7535, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.5308 2022-02-09 17:19:24,597 - mmaction - INFO - Epoch [128][560/940] lr: 4.000e-02, eta: 1 day, 22:53:39, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7482, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.4913 2022-02-09 17:19:49,310 - mmaction - INFO - Epoch [128][580/940] lr: 4.000e-02, eta: 1 day, 22:53:05, time: 1.236, data_time: 0.054, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7477, loss_cls: 2.0658, loss: 2.0658, grad_norm: 2.4446 2022-02-09 17:20:13,850 - mmaction - INFO - Epoch [128][600/940] lr: 4.000e-02, eta: 1 day, 22:52:30, time: 1.227, data_time: 0.061, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7529, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.4760 2022-02-09 17:20:38,647 - mmaction - INFO - Epoch [128][620/940] lr: 4.000e-02, eta: 1 day, 22:51:56, time: 1.240, data_time: 0.073, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7504, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.4907 2022-02-09 17:21:03,422 - mmaction - INFO - Epoch [128][640/940] lr: 4.000e-02, eta: 1 day, 22:51:22, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7574, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.5430 2022-02-09 17:21:28,460 - mmaction - INFO - Epoch [128][660/940] lr: 4.000e-02, eta: 1 day, 22:50:49, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7502, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.5096 2022-02-09 17:21:53,360 - mmaction - INFO - Epoch [128][680/940] lr: 4.000e-02, eta: 1 day, 22:50:15, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7457, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5013 2022-02-09 17:22:18,219 - mmaction - INFO - Epoch [128][700/940] lr: 4.000e-02, eta: 1 day, 22:49:41, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7629, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.5039 2022-02-09 17:22:43,212 - mmaction - INFO - Epoch [128][720/940] lr: 4.000e-02, eta: 1 day, 22:49:08, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7357, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.5335 2022-02-09 17:23:08,101 - mmaction - INFO - Epoch [128][740/940] lr: 4.000e-02, eta: 1 day, 22:48:34, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7475, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.4513 2022-02-09 17:23:32,961 - mmaction - INFO - Epoch [128][760/940] lr: 4.000e-02, eta: 1 day, 22:48:00, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7465, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.4986 2022-02-09 17:23:58,062 - mmaction - INFO - Epoch [128][780/940] lr: 4.000e-02, eta: 1 day, 22:47:27, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7412, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.5690 2022-02-09 17:24:23,059 - mmaction - INFO - Epoch [128][800/940] lr: 4.000e-02, eta: 1 day, 22:46:53, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7457, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.4873 2022-02-09 17:24:48,027 - mmaction - INFO - Epoch [128][820/940] lr: 4.000e-02, eta: 1 day, 22:46:19, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7469, loss_cls: 2.1137, loss: 2.1137, grad_norm: 2.5016 2022-02-09 17:25:12,926 - mmaction - INFO - Epoch [128][840/940] lr: 4.000e-02, eta: 1 day, 22:45:46, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7559, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5079 2022-02-09 17:25:37,812 - mmaction - INFO - Epoch [128][860/940] lr: 4.000e-02, eta: 1 day, 22:45:12, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7477, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.4720 2022-02-09 17:26:02,580 - mmaction - INFO - Epoch [128][880/940] lr: 4.000e-02, eta: 1 day, 22:44:38, time: 1.238, data_time: 0.074, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7391, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.4676 2022-02-09 17:26:27,627 - mmaction - INFO - Epoch [128][900/940] lr: 4.000e-02, eta: 1 day, 22:44:05, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7469, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.4711 2022-02-09 17:26:52,865 - mmaction - INFO - Epoch [128][920/940] lr: 4.000e-02, eta: 1 day, 22:43:31, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.5057, top5_acc: 0.7455, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.5057 2022-02-09 17:27:16,582 - mmaction - INFO - Epoch [128][940/940] lr: 4.000e-02, eta: 1 day, 22:42:55, time: 1.186, data_time: 0.060, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7537, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.5126 2022-02-09 17:30:02,080 - mmaction - INFO - Epoch [129][20/940] lr: 4.000e-02, eta: 1 day, 22:46:39, time: 8.073, data_time: 6.407, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7535, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.4758 2022-02-09 17:30:25,467 - mmaction - INFO - Epoch [129][40/940] lr: 4.000e-02, eta: 1 day, 22:46:02, time: 1.170, data_time: 0.049, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7459, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.4755 2022-02-09 17:30:49,205 - mmaction - INFO - Epoch [129][60/940] lr: 4.000e-02, eta: 1 day, 22:45:26, time: 1.186, data_time: 0.050, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7561, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.4674 2022-02-09 17:31:13,110 - mmaction - INFO - Epoch [129][80/940] lr: 4.000e-02, eta: 1 day, 22:44:50, time: 1.196, data_time: 0.051, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7535, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.4789 2022-02-09 17:31:37,209 - mmaction - INFO - Epoch [129][100/940] lr: 4.000e-02, eta: 1 day, 22:44:15, time: 1.204, data_time: 0.050, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7510, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.5609 2022-02-09 17:32:01,889 - mmaction - INFO - Epoch [129][120/940] lr: 4.000e-02, eta: 1 day, 22:43:41, time: 1.234, data_time: 0.060, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.0848, loss: 2.0848, grad_norm: 2.4502 2022-02-09 17:32:26,536 - mmaction - INFO - Epoch [129][140/940] lr: 4.000e-02, eta: 1 day, 22:43:07, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7480, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.4853 2022-02-09 17:32:51,359 - mmaction - INFO - Epoch [129][160/940] lr: 4.000e-02, eta: 1 day, 22:42:33, time: 1.241, data_time: 0.057, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7584, loss_cls: 2.0594, loss: 2.0594, grad_norm: 2.4915 2022-02-09 17:33:16,234 - mmaction - INFO - Epoch [129][180/940] lr: 4.000e-02, eta: 1 day, 22:41:59, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7537, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.5354 2022-02-09 17:33:40,904 - mmaction - INFO - Epoch [129][200/940] lr: 4.000e-02, eta: 1 day, 22:41:25, time: 1.234, data_time: 0.067, memory: 9488, top1_acc: 0.5090, top5_acc: 0.7541, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.5409 2022-02-09 17:34:05,845 - mmaction - INFO - Epoch [129][220/940] lr: 4.000e-02, eta: 1 day, 22:40:51, time: 1.247, data_time: 0.073, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7549, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.5295 2022-02-09 17:34:30,703 - mmaction - INFO - Epoch [129][240/940] lr: 4.000e-02, eta: 1 day, 22:40:17, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7459, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.4467 2022-02-09 17:34:55,421 - mmaction - INFO - Epoch [129][260/940] lr: 4.000e-02, eta: 1 day, 22:39:43, time: 1.235, data_time: 0.067, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7490, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.4562 2022-02-09 17:35:20,104 - mmaction - INFO - Epoch [129][280/940] lr: 4.000e-02, eta: 1 day, 22:39:09, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7594, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.4800 2022-02-09 17:35:44,953 - mmaction - INFO - Epoch [129][300/940] lr: 4.000e-02, eta: 1 day, 22:38:35, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7518, loss_cls: 2.0877, loss: 2.0877, grad_norm: 2.5152 2022-02-09 17:36:09,978 - mmaction - INFO - Epoch [129][320/940] lr: 4.000e-02, eta: 1 day, 22:38:02, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7520, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.4889 2022-02-09 17:36:34,738 - mmaction - INFO - Epoch [129][340/940] lr: 4.000e-02, eta: 1 day, 22:37:28, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7471, loss_cls: 2.1133, loss: 2.1133, grad_norm: 2.4959 2022-02-09 17:36:59,913 - mmaction - INFO - Epoch [129][360/940] lr: 4.000e-02, eta: 1 day, 22:36:54, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7547, loss_cls: 2.0537, loss: 2.0537, grad_norm: 2.4970 2022-02-09 17:37:24,864 - mmaction - INFO - Epoch [129][380/940] lr: 4.000e-02, eta: 1 day, 22:36:21, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5172, top5_acc: 0.7529, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.5625 2022-02-09 17:37:49,888 - mmaction - INFO - Epoch [129][400/940] lr: 4.000e-02, eta: 1 day, 22:35:47, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7482, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.4934 2022-02-09 17:38:14,996 - mmaction - INFO - Epoch [129][420/940] lr: 4.000e-02, eta: 1 day, 22:35:14, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7514, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.5012 2022-02-09 17:38:40,111 - mmaction - INFO - Epoch [129][440/940] lr: 4.000e-02, eta: 1 day, 22:34:41, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7457, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.5669 2022-02-09 17:39:05,322 - mmaction - INFO - Epoch [129][460/940] lr: 4.000e-02, eta: 1 day, 22:34:07, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7455, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.5315 2022-02-09 17:39:30,549 - mmaction - INFO - Epoch [129][480/940] lr: 4.000e-02, eta: 1 day, 22:33:34, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7564, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.4910 2022-02-09 17:39:55,856 - mmaction - INFO - Epoch [129][500/940] lr: 4.000e-02, eta: 1 day, 22:33:01, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0777, loss: 2.0777, grad_norm: 2.4688 2022-02-09 17:40:21,136 - mmaction - INFO - Epoch [129][520/940] lr: 4.000e-02, eta: 1 day, 22:32:28, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7396, loss_cls: 2.1326, loss: 2.1326, grad_norm: 2.4786 2022-02-09 17:40:46,430 - mmaction - INFO - Epoch [129][540/940] lr: 4.000e-02, eta: 1 day, 22:31:56, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.5375, top5_acc: 0.7590, loss_cls: 2.0236, loss: 2.0236, grad_norm: 2.4307 2022-02-09 17:41:11,605 - mmaction - INFO - Epoch [129][560/940] lr: 4.000e-02, eta: 1 day, 22:31:22, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7451, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.5153 2022-02-09 17:41:36,743 - mmaction - INFO - Epoch [129][580/940] lr: 4.000e-02, eta: 1 day, 22:30:49, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7367, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.5491 2022-02-09 17:42:01,823 - mmaction - INFO - Epoch [129][600/940] lr: 4.000e-02, eta: 1 day, 22:30:16, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7488, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.4799 2022-02-09 17:42:26,779 - mmaction - INFO - Epoch [129][620/940] lr: 4.000e-02, eta: 1 day, 22:29:42, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7518, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.4448 2022-02-09 17:42:52,105 - mmaction - INFO - Epoch [129][640/940] lr: 4.000e-02, eta: 1 day, 22:29:09, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7408, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.5030 2022-02-09 17:43:17,354 - mmaction - INFO - Epoch [129][660/940] lr: 4.000e-02, eta: 1 day, 22:28:36, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7477, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.4863 2022-02-09 17:43:42,624 - mmaction - INFO - Epoch [129][680/940] lr: 4.000e-02, eta: 1 day, 22:28:03, time: 1.263, data_time: 0.061, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7443, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.4710 2022-02-09 17:44:07,690 - mmaction - INFO - Epoch [129][700/940] lr: 4.000e-02, eta: 1 day, 22:27:30, time: 1.253, data_time: 0.058, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7490, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5552 2022-02-09 17:44:32,786 - mmaction - INFO - Epoch [129][720/940] lr: 4.000e-02, eta: 1 day, 22:26:57, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7545, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.5174 2022-02-09 17:44:57,930 - mmaction - INFO - Epoch [129][740/940] lr: 4.000e-02, eta: 1 day, 22:26:24, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7523, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.4802 2022-02-09 17:45:22,925 - mmaction - INFO - Epoch [129][760/940] lr: 4.000e-02, eta: 1 day, 22:25:50, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7488, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.4898 2022-02-09 17:45:47,973 - mmaction - INFO - Epoch [129][780/940] lr: 4.000e-02, eta: 1 day, 22:25:17, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7498, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.5094 2022-02-09 17:46:12,962 - mmaction - INFO - Epoch [129][800/940] lr: 4.000e-02, eta: 1 day, 22:24:43, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7479, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.4624 2022-02-09 17:46:37,932 - mmaction - INFO - Epoch [129][820/940] lr: 4.000e-02, eta: 1 day, 22:24:10, time: 1.248, data_time: 0.074, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7416, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.5666 2022-02-09 17:47:02,519 - mmaction - INFO - Epoch [129][840/940] lr: 4.000e-02, eta: 1 day, 22:23:36, time: 1.229, data_time: 0.063, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7543, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.4878 2022-02-09 17:47:27,575 - mmaction - INFO - Epoch [129][860/940] lr: 4.000e-02, eta: 1 day, 22:23:02, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7395, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.4978 2022-02-09 17:47:52,271 - mmaction - INFO - Epoch [129][880/940] lr: 4.000e-02, eta: 1 day, 22:22:28, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7441, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.4812 2022-02-09 17:48:17,023 - mmaction - INFO - Epoch [129][900/940] lr: 4.000e-02, eta: 1 day, 22:21:55, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7512, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.4474 2022-02-09 17:48:41,867 - mmaction - INFO - Epoch [129][920/940] lr: 4.000e-02, eta: 1 day, 22:21:21, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7604, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.4654 2022-02-09 17:49:05,333 - mmaction - INFO - Epoch [129][940/940] lr: 4.000e-02, eta: 1 day, 22:20:45, time: 1.173, data_time: 0.060, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7366, loss_cls: 2.1360, loss: 2.1360, grad_norm: 2.5124 2022-02-09 17:51:43,999 - mmaction - INFO - Epoch [130][20/940] lr: 4.000e-02, eta: 1 day, 22:24:12, time: 7.798, data_time: 6.102, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.4804 2022-02-09 17:52:07,492 - mmaction - INFO - Epoch [130][40/940] lr: 4.000e-02, eta: 1 day, 22:23:36, time: 1.174, data_time: 0.048, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7572, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.5088 2022-02-09 17:52:31,227 - mmaction - INFO - Epoch [130][60/940] lr: 4.000e-02, eta: 1 day, 22:23:00, time: 1.187, data_time: 0.047, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.5267 2022-02-09 17:52:55,441 - mmaction - INFO - Epoch [130][80/940] lr: 4.000e-02, eta: 1 day, 22:22:25, time: 1.211, data_time: 0.049, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7605, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.5489 2022-02-09 17:53:19,947 - mmaction - INFO - Epoch [130][100/940] lr: 4.000e-02, eta: 1 day, 22:21:51, time: 1.226, data_time: 0.058, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7498, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.5551 2022-02-09 17:53:44,219 - mmaction - INFO - Epoch [130][120/940] lr: 4.000e-02, eta: 1 day, 22:21:16, time: 1.213, data_time: 0.054, memory: 9488, top1_acc: 0.5373, top5_acc: 0.7613, loss_cls: 2.0032, loss: 2.0032, grad_norm: 2.4663 2022-02-09 17:54:08,635 - mmaction - INFO - Epoch [130][140/940] lr: 4.000e-02, eta: 1 day, 22:20:42, time: 1.222, data_time: 0.061, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7484, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.5508 2022-02-09 17:54:33,276 - mmaction - INFO - Epoch [130][160/940] lr: 4.000e-02, eta: 1 day, 22:20:07, time: 1.231, data_time: 0.067, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7531, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.5217 2022-02-09 17:54:58,254 - mmaction - INFO - Epoch [130][180/940] lr: 4.000e-02, eta: 1 day, 22:19:34, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7473, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.5336 2022-02-09 17:55:23,075 - mmaction - INFO - Epoch [130][200/940] lr: 4.000e-02, eta: 1 day, 22:19:00, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7590, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.4741 2022-02-09 17:55:48,087 - mmaction - INFO - Epoch [130][220/940] lr: 4.000e-02, eta: 1 day, 22:18:27, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7514, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.4951 2022-02-09 17:56:13,260 - mmaction - INFO - Epoch [130][240/940] lr: 4.000e-02, eta: 1 day, 22:17:54, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7488, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.5543 2022-02-09 17:56:38,277 - mmaction - INFO - Epoch [130][260/940] lr: 4.000e-02, eta: 1 day, 22:17:20, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7586, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5307 2022-02-09 17:57:03,064 - mmaction - INFO - Epoch [130][280/940] lr: 4.000e-02, eta: 1 day, 22:16:46, time: 1.240, data_time: 0.070, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7443, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.4928 2022-02-09 17:57:28,124 - mmaction - INFO - Epoch [130][300/940] lr: 4.000e-02, eta: 1 day, 22:16:13, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7600, loss_cls: 2.0424, loss: 2.0424, grad_norm: 2.5086 2022-02-09 17:57:53,307 - mmaction - INFO - Epoch [130][320/940] lr: 4.000e-02, eta: 1 day, 22:15:40, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7430, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.5585 2022-02-09 17:58:18,333 - mmaction - INFO - Epoch [130][340/940] lr: 4.000e-02, eta: 1 day, 22:15:07, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7564, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.5484 2022-02-09 17:58:43,324 - mmaction - INFO - Epoch [130][360/940] lr: 4.000e-02, eta: 1 day, 22:14:33, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7400, loss_cls: 2.1509, loss: 2.1509, grad_norm: 2.5530 2022-02-09 17:59:08,160 - mmaction - INFO - Epoch [130][380/940] lr: 4.000e-02, eta: 1 day, 22:14:00, time: 1.242, data_time: 0.070, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7520, loss_cls: 2.0554, loss: 2.0554, grad_norm: 2.4946 2022-02-09 17:59:33,018 - mmaction - INFO - Epoch [130][400/940] lr: 4.000e-02, eta: 1 day, 22:13:26, time: 1.243, data_time: 0.073, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7479, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.5105 2022-02-09 17:59:57,959 - mmaction - INFO - Epoch [130][420/940] lr: 4.000e-02, eta: 1 day, 22:12:52, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7518, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.5162 2022-02-09 18:00:22,937 - mmaction - INFO - Epoch [130][440/940] lr: 4.000e-02, eta: 1 day, 22:12:19, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.5096, top5_acc: 0.7439, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.5576 2022-02-09 18:00:47,638 - mmaction - INFO - Epoch [130][460/940] lr: 4.000e-02, eta: 1 day, 22:11:45, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.5094, top5_acc: 0.7529, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.5613 2022-02-09 18:01:12,647 - mmaction - INFO - Epoch [130][480/940] lr: 4.000e-02, eta: 1 day, 22:11:12, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7553, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.4560 2022-02-09 18:01:37,718 - mmaction - INFO - Epoch [130][500/940] lr: 4.000e-02, eta: 1 day, 22:10:38, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7459, loss_cls: 2.1146, loss: 2.1146, grad_norm: 2.4731 2022-02-09 18:02:02,826 - mmaction - INFO - Epoch [130][520/940] lr: 4.000e-02, eta: 1 day, 22:10:05, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7525, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.4798 2022-02-09 18:02:27,729 - mmaction - INFO - Epoch [130][540/940] lr: 4.000e-02, eta: 1 day, 22:09:32, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7539, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.5302 2022-02-09 18:02:52,778 - mmaction - INFO - Epoch [130][560/940] lr: 4.000e-02, eta: 1 day, 22:08:58, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7568, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.5195 2022-02-09 18:03:18,014 - mmaction - INFO - Epoch [130][580/940] lr: 4.000e-02, eta: 1 day, 22:08:26, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7525, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.4867 2022-02-09 18:03:43,179 - mmaction - INFO - Epoch [130][600/940] lr: 4.000e-02, eta: 1 day, 22:07:53, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7484, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.4942 2022-02-09 18:04:08,262 - mmaction - INFO - Epoch [130][620/940] lr: 4.000e-02, eta: 1 day, 22:07:19, time: 1.254, data_time: 0.076, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7418, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.5271 2022-02-09 18:04:33,484 - mmaction - INFO - Epoch [130][640/940] lr: 4.000e-02, eta: 1 day, 22:06:46, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7533, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.5226 2022-02-09 18:04:58,650 - mmaction - INFO - Epoch [130][660/940] lr: 4.000e-02, eta: 1 day, 22:06:13, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7488, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.5220 2022-02-09 18:05:23,720 - mmaction - INFO - Epoch [130][680/940] lr: 4.000e-02, eta: 1 day, 22:05:40, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.5203 2022-02-09 18:05:48,733 - mmaction - INFO - Epoch [130][700/940] lr: 4.000e-02, eta: 1 day, 22:05:07, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7525, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.4935 2022-02-09 18:06:13,706 - mmaction - INFO - Epoch [130][720/940] lr: 4.000e-02, eta: 1 day, 22:04:34, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7492, loss_cls: 2.1068, loss: 2.1068, grad_norm: 2.5135 2022-02-09 18:06:38,933 - mmaction - INFO - Epoch [130][740/940] lr: 4.000e-02, eta: 1 day, 22:04:01, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7512, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.5334 2022-02-09 18:07:04,078 - mmaction - INFO - Epoch [130][760/940] lr: 4.000e-02, eta: 1 day, 22:03:28, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7604, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.5017 2022-02-09 18:07:29,234 - mmaction - INFO - Epoch [130][780/940] lr: 4.000e-02, eta: 1 day, 22:02:55, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7430, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.5155 2022-02-09 18:07:54,106 - mmaction - INFO - Epoch [130][800/940] lr: 4.000e-02, eta: 1 day, 22:02:21, time: 1.244, data_time: 0.072, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7553, loss_cls: 2.1049, loss: 2.1049, grad_norm: 2.5750 2022-02-09 18:08:19,068 - mmaction - INFO - Epoch [130][820/940] lr: 4.000e-02, eta: 1 day, 22:01:48, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7520, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.4986 2022-02-09 18:08:43,829 - mmaction - INFO - Epoch [130][840/940] lr: 4.000e-02, eta: 1 day, 22:01:14, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.5033, top5_acc: 0.7486, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.5366 2022-02-09 18:09:08,841 - mmaction - INFO - Epoch [130][860/940] lr: 4.000e-02, eta: 1 day, 22:00:41, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.5235 2022-02-09 18:09:34,007 - mmaction - INFO - Epoch [130][880/940] lr: 4.000e-02, eta: 1 day, 22:00:08, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7652, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5304 2022-02-09 18:09:59,199 - mmaction - INFO - Epoch [130][900/940] lr: 4.000e-02, eta: 1 day, 21:59:35, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7463, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.5168 2022-02-09 18:10:24,389 - mmaction - INFO - Epoch [130][920/940] lr: 4.000e-02, eta: 1 day, 21:59:02, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.4812 2022-02-09 18:10:48,124 - mmaction - INFO - Epoch [130][940/940] lr: 4.000e-02, eta: 1 day, 21:58:26, time: 1.187, data_time: 0.065, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7392, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.4670 2022-02-09 18:10:54,483 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 18:10:54,487 - mmaction - INFO - 110 BN found 2022-02-09 18:15:29,244 - mmaction - INFO - BN stats updated 2022-02-09 18:15:31,248 - mmaction - INFO - Saving checkpoint at 130 epochs 2022-02-09 18:18:21,459 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 18:18:22,198 - mmaction - INFO - top1_acc 0.5932 top5_acc 0.8328 2022-02-09 18:18:22,198 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 18:18:22,229 - mmaction - INFO - mean_acc 0.5930 2022-02-09 18:18:22,237 - mmaction - INFO - Epoch(val) [130][78] top1_acc: 0.5932, top5_acc: 0.8328, mean_class_accuracy: 0.5930 2022-02-09 18:20:48,214 - mmaction - INFO - Epoch [131][20/940] lr: 4.000e-02, eta: 1 day, 22:01:31, time: 7.295, data_time: 6.172, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7656, loss_cls: 2.0011, loss: 2.0011, grad_norm: 2.4474 2022-02-09 18:21:11,604 - mmaction - INFO - Epoch [131][40/940] lr: 4.000e-02, eta: 1 day, 22:00:54, time: 1.170, data_time: 0.054, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7502, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.5524 2022-02-09 18:21:35,288 - mmaction - INFO - Epoch [131][60/940] lr: 4.000e-02, eta: 1 day, 22:00:19, time: 1.184, data_time: 0.046, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7479, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.4996 2022-02-09 18:21:59,081 - mmaction - INFO - Epoch [131][80/940] lr: 4.000e-02, eta: 1 day, 21:59:43, time: 1.190, data_time: 0.047, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7600, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.5111 2022-02-09 18:22:23,073 - mmaction - INFO - Epoch [131][100/940] lr: 4.000e-02, eta: 1 day, 21:59:08, time: 1.199, data_time: 0.046, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7559, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.5659 2022-02-09 18:22:47,327 - mmaction - INFO - Epoch [131][120/940] lr: 4.000e-02, eta: 1 day, 21:58:33, time: 1.213, data_time: 0.052, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7621, loss_cls: 2.0394, loss: 2.0394, grad_norm: 2.5099 2022-02-09 18:23:11,454 - mmaction - INFO - Epoch [131][140/940] lr: 4.000e-02, eta: 1 day, 21:57:59, time: 1.206, data_time: 0.052, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7512, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.5124 2022-02-09 18:23:35,966 - mmaction - INFO - Epoch [131][160/940] lr: 4.000e-02, eta: 1 day, 21:57:24, time: 1.226, data_time: 0.062, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7455, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.4878 2022-02-09 18:24:00,567 - mmaction - INFO - Epoch [131][180/940] lr: 4.000e-02, eta: 1 day, 21:56:50, time: 1.229, data_time: 0.063, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7615, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.5040 2022-02-09 18:24:25,257 - mmaction - INFO - Epoch [131][200/940] lr: 4.000e-02, eta: 1 day, 21:56:16, time: 1.234, data_time: 0.073, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7570, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.5355 2022-02-09 18:24:49,862 - mmaction - INFO - Epoch [131][220/940] lr: 4.000e-02, eta: 1 day, 21:55:42, time: 1.230, data_time: 0.065, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7479, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.5373 2022-02-09 18:25:14,567 - mmaction - INFO - Epoch [131][240/940] lr: 4.000e-02, eta: 1 day, 21:55:09, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7465, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.4676 2022-02-09 18:25:39,431 - mmaction - INFO - Epoch [131][260/940] lr: 4.000e-02, eta: 1 day, 21:54:35, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7455, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5570 2022-02-09 18:26:04,473 - mmaction - INFO - Epoch [131][280/940] lr: 4.000e-02, eta: 1 day, 21:54:02, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7576, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.4825 2022-02-09 18:26:29,557 - mmaction - INFO - Epoch [131][300/940] lr: 4.000e-02, eta: 1 day, 21:53:29, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7555, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.5111 2022-02-09 18:26:54,448 - mmaction - INFO - Epoch [131][320/940] lr: 4.000e-02, eta: 1 day, 21:52:55, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1099, loss: 2.1099, grad_norm: 2.5481 2022-02-09 18:27:19,439 - mmaction - INFO - Epoch [131][340/940] lr: 4.000e-02, eta: 1 day, 21:52:22, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7559, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.5234 2022-02-09 18:27:44,271 - mmaction - INFO - Epoch [131][360/940] lr: 4.000e-02, eta: 1 day, 21:51:48, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7570, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.5286 2022-02-09 18:28:09,334 - mmaction - INFO - Epoch [131][380/940] lr: 4.000e-02, eta: 1 day, 21:51:15, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7443, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.5507 2022-02-09 18:28:34,356 - mmaction - INFO - Epoch [131][400/940] lr: 4.000e-02, eta: 1 day, 21:50:42, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7434, loss_cls: 2.1270, loss: 2.1270, grad_norm: 2.5155 2022-02-09 18:28:59,613 - mmaction - INFO - Epoch [131][420/940] lr: 4.000e-02, eta: 1 day, 21:50:09, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.5266, top5_acc: 0.7418, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.5535 2022-02-09 18:29:24,682 - mmaction - INFO - Epoch [131][440/940] lr: 4.000e-02, eta: 1 day, 21:49:36, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7559, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.5424 2022-02-09 18:29:49,803 - mmaction - INFO - Epoch [131][460/940] lr: 4.000e-02, eta: 1 day, 21:49:03, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7523, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.5497 2022-02-09 18:30:14,957 - mmaction - INFO - Epoch [131][480/940] lr: 4.000e-02, eta: 1 day, 21:48:30, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7568, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.5215 2022-02-09 18:30:40,289 - mmaction - INFO - Epoch [131][500/940] lr: 4.000e-02, eta: 1 day, 21:47:58, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7453, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.4670 2022-02-09 18:31:05,520 - mmaction - INFO - Epoch [131][520/940] lr: 4.000e-02, eta: 1 day, 21:47:25, time: 1.261, data_time: 0.083, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7523, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.5310 2022-02-09 18:31:30,545 - mmaction - INFO - Epoch [131][540/940] lr: 4.000e-02, eta: 1 day, 21:46:52, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7424, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.5457 2022-02-09 18:31:55,591 - mmaction - INFO - Epoch [131][560/940] lr: 4.000e-02, eta: 1 day, 21:46:18, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.5121, top5_acc: 0.7445, loss_cls: 2.0967, loss: 2.0967, grad_norm: 2.5253 2022-02-09 18:32:20,622 - mmaction - INFO - Epoch [131][580/940] lr: 4.000e-02, eta: 1 day, 21:45:45, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7533, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.4858 2022-02-09 18:32:45,659 - mmaction - INFO - Epoch [131][600/940] lr: 4.000e-02, eta: 1 day, 21:45:12, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7533, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.4786 2022-02-09 18:33:10,849 - mmaction - INFO - Epoch [131][620/940] lr: 4.000e-02, eta: 1 day, 21:44:39, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7543, loss_cls: 2.0637, loss: 2.0637, grad_norm: 2.4923 2022-02-09 18:33:36,073 - mmaction - INFO - Epoch [131][640/940] lr: 4.000e-02, eta: 1 day, 21:44:07, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7629, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.5153 2022-02-09 18:34:01,169 - mmaction - INFO - Epoch [131][660/940] lr: 4.000e-02, eta: 1 day, 21:43:34, time: 1.254, data_time: 0.078, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7459, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.5142 2022-02-09 18:34:26,202 - mmaction - INFO - Epoch [131][680/940] lr: 4.000e-02, eta: 1 day, 21:43:00, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7473, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.4994 2022-02-09 18:34:51,418 - mmaction - INFO - Epoch [131][700/940] lr: 4.000e-02, eta: 1 day, 21:42:28, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.5509 2022-02-09 18:35:16,430 - mmaction - INFO - Epoch [131][720/940] lr: 4.000e-02, eta: 1 day, 21:41:54, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7531, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.5417 2022-02-09 18:35:41,306 - mmaction - INFO - Epoch [131][740/940] lr: 4.000e-02, eta: 1 day, 21:41:21, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7492, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.5118 2022-02-09 18:36:06,095 - mmaction - INFO - Epoch [131][760/940] lr: 4.000e-02, eta: 1 day, 21:40:48, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7596, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.5206 2022-02-09 18:36:31,087 - mmaction - INFO - Epoch [131][780/940] lr: 4.000e-02, eta: 1 day, 21:40:14, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7500, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.5056 2022-02-09 18:36:56,148 - mmaction - INFO - Epoch [131][800/940] lr: 4.000e-02, eta: 1 day, 21:39:41, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7523, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.5765 2022-02-09 18:37:21,137 - mmaction - INFO - Epoch [131][820/940] lr: 4.000e-02, eta: 1 day, 21:39:08, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7477, loss_cls: 2.0981, loss: 2.0981, grad_norm: 2.5637 2022-02-09 18:37:46,023 - mmaction - INFO - Epoch [131][840/940] lr: 4.000e-02, eta: 1 day, 21:38:35, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.5052 2022-02-09 18:38:10,789 - mmaction - INFO - Epoch [131][860/940] lr: 4.000e-02, eta: 1 day, 21:38:01, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.4527 2022-02-09 18:38:35,702 - mmaction - INFO - Epoch [131][880/940] lr: 4.000e-02, eta: 1 day, 21:37:28, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7535, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.5072 2022-02-09 18:39:00,439 - mmaction - INFO - Epoch [131][900/940] lr: 4.000e-02, eta: 1 day, 21:36:54, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7479, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.5201 2022-02-09 18:39:25,309 - mmaction - INFO - Epoch [131][920/940] lr: 4.000e-02, eta: 1 day, 21:36:21, time: 1.243, data_time: 0.071, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.5913 2022-02-09 18:39:48,854 - mmaction - INFO - Epoch [131][940/940] lr: 4.000e-02, eta: 1 day, 21:35:45, time: 1.178, data_time: 0.064, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.5460 2022-02-09 18:42:28,988 - mmaction - INFO - Epoch [132][20/940] lr: 4.000e-02, eta: 1 day, 21:39:05, time: 7.859, data_time: 6.353, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7498, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.5699 2022-02-09 18:42:52,704 - mmaction - INFO - Epoch [132][40/940] lr: 4.000e-02, eta: 1 day, 21:38:29, time: 1.186, data_time: 0.055, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7537, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.4915 2022-02-09 18:43:16,979 - mmaction - INFO - Epoch [132][60/940] lr: 4.000e-02, eta: 1 day, 21:37:55, time: 1.214, data_time: 0.047, memory: 9488, top1_acc: 0.5086, top5_acc: 0.7426, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.5575 2022-02-09 18:43:40,689 - mmaction - INFO - Epoch [132][80/940] lr: 4.000e-02, eta: 1 day, 21:37:19, time: 1.185, data_time: 0.051, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7529, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.5051 2022-02-09 18:44:04,820 - mmaction - INFO - Epoch [132][100/940] lr: 4.000e-02, eta: 1 day, 21:36:45, time: 1.207, data_time: 0.055, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7521, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.5168 2022-02-09 18:44:29,375 - mmaction - INFO - Epoch [132][120/940] lr: 4.000e-02, eta: 1 day, 21:36:11, time: 1.227, data_time: 0.058, memory: 9488, top1_acc: 0.5359, top5_acc: 0.7596, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.5564 2022-02-09 18:44:53,795 - mmaction - INFO - Epoch [132][140/940] lr: 4.000e-02, eta: 1 day, 21:35:36, time: 1.221, data_time: 0.057, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7506, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.5608 2022-02-09 18:45:18,387 - mmaction - INFO - Epoch [132][160/940] lr: 4.000e-02, eta: 1 day, 21:35:03, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7480, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.5501 2022-02-09 18:45:43,081 - mmaction - INFO - Epoch [132][180/940] lr: 4.000e-02, eta: 1 day, 21:34:29, time: 1.235, data_time: 0.070, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7387, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.5485 2022-02-09 18:46:07,917 - mmaction - INFO - Epoch [132][200/940] lr: 4.000e-02, eta: 1 day, 21:33:55, time: 1.242, data_time: 0.066, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7557, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.5153 2022-02-09 18:46:32,973 - mmaction - INFO - Epoch [132][220/940] lr: 4.000e-02, eta: 1 day, 21:33:22, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.5528 2022-02-09 18:46:57,885 - mmaction - INFO - Epoch [132][240/940] lr: 4.000e-02, eta: 1 day, 21:32:49, time: 1.245, data_time: 0.079, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7574, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5571 2022-02-09 18:47:22,717 - mmaction - INFO - Epoch [132][260/940] lr: 4.000e-02, eta: 1 day, 21:32:16, time: 1.242, data_time: 0.070, memory: 9488, top1_acc: 0.5117, top5_acc: 0.7520, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.5493 2022-02-09 18:47:47,448 - mmaction - INFO - Epoch [132][280/940] lr: 4.000e-02, eta: 1 day, 21:31:42, time: 1.237, data_time: 0.079, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7525, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.5326 2022-02-09 18:48:12,647 - mmaction - INFO - Epoch [132][300/940] lr: 4.000e-02, eta: 1 day, 21:31:09, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7449, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.5244 2022-02-09 18:48:37,820 - mmaction - INFO - Epoch [132][320/940] lr: 4.000e-02, eta: 1 day, 21:30:36, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7477, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.5717 2022-02-09 18:49:02,877 - mmaction - INFO - Epoch [132][340/940] lr: 4.000e-02, eta: 1 day, 21:30:03, time: 1.253, data_time: 0.080, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7561, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.5061 2022-02-09 18:49:27,929 - mmaction - INFO - Epoch [132][360/940] lr: 4.000e-02, eta: 1 day, 21:29:30, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7566, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5196 2022-02-09 18:49:53,032 - mmaction - INFO - Epoch [132][380/940] lr: 4.000e-02, eta: 1 day, 21:28:57, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7395, loss_cls: 2.1071, loss: 2.1071, grad_norm: 2.5345 2022-02-09 18:50:18,372 - mmaction - INFO - Epoch [132][400/940] lr: 4.000e-02, eta: 1 day, 21:28:25, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7514, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.5087 2022-02-09 18:50:43,481 - mmaction - INFO - Epoch [132][420/940] lr: 4.000e-02, eta: 1 day, 21:27:52, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.5172, top5_acc: 0.7410, loss_cls: 2.0973, loss: 2.0973, grad_norm: 2.4925 2022-02-09 18:51:08,447 - mmaction - INFO - Epoch [132][440/940] lr: 4.000e-02, eta: 1 day, 21:27:19, time: 1.248, data_time: 0.079, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7512, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.5201 2022-02-09 18:51:33,444 - mmaction - INFO - Epoch [132][460/940] lr: 4.000e-02, eta: 1 day, 21:26:45, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7465, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.5170 2022-02-09 18:51:58,484 - mmaction - INFO - Epoch [132][480/940] lr: 4.000e-02, eta: 1 day, 21:26:12, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7541, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.5323 2022-02-09 18:52:23,528 - mmaction - INFO - Epoch [132][500/940] lr: 4.000e-02, eta: 1 day, 21:25:39, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7484, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.5302 2022-02-09 18:52:48,373 - mmaction - INFO - Epoch [132][520/940] lr: 4.000e-02, eta: 1 day, 21:25:06, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7514, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.4985 2022-02-09 18:53:13,565 - mmaction - INFO - Epoch [132][540/940] lr: 4.000e-02, eta: 1 day, 21:24:33, time: 1.260, data_time: 0.082, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7441, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.5366 2022-02-09 18:53:38,604 - mmaction - INFO - Epoch [132][560/940] lr: 4.000e-02, eta: 1 day, 21:24:00, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7428, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.5422 2022-02-09 18:54:03,873 - mmaction - INFO - Epoch [132][580/940] lr: 4.000e-02, eta: 1 day, 21:23:28, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7529, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.5543 2022-02-09 18:54:29,066 - mmaction - INFO - Epoch [132][600/940] lr: 4.000e-02, eta: 1 day, 21:22:55, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7479, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.5363 2022-02-09 18:54:54,233 - mmaction - INFO - Epoch [132][620/940] lr: 4.000e-02, eta: 1 day, 21:22:22, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7475, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.4959 2022-02-09 18:55:19,404 - mmaction - INFO - Epoch [132][640/940] lr: 4.000e-02, eta: 1 day, 21:21:49, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7557, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.5248 2022-02-09 18:55:44,247 - mmaction - INFO - Epoch [132][660/940] lr: 4.000e-02, eta: 1 day, 21:21:16, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7555, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.5050 2022-02-09 18:56:09,319 - mmaction - INFO - Epoch [132][680/940] lr: 4.000e-02, eta: 1 day, 21:20:43, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7604, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.4929 2022-02-09 18:56:34,263 - mmaction - INFO - Epoch [132][700/940] lr: 4.000e-02, eta: 1 day, 21:20:10, time: 1.247, data_time: 0.076, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7436, loss_cls: 2.0983, loss: 2.0983, grad_norm: 2.5293 2022-02-09 18:56:59,623 - mmaction - INFO - Epoch [132][720/940] lr: 4.000e-02, eta: 1 day, 21:19:38, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7625, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.5110 2022-02-09 18:57:24,792 - mmaction - INFO - Epoch [132][740/940] lr: 4.000e-02, eta: 1 day, 21:19:05, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7580, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.4881 2022-02-09 18:57:49,923 - mmaction - INFO - Epoch [132][760/940] lr: 4.000e-02, eta: 1 day, 21:18:32, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7500, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.5692 2022-02-09 18:58:15,178 - mmaction - INFO - Epoch [132][780/940] lr: 4.000e-02, eta: 1 day, 21:17:59, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.5571 2022-02-09 18:58:40,252 - mmaction - INFO - Epoch [132][800/940] lr: 4.000e-02, eta: 1 day, 21:17:26, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7557, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.5025 2022-02-09 18:59:05,187 - mmaction - INFO - Epoch [132][820/940] lr: 4.000e-02, eta: 1 day, 21:16:53, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7451, loss_cls: 2.0773, loss: 2.0773, grad_norm: 2.5234 2022-02-09 18:59:29,827 - mmaction - INFO - Epoch [132][840/940] lr: 4.000e-02, eta: 1 day, 21:16:20, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7549, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.6049 2022-02-09 18:59:54,745 - mmaction - INFO - Epoch [132][860/940] lr: 4.000e-02, eta: 1 day, 21:15:47, time: 1.246, data_time: 0.075, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7621, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.5202 2022-02-09 19:00:19,660 - mmaction - INFO - Epoch [132][880/940] lr: 4.000e-02, eta: 1 day, 21:15:13, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7514, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5760 2022-02-09 19:00:44,714 - mmaction - INFO - Epoch [132][900/940] lr: 4.000e-02, eta: 1 day, 21:14:40, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7463, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.5154 2022-02-09 19:01:09,499 - mmaction - INFO - Epoch [132][920/940] lr: 4.000e-02, eta: 1 day, 21:14:07, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7533, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.5445 2022-02-09 19:01:33,008 - mmaction - INFO - Epoch [132][940/940] lr: 4.000e-02, eta: 1 day, 21:13:32, time: 1.176, data_time: 0.067, memory: 9488, top1_acc: 0.5112, top5_acc: 0.7543, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.5448 2022-02-09 19:04:53,888 - mmaction - INFO - Epoch [133][20/940] lr: 4.000e-02, eta: 1 day, 21:17:52, time: 9.779, data_time: 8.003, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7570, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.4538 2022-02-09 19:05:17,629 - mmaction - INFO - Epoch [133][40/940] lr: 4.000e-02, eta: 1 day, 21:17:17, time: 1.187, data_time: 0.050, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7479, loss_cls: 2.1008, loss: 2.1008, grad_norm: 2.5345 2022-02-09 19:05:41,445 - mmaction - INFO - Epoch [133][60/940] lr: 4.000e-02, eta: 1 day, 21:16:42, time: 1.192, data_time: 0.041, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7623, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.5556 2022-02-09 19:06:05,693 - mmaction - INFO - Epoch [133][80/940] lr: 4.000e-02, eta: 1 day, 21:16:07, time: 1.212, data_time: 0.051, memory: 9488, top1_acc: 0.5107, top5_acc: 0.7457, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.5595 2022-02-09 19:06:29,926 - mmaction - INFO - Epoch [133][100/940] lr: 4.000e-02, eta: 1 day, 21:15:33, time: 1.212, data_time: 0.054, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7637, loss_cls: 2.0041, loss: 2.0041, grad_norm: 2.4978 2022-02-09 19:06:54,288 - mmaction - INFO - Epoch [133][120/940] lr: 4.000e-02, eta: 1 day, 21:14:59, time: 1.218, data_time: 0.059, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7602, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5335 2022-02-09 19:07:18,738 - mmaction - INFO - Epoch [133][140/940] lr: 4.000e-02, eta: 1 day, 21:14:25, time: 1.222, data_time: 0.049, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7564, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.5249 2022-02-09 19:07:43,434 - mmaction - INFO - Epoch [133][160/940] lr: 4.000e-02, eta: 1 day, 21:13:51, time: 1.235, data_time: 0.049, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7576, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.4999 2022-02-09 19:08:08,140 - mmaction - INFO - Epoch [133][180/940] lr: 4.000e-02, eta: 1 day, 21:13:17, time: 1.235, data_time: 0.066, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7574, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.4783 2022-02-09 19:08:32,874 - mmaction - INFO - Epoch [133][200/940] lr: 4.000e-02, eta: 1 day, 21:12:44, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7652, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.5218 2022-02-09 19:08:57,783 - mmaction - INFO - Epoch [133][220/940] lr: 4.000e-02, eta: 1 day, 21:12:11, time: 1.245, data_time: 0.054, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7514, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.5201 2022-02-09 19:09:22,559 - mmaction - INFO - Epoch [133][240/940] lr: 4.000e-02, eta: 1 day, 21:11:37, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.5206 2022-02-09 19:09:47,467 - mmaction - INFO - Epoch [133][260/940] lr: 4.000e-02, eta: 1 day, 21:11:04, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7523, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.5525 2022-02-09 19:10:12,671 - mmaction - INFO - Epoch [133][280/940] lr: 4.000e-02, eta: 1 day, 21:10:31, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7549, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.5445 2022-02-09 19:10:37,742 - mmaction - INFO - Epoch [133][300/940] lr: 4.000e-02, eta: 1 day, 21:09:58, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7490, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.5494 2022-02-09 19:11:02,664 - mmaction - INFO - Epoch [133][320/940] lr: 4.000e-02, eta: 1 day, 21:09:25, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7504, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.5355 2022-02-09 19:11:27,583 - mmaction - INFO - Epoch [133][340/940] lr: 4.000e-02, eta: 1 day, 21:08:52, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5123, top5_acc: 0.7549, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.5274 2022-02-09 19:11:52,392 - mmaction - INFO - Epoch [133][360/940] lr: 4.000e-02, eta: 1 day, 21:08:19, time: 1.240, data_time: 0.076, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7482, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.5734 2022-02-09 19:12:17,446 - mmaction - INFO - Epoch [133][380/940] lr: 4.000e-02, eta: 1 day, 21:07:46, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7500, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.5422 2022-02-09 19:12:42,534 - mmaction - INFO - Epoch [133][400/940] lr: 4.000e-02, eta: 1 day, 21:07:13, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7600, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.5056 2022-02-09 19:13:07,724 - mmaction - INFO - Epoch [133][420/940] lr: 4.000e-02, eta: 1 day, 21:06:40, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7555, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.5413 2022-02-09 19:13:32,737 - mmaction - INFO - Epoch [133][440/940] lr: 4.000e-02, eta: 1 day, 21:06:07, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7467, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.5394 2022-02-09 19:13:57,958 - mmaction - INFO - Epoch [133][460/940] lr: 4.000e-02, eta: 1 day, 21:05:34, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7473, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.5098 2022-02-09 19:14:23,123 - mmaction - INFO - Epoch [133][480/940] lr: 4.000e-02, eta: 1 day, 21:05:02, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.5016 2022-02-09 19:14:48,164 - mmaction - INFO - Epoch [133][500/940] lr: 4.000e-02, eta: 1 day, 21:04:29, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7373, loss_cls: 2.1276, loss: 2.1276, grad_norm: 2.5787 2022-02-09 19:15:13,438 - mmaction - INFO - Epoch [133][520/940] lr: 4.000e-02, eta: 1 day, 21:03:56, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7588, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.5062 2022-02-09 19:15:38,635 - mmaction - INFO - Epoch [133][540/940] lr: 4.000e-02, eta: 1 day, 21:03:24, time: 1.260, data_time: 0.058, memory: 9488, top1_acc: 0.5100, top5_acc: 0.7436, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.5432 2022-02-09 19:16:03,518 - mmaction - INFO - Epoch [133][560/940] lr: 4.000e-02, eta: 1 day, 21:02:50, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7506, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.5710 2022-02-09 19:16:28,746 - mmaction - INFO - Epoch [133][580/940] lr: 4.000e-02, eta: 1 day, 21:02:18, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7457, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.5207 2022-02-09 19:16:53,926 - mmaction - INFO - Epoch [133][600/940] lr: 4.000e-02, eta: 1 day, 21:01:45, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7500, loss_cls: 2.0751, loss: 2.0751, grad_norm: 2.5169 2022-02-09 19:17:19,074 - mmaction - INFO - Epoch [133][620/940] lr: 4.000e-02, eta: 1 day, 21:01:12, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7533, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.5317 2022-02-09 19:17:44,263 - mmaction - INFO - Epoch [133][640/940] lr: 4.000e-02, eta: 1 day, 21:00:40, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7479, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.5559 2022-02-09 19:18:09,452 - mmaction - INFO - Epoch [133][660/940] lr: 4.000e-02, eta: 1 day, 21:00:07, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7553, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.5712 2022-02-09 19:18:34,480 - mmaction - INFO - Epoch [133][680/940] lr: 4.000e-02, eta: 1 day, 20:59:34, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7455, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.5574 2022-02-09 19:18:59,598 - mmaction - INFO - Epoch [133][700/940] lr: 4.000e-02, eta: 1 day, 20:59:01, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7543, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.4759 2022-02-09 19:19:24,802 - mmaction - INFO - Epoch [133][720/940] lr: 4.000e-02, eta: 1 day, 20:58:29, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7480, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.5533 2022-02-09 19:19:50,048 - mmaction - INFO - Epoch [133][740/940] lr: 4.000e-02, eta: 1 day, 20:57:56, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7488, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.5179 2022-02-09 19:20:14,927 - mmaction - INFO - Epoch [133][760/940] lr: 4.000e-02, eta: 1 day, 20:57:23, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7521, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.5231 2022-02-09 19:20:39,877 - mmaction - INFO - Epoch [133][780/940] lr: 4.000e-02, eta: 1 day, 20:56:50, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7551, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.5436 2022-02-09 19:21:05,000 - mmaction - INFO - Epoch [133][800/940] lr: 4.000e-02, eta: 1 day, 20:56:17, time: 1.256, data_time: 0.058, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7561, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.5263 2022-02-09 19:21:30,059 - mmaction - INFO - Epoch [133][820/940] lr: 4.000e-02, eta: 1 day, 20:55:44, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7572, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.5282 2022-02-09 19:21:55,325 - mmaction - INFO - Epoch [133][840/940] lr: 4.000e-02, eta: 1 day, 20:55:12, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7545, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.4783 2022-02-09 19:22:20,552 - mmaction - INFO - Epoch [133][860/940] lr: 4.000e-02, eta: 1 day, 20:54:39, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7475, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5121 2022-02-09 19:22:45,880 - mmaction - INFO - Epoch [133][880/940] lr: 4.000e-02, eta: 1 day, 20:54:07, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.5152, top5_acc: 0.7492, loss_cls: 2.1020, loss: 2.1020, grad_norm: 2.5496 2022-02-09 19:23:10,744 - mmaction - INFO - Epoch [133][900/940] lr: 4.000e-02, eta: 1 day, 20:53:34, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7531, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.5571 2022-02-09 19:23:35,911 - mmaction - INFO - Epoch [133][920/940] lr: 4.000e-02, eta: 1 day, 20:53:01, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7473, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.5305 2022-02-09 19:23:59,708 - mmaction - INFO - Epoch [133][940/940] lr: 4.000e-02, eta: 1 day, 20:52:26, time: 1.190, data_time: 0.058, memory: 9488, top1_acc: 0.4976, top5_acc: 0.7378, loss_cls: 2.1919, loss: 2.1919, grad_norm: 2.6399 2022-02-09 19:27:08,514 - mmaction - INFO - Epoch [134][20/940] lr: 4.000e-02, eta: 1 day, 20:56:23, time: 9.254, data_time: 7.226, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7525, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.4822 2022-02-09 19:27:32,195 - mmaction - INFO - Epoch [134][40/940] lr: 4.000e-02, eta: 1 day, 20:55:48, time: 1.184, data_time: 0.051, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7521, loss_cls: 2.0642, loss: 2.0642, grad_norm: 2.5466 2022-02-09 19:27:55,833 - mmaction - INFO - Epoch [134][60/940] lr: 4.000e-02, eta: 1 day, 20:55:13, time: 1.182, data_time: 0.047, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7600, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.5246 2022-02-09 19:28:19,626 - mmaction - INFO - Epoch [134][80/940] lr: 4.000e-02, eta: 1 day, 20:54:37, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.5391, top5_acc: 0.7646, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.5020 2022-02-09 19:28:43,933 - mmaction - INFO - Epoch [134][100/940] lr: 4.000e-02, eta: 1 day, 20:54:03, time: 1.215, data_time: 0.057, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7510, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.5219 2022-02-09 19:29:08,303 - mmaction - INFO - Epoch [134][120/940] lr: 4.000e-02, eta: 1 day, 20:53:29, time: 1.218, data_time: 0.054, memory: 9488, top1_acc: 0.5418, top5_acc: 0.7609, loss_cls: 2.0096, loss: 2.0096, grad_norm: 2.5531 2022-02-09 19:29:32,989 - mmaction - INFO - Epoch [134][140/940] lr: 4.000e-02, eta: 1 day, 20:52:56, time: 1.234, data_time: 0.059, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7453, loss_cls: 2.0875, loss: 2.0875, grad_norm: 2.5480 2022-02-09 19:29:57,853 - mmaction - INFO - Epoch [134][160/940] lr: 4.000e-02, eta: 1 day, 20:52:23, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7605, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.5893 2022-02-09 19:30:22,290 - mmaction - INFO - Epoch [134][180/940] lr: 4.000e-02, eta: 1 day, 20:51:49, time: 1.222, data_time: 0.067, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7492, loss_cls: 2.0618, loss: 2.0618, grad_norm: 2.5681 2022-02-09 19:30:46,885 - mmaction - INFO - Epoch [134][200/940] lr: 4.000e-02, eta: 1 day, 20:51:15, time: 1.230, data_time: 0.067, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7504, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.5923 2022-02-09 19:31:11,672 - mmaction - INFO - Epoch [134][220/940] lr: 4.000e-02, eta: 1 day, 20:50:42, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7475, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.5759 2022-02-09 19:31:36,580 - mmaction - INFO - Epoch [134][240/940] lr: 4.000e-02, eta: 1 day, 20:50:08, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7469, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.5300 2022-02-09 19:32:01,614 - mmaction - INFO - Epoch [134][260/940] lr: 4.000e-02, eta: 1 day, 20:49:36, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7586, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.5663 2022-02-09 19:32:26,192 - mmaction - INFO - Epoch [134][280/940] lr: 4.000e-02, eta: 1 day, 20:49:02, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7549, loss_cls: 2.0431, loss: 2.0431, grad_norm: 2.5227 2022-02-09 19:32:51,330 - mmaction - INFO - Epoch [134][300/940] lr: 4.000e-02, eta: 1 day, 20:48:29, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7588, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.5105 2022-02-09 19:33:16,178 - mmaction - INFO - Epoch [134][320/940] lr: 4.000e-02, eta: 1 day, 20:47:56, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7549, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.5487 2022-02-09 19:33:41,266 - mmaction - INFO - Epoch [134][340/940] lr: 4.000e-02, eta: 1 day, 20:47:23, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7545, loss_cls: 2.0826, loss: 2.0826, grad_norm: 2.5975 2022-02-09 19:34:06,145 - mmaction - INFO - Epoch [134][360/940] lr: 4.000e-02, eta: 1 day, 20:46:50, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7514, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.5748 2022-02-09 19:34:30,733 - mmaction - INFO - Epoch [134][380/940] lr: 4.000e-02, eta: 1 day, 20:46:16, time: 1.229, data_time: 0.064, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7514, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.5559 2022-02-09 19:34:55,811 - mmaction - INFO - Epoch [134][400/940] lr: 4.000e-02, eta: 1 day, 20:45:44, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7617, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.5198 2022-02-09 19:35:20,678 - mmaction - INFO - Epoch [134][420/940] lr: 4.000e-02, eta: 1 day, 20:45:10, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7551, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.5671 2022-02-09 19:35:45,635 - mmaction - INFO - Epoch [134][440/940] lr: 4.000e-02, eta: 1 day, 20:44:37, time: 1.247, data_time: 0.057, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7590, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.5291 2022-02-09 19:36:10,444 - mmaction - INFO - Epoch [134][460/940] lr: 4.000e-02, eta: 1 day, 20:44:04, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7609, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.5686 2022-02-09 19:36:35,476 - mmaction - INFO - Epoch [134][480/940] lr: 4.000e-02, eta: 1 day, 20:43:31, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7551, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.5266 2022-02-09 19:37:00,524 - mmaction - INFO - Epoch [134][500/940] lr: 4.000e-02, eta: 1 day, 20:42:58, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7531, loss_cls: 2.0599, loss: 2.0599, grad_norm: 2.5579 2022-02-09 19:37:25,547 - mmaction - INFO - Epoch [134][520/940] lr: 4.000e-02, eta: 1 day, 20:42:26, time: 1.251, data_time: 0.055, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7533, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.5386 2022-02-09 19:37:50,534 - mmaction - INFO - Epoch [134][540/940] lr: 4.000e-02, eta: 1 day, 20:41:53, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7582, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.5715 2022-02-09 19:38:15,350 - mmaction - INFO - Epoch [134][560/940] lr: 4.000e-02, eta: 1 day, 20:41:19, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7518, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.5735 2022-02-09 19:38:40,383 - mmaction - INFO - Epoch [134][580/940] lr: 4.000e-02, eta: 1 day, 20:40:47, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5053, top5_acc: 0.7447, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.6031 2022-02-09 19:39:05,312 - mmaction - INFO - Epoch [134][600/940] lr: 4.000e-02, eta: 1 day, 20:40:14, time: 1.246, data_time: 0.053, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7553, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.5196 2022-02-09 19:39:30,293 - mmaction - INFO - Epoch [134][620/940] lr: 4.000e-02, eta: 1 day, 20:39:41, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7381, loss_cls: 2.1385, loss: 2.1385, grad_norm: 2.6000 2022-02-09 19:39:55,388 - mmaction - INFO - Epoch [134][640/940] lr: 4.000e-02, eta: 1 day, 20:39:08, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7592, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.4696 2022-02-09 19:40:20,341 - mmaction - INFO - Epoch [134][660/940] lr: 4.000e-02, eta: 1 day, 20:38:35, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7459, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.5186 2022-02-09 19:40:45,131 - mmaction - INFO - Epoch [134][680/940] lr: 4.000e-02, eta: 1 day, 20:38:02, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.5020, top5_acc: 0.7414, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.6026 2022-02-09 19:41:10,175 - mmaction - INFO - Epoch [134][700/940] lr: 4.000e-02, eta: 1 day, 20:37:29, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7488, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.5367 2022-02-09 19:41:35,107 - mmaction - INFO - Epoch [134][720/940] lr: 4.000e-02, eta: 1 day, 20:36:56, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7533, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.5307 2022-02-09 19:41:59,908 - mmaction - INFO - Epoch [134][740/940] lr: 4.000e-02, eta: 1 day, 20:36:23, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7482, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.5404 2022-02-09 19:42:24,907 - mmaction - INFO - Epoch [134][760/940] lr: 4.000e-02, eta: 1 day, 20:35:50, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1123, loss: 2.1123, grad_norm: 2.5600 2022-02-09 19:42:49,904 - mmaction - INFO - Epoch [134][780/940] lr: 4.000e-02, eta: 1 day, 20:35:17, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7564, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.5183 2022-02-09 19:43:15,007 - mmaction - INFO - Epoch [134][800/940] lr: 4.000e-02, eta: 1 day, 20:34:45, time: 1.256, data_time: 0.057, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7543, loss_cls: 2.0546, loss: 2.0546, grad_norm: 2.5037 2022-02-09 19:43:40,049 - mmaction - INFO - Epoch [134][820/940] lr: 4.000e-02, eta: 1 day, 20:34:12, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7504, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.4738 2022-02-09 19:44:04,965 - mmaction - INFO - Epoch [134][840/940] lr: 4.000e-02, eta: 1 day, 20:33:39, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.5383, top5_acc: 0.7512, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.4962 2022-02-09 19:44:30,029 - mmaction - INFO - Epoch [134][860/940] lr: 4.000e-02, eta: 1 day, 20:33:06, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7574, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.5386 2022-02-09 19:44:54,986 - mmaction - INFO - Epoch [134][880/940] lr: 4.000e-02, eta: 1 day, 20:32:33, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7553, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.5218 2022-02-09 19:45:19,766 - mmaction - INFO - Epoch [134][900/940] lr: 4.000e-02, eta: 1 day, 20:32:00, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7570, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.5308 2022-02-09 19:45:44,800 - mmaction - INFO - Epoch [134][920/940] lr: 4.000e-02, eta: 1 day, 20:31:27, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7404, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.4906 2022-02-09 19:46:08,451 - mmaction - INFO - Epoch [134][940/940] lr: 4.000e-02, eta: 1 day, 20:30:52, time: 1.182, data_time: 0.063, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7468, loss_cls: 2.0905, loss: 2.0905, grad_norm: 2.5350 2022-02-09 19:49:03,800 - mmaction - INFO - Epoch [135][20/940] lr: 4.000e-02, eta: 1 day, 20:34:21, time: 8.588, data_time: 6.927, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7537, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.5387 2022-02-09 19:49:27,361 - mmaction - INFO - Epoch [135][40/940] lr: 4.000e-02, eta: 1 day, 20:33:46, time: 1.178, data_time: 0.050, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7654, loss_cls: 2.0177, loss: 2.0177, grad_norm: 2.5418 2022-02-09 19:49:51,108 - mmaction - INFO - Epoch [135][60/940] lr: 4.000e-02, eta: 1 day, 20:33:11, time: 1.187, data_time: 0.044, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7482, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.5774 2022-02-09 19:50:15,063 - mmaction - INFO - Epoch [135][80/940] lr: 4.000e-02, eta: 1 day, 20:32:36, time: 1.198, data_time: 0.049, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7570, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.5532 2022-02-09 19:50:39,516 - mmaction - INFO - Epoch [135][100/940] lr: 4.000e-02, eta: 1 day, 20:32:02, time: 1.222, data_time: 0.051, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7625, loss_cls: 2.0100, loss: 2.0100, grad_norm: 2.5081 2022-02-09 19:51:03,819 - mmaction - INFO - Epoch [135][120/940] lr: 4.000e-02, eta: 1 day, 20:31:28, time: 1.215, data_time: 0.056, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7615, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.5130 2022-02-09 19:51:28,248 - mmaction - INFO - Epoch [135][140/940] lr: 4.000e-02, eta: 1 day, 20:30:55, time: 1.221, data_time: 0.057, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7502, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.5217 2022-02-09 19:51:52,787 - mmaction - INFO - Epoch [135][160/940] lr: 4.000e-02, eta: 1 day, 20:30:21, time: 1.227, data_time: 0.062, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7605, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.5281 2022-02-09 19:52:17,385 - mmaction - INFO - Epoch [135][180/940] lr: 4.000e-02, eta: 1 day, 20:29:47, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7535, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.5478 2022-02-09 19:52:41,912 - mmaction - INFO - Epoch [135][200/940] lr: 4.000e-02, eta: 1 day, 20:29:14, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0778, loss: 2.0778, grad_norm: 2.5241 2022-02-09 19:53:06,666 - mmaction - INFO - Epoch [135][220/940] lr: 4.000e-02, eta: 1 day, 20:28:41, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7592, loss_cls: 2.0324, loss: 2.0324, grad_norm: 2.5295 2022-02-09 19:53:31,712 - mmaction - INFO - Epoch [135][240/940] lr: 4.000e-02, eta: 1 day, 20:28:08, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7455, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.4879 2022-02-09 19:53:56,672 - mmaction - INFO - Epoch [135][260/940] lr: 4.000e-02, eta: 1 day, 20:27:35, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7621, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.5687 2022-02-09 19:54:21,693 - mmaction - INFO - Epoch [135][280/940] lr: 4.000e-02, eta: 1 day, 20:27:02, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7609, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.5603 2022-02-09 19:54:46,729 - mmaction - INFO - Epoch [135][300/940] lr: 4.000e-02, eta: 1 day, 20:26:29, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7637, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.5765 2022-02-09 19:55:11,855 - mmaction - INFO - Epoch [135][320/940] lr: 4.000e-02, eta: 1 day, 20:25:57, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7574, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.5464 2022-02-09 19:55:37,022 - mmaction - INFO - Epoch [135][340/940] lr: 4.000e-02, eta: 1 day, 20:25:24, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7492, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.5845 2022-02-09 19:56:02,135 - mmaction - INFO - Epoch [135][360/940] lr: 4.000e-02, eta: 1 day, 20:24:51, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.5029, top5_acc: 0.7434, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.5724 2022-02-09 19:56:27,185 - mmaction - INFO - Epoch [135][380/940] lr: 4.000e-02, eta: 1 day, 20:24:19, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5115, top5_acc: 0.7537, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.5647 2022-02-09 19:56:52,267 - mmaction - INFO - Epoch [135][400/940] lr: 4.000e-02, eta: 1 day, 20:23:46, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7645, loss_cls: 2.0031, loss: 2.0031, grad_norm: 2.4896 2022-02-09 19:57:17,208 - mmaction - INFO - Epoch [135][420/940] lr: 4.000e-02, eta: 1 day, 20:23:13, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7488, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.4947 2022-02-09 19:57:42,028 - mmaction - INFO - Epoch [135][440/940] lr: 4.000e-02, eta: 1 day, 20:22:40, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7584, loss_cls: 2.0268, loss: 2.0268, grad_norm: 2.5242 2022-02-09 19:58:07,021 - mmaction - INFO - Epoch [135][460/940] lr: 4.000e-02, eta: 1 day, 20:22:07, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7596, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.5512 2022-02-09 19:58:32,349 - mmaction - INFO - Epoch [135][480/940] lr: 4.000e-02, eta: 1 day, 20:21:35, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7541, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.5217 2022-02-09 19:58:57,376 - mmaction - INFO - Epoch [135][500/940] lr: 4.000e-02, eta: 1 day, 20:21:02, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5180, top5_acc: 0.7518, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.5499 2022-02-09 19:59:22,127 - mmaction - INFO - Epoch [135][520/940] lr: 4.000e-02, eta: 1 day, 20:20:29, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7617, loss_cls: 2.0144, loss: 2.0144, grad_norm: 2.4836 2022-02-09 19:59:47,288 - mmaction - INFO - Epoch [135][540/940] lr: 4.000e-02, eta: 1 day, 20:19:56, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7492, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.5089 2022-02-09 20:00:12,664 - mmaction - INFO - Epoch [135][560/940] lr: 4.000e-02, eta: 1 day, 20:19:24, time: 1.269, data_time: 0.092, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7498, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.5587 2022-02-09 20:00:37,852 - mmaction - INFO - Epoch [135][580/940] lr: 4.000e-02, eta: 1 day, 20:18:52, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7602, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.5367 2022-02-09 20:01:02,962 - mmaction - INFO - Epoch [135][600/940] lr: 4.000e-02, eta: 1 day, 20:18:19, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7479, loss_cls: 2.0930, loss: 2.0930, grad_norm: 2.5051 2022-02-09 20:01:27,666 - mmaction - INFO - Epoch [135][620/940] lr: 4.000e-02, eta: 1 day, 20:17:46, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7430, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.5295 2022-02-09 20:01:52,551 - mmaction - INFO - Epoch [135][640/940] lr: 4.000e-02, eta: 1 day, 20:17:13, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7496, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.4791 2022-02-09 20:02:17,474 - mmaction - INFO - Epoch [135][660/940] lr: 4.000e-02, eta: 1 day, 20:16:40, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7506, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.5870 2022-02-09 20:02:42,161 - mmaction - INFO - Epoch [135][680/940] lr: 4.000e-02, eta: 1 day, 20:16:07, time: 1.234, data_time: 0.063, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7539, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.5252 2022-02-09 20:03:07,175 - mmaction - INFO - Epoch [135][700/940] lr: 4.000e-02, eta: 1 day, 20:15:34, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7449, loss_cls: 2.1020, loss: 2.1020, grad_norm: 2.5574 2022-02-09 20:03:31,810 - mmaction - INFO - Epoch [135][720/940] lr: 4.000e-02, eta: 1 day, 20:15:01, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7502, loss_cls: 2.1008, loss: 2.1008, grad_norm: 2.6048 2022-02-09 20:03:57,026 - mmaction - INFO - Epoch [135][740/940] lr: 4.000e-02, eta: 1 day, 20:14:28, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7525, loss_cls: 2.0475, loss: 2.0475, grad_norm: 2.5532 2022-02-09 20:04:21,984 - mmaction - INFO - Epoch [135][760/940] lr: 4.000e-02, eta: 1 day, 20:13:55, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7502, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.5652 2022-02-09 20:04:46,760 - mmaction - INFO - Epoch [135][780/940] lr: 4.000e-02, eta: 1 day, 20:13:22, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7494, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.5325 2022-02-09 20:05:12,066 - mmaction - INFO - Epoch [135][800/940] lr: 4.000e-02, eta: 1 day, 20:12:50, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7568, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.5644 2022-02-09 20:05:37,027 - mmaction - INFO - Epoch [135][820/940] lr: 4.000e-02, eta: 1 day, 20:12:17, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7541, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.5475 2022-02-09 20:06:02,019 - mmaction - INFO - Epoch [135][840/940] lr: 4.000e-02, eta: 1 day, 20:11:44, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7492, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.5670 2022-02-09 20:06:26,905 - mmaction - INFO - Epoch [135][860/940] lr: 4.000e-02, eta: 1 day, 20:11:12, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7455, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.5545 2022-02-09 20:06:52,013 - mmaction - INFO - Epoch [135][880/940] lr: 4.000e-02, eta: 1 day, 20:10:39, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7492, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.5359 2022-02-09 20:07:17,016 - mmaction - INFO - Epoch [135][900/940] lr: 4.000e-02, eta: 1 day, 20:10:06, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7443, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.5411 2022-02-09 20:07:41,926 - mmaction - INFO - Epoch [135][920/940] lr: 4.000e-02, eta: 1 day, 20:09:33, time: 1.246, data_time: 0.080, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7598, loss_cls: 2.0114, loss: 2.0114, grad_norm: 2.5431 2022-02-09 20:08:05,546 - mmaction - INFO - Epoch [135][940/940] lr: 4.000e-02, eta: 1 day, 20:08:59, time: 1.182, data_time: 0.063, memory: 9488, top1_acc: 0.5110, top5_acc: 0.7382, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.5996 2022-02-09 20:08:12,822 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 20:08:12,825 - mmaction - INFO - 110 BN found 2022-02-09 20:12:44,867 - mmaction - INFO - BN stats updated 2022-02-09 20:12:46,870 - mmaction - INFO - Saving checkpoint at 135 epochs 2022-02-09 20:15:33,102 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 20:15:34,142 - mmaction - INFO - top1_acc 0.5946 top5_acc 0.8299 2022-02-09 20:15:34,143 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 20:15:34,340 - mmaction - INFO - mean_acc 0.5947 2022-02-09 20:15:34,342 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_120.pth was removed 2022-02-09 20:15:36,399 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_135.pth. 2022-02-09 20:15:36,400 - mmaction - INFO - Best top1_acc is 0.5946 at 135 epoch. 2022-02-09 20:15:36,407 - mmaction - INFO - Epoch(val) [135][78] top1_acc: 0.5946, top5_acc: 0.8299, mean_class_accuracy: 0.5947 2022-02-09 20:18:12,503 - mmaction - INFO - Epoch [136][20/940] lr: 4.000e-02, eta: 1 day, 20:11:57, time: 7.800, data_time: 6.188, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7535, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5710 2022-02-09 20:18:35,888 - mmaction - INFO - Epoch [136][40/940] lr: 4.000e-02, eta: 1 day, 20:11:22, time: 1.169, data_time: 0.047, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7650, loss_cls: 2.0415, loss: 2.0415, grad_norm: 2.4971 2022-02-09 20:18:59,557 - mmaction - INFO - Epoch [136][60/940] lr: 4.000e-02, eta: 1 day, 20:10:47, time: 1.183, data_time: 0.046, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7578, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.4977 2022-02-09 20:19:23,220 - mmaction - INFO - Epoch [136][80/940] lr: 4.000e-02, eta: 1 day, 20:10:12, time: 1.183, data_time: 0.046, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7533, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.5614 2022-02-09 20:19:47,062 - mmaction - INFO - Epoch [136][100/940] lr: 4.000e-02, eta: 1 day, 20:09:37, time: 1.193, data_time: 0.051, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7547, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.5279 2022-02-09 20:20:11,008 - mmaction - INFO - Epoch [136][120/940] lr: 4.000e-02, eta: 1 day, 20:09:03, time: 1.196, data_time: 0.047, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7592, loss_cls: 2.0094, loss: 2.0094, grad_norm: 2.5763 2022-02-09 20:20:35,295 - mmaction - INFO - Epoch [136][140/940] lr: 4.000e-02, eta: 1 day, 20:08:29, time: 1.214, data_time: 0.050, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7385, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.5414 2022-02-09 20:20:59,740 - mmaction - INFO - Epoch [136][160/940] lr: 4.000e-02, eta: 1 day, 20:07:55, time: 1.222, data_time: 0.051, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7547, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.5592 2022-02-09 20:21:24,077 - mmaction - INFO - Epoch [136][180/940] lr: 4.000e-02, eta: 1 day, 20:07:21, time: 1.217, data_time: 0.056, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7572, loss_cls: 2.0665, loss: 2.0665, grad_norm: 2.5829 2022-02-09 20:21:48,561 - mmaction - INFO - Epoch [136][200/940] lr: 4.000e-02, eta: 1 day, 20:06:48, time: 1.224, data_time: 0.056, memory: 9488, top1_acc: 0.5137, top5_acc: 0.7486, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.5782 2022-02-09 20:22:13,129 - mmaction - INFO - Epoch [136][220/940] lr: 4.000e-02, eta: 1 day, 20:06:14, time: 1.228, data_time: 0.056, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7590, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.5762 2022-02-09 20:22:37,756 - mmaction - INFO - Epoch [136][240/940] lr: 4.000e-02, eta: 1 day, 20:05:41, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7535, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.5752 2022-02-09 20:23:02,797 - mmaction - INFO - Epoch [136][260/940] lr: 4.000e-02, eta: 1 day, 20:05:08, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7537, loss_cls: 2.0658, loss: 2.0658, grad_norm: 2.5512 2022-02-09 20:23:27,845 - mmaction - INFO - Epoch [136][280/940] lr: 4.000e-02, eta: 1 day, 20:04:36, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7553, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.5588 2022-02-09 20:23:53,151 - mmaction - INFO - Epoch [136][300/940] lr: 4.000e-02, eta: 1 day, 20:04:03, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7502, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.5897 2022-02-09 20:24:18,434 - mmaction - INFO - Epoch [136][320/940] lr: 4.000e-02, eta: 1 day, 20:03:31, time: 1.264, data_time: 0.086, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7475, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.5377 2022-02-09 20:24:43,609 - mmaction - INFO - Epoch [136][340/940] lr: 4.000e-02, eta: 1 day, 20:02:59, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7500, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.5283 2022-02-09 20:25:08,837 - mmaction - INFO - Epoch [136][360/940] lr: 4.000e-02, eta: 1 day, 20:02:26, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7594, loss_cls: 2.0335, loss: 2.0335, grad_norm: 2.4922 2022-02-09 20:25:33,878 - mmaction - INFO - Epoch [136][380/940] lr: 4.000e-02, eta: 1 day, 20:01:54, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7672, loss_cls: 2.0151, loss: 2.0151, grad_norm: 2.5380 2022-02-09 20:25:59,091 - mmaction - INFO - Epoch [136][400/940] lr: 4.000e-02, eta: 1 day, 20:01:21, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7580, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.5582 2022-02-09 20:26:24,258 - mmaction - INFO - Epoch [136][420/940] lr: 4.000e-02, eta: 1 day, 20:00:49, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5084, top5_acc: 0.7346, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.5671 2022-02-09 20:26:49,440 - mmaction - INFO - Epoch [136][440/940] lr: 4.000e-02, eta: 1 day, 20:00:16, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7551, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.5318 2022-02-09 20:27:14,590 - mmaction - INFO - Epoch [136][460/940] lr: 4.000e-02, eta: 1 day, 19:59:44, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7672, loss_cls: 2.0468, loss: 2.0468, grad_norm: 2.5915 2022-02-09 20:27:39,410 - mmaction - INFO - Epoch [136][480/940] lr: 4.000e-02, eta: 1 day, 19:59:11, time: 1.240, data_time: 0.068, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7494, loss_cls: 2.0826, loss: 2.0826, grad_norm: 2.5680 2022-02-09 20:28:04,691 - mmaction - INFO - Epoch [136][500/940] lr: 4.000e-02, eta: 1 day, 19:58:39, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.5435 2022-02-09 20:28:29,817 - mmaction - INFO - Epoch [136][520/940] lr: 4.000e-02, eta: 1 day, 19:58:06, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.5145, top5_acc: 0.7559, loss_cls: 2.0751, loss: 2.0751, grad_norm: 2.5184 2022-02-09 20:28:54,772 - mmaction - INFO - Epoch [136][540/940] lr: 4.000e-02, eta: 1 day, 19:57:34, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7494, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.5445 2022-02-09 20:29:19,938 - mmaction - INFO - Epoch [136][560/940] lr: 4.000e-02, eta: 1 day, 19:57:01, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7514, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.5386 2022-02-09 20:29:44,987 - mmaction - INFO - Epoch [136][580/940] lr: 4.000e-02, eta: 1 day, 19:56:29, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7561, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.4797 2022-02-09 20:30:09,987 - mmaction - INFO - Epoch [136][600/940] lr: 4.000e-02, eta: 1 day, 19:55:56, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7525, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.5219 2022-02-09 20:30:35,366 - mmaction - INFO - Epoch [136][620/940] lr: 4.000e-02, eta: 1 day, 19:55:24, time: 1.269, data_time: 0.078, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7465, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.5205 2022-02-09 20:31:00,308 - mmaction - INFO - Epoch [136][640/940] lr: 4.000e-02, eta: 1 day, 19:54:51, time: 1.248, data_time: 0.078, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7607, loss_cls: 2.0567, loss: 2.0567, grad_norm: 2.5250 2022-02-09 20:31:25,453 - mmaction - INFO - Epoch [136][660/940] lr: 4.000e-02, eta: 1 day, 19:54:19, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7510, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.6028 2022-02-09 20:31:50,311 - mmaction - INFO - Epoch [136][680/940] lr: 4.000e-02, eta: 1 day, 19:53:46, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7518, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.5968 2022-02-09 20:32:15,417 - mmaction - INFO - Epoch [136][700/940] lr: 4.000e-02, eta: 1 day, 19:53:13, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7459, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.5401 2022-02-09 20:32:40,552 - mmaction - INFO - Epoch [136][720/940] lr: 4.000e-02, eta: 1 day, 19:52:41, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7447, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.5405 2022-02-09 20:33:05,466 - mmaction - INFO - Epoch [136][740/940] lr: 4.000e-02, eta: 1 day, 19:52:08, time: 1.246, data_time: 0.077, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7566, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.5401 2022-02-09 20:33:30,225 - mmaction - INFO - Epoch [136][760/940] lr: 4.000e-02, eta: 1 day, 19:51:35, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5332, top5_acc: 0.7637, loss_cls: 1.9719, loss: 1.9719, grad_norm: 2.4694 2022-02-09 20:33:55,189 - mmaction - INFO - Epoch [136][780/940] lr: 4.000e-02, eta: 1 day, 19:51:02, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5391, top5_acc: 0.7604, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.5240 2022-02-09 20:34:19,809 - mmaction - INFO - Epoch [136][800/940] lr: 4.000e-02, eta: 1 day, 19:50:29, time: 1.231, data_time: 0.071, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7656, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.5622 2022-02-09 20:34:44,849 - mmaction - INFO - Epoch [136][820/940] lr: 4.000e-02, eta: 1 day, 19:49:57, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7551, loss_cls: 2.0628, loss: 2.0628, grad_norm: 2.5301 2022-02-09 20:35:09,885 - mmaction - INFO - Epoch [136][840/940] lr: 4.000e-02, eta: 1 day, 19:49:24, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7541, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5366 2022-02-09 20:35:34,724 - mmaction - INFO - Epoch [136][860/940] lr: 4.000e-02, eta: 1 day, 19:48:51, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7518, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.5488 2022-02-09 20:35:59,605 - mmaction - INFO - Epoch [136][880/940] lr: 4.000e-02, eta: 1 day, 19:48:18, time: 1.244, data_time: 0.074, memory: 9488, top1_acc: 0.5150, top5_acc: 0.7453, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.5710 2022-02-09 20:36:24,329 - mmaction - INFO - Epoch [136][900/940] lr: 4.000e-02, eta: 1 day, 19:47:45, time: 1.236, data_time: 0.057, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7572, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.5380 2022-02-09 20:36:49,285 - mmaction - INFO - Epoch [136][920/940] lr: 4.000e-02, eta: 1 day, 19:47:13, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7498, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.5407 2022-02-09 20:37:12,871 - mmaction - INFO - Epoch [136][940/940] lr: 4.000e-02, eta: 1 day, 19:46:38, time: 1.180, data_time: 0.046, memory: 9488, top1_acc: 0.5028, top5_acc: 0.7380, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.5807 2022-02-09 20:40:12,920 - mmaction - INFO - Epoch [137][20/940] lr: 4.000e-02, eta: 1 day, 19:50:02, time: 8.758, data_time: 6.838, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7637, loss_cls: 2.0177, loss: 2.0177, grad_norm: 2.4940 2022-02-09 20:40:36,320 - mmaction - INFO - Epoch [137][40/940] lr: 4.000e-02, eta: 1 day, 19:49:27, time: 1.171, data_time: 0.043, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7611, loss_cls: 2.0187, loss: 2.0187, grad_norm: 2.5411 2022-02-09 20:40:59,810 - mmaction - INFO - Epoch [137][60/940] lr: 4.000e-02, eta: 1 day, 19:48:52, time: 1.175, data_time: 0.038, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7617, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.5606 2022-02-09 20:41:23,941 - mmaction - INFO - Epoch [137][80/940] lr: 4.000e-02, eta: 1 day, 19:48:18, time: 1.206, data_time: 0.049, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7555, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.5303 2022-02-09 20:41:47,892 - mmaction - INFO - Epoch [137][100/940] lr: 4.000e-02, eta: 1 day, 19:47:44, time: 1.197, data_time: 0.047, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7580, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.5846 2022-02-09 20:42:11,943 - mmaction - INFO - Epoch [137][120/940] lr: 4.000e-02, eta: 1 day, 19:47:09, time: 1.203, data_time: 0.042, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7641, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.5094 2022-02-09 20:42:36,165 - mmaction - INFO - Epoch [137][140/940] lr: 4.000e-02, eta: 1 day, 19:46:36, time: 1.212, data_time: 0.051, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.5619 2022-02-09 20:43:00,365 - mmaction - INFO - Epoch [137][160/940] lr: 4.000e-02, eta: 1 day, 19:46:02, time: 1.209, data_time: 0.049, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7611, loss_cls: 2.0153, loss: 2.0153, grad_norm: 2.4969 2022-02-09 20:43:24,779 - mmaction - INFO - Epoch [137][180/940] lr: 4.000e-02, eta: 1 day, 19:45:28, time: 1.221, data_time: 0.046, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7461, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5380 2022-02-09 20:43:49,259 - mmaction - INFO - Epoch [137][200/940] lr: 4.000e-02, eta: 1 day, 19:44:55, time: 1.224, data_time: 0.053, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7498, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5887 2022-02-09 20:44:13,849 - mmaction - INFO - Epoch [137][220/940] lr: 4.000e-02, eta: 1 day, 19:44:21, time: 1.230, data_time: 0.057, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7463, loss_cls: 2.1029, loss: 2.1029, grad_norm: 2.5787 2022-02-09 20:44:38,381 - mmaction - INFO - Epoch [137][240/940] lr: 4.000e-02, eta: 1 day, 19:43:48, time: 1.227, data_time: 0.062, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7551, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.5533 2022-02-09 20:45:03,021 - mmaction - INFO - Epoch [137][260/940] lr: 4.000e-02, eta: 1 day, 19:43:15, time: 1.231, data_time: 0.052, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7584, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.5964 2022-02-09 20:45:27,422 - mmaction - INFO - Epoch [137][280/940] lr: 4.000e-02, eta: 1 day, 19:42:41, time: 1.219, data_time: 0.055, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7619, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.5506 2022-02-09 20:45:52,435 - mmaction - INFO - Epoch [137][300/940] lr: 4.000e-02, eta: 1 day, 19:42:09, time: 1.252, data_time: 0.053, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7496, loss_cls: 2.0676, loss: 2.0676, grad_norm: 2.5260 2022-02-09 20:46:17,232 - mmaction - INFO - Epoch [137][320/940] lr: 4.000e-02, eta: 1 day, 19:41:36, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7391, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.5705 2022-02-09 20:46:41,933 - mmaction - INFO - Epoch [137][340/940] lr: 4.000e-02, eta: 1 day, 19:41:03, time: 1.236, data_time: 0.056, memory: 9488, top1_acc: 0.5109, top5_acc: 0.7455, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.5789 2022-02-09 20:47:06,640 - mmaction - INFO - Epoch [137][360/940] lr: 4.000e-02, eta: 1 day, 19:40:29, time: 1.235, data_time: 0.060, memory: 9488, top1_acc: 0.5410, top5_acc: 0.7660, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.5439 2022-02-09 20:47:31,364 - mmaction - INFO - Epoch [137][380/940] lr: 4.000e-02, eta: 1 day, 19:39:56, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7457, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.5649 2022-02-09 20:47:56,089 - mmaction - INFO - Epoch [137][400/940] lr: 4.000e-02, eta: 1 day, 19:39:23, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7523, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.5625 2022-02-09 20:48:21,143 - mmaction - INFO - Epoch [137][420/940] lr: 4.000e-02, eta: 1 day, 19:38:51, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7592, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.5130 2022-02-09 20:48:45,677 - mmaction - INFO - Epoch [137][440/940] lr: 4.000e-02, eta: 1 day, 19:38:18, time: 1.227, data_time: 0.060, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7533, loss_cls: 2.0703, loss: 2.0703, grad_norm: 2.5262 2022-02-09 20:49:10,660 - mmaction - INFO - Epoch [137][460/940] lr: 4.000e-02, eta: 1 day, 19:37:45, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7562, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.5540 2022-02-09 20:49:35,859 - mmaction - INFO - Epoch [137][480/940] lr: 4.000e-02, eta: 1 day, 19:37:13, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.5467, top5_acc: 0.7617, loss_cls: 2.0061, loss: 2.0061, grad_norm: 2.5368 2022-02-09 20:50:00,778 - mmaction - INFO - Epoch [137][500/940] lr: 4.000e-02, eta: 1 day, 19:36:40, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.5135, top5_acc: 0.7506, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.6090 2022-02-09 20:50:26,098 - mmaction - INFO - Epoch [137][520/940] lr: 4.000e-02, eta: 1 day, 19:36:08, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7482, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.5235 2022-02-09 20:50:51,011 - mmaction - INFO - Epoch [137][540/940] lr: 4.000e-02, eta: 1 day, 19:35:35, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7598, loss_cls: 2.0424, loss: 2.0424, grad_norm: 2.6233 2022-02-09 20:51:15,733 - mmaction - INFO - Epoch [137][560/940] lr: 4.000e-02, eta: 1 day, 19:35:02, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7516, loss_cls: 2.0346, loss: 2.0346, grad_norm: 2.5602 2022-02-09 20:51:40,758 - mmaction - INFO - Epoch [137][580/940] lr: 4.000e-02, eta: 1 day, 19:34:30, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.5902 2022-02-09 20:52:05,822 - mmaction - INFO - Epoch [137][600/940] lr: 4.000e-02, eta: 1 day, 19:33:57, time: 1.253, data_time: 0.091, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7514, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.5536 2022-02-09 20:52:30,553 - mmaction - INFO - Epoch [137][620/940] lr: 4.000e-02, eta: 1 day, 19:33:24, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7527, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.5316 2022-02-09 20:52:55,415 - mmaction - INFO - Epoch [137][640/940] lr: 4.000e-02, eta: 1 day, 19:32:51, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7457, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.5606 2022-02-09 20:53:20,373 - mmaction - INFO - Epoch [137][660/940] lr: 4.000e-02, eta: 1 day, 19:32:19, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7441, loss_cls: 2.1131, loss: 2.1131, grad_norm: 2.5658 2022-02-09 20:53:45,077 - mmaction - INFO - Epoch [137][680/940] lr: 4.000e-02, eta: 1 day, 19:31:46, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7568, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.5585 2022-02-09 20:54:09,766 - mmaction - INFO - Epoch [137][700/940] lr: 4.000e-02, eta: 1 day, 19:31:13, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7535, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.5771 2022-02-09 20:54:34,742 - mmaction - INFO - Epoch [137][720/940] lr: 4.000e-02, eta: 1 day, 19:30:40, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7434, loss_cls: 2.1302, loss: 2.1302, grad_norm: 2.5884 2022-02-09 20:54:59,695 - mmaction - INFO - Epoch [137][740/940] lr: 4.000e-02, eta: 1 day, 19:30:08, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7543, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.5419 2022-02-09 20:55:24,817 - mmaction - INFO - Epoch [137][760/940] lr: 4.000e-02, eta: 1 day, 19:29:35, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7543, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.5390 2022-02-09 20:55:49,976 - mmaction - INFO - Epoch [137][780/940] lr: 4.000e-02, eta: 1 day, 19:29:03, time: 1.258, data_time: 0.053, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7535, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.5539 2022-02-09 20:56:14,865 - mmaction - INFO - Epoch [137][800/940] lr: 4.000e-02, eta: 1 day, 19:28:30, time: 1.245, data_time: 0.069, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7584, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.5049 2022-02-09 20:56:39,654 - mmaction - INFO - Epoch [137][820/940] lr: 4.000e-02, eta: 1 day, 19:27:57, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7641, loss_cls: 2.0204, loss: 2.0204, grad_norm: 2.5050 2022-02-09 20:57:04,886 - mmaction - INFO - Epoch [137][840/940] lr: 4.000e-02, eta: 1 day, 19:27:25, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7592, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.5611 2022-02-09 20:57:29,870 - mmaction - INFO - Epoch [137][860/940] lr: 4.000e-02, eta: 1 day, 19:26:53, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7539, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.5328 2022-02-09 20:57:55,175 - mmaction - INFO - Epoch [137][880/940] lr: 4.000e-02, eta: 1 day, 19:26:21, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7604, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.5628 2022-02-09 20:58:20,196 - mmaction - INFO - Epoch [137][900/940] lr: 4.000e-02, eta: 1 day, 19:25:48, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7539, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.5504 2022-02-09 20:58:45,025 - mmaction - INFO - Epoch [137][920/940] lr: 4.000e-02, eta: 1 day, 19:25:15, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7494, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.6043 2022-02-09 20:59:08,779 - mmaction - INFO - Epoch [137][940/940] lr: 4.000e-02, eta: 1 day, 19:24:41, time: 1.188, data_time: 0.057, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7502, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.5805 2022-02-09 21:02:03,444 - mmaction - INFO - Epoch [138][20/940] lr: 4.000e-02, eta: 1 day, 19:27:53, time: 8.500, data_time: 6.459, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7648, loss_cls: 1.9911, loss: 1.9911, grad_norm: 2.5345 2022-02-09 21:02:26,941 - mmaction - INFO - Epoch [138][40/940] lr: 4.000e-02, eta: 1 day, 19:27:18, time: 1.176, data_time: 0.050, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7492, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.5790 2022-02-09 21:02:50,804 - mmaction - INFO - Epoch [138][60/940] lr: 4.000e-02, eta: 1 day, 19:26:43, time: 1.193, data_time: 0.045, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7492, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.5785 2022-02-09 21:03:14,649 - mmaction - INFO - Epoch [138][80/940] lr: 4.000e-02, eta: 1 day, 19:26:09, time: 1.192, data_time: 0.045, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7555, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.5319 2022-02-09 21:03:39,014 - mmaction - INFO - Epoch [138][100/940] lr: 4.000e-02, eta: 1 day, 19:25:35, time: 1.218, data_time: 0.052, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7527, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.6458 2022-02-09 21:04:03,269 - mmaction - INFO - Epoch [138][120/940] lr: 4.000e-02, eta: 1 day, 19:25:02, time: 1.213, data_time: 0.044, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7658, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.5721 2022-02-09 21:04:27,613 - mmaction - INFO - Epoch [138][140/940] lr: 4.000e-02, eta: 1 day, 19:24:28, time: 1.218, data_time: 0.049, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7600, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.5291 2022-02-09 21:04:52,196 - mmaction - INFO - Epoch [138][160/940] lr: 4.000e-02, eta: 1 day, 19:23:55, time: 1.228, data_time: 0.058, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7588, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.4746 2022-02-09 21:05:16,712 - mmaction - INFO - Epoch [138][180/940] lr: 4.000e-02, eta: 1 day, 19:23:22, time: 1.226, data_time: 0.055, memory: 9488, top1_acc: 0.5445, top5_acc: 0.7656, loss_cls: 2.0019, loss: 2.0019, grad_norm: 2.5138 2022-02-09 21:05:41,563 - mmaction - INFO - Epoch [138][200/940] lr: 4.000e-02, eta: 1 day, 19:22:49, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7613, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.5188 2022-02-09 21:06:06,329 - mmaction - INFO - Epoch [138][220/940] lr: 4.000e-02, eta: 1 day, 19:22:16, time: 1.238, data_time: 0.056, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7510, loss_cls: 2.0930, loss: 2.0930, grad_norm: 2.5865 2022-02-09 21:06:31,127 - mmaction - INFO - Epoch [138][240/940] lr: 4.000e-02, eta: 1 day, 19:21:43, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.5113, top5_acc: 0.7486, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.5944 2022-02-09 21:06:55,666 - mmaction - INFO - Epoch [138][260/940] lr: 4.000e-02, eta: 1 day, 19:21:10, time: 1.227, data_time: 0.048, memory: 9488, top1_acc: 0.5396, top5_acc: 0.7670, loss_cls: 1.9847, loss: 1.9847, grad_norm: 2.5175 2022-02-09 21:07:20,418 - mmaction - INFO - Epoch [138][280/940] lr: 4.000e-02, eta: 1 day, 19:20:37, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7502, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5707 2022-02-09 21:07:45,245 - mmaction - INFO - Epoch [138][300/940] lr: 4.000e-02, eta: 1 day, 19:20:04, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5031 2022-02-09 21:08:10,317 - mmaction - INFO - Epoch [138][320/940] lr: 4.000e-02, eta: 1 day, 19:19:32, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.5281 2022-02-09 21:08:35,021 - mmaction - INFO - Epoch [138][340/940] lr: 4.000e-02, eta: 1 day, 19:18:59, time: 1.235, data_time: 0.061, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.6177 2022-02-09 21:08:59,594 - mmaction - INFO - Epoch [138][360/940] lr: 4.000e-02, eta: 1 day, 19:18:26, time: 1.229, data_time: 0.056, memory: 9488, top1_acc: 0.5373, top5_acc: 0.7527, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.5069 2022-02-09 21:09:24,810 - mmaction - INFO - Epoch [138][380/940] lr: 4.000e-02, eta: 1 day, 19:17:53, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7547, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.5641 2022-02-09 21:09:49,601 - mmaction - INFO - Epoch [138][400/940] lr: 4.000e-02, eta: 1 day, 19:17:21, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7609, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.5293 2022-02-09 21:10:14,640 - mmaction - INFO - Epoch [138][420/940] lr: 4.000e-02, eta: 1 day, 19:16:48, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5381, top5_acc: 0.7596, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.5543 2022-02-09 21:10:39,583 - mmaction - INFO - Epoch [138][440/940] lr: 4.000e-02, eta: 1 day, 19:16:16, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7508, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.5515 2022-02-09 21:11:04,378 - mmaction - INFO - Epoch [138][460/940] lr: 4.000e-02, eta: 1 day, 19:15:43, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7623, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5375 2022-02-09 21:11:29,308 - mmaction - INFO - Epoch [138][480/940] lr: 4.000e-02, eta: 1 day, 19:15:10, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7551, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.5657 2022-02-09 21:11:53,936 - mmaction - INFO - Epoch [138][500/940] lr: 4.000e-02, eta: 1 day, 19:14:37, time: 1.231, data_time: 0.063, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7564, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5725 2022-02-09 21:12:18,959 - mmaction - INFO - Epoch [138][520/940] lr: 4.000e-02, eta: 1 day, 19:14:05, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7469, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.5915 2022-02-09 21:12:44,142 - mmaction - INFO - Epoch [138][540/940] lr: 4.000e-02, eta: 1 day, 19:13:32, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7543, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.5853 2022-02-09 21:13:09,354 - mmaction - INFO - Epoch [138][560/940] lr: 4.000e-02, eta: 1 day, 19:13:00, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7469, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.6513 2022-02-09 21:13:34,585 - mmaction - INFO - Epoch [138][580/940] lr: 4.000e-02, eta: 1 day, 19:12:28, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.5412, top5_acc: 0.7627, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.5079 2022-02-09 21:13:59,477 - mmaction - INFO - Epoch [138][600/940] lr: 4.000e-02, eta: 1 day, 19:11:56, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7543, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.5471 2022-02-09 21:14:24,209 - mmaction - INFO - Epoch [138][620/940] lr: 4.000e-02, eta: 1 day, 19:11:23, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.5443, top5_acc: 0.7588, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.5556 2022-02-09 21:14:49,315 - mmaction - INFO - Epoch [138][640/940] lr: 4.000e-02, eta: 1 day, 19:10:50, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7520, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.5691 2022-02-09 21:15:14,018 - mmaction - INFO - Epoch [138][660/940] lr: 4.000e-02, eta: 1 day, 19:10:18, time: 1.235, data_time: 0.066, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7518, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.5731 2022-02-09 21:15:39,055 - mmaction - INFO - Epoch [138][680/940] lr: 4.000e-02, eta: 1 day, 19:09:45, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7393, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.5630 2022-02-09 21:16:04,077 - mmaction - INFO - Epoch [138][700/940] lr: 4.000e-02, eta: 1 day, 19:09:13, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7510, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.5966 2022-02-09 21:16:28,971 - mmaction - INFO - Epoch [138][720/940] lr: 4.000e-02, eta: 1 day, 19:08:40, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7521, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.5432 2022-02-09 21:16:53,940 - mmaction - INFO - Epoch [138][740/940] lr: 4.000e-02, eta: 1 day, 19:08:08, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.6183 2022-02-09 21:17:18,944 - mmaction - INFO - Epoch [138][760/940] lr: 4.000e-02, eta: 1 day, 19:07:35, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7520, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.5701 2022-02-09 21:17:43,988 - mmaction - INFO - Epoch [138][780/940] lr: 4.000e-02, eta: 1 day, 19:07:03, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7584, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.6038 2022-02-09 21:18:08,918 - mmaction - INFO - Epoch [138][800/940] lr: 4.000e-02, eta: 1 day, 19:06:30, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7488, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.5804 2022-02-09 21:18:33,488 - mmaction - INFO - Epoch [138][820/940] lr: 4.000e-02, eta: 1 day, 19:05:57, time: 1.228, data_time: 0.065, memory: 9488, top1_acc: 0.5383, top5_acc: 0.7607, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.5503 2022-02-09 21:18:58,263 - mmaction - INFO - Epoch [138][840/940] lr: 4.000e-02, eta: 1 day, 19:05:24, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7516, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.5537 2022-02-09 21:19:23,358 - mmaction - INFO - Epoch [138][860/940] lr: 4.000e-02, eta: 1 day, 19:04:52, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7576, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.6110 2022-02-09 21:19:48,492 - mmaction - INFO - Epoch [138][880/940] lr: 4.000e-02, eta: 1 day, 19:04:20, time: 1.257, data_time: 0.082, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7506, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.5450 2022-02-09 21:20:13,492 - mmaction - INFO - Epoch [138][900/940] lr: 4.000e-02, eta: 1 day, 19:03:48, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7441, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.6092 2022-02-09 21:20:38,441 - mmaction - INFO - Epoch [138][920/940] lr: 4.000e-02, eta: 1 day, 19:03:15, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7541, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.5753 2022-02-09 21:21:02,091 - mmaction - INFO - Epoch [138][940/940] lr: 4.000e-02, eta: 1 day, 19:02:41, time: 1.182, data_time: 0.058, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7502, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.6074 2022-02-09 21:23:55,343 - mmaction - INFO - Epoch [139][20/940] lr: 4.000e-02, eta: 1 day, 19:05:49, time: 8.552, data_time: 6.224, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7613, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.6093 2022-02-09 21:24:18,957 - mmaction - INFO - Epoch [139][40/940] lr: 4.000e-02, eta: 1 day, 19:05:15, time: 1.180, data_time: 0.049, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7488, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.5909 2022-02-09 21:24:42,937 - mmaction - INFO - Epoch [139][60/940] lr: 4.000e-02, eta: 1 day, 19:04:41, time: 1.199, data_time: 0.048, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7537, loss_cls: 2.0190, loss: 2.0190, grad_norm: 2.5244 2022-02-09 21:25:07,429 - mmaction - INFO - Epoch [139][80/940] lr: 4.000e-02, eta: 1 day, 19:04:07, time: 1.224, data_time: 0.050, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7498, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.5813 2022-02-09 21:25:32,138 - mmaction - INFO - Epoch [139][100/940] lr: 4.000e-02, eta: 1 day, 19:03:34, time: 1.235, data_time: 0.050, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7512, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.5800 2022-02-09 21:25:56,831 - mmaction - INFO - Epoch [139][120/940] lr: 4.000e-02, eta: 1 day, 19:03:01, time: 1.235, data_time: 0.058, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7475, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.5658 2022-02-09 21:26:21,510 - mmaction - INFO - Epoch [139][140/940] lr: 4.000e-02, eta: 1 day, 19:02:29, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7580, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.5535 2022-02-09 21:26:46,464 - mmaction - INFO - Epoch [139][160/940] lr: 4.000e-02, eta: 1 day, 19:01:56, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7586, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.5995 2022-02-09 21:27:11,495 - mmaction - INFO - Epoch [139][180/940] lr: 4.000e-02, eta: 1 day, 19:01:24, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7510, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.5940 2022-02-09 21:27:36,425 - mmaction - INFO - Epoch [139][200/940] lr: 4.000e-02, eta: 1 day, 19:00:51, time: 1.247, data_time: 0.055, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7539, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.5925 2022-02-09 21:28:01,315 - mmaction - INFO - Epoch [139][220/940] lr: 4.000e-02, eta: 1 day, 19:00:18, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7473, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.5851 2022-02-09 21:28:26,255 - mmaction - INFO - Epoch [139][240/940] lr: 4.000e-02, eta: 1 day, 18:59:46, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7566, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.5724 2022-02-09 21:28:51,504 - mmaction - INFO - Epoch [139][260/940] lr: 4.000e-02, eta: 1 day, 18:59:14, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7467, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.6149 2022-02-09 21:29:16,389 - mmaction - INFO - Epoch [139][280/940] lr: 4.000e-02, eta: 1 day, 18:58:41, time: 1.244, data_time: 0.069, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7502, loss_cls: 2.0665, loss: 2.0665, grad_norm: 2.5320 2022-02-09 21:29:41,340 - mmaction - INFO - Epoch [139][300/940] lr: 4.000e-02, eta: 1 day, 18:58:09, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7514, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.5203 2022-02-09 21:30:06,197 - mmaction - INFO - Epoch [139][320/940] lr: 4.000e-02, eta: 1 day, 18:57:36, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7604, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.5838 2022-02-09 21:30:31,243 - mmaction - INFO - Epoch [139][340/940] lr: 4.000e-02, eta: 1 day, 18:57:04, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7555, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.5895 2022-02-09 21:30:56,128 - mmaction - INFO - Epoch [139][360/940] lr: 4.000e-02, eta: 1 day, 18:56:31, time: 1.245, data_time: 0.074, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7611, loss_cls: 2.0367, loss: 2.0367, grad_norm: 2.5397 2022-02-09 21:31:21,138 - mmaction - INFO - Epoch [139][380/940] lr: 4.000e-02, eta: 1 day, 18:55:59, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7535, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.5385 2022-02-09 21:31:45,922 - mmaction - INFO - Epoch [139][400/940] lr: 4.000e-02, eta: 1 day, 18:55:26, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7512, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.5584 2022-02-09 21:32:10,843 - mmaction - INFO - Epoch [139][420/940] lr: 4.000e-02, eta: 1 day, 18:54:53, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7590, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.5837 2022-02-09 21:32:35,460 - mmaction - INFO - Epoch [139][440/940] lr: 4.000e-02, eta: 1 day, 18:54:21, time: 1.231, data_time: 0.067, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7588, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.5583 2022-02-09 21:33:00,396 - mmaction - INFO - Epoch [139][460/940] lr: 4.000e-02, eta: 1 day, 18:53:48, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7461, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.5792 2022-02-09 21:33:25,433 - mmaction - INFO - Epoch [139][480/940] lr: 4.000e-02, eta: 1 day, 18:53:16, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.5141, top5_acc: 0.7521, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.6034 2022-02-09 21:33:50,596 - mmaction - INFO - Epoch [139][500/940] lr: 4.000e-02, eta: 1 day, 18:52:44, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.5736 2022-02-09 21:34:15,561 - mmaction - INFO - Epoch [139][520/940] lr: 4.000e-02, eta: 1 day, 18:52:11, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7578, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.5848 2022-02-09 21:34:40,399 - mmaction - INFO - Epoch [139][540/940] lr: 4.000e-02, eta: 1 day, 18:51:38, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7426, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.5956 2022-02-09 21:35:05,315 - mmaction - INFO - Epoch [139][560/940] lr: 4.000e-02, eta: 1 day, 18:51:06, time: 1.246, data_time: 0.076, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7508, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.5822 2022-02-09 21:35:30,133 - mmaction - INFO - Epoch [139][580/940] lr: 4.000e-02, eta: 1 day, 18:50:33, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7578, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.5137 2022-02-09 21:35:54,725 - mmaction - INFO - Epoch [139][600/940] lr: 4.000e-02, eta: 1 day, 18:50:00, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7508, loss_cls: 2.0347, loss: 2.0347, grad_norm: 2.5135 2022-02-09 21:36:19,710 - mmaction - INFO - Epoch [139][620/940] lr: 4.000e-02, eta: 1 day, 18:49:28, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7549, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.5689 2022-02-09 21:36:44,511 - mmaction - INFO - Epoch [139][640/940] lr: 4.000e-02, eta: 1 day, 18:48:55, time: 1.240, data_time: 0.071, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7615, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.5775 2022-02-09 21:37:09,282 - mmaction - INFO - Epoch [139][660/940] lr: 4.000e-02, eta: 1 day, 18:48:23, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7473, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.6049 2022-02-09 21:37:34,106 - mmaction - INFO - Epoch [139][680/940] lr: 4.000e-02, eta: 1 day, 18:47:50, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7479, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.6082 2022-02-09 21:37:59,086 - mmaction - INFO - Epoch [139][700/940] lr: 4.000e-02, eta: 1 day, 18:47:18, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7604, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.5980 2022-02-09 21:38:23,874 - mmaction - INFO - Epoch [139][720/940] lr: 4.000e-02, eta: 1 day, 18:46:45, time: 1.239, data_time: 0.072, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7709, loss_cls: 1.9736, loss: 1.9736, grad_norm: 2.4783 2022-02-09 21:38:48,794 - mmaction - INFO - Epoch [139][740/940] lr: 4.000e-02, eta: 1 day, 18:46:13, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7576, loss_cls: 2.0259, loss: 2.0259, grad_norm: 2.5330 2022-02-09 21:39:13,804 - mmaction - INFO - Epoch [139][760/940] lr: 4.000e-02, eta: 1 day, 18:45:40, time: 1.250, data_time: 0.076, memory: 9488, top1_acc: 0.5146, top5_acc: 0.7574, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.5714 2022-02-09 21:39:38,844 - mmaction - INFO - Epoch [139][780/940] lr: 4.000e-02, eta: 1 day, 18:45:08, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7613, loss_cls: 2.0157, loss: 2.0157, grad_norm: 2.5080 2022-02-09 21:40:03,939 - mmaction - INFO - Epoch [139][800/940] lr: 4.000e-02, eta: 1 day, 18:44:36, time: 1.255, data_time: 0.076, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7584, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.5841 2022-02-09 21:40:28,763 - mmaction - INFO - Epoch [139][820/940] lr: 4.000e-02, eta: 1 day, 18:44:03, time: 1.241, data_time: 0.073, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7500, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5440 2022-02-09 21:40:53,526 - mmaction - INFO - Epoch [139][840/940] lr: 4.000e-02, eta: 1 day, 18:43:30, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.5703 2022-02-09 21:41:18,371 - mmaction - INFO - Epoch [139][860/940] lr: 4.000e-02, eta: 1 day, 18:42:58, time: 1.243, data_time: 0.073, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7518, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.5630 2022-02-09 21:41:43,295 - mmaction - INFO - Epoch [139][880/940] lr: 4.000e-02, eta: 1 day, 18:42:26, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7424, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.5132 2022-02-09 21:42:08,522 - mmaction - INFO - Epoch [139][900/940] lr: 4.000e-02, eta: 1 day, 18:41:54, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7596, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.5765 2022-02-09 21:42:33,498 - mmaction - INFO - Epoch [139][920/940] lr: 4.000e-02, eta: 1 day, 18:41:21, time: 1.249, data_time: 0.081, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7619, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.5946 2022-02-09 21:42:56,960 - mmaction - INFO - Epoch [139][940/940] lr: 4.000e-02, eta: 1 day, 18:40:47, time: 1.174, data_time: 0.069, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7433, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.6202 2022-02-09 21:46:00,861 - mmaction - INFO - Epoch [140][20/940] lr: 4.000e-02, eta: 1 day, 18:44:06, time: 9.074, data_time: 7.633, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7650, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.4918 2022-02-09 21:46:24,511 - mmaction - INFO - Epoch [140][40/940] lr: 4.000e-02, eta: 1 day, 18:43:32, time: 1.183, data_time: 0.051, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7549, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.5340 2022-02-09 21:46:48,206 - mmaction - INFO - Epoch [140][60/940] lr: 4.000e-02, eta: 1 day, 18:42:57, time: 1.185, data_time: 0.045, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7582, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.5221 2022-02-09 21:47:12,391 - mmaction - INFO - Epoch [140][80/940] lr: 4.000e-02, eta: 1 day, 18:42:24, time: 1.209, data_time: 0.045, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7645, loss_cls: 2.0205, loss: 2.0205, grad_norm: 2.5710 2022-02-09 21:47:36,729 - mmaction - INFO - Epoch [140][100/940] lr: 4.000e-02, eta: 1 day, 18:41:50, time: 1.216, data_time: 0.049, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7627, loss_cls: 2.0271, loss: 2.0271, grad_norm: 2.5230 2022-02-09 21:48:01,138 - mmaction - INFO - Epoch [140][120/940] lr: 4.000e-02, eta: 1 day, 18:41:17, time: 1.221, data_time: 0.049, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.5498 2022-02-09 21:48:25,763 - mmaction - INFO - Epoch [140][140/940] lr: 4.000e-02, eta: 1 day, 18:40:44, time: 1.231, data_time: 0.050, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7527, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.5831 2022-02-09 21:48:50,323 - mmaction - INFO - Epoch [140][160/940] lr: 4.000e-02, eta: 1 day, 18:40:11, time: 1.228, data_time: 0.056, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7535, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.6134 2022-02-09 21:49:14,905 - mmaction - INFO - Epoch [140][180/940] lr: 4.000e-02, eta: 1 day, 18:39:38, time: 1.229, data_time: 0.052, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7465, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.5796 2022-02-09 21:49:39,803 - mmaction - INFO - Epoch [140][200/940] lr: 4.000e-02, eta: 1 day, 18:39:06, time: 1.245, data_time: 0.055, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7596, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.5338 2022-02-09 21:50:04,733 - mmaction - INFO - Epoch [140][220/940] lr: 4.000e-02, eta: 1 day, 18:38:33, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7541, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.5642 2022-02-09 21:50:29,415 - mmaction - INFO - Epoch [140][240/940] lr: 4.000e-02, eta: 1 day, 18:38:00, time: 1.234, data_time: 0.060, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7561, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.6168 2022-02-09 21:50:54,275 - mmaction - INFO - Epoch [140][260/940] lr: 4.000e-02, eta: 1 day, 18:37:28, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7482, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.5700 2022-02-09 21:51:18,828 - mmaction - INFO - Epoch [140][280/940] lr: 4.000e-02, eta: 1 day, 18:36:55, time: 1.227, data_time: 0.069, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7637, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.5586 2022-02-09 21:51:43,640 - mmaction - INFO - Epoch [140][300/940] lr: 4.000e-02, eta: 1 day, 18:36:22, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7607, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.5998 2022-02-09 21:52:08,626 - mmaction - INFO - Epoch [140][320/940] lr: 4.000e-02, eta: 1 day, 18:35:50, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7488, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.5993 2022-02-09 21:52:33,629 - mmaction - INFO - Epoch [140][340/940] lr: 4.000e-02, eta: 1 day, 18:35:18, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7465, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.6212 2022-02-09 21:52:58,634 - mmaction - INFO - Epoch [140][360/940] lr: 4.000e-02, eta: 1 day, 18:34:45, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7510, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.5548 2022-02-09 21:53:23,541 - mmaction - INFO - Epoch [140][380/940] lr: 4.000e-02, eta: 1 day, 18:34:13, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7488, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.5649 2022-02-09 21:53:48,456 - mmaction - INFO - Epoch [140][400/940] lr: 4.000e-02, eta: 1 day, 18:33:40, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7580, loss_cls: 2.0334, loss: 2.0334, grad_norm: 2.5823 2022-02-09 21:54:13,345 - mmaction - INFO - Epoch [140][420/940] lr: 4.000e-02, eta: 1 day, 18:33:08, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7467, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.6538 2022-02-09 21:54:38,514 - mmaction - INFO - Epoch [140][440/940] lr: 4.000e-02, eta: 1 day, 18:32:36, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7529, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.6076 2022-02-09 21:55:03,478 - mmaction - INFO - Epoch [140][460/940] lr: 4.000e-02, eta: 1 day, 18:32:03, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.6419 2022-02-09 21:55:28,418 - mmaction - INFO - Epoch [140][480/940] lr: 4.000e-02, eta: 1 day, 18:31:31, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7588, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.6242 2022-02-09 21:55:53,171 - mmaction - INFO - Epoch [140][500/940] lr: 4.000e-02, eta: 1 day, 18:30:58, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7451, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.5830 2022-02-09 21:56:18,349 - mmaction - INFO - Epoch [140][520/940] lr: 4.000e-02, eta: 1 day, 18:30:26, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7508, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.6091 2022-02-09 21:56:43,590 - mmaction - INFO - Epoch [140][540/940] lr: 4.000e-02, eta: 1 day, 18:29:54, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7553, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.5654 2022-02-09 21:57:08,497 - mmaction - INFO - Epoch [140][560/940] lr: 4.000e-02, eta: 1 day, 18:29:22, time: 1.244, data_time: 0.082, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7602, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.5242 2022-02-09 21:57:33,443 - mmaction - INFO - Epoch [140][580/940] lr: 4.000e-02, eta: 1 day, 18:28:50, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7605, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.5557 2022-02-09 21:57:58,372 - mmaction - INFO - Epoch [140][600/940] lr: 4.000e-02, eta: 1 day, 18:28:17, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7564, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.5734 2022-02-09 21:58:23,116 - mmaction - INFO - Epoch [140][620/940] lr: 4.000e-02, eta: 1 day, 18:27:45, time: 1.237, data_time: 0.071, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7574, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.5986 2022-02-09 21:58:47,764 - mmaction - INFO - Epoch [140][640/940] lr: 4.000e-02, eta: 1 day, 18:27:12, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.5184, top5_acc: 0.7518, loss_cls: 2.0788, loss: 2.0788, grad_norm: 2.5776 2022-02-09 21:59:12,507 - mmaction - INFO - Epoch [140][660/940] lr: 4.000e-02, eta: 1 day, 18:26:39, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7512, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.5282 2022-02-09 21:59:37,380 - mmaction - INFO - Epoch [140][680/940] lr: 4.000e-02, eta: 1 day, 18:26:07, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7469, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.5512 2022-02-09 22:00:02,094 - mmaction - INFO - Epoch [140][700/940] lr: 4.000e-02, eta: 1 day, 18:25:34, time: 1.237, data_time: 0.070, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7535, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.5556 2022-02-09 22:00:27,089 - mmaction - INFO - Epoch [140][720/940] lr: 4.000e-02, eta: 1 day, 18:25:02, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5148, top5_acc: 0.7387, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.5659 2022-02-09 22:00:51,793 - mmaction - INFO - Epoch [140][740/940] lr: 4.000e-02, eta: 1 day, 18:24:29, time: 1.235, data_time: 0.067, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7604, loss_cls: 2.0139, loss: 2.0139, grad_norm: 2.5320 2022-02-09 22:01:16,428 - mmaction - INFO - Epoch [140][760/940] lr: 4.000e-02, eta: 1 day, 18:23:56, time: 1.231, data_time: 0.069, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7590, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.5220 2022-02-09 22:01:41,092 - mmaction - INFO - Epoch [140][780/940] lr: 4.000e-02, eta: 1 day, 18:23:24, time: 1.234, data_time: 0.064, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7627, loss_cls: 2.0216, loss: 2.0216, grad_norm: 2.5503 2022-02-09 22:02:06,284 - mmaction - INFO - Epoch [140][800/940] lr: 4.000e-02, eta: 1 day, 18:22:52, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7582, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.5410 2022-02-09 22:02:31,369 - mmaction - INFO - Epoch [140][820/940] lr: 4.000e-02, eta: 1 day, 18:22:19, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7684, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.5653 2022-02-09 22:02:56,027 - mmaction - INFO - Epoch [140][840/940] lr: 4.000e-02, eta: 1 day, 18:21:47, time: 1.233, data_time: 0.066, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7576, loss_cls: 2.0204, loss: 2.0204, grad_norm: 2.5631 2022-02-09 22:03:21,078 - mmaction - INFO - Epoch [140][860/940] lr: 4.000e-02, eta: 1 day, 18:21:15, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7492, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.5524 2022-02-09 22:03:45,750 - mmaction - INFO - Epoch [140][880/940] lr: 4.000e-02, eta: 1 day, 18:20:42, time: 1.233, data_time: 0.067, memory: 9488, top1_acc: 0.5119, top5_acc: 0.7500, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.5795 2022-02-09 22:04:10,667 - mmaction - INFO - Epoch [140][900/940] lr: 4.000e-02, eta: 1 day, 18:20:10, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7570, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.5590 2022-02-09 22:04:35,478 - mmaction - INFO - Epoch [140][920/940] lr: 4.000e-02, eta: 1 day, 18:19:37, time: 1.241, data_time: 0.072, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7682, loss_cls: 2.0072, loss: 2.0072, grad_norm: 2.5188 2022-02-09 22:04:59,063 - mmaction - INFO - Epoch [140][940/940] lr: 4.000e-02, eta: 1 day, 18:19:03, time: 1.179, data_time: 0.062, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7543, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.5698 2022-02-09 22:05:03,654 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-09 22:05:03,660 - mmaction - INFO - 110 BN found 2022-02-09 22:09:08,626 - mmaction - INFO - BN stats updated 2022-02-09 22:09:10,630 - mmaction - INFO - Saving checkpoint at 140 epochs 2022-02-09 22:12:52,021 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 22:12:52,732 - mmaction - INFO - top1_acc 0.5992 top5_acc 0.8292 2022-02-09 22:12:52,732 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 22:12:52,770 - mmaction - INFO - mean_acc 0.5991 2022-02-09 22:12:52,771 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_135.pth was removed 2022-02-09 22:12:54,119 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_140.pth. 2022-02-09 22:12:54,214 - mmaction - INFO - Best top1_acc is 0.5992 at 140 epoch. 2022-02-09 22:12:54,224 - mmaction - INFO - Epoch(val) [140][78] top1_acc: 0.5992, top5_acc: 0.8292, mean_class_accuracy: 0.5991 2022-02-09 22:15:47,357 - mmaction - INFO - Epoch [141][20/940] lr: 4.000e-02, eta: 1 day, 18:22:05, time: 8.653, data_time: 7.538, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7471, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.5753 2022-02-09 22:16:10,905 - mmaction - INFO - Epoch [141][40/940] lr: 4.000e-02, eta: 1 day, 18:21:31, time: 1.178, data_time: 0.053, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7617, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.5395 2022-02-09 22:16:34,422 - mmaction - INFO - Epoch [141][60/940] lr: 4.000e-02, eta: 1 day, 18:20:56, time: 1.176, data_time: 0.047, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7566, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.6023 2022-02-09 22:16:58,102 - mmaction - INFO - Epoch [141][80/940] lr: 4.000e-02, eta: 1 day, 18:20:22, time: 1.184, data_time: 0.050, memory: 9488, top1_acc: 0.5441, top5_acc: 0.7674, loss_cls: 2.0002, loss: 2.0002, grad_norm: 2.5594 2022-02-09 22:17:22,085 - mmaction - INFO - Epoch [141][100/940] lr: 4.000e-02, eta: 1 day, 18:19:48, time: 1.198, data_time: 0.062, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7535, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.5555 2022-02-09 22:17:46,417 - mmaction - INFO - Epoch [141][120/940] lr: 4.000e-02, eta: 1 day, 18:19:15, time: 1.217, data_time: 0.064, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7604, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.5799 2022-02-09 22:18:10,628 - mmaction - INFO - Epoch [141][140/940] lr: 4.000e-02, eta: 1 day, 18:18:42, time: 1.211, data_time: 0.057, memory: 9488, top1_acc: 0.5170, top5_acc: 0.7461, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.5788 2022-02-09 22:18:35,050 - mmaction - INFO - Epoch [141][160/940] lr: 4.000e-02, eta: 1 day, 18:18:09, time: 1.220, data_time: 0.059, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7531, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.5911 2022-02-09 22:18:59,372 - mmaction - INFO - Epoch [141][180/940] lr: 4.000e-02, eta: 1 day, 18:17:35, time: 1.216, data_time: 0.065, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7650, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.5963 2022-02-09 22:19:24,571 - mmaction - INFO - Epoch [141][200/940] lr: 4.000e-02, eta: 1 day, 18:17:03, time: 1.260, data_time: 0.108, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7559, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.5054 2022-02-09 22:19:48,911 - mmaction - INFO - Epoch [141][220/940] lr: 4.000e-02, eta: 1 day, 18:16:30, time: 1.217, data_time: 0.058, memory: 9488, top1_acc: 0.5400, top5_acc: 0.7637, loss_cls: 1.9968, loss: 1.9968, grad_norm: 2.5141 2022-02-09 22:20:13,558 - mmaction - INFO - Epoch [141][240/940] lr: 4.000e-02, eta: 1 day, 18:15:57, time: 1.233, data_time: 0.067, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7498, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.6287 2022-02-09 22:20:38,130 - mmaction - INFO - Epoch [141][260/940] lr: 4.000e-02, eta: 1 day, 18:15:25, time: 1.229, data_time: 0.068, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.5588 2022-02-09 22:21:02,685 - mmaction - INFO - Epoch [141][280/940] lr: 4.000e-02, eta: 1 day, 18:14:52, time: 1.227, data_time: 0.068, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7525, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.5471 2022-02-09 22:21:27,272 - mmaction - INFO - Epoch [141][300/940] lr: 4.000e-02, eta: 1 day, 18:14:19, time: 1.229, data_time: 0.067, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7566, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.5231 2022-02-09 22:21:52,087 - mmaction - INFO - Epoch [141][320/940] lr: 4.000e-02, eta: 1 day, 18:13:46, time: 1.241, data_time: 0.074, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7684, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.5798 2022-02-09 22:22:16,824 - mmaction - INFO - Epoch [141][340/940] lr: 4.000e-02, eta: 1 day, 18:13:14, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7646, loss_cls: 2.0146, loss: 2.0146, grad_norm: 2.6257 2022-02-09 22:22:41,425 - mmaction - INFO - Epoch [141][360/940] lr: 4.000e-02, eta: 1 day, 18:12:41, time: 1.231, data_time: 0.064, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7492, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.5536 2022-02-09 22:23:06,178 - mmaction - INFO - Epoch [141][380/940] lr: 4.000e-02, eta: 1 day, 18:12:08, time: 1.238, data_time: 0.069, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7555, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.5907 2022-02-09 22:23:30,789 - mmaction - INFO - Epoch [141][400/940] lr: 4.000e-02, eta: 1 day, 18:11:35, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.5770 2022-02-09 22:23:55,693 - mmaction - INFO - Epoch [141][420/940] lr: 4.000e-02, eta: 1 day, 18:11:03, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7537, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.5610 2022-02-09 22:24:20,314 - mmaction - INFO - Epoch [141][440/940] lr: 4.000e-02, eta: 1 day, 18:10:30, time: 1.231, data_time: 0.066, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7621, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.6036 2022-02-09 22:24:45,136 - mmaction - INFO - Epoch [141][460/940] lr: 4.000e-02, eta: 1 day, 18:09:58, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7510, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5690 2022-02-09 22:25:10,109 - mmaction - INFO - Epoch [141][480/940] lr: 4.000e-02, eta: 1 day, 18:09:26, time: 1.249, data_time: 0.077, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7479, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.5812 2022-02-09 22:25:34,902 - mmaction - INFO - Epoch [141][500/940] lr: 4.000e-02, eta: 1 day, 18:08:53, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.5359, top5_acc: 0.7553, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.5614 2022-02-09 22:25:59,631 - mmaction - INFO - Epoch [141][520/940] lr: 4.000e-02, eta: 1 day, 18:08:21, time: 1.236, data_time: 0.075, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7574, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.5302 2022-02-09 22:26:24,409 - mmaction - INFO - Epoch [141][540/940] lr: 4.000e-02, eta: 1 day, 18:07:48, time: 1.239, data_time: 0.068, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7496, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.5795 2022-02-09 22:26:49,272 - mmaction - INFO - Epoch [141][560/940] lr: 4.000e-02, eta: 1 day, 18:07:16, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.5205, top5_acc: 0.7443, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.5751 2022-02-09 22:27:14,462 - mmaction - INFO - Epoch [141][580/940] lr: 4.000e-02, eta: 1 day, 18:06:44, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7570, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.5675 2022-02-09 22:27:39,348 - mmaction - INFO - Epoch [141][600/940] lr: 4.000e-02, eta: 1 day, 18:06:11, time: 1.244, data_time: 0.069, memory: 9488, top1_acc: 0.5375, top5_acc: 0.7564, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.5971 2022-02-09 22:28:04,276 - mmaction - INFO - Epoch [141][620/940] lr: 4.000e-02, eta: 1 day, 18:05:39, time: 1.246, data_time: 0.074, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7576, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.5613 2022-02-09 22:28:29,281 - mmaction - INFO - Epoch [141][640/940] lr: 4.000e-02, eta: 1 day, 18:05:07, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7648, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.5567 2022-02-09 22:28:53,989 - mmaction - INFO - Epoch [141][660/940] lr: 4.000e-02, eta: 1 day, 18:04:34, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7496, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.5867 2022-02-09 22:29:18,757 - mmaction - INFO - Epoch [141][680/940] lr: 4.000e-02, eta: 1 day, 18:04:02, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7531, loss_cls: 2.0347, loss: 2.0347, grad_norm: 2.5323 2022-02-09 22:29:43,381 - mmaction - INFO - Epoch [141][700/940] lr: 4.000e-02, eta: 1 day, 18:03:29, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 2.0145, loss: 2.0145, grad_norm: 2.5442 2022-02-09 22:30:08,294 - mmaction - INFO - Epoch [141][720/940] lr: 4.000e-02, eta: 1 day, 18:02:57, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7611, loss_cls: 2.0211, loss: 2.0211, grad_norm: 2.5855 2022-02-09 22:30:33,019 - mmaction - INFO - Epoch [141][740/940] lr: 4.000e-02, eta: 1 day, 18:02:24, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7512, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.5773 2022-02-09 22:30:57,651 - mmaction - INFO - Epoch [141][760/940] lr: 4.000e-02, eta: 1 day, 18:01:52, time: 1.232, data_time: 0.058, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7549, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5952 2022-02-09 22:31:22,570 - mmaction - INFO - Epoch [141][780/940] lr: 4.000e-02, eta: 1 day, 18:01:19, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7520, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.5669 2022-02-09 22:31:47,225 - mmaction - INFO - Epoch [141][800/940] lr: 4.000e-02, eta: 1 day, 18:00:47, time: 1.233, data_time: 0.064, memory: 9488, top1_acc: 0.5199, top5_acc: 0.7492, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.5688 2022-02-09 22:32:12,229 - mmaction - INFO - Epoch [141][820/940] lr: 4.000e-02, eta: 1 day, 18:00:15, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.4709 2022-02-09 22:32:37,038 - mmaction - INFO - Epoch [141][840/940] lr: 4.000e-02, eta: 1 day, 17:59:42, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7580, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.5588 2022-02-09 22:33:02,089 - mmaction - INFO - Epoch [141][860/940] lr: 4.000e-02, eta: 1 day, 17:59:10, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7523, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.5254 2022-02-09 22:33:26,757 - mmaction - INFO - Epoch [141][880/940] lr: 4.000e-02, eta: 1 day, 17:58:38, time: 1.233, data_time: 0.074, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5897 2022-02-09 22:33:51,587 - mmaction - INFO - Epoch [141][900/940] lr: 4.000e-02, eta: 1 day, 17:58:05, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7508, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5744 2022-02-09 22:34:16,523 - mmaction - INFO - Epoch [141][920/940] lr: 4.000e-02, eta: 1 day, 17:57:33, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7529, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.5633 2022-02-09 22:34:40,254 - mmaction - INFO - Epoch [141][940/940] lr: 4.000e-02, eta: 1 day, 17:56:59, time: 1.187, data_time: 0.063, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7601, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.6122 2022-02-09 22:37:46,697 - mmaction - INFO - Epoch [142][20/940] lr: 4.000e-02, eta: 1 day, 18:00:05, time: 8.940, data_time: 6.886, memory: 9488, top1_acc: 0.5486, top5_acc: 0.7627, loss_cls: 1.9917, loss: 1.9917, grad_norm: 2.5677 2022-02-09 22:38:10,705 - mmaction - INFO - Epoch [142][40/940] lr: 4.000e-02, eta: 1 day, 17:59:32, time: 1.202, data_time: 0.050, memory: 9488, top1_acc: 0.5398, top5_acc: 0.7670, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.5472 2022-02-09 22:38:34,389 - mmaction - INFO - Epoch [142][60/940] lr: 4.000e-02, eta: 1 day, 17:58:58, time: 1.184, data_time: 0.046, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7523, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.5528 2022-02-09 22:38:58,358 - mmaction - INFO - Epoch [142][80/940] lr: 4.000e-02, eta: 1 day, 17:58:24, time: 1.198, data_time: 0.047, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7592, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.5920 2022-02-09 22:39:22,555 - mmaction - INFO - Epoch [142][100/940] lr: 4.000e-02, eta: 1 day, 17:57:51, time: 1.210, data_time: 0.051, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7566, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.5973 2022-02-09 22:39:46,663 - mmaction - INFO - Epoch [142][120/940] lr: 4.000e-02, eta: 1 day, 17:57:17, time: 1.206, data_time: 0.052, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7580, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.5345 2022-02-09 22:40:10,819 - mmaction - INFO - Epoch [142][140/940] lr: 4.000e-02, eta: 1 day, 17:56:44, time: 1.207, data_time: 0.052, memory: 9488, top1_acc: 0.5207, top5_acc: 0.7580, loss_cls: 2.0642, loss: 2.0642, grad_norm: 2.5411 2022-02-09 22:40:35,363 - mmaction - INFO - Epoch [142][160/940] lr: 4.000e-02, eta: 1 day, 17:56:11, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7561, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.5644 2022-02-09 22:40:59,982 - mmaction - INFO - Epoch [142][180/940] lr: 4.000e-02, eta: 1 day, 17:55:38, time: 1.231, data_time: 0.057, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7521, loss_cls: 2.0737, loss: 2.0737, grad_norm: 2.5819 2022-02-09 22:41:24,743 - mmaction - INFO - Epoch [142][200/940] lr: 4.000e-02, eta: 1 day, 17:55:06, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7605, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.5408 2022-02-09 22:41:49,345 - mmaction - INFO - Epoch [142][220/940] lr: 4.000e-02, eta: 1 day, 17:54:33, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7617, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.5920 2022-02-09 22:42:14,125 - mmaction - INFO - Epoch [142][240/940] lr: 4.000e-02, eta: 1 day, 17:54:00, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7570, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.6056 2022-02-09 22:42:38,717 - mmaction - INFO - Epoch [142][260/940] lr: 4.000e-02, eta: 1 day, 17:53:28, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7641, loss_cls: 2.0352, loss: 2.0352, grad_norm: 2.5796 2022-02-09 22:43:03,762 - mmaction - INFO - Epoch [142][280/940] lr: 4.000e-02, eta: 1 day, 17:52:56, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7547, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.6184 2022-02-09 22:43:28,265 - mmaction - INFO - Epoch [142][300/940] lr: 4.000e-02, eta: 1 day, 17:52:23, time: 1.225, data_time: 0.061, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7660, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.5917 2022-02-09 22:43:52,899 - mmaction - INFO - Epoch [142][320/940] lr: 4.000e-02, eta: 1 day, 17:51:50, time: 1.232, data_time: 0.063, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7492, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.5913 2022-02-09 22:44:17,810 - mmaction - INFO - Epoch [142][340/940] lr: 4.000e-02, eta: 1 day, 17:51:18, time: 1.245, data_time: 0.058, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7596, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.5729 2022-02-09 22:44:42,436 - mmaction - INFO - Epoch [142][360/940] lr: 4.000e-02, eta: 1 day, 17:50:45, time: 1.231, data_time: 0.067, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7641, loss_cls: 2.0057, loss: 2.0057, grad_norm: 2.5575 2022-02-09 22:45:07,004 - mmaction - INFO - Epoch [142][380/940] lr: 4.000e-02, eta: 1 day, 17:50:12, time: 1.228, data_time: 0.062, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7607, loss_cls: 2.0138, loss: 2.0138, grad_norm: 2.5693 2022-02-09 22:45:31,589 - mmaction - INFO - Epoch [142][400/940] lr: 4.000e-02, eta: 1 day, 17:49:40, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7598, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.5609 2022-02-09 22:45:56,500 - mmaction - INFO - Epoch [142][420/940] lr: 4.000e-02, eta: 1 day, 17:49:07, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7555, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.5525 2022-02-09 22:46:21,100 - mmaction - INFO - Epoch [142][440/940] lr: 4.000e-02, eta: 1 day, 17:48:35, time: 1.229, data_time: 0.064, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7547, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.5628 2022-02-09 22:46:46,102 - mmaction - INFO - Epoch [142][460/940] lr: 4.000e-02, eta: 1 day, 17:48:03, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5354, top5_acc: 0.7699, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.5723 2022-02-09 22:47:11,312 - mmaction - INFO - Epoch [142][480/940] lr: 4.000e-02, eta: 1 day, 17:47:31, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7588, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5708 2022-02-09 22:47:36,502 - mmaction - INFO - Epoch [142][500/940] lr: 4.000e-02, eta: 1 day, 17:46:59, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7568, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.6282 2022-02-09 22:48:01,590 - mmaction - INFO - Epoch [142][520/940] lr: 4.000e-02, eta: 1 day, 17:46:27, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7604, loss_cls: 2.0048, loss: 2.0048, grad_norm: 2.5133 2022-02-09 22:48:26,481 - mmaction - INFO - Epoch [142][540/940] lr: 4.000e-02, eta: 1 day, 17:45:55, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7508, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.5892 2022-02-09 22:48:51,679 - mmaction - INFO - Epoch [142][560/940] lr: 4.000e-02, eta: 1 day, 17:45:23, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7559, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.5901 2022-02-09 22:49:16,526 - mmaction - INFO - Epoch [142][580/940] lr: 4.000e-02, eta: 1 day, 17:44:51, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.5359, top5_acc: 0.7598, loss_cls: 2.0216, loss: 2.0216, grad_norm: 2.5778 2022-02-09 22:49:41,597 - mmaction - INFO - Epoch [142][600/940] lr: 4.000e-02, eta: 1 day, 17:44:19, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7529, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.5770 2022-02-09 22:50:06,615 - mmaction - INFO - Epoch [142][620/940] lr: 4.000e-02, eta: 1 day, 17:43:47, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.6107 2022-02-09 22:50:31,813 - mmaction - INFO - Epoch [142][640/940] lr: 4.000e-02, eta: 1 day, 17:43:15, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7480, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.5830 2022-02-09 22:50:56,848 - mmaction - INFO - Epoch [142][660/940] lr: 4.000e-02, eta: 1 day, 17:42:43, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7609, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5810 2022-02-09 22:51:21,878 - mmaction - INFO - Epoch [142][680/940] lr: 4.000e-02, eta: 1 day, 17:42:11, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7553, loss_cls: 2.0399, loss: 2.0399, grad_norm: 2.6199 2022-02-09 22:51:47,120 - mmaction - INFO - Epoch [142][700/940] lr: 4.000e-02, eta: 1 day, 17:41:39, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7607, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.5946 2022-02-09 22:52:11,911 - mmaction - INFO - Epoch [142][720/940] lr: 4.000e-02, eta: 1 day, 17:41:07, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7490, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.5838 2022-02-09 22:52:36,716 - mmaction - INFO - Epoch [142][740/940] lr: 4.000e-02, eta: 1 day, 17:40:34, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.5682 2022-02-09 22:53:01,662 - mmaction - INFO - Epoch [142][760/940] lr: 4.000e-02, eta: 1 day, 17:40:02, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7521, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.5996 2022-02-09 22:53:26,671 - mmaction - INFO - Epoch [142][780/940] lr: 4.000e-02, eta: 1 day, 17:39:30, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7656, loss_cls: 2.0018, loss: 2.0018, grad_norm: 2.6167 2022-02-09 22:53:51,497 - mmaction - INFO - Epoch [142][800/940] lr: 4.000e-02, eta: 1 day, 17:38:58, time: 1.242, data_time: 0.072, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7537, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.6107 2022-02-09 22:54:16,503 - mmaction - INFO - Epoch [142][820/940] lr: 4.000e-02, eta: 1 day, 17:38:26, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7584, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.5967 2022-02-09 22:54:41,286 - mmaction - INFO - Epoch [142][840/940] lr: 4.000e-02, eta: 1 day, 17:37:53, time: 1.239, data_time: 0.068, memory: 9488, top1_acc: 0.5154, top5_acc: 0.7555, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.5823 2022-02-09 22:55:06,332 - mmaction - INFO - Epoch [142][860/940] lr: 4.000e-02, eta: 1 day, 17:37:21, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7609, loss_cls: 2.0337, loss: 2.0337, grad_norm: 2.5398 2022-02-09 22:55:31,377 - mmaction - INFO - Epoch [142][880/940] lr: 4.000e-02, eta: 1 day, 17:36:49, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7475, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.6103 2022-02-09 22:55:56,276 - mmaction - INFO - Epoch [142][900/940] lr: 4.000e-02, eta: 1 day, 17:36:17, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7475, loss_cls: 2.0848, loss: 2.0848, grad_norm: 2.5804 2022-02-09 22:56:21,102 - mmaction - INFO - Epoch [142][920/940] lr: 4.000e-02, eta: 1 day, 17:35:45, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.5232, top5_acc: 0.7473, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.5498 2022-02-09 22:56:44,742 - mmaction - INFO - Epoch [142][940/940] lr: 4.000e-02, eta: 1 day, 17:35:11, time: 1.182, data_time: 0.062, memory: 9488, top1_acc: 0.5333, top5_acc: 0.7581, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.5689 2022-02-09 23:00:25,773 - mmaction - INFO - Epoch [143][20/940] lr: 4.000e-02, eta: 1 day, 17:39:04, time: 10.774, data_time: 8.269, memory: 9488, top1_acc: 0.5406, top5_acc: 0.7617, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.5412 2022-02-09 23:00:49,169 - mmaction - INFO - Epoch [143][40/940] lr: 4.000e-02, eta: 1 day, 17:38:29, time: 1.170, data_time: 0.044, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7543, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.6237 2022-02-09 23:01:12,742 - mmaction - INFO - Epoch [143][60/940] lr: 4.000e-02, eta: 1 day, 17:37:55, time: 1.180, data_time: 0.046, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7557, loss_cls: 2.0507, loss: 2.0507, grad_norm: 2.6013 2022-02-09 23:01:36,634 - mmaction - INFO - Epoch [143][80/940] lr: 4.000e-02, eta: 1 day, 17:37:21, time: 1.194, data_time: 0.047, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7592, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.5392 2022-02-09 23:02:00,405 - mmaction - INFO - Epoch [143][100/940] lr: 4.000e-02, eta: 1 day, 17:36:48, time: 1.188, data_time: 0.047, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7584, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.5877 2022-02-09 23:02:24,476 - mmaction - INFO - Epoch [143][120/940] lr: 4.000e-02, eta: 1 day, 17:36:14, time: 1.204, data_time: 0.050, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7625, loss_cls: 2.0158, loss: 2.0158, grad_norm: 2.5687 2022-02-09 23:02:48,964 - mmaction - INFO - Epoch [143][140/940] lr: 4.000e-02, eta: 1 day, 17:35:41, time: 1.225, data_time: 0.053, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7641, loss_cls: 2.0163, loss: 2.0163, grad_norm: 2.6122 2022-02-09 23:03:13,593 - mmaction - INFO - Epoch [143][160/940] lr: 4.000e-02, eta: 1 day, 17:35:09, time: 1.231, data_time: 0.051, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7604, loss_cls: 2.0267, loss: 2.0267, grad_norm: 2.5915 2022-02-09 23:03:38,073 - mmaction - INFO - Epoch [143][180/940] lr: 4.000e-02, eta: 1 day, 17:34:36, time: 1.223, data_time: 0.052, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7475, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.6503 2022-02-09 23:04:02,793 - mmaction - INFO - Epoch [143][200/940] lr: 4.000e-02, eta: 1 day, 17:34:03, time: 1.236, data_time: 0.053, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7631, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.6212 2022-02-09 23:04:27,663 - mmaction - INFO - Epoch [143][220/940] lr: 4.000e-02, eta: 1 day, 17:33:31, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7553, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.6315 2022-02-09 23:04:52,275 - mmaction - INFO - Epoch [143][240/940] lr: 4.000e-02, eta: 1 day, 17:32:58, time: 1.231, data_time: 0.064, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.6272 2022-02-09 23:05:16,919 - mmaction - INFO - Epoch [143][260/940] lr: 4.000e-02, eta: 1 day, 17:32:26, time: 1.232, data_time: 0.057, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7545, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.6024 2022-02-09 23:05:41,608 - mmaction - INFO - Epoch [143][280/940] lr: 4.000e-02, eta: 1 day, 17:31:53, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7562, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.5610 2022-02-09 23:06:06,524 - mmaction - INFO - Epoch [143][300/940] lr: 4.000e-02, eta: 1 day, 17:31:21, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7643, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.5192 2022-02-09 23:06:31,162 - mmaction - INFO - Epoch [143][320/940] lr: 4.000e-02, eta: 1 day, 17:30:49, time: 1.232, data_time: 0.057, memory: 9488, top1_acc: 0.5494, top5_acc: 0.7676, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.5641 2022-02-09 23:06:55,750 - mmaction - INFO - Epoch [143][340/940] lr: 4.000e-02, eta: 1 day, 17:30:16, time: 1.229, data_time: 0.059, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7406, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.5978 2022-02-09 23:07:20,480 - mmaction - INFO - Epoch [143][360/940] lr: 4.000e-02, eta: 1 day, 17:29:43, time: 1.237, data_time: 0.060, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7701, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.6202 2022-02-09 23:07:45,136 - mmaction - INFO - Epoch [143][380/940] lr: 4.000e-02, eta: 1 day, 17:29:11, time: 1.233, data_time: 0.059, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7574, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.5233 2022-02-09 23:08:09,857 - mmaction - INFO - Epoch [143][400/940] lr: 4.000e-02, eta: 1 day, 17:28:38, time: 1.236, data_time: 0.053, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7635, loss_cls: 2.0317, loss: 2.0317, grad_norm: 2.5495 2022-02-09 23:08:34,689 - mmaction - INFO - Epoch [143][420/940] lr: 4.000e-02, eta: 1 day, 17:28:06, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7641, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.5365 2022-02-09 23:08:59,384 - mmaction - INFO - Epoch [143][440/940] lr: 4.000e-02, eta: 1 day, 17:27:34, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7648, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.5582 2022-02-09 23:09:23,997 - mmaction - INFO - Epoch [143][460/940] lr: 4.000e-02, eta: 1 day, 17:27:01, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7584, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.6305 2022-02-09 23:09:48,584 - mmaction - INFO - Epoch [143][480/940] lr: 4.000e-02, eta: 1 day, 17:26:28, time: 1.229, data_time: 0.055, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7578, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.5655 2022-02-09 23:10:13,432 - mmaction - INFO - Epoch [143][500/940] lr: 4.000e-02, eta: 1 day, 17:25:56, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7510, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.5723 2022-02-09 23:10:38,182 - mmaction - INFO - Epoch [143][520/940] lr: 4.000e-02, eta: 1 day, 17:25:24, time: 1.237, data_time: 0.058, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7604, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.6093 2022-02-09 23:11:02,881 - mmaction - INFO - Epoch [143][540/940] lr: 4.000e-02, eta: 1 day, 17:24:51, time: 1.235, data_time: 0.050, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7557, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.5456 2022-02-09 23:11:27,468 - mmaction - INFO - Epoch [143][560/940] lr: 4.000e-02, eta: 1 day, 17:24:19, time: 1.229, data_time: 0.056, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7496, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.6341 2022-02-09 23:11:52,417 - mmaction - INFO - Epoch [143][580/940] lr: 4.000e-02, eta: 1 day, 17:23:47, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.5430, top5_acc: 0.7604, loss_cls: 2.0188, loss: 2.0188, grad_norm: 2.5732 2022-02-09 23:12:17,063 - mmaction - INFO - Epoch [143][600/940] lr: 4.000e-02, eta: 1 day, 17:23:14, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7545, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.5545 2022-02-09 23:12:41,585 - mmaction - INFO - Epoch [143][620/940] lr: 4.000e-02, eta: 1 day, 17:22:41, time: 1.226, data_time: 0.061, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0905, loss: 2.0905, grad_norm: 2.6237 2022-02-09 23:13:06,275 - mmaction - INFO - Epoch [143][640/940] lr: 4.000e-02, eta: 1 day, 17:22:09, time: 1.234, data_time: 0.058, memory: 9488, top1_acc: 0.5174, top5_acc: 0.7461, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.6047 2022-02-09 23:13:30,962 - mmaction - INFO - Epoch [143][660/940] lr: 4.000e-02, eta: 1 day, 17:21:37, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7609, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.5705 2022-02-09 23:13:55,756 - mmaction - INFO - Epoch [143][680/940] lr: 4.000e-02, eta: 1 day, 17:21:04, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7633, loss_cls: 2.0502, loss: 2.0502, grad_norm: 2.5702 2022-02-09 23:14:20,640 - mmaction - INFO - Epoch [143][700/940] lr: 4.000e-02, eta: 1 day, 17:20:32, time: 1.244, data_time: 0.057, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7592, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.5529 2022-02-09 23:14:45,339 - mmaction - INFO - Epoch [143][720/940] lr: 4.000e-02, eta: 1 day, 17:20:00, time: 1.236, data_time: 0.052, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7566, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.6269 2022-02-09 23:15:10,270 - mmaction - INFO - Epoch [143][740/940] lr: 4.000e-02, eta: 1 day, 17:19:28, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7516, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.5973 2022-02-09 23:15:35,286 - mmaction - INFO - Epoch [143][760/940] lr: 4.000e-02, eta: 1 day, 17:18:56, time: 1.251, data_time: 0.057, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7490, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.5629 2022-02-09 23:16:00,069 - mmaction - INFO - Epoch [143][780/940] lr: 4.000e-02, eta: 1 day, 17:18:23, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7607, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.6139 2022-02-09 23:16:25,070 - mmaction - INFO - Epoch [143][800/940] lr: 4.000e-02, eta: 1 day, 17:17:51, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7479, loss_cls: 2.0557, loss: 2.0557, grad_norm: 2.6023 2022-02-09 23:16:50,068 - mmaction - INFO - Epoch [143][820/940] lr: 4.000e-02, eta: 1 day, 17:17:19, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.5881 2022-02-09 23:17:15,044 - mmaction - INFO - Epoch [143][840/940] lr: 4.000e-02, eta: 1 day, 17:16:47, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7619, loss_cls: 2.0376, loss: 2.0376, grad_norm: 2.6165 2022-02-09 23:17:40,005 - mmaction - INFO - Epoch [143][860/940] lr: 4.000e-02, eta: 1 day, 17:16:15, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7475, loss_cls: 2.0998, loss: 2.0998, grad_norm: 2.5908 2022-02-09 23:18:04,901 - mmaction - INFO - Epoch [143][880/940] lr: 4.000e-02, eta: 1 day, 17:15:43, time: 1.245, data_time: 0.058, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7482, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.5908 2022-02-09 23:18:29,814 - mmaction - INFO - Epoch [143][900/940] lr: 4.000e-02, eta: 1 day, 17:15:11, time: 1.246, data_time: 0.056, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7588, loss_cls: 2.0227, loss: 2.0227, grad_norm: 2.5364 2022-02-09 23:18:54,857 - mmaction - INFO - Epoch [143][920/940] lr: 4.000e-02, eta: 1 day, 17:14:39, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7525, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.5846 2022-02-09 23:19:18,845 - mmaction - INFO - Epoch [143][940/940] lr: 4.000e-02, eta: 1 day, 17:14:06, time: 1.200, data_time: 0.058, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7474, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.6274 2022-02-09 23:22:20,630 - mmaction - INFO - Epoch [144][20/940] lr: 4.000e-02, eta: 1 day, 17:17:02, time: 8.899, data_time: 7.608, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7516, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.5679 2022-02-09 23:22:44,056 - mmaction - INFO - Epoch [144][40/940] lr: 4.000e-02, eta: 1 day, 17:16:28, time: 1.171, data_time: 0.048, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7648, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.5484 2022-02-09 23:23:07,699 - mmaction - INFO - Epoch [144][60/940] lr: 4.000e-02, eta: 1 day, 17:15:54, time: 1.183, data_time: 0.042, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7639, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.5484 2022-02-09 23:23:31,401 - mmaction - INFO - Epoch [144][80/940] lr: 4.000e-02, eta: 1 day, 17:15:20, time: 1.184, data_time: 0.045, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7584, loss_cls: 2.0163, loss: 2.0163, grad_norm: 2.5933 2022-02-09 23:23:55,431 - mmaction - INFO - Epoch [144][100/940] lr: 4.000e-02, eta: 1 day, 17:14:47, time: 1.201, data_time: 0.049, memory: 9488, top1_acc: 0.5408, top5_acc: 0.7717, loss_cls: 1.9729, loss: 1.9729, grad_norm: 2.5954 2022-02-09 23:24:19,751 - mmaction - INFO - Epoch [144][120/940] lr: 4.000e-02, eta: 1 day, 17:14:14, time: 1.216, data_time: 0.059, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7650, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.5855 2022-02-09 23:24:44,362 - mmaction - INFO - Epoch [144][140/940] lr: 4.000e-02, eta: 1 day, 17:13:41, time: 1.231, data_time: 0.057, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7598, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.5642 2022-02-09 23:25:08,990 - mmaction - INFO - Epoch [144][160/940] lr: 4.000e-02, eta: 1 day, 17:13:09, time: 1.231, data_time: 0.061, memory: 9488, top1_acc: 0.5332, top5_acc: 0.7650, loss_cls: 2.0275, loss: 2.0275, grad_norm: 2.5836 2022-02-09 23:25:33,384 - mmaction - INFO - Epoch [144][180/940] lr: 4.000e-02, eta: 1 day, 17:12:36, time: 1.220, data_time: 0.059, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7646, loss_cls: 2.0141, loss: 2.0141, grad_norm: 2.6018 2022-02-09 23:25:57,939 - mmaction - INFO - Epoch [144][200/940] lr: 4.000e-02, eta: 1 day, 17:12:03, time: 1.228, data_time: 0.067, memory: 9488, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0832, loss: 2.0832, grad_norm: 2.6640 2022-02-09 23:26:22,609 - mmaction - INFO - Epoch [144][220/940] lr: 4.000e-02, eta: 1 day, 17:11:31, time: 1.233, data_time: 0.061, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7615, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.5504 2022-02-09 23:26:47,301 - mmaction - INFO - Epoch [144][240/940] lr: 4.000e-02, eta: 1 day, 17:10:58, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7623, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.5720 2022-02-09 23:27:12,085 - mmaction - INFO - Epoch [144][260/940] lr: 4.000e-02, eta: 1 day, 17:10:26, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7641, loss_cls: 1.9957, loss: 1.9957, grad_norm: 2.6040 2022-02-09 23:27:36,620 - mmaction - INFO - Epoch [144][280/940] lr: 4.000e-02, eta: 1 day, 17:09:53, time: 1.227, data_time: 0.062, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7576, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.5912 2022-02-09 23:28:01,501 - mmaction - INFO - Epoch [144][300/940] lr: 4.000e-02, eta: 1 day, 17:09:21, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.5398, top5_acc: 0.7613, loss_cls: 1.9897, loss: 1.9897, grad_norm: 2.5781 2022-02-09 23:28:26,200 - mmaction - INFO - Epoch [144][320/940] lr: 4.000e-02, eta: 1 day, 17:08:49, time: 1.235, data_time: 0.073, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7549, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.7001 2022-02-09 23:28:50,926 - mmaction - INFO - Epoch [144][340/940] lr: 4.000e-02, eta: 1 day, 17:08:16, time: 1.236, data_time: 0.059, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7572, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.5697 2022-02-09 23:29:15,893 - mmaction - INFO - Epoch [144][360/940] lr: 4.000e-02, eta: 1 day, 17:07:44, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7600, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.5680 2022-02-09 23:29:40,847 - mmaction - INFO - Epoch [144][380/940] lr: 4.000e-02, eta: 1 day, 17:07:12, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7602, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.6054 2022-02-09 23:30:05,725 - mmaction - INFO - Epoch [144][400/940] lr: 4.000e-02, eta: 1 day, 17:06:40, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7645, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.5146 2022-02-09 23:30:30,883 - mmaction - INFO - Epoch [144][420/940] lr: 4.000e-02, eta: 1 day, 17:06:08, time: 1.259, data_time: 0.062, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7549, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.5905 2022-02-09 23:30:55,675 - mmaction - INFO - Epoch [144][440/940] lr: 4.000e-02, eta: 1 day, 17:05:36, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.5143, top5_acc: 0.7463, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.6229 2022-02-09 23:31:20,504 - mmaction - INFO - Epoch [144][460/940] lr: 4.000e-02, eta: 1 day, 17:05:04, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7484, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.5563 2022-02-09 23:31:45,490 - mmaction - INFO - Epoch [144][480/940] lr: 4.000e-02, eta: 1 day, 17:04:32, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7602, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.5442 2022-02-09 23:32:09,990 - mmaction - INFO - Epoch [144][500/940] lr: 4.000e-02, eta: 1 day, 17:03:59, time: 1.226, data_time: 0.063, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7553, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.5736 2022-02-09 23:32:35,103 - mmaction - INFO - Epoch [144][520/940] lr: 4.000e-02, eta: 1 day, 17:03:27, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7617, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.5461 2022-02-09 23:32:59,768 - mmaction - INFO - Epoch [144][540/940] lr: 4.000e-02, eta: 1 day, 17:02:55, time: 1.233, data_time: 0.066, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7611, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.5639 2022-02-09 23:33:24,568 - mmaction - INFO - Epoch [144][560/940] lr: 4.000e-02, eta: 1 day, 17:02:23, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7566, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.5936 2022-02-09 23:33:49,249 - mmaction - INFO - Epoch [144][580/940] lr: 4.000e-02, eta: 1 day, 17:01:50, time: 1.234, data_time: 0.063, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7510, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.6639 2022-02-09 23:34:13,945 - mmaction - INFO - Epoch [144][600/940] lr: 4.000e-02, eta: 1 day, 17:01:18, time: 1.236, data_time: 0.066, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7584, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.5568 2022-02-09 23:34:38,699 - mmaction - INFO - Epoch [144][620/940] lr: 4.000e-02, eta: 1 day, 17:00:46, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7660, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.5635 2022-02-09 23:35:03,389 - mmaction - INFO - Epoch [144][640/940] lr: 4.000e-02, eta: 1 day, 17:00:13, time: 1.234, data_time: 0.071, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7523, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.6267 2022-02-09 23:35:28,327 - mmaction - INFO - Epoch [144][660/940] lr: 4.000e-02, eta: 1 day, 16:59:41, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7510, loss_cls: 2.0625, loss: 2.0625, grad_norm: 2.5530 2022-02-09 23:35:53,067 - mmaction - INFO - Epoch [144][680/940] lr: 4.000e-02, eta: 1 day, 16:59:09, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7604, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.5725 2022-02-09 23:36:18,110 - mmaction - INFO - Epoch [144][700/940] lr: 4.000e-02, eta: 1 day, 16:58:37, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0178, loss: 2.0178, grad_norm: 2.5190 2022-02-09 23:36:42,639 - mmaction - INFO - Epoch [144][720/940] lr: 4.000e-02, eta: 1 day, 16:58:05, time: 1.227, data_time: 0.063, memory: 9488, top1_acc: 0.5373, top5_acc: 0.7658, loss_cls: 1.9895, loss: 1.9895, grad_norm: 2.5744 2022-02-09 23:37:07,469 - mmaction - INFO - Epoch [144][740/940] lr: 4.000e-02, eta: 1 day, 16:57:33, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 1.9945, loss: 1.9945, grad_norm: 2.6130 2022-02-09 23:37:32,033 - mmaction - INFO - Epoch [144][760/940] lr: 4.000e-02, eta: 1 day, 16:57:00, time: 1.228, data_time: 0.062, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7604, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.5864 2022-02-09 23:37:57,040 - mmaction - INFO - Epoch [144][780/940] lr: 4.000e-02, eta: 1 day, 16:56:28, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7641, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.5771 2022-02-09 23:38:21,993 - mmaction - INFO - Epoch [144][800/940] lr: 4.000e-02, eta: 1 day, 16:55:56, time: 1.248, data_time: 0.075, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7441, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.5824 2022-02-09 23:38:46,849 - mmaction - INFO - Epoch [144][820/940] lr: 4.000e-02, eta: 1 day, 16:55:24, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7578, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.5490 2022-02-09 23:39:11,806 - mmaction - INFO - Epoch [144][840/940] lr: 4.000e-02, eta: 1 day, 16:54:52, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7596, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6056 2022-02-09 23:39:36,879 - mmaction - INFO - Epoch [144][860/940] lr: 4.000e-02, eta: 1 day, 16:54:20, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.5244, top5_acc: 0.7531, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.6290 2022-02-09 23:40:01,844 - mmaction - INFO - Epoch [144][880/940] lr: 4.000e-02, eta: 1 day, 16:53:48, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.5412, top5_acc: 0.7623, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.5344 2022-02-09 23:40:27,306 - mmaction - INFO - Epoch [144][900/940] lr: 4.000e-02, eta: 1 day, 16:53:17, time: 1.273, data_time: 0.073, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7520, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.5886 2022-02-09 23:40:52,149 - mmaction - INFO - Epoch [144][920/940] lr: 4.000e-02, eta: 1 day, 16:52:45, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7514, loss_cls: 2.0726, loss: 2.0726, grad_norm: 2.5558 2022-02-09 23:41:15,892 - mmaction - INFO - Epoch [144][940/940] lr: 4.000e-02, eta: 1 day, 16:52:11, time: 1.188, data_time: 0.063, memory: 9488, top1_acc: 0.5284, top5_acc: 0.7654, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.6041 2022-02-09 23:44:54,980 - mmaction - INFO - Epoch [145][20/940] lr: 4.000e-02, eta: 1 day, 16:55:51, time: 10.677, data_time: 9.256, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7498, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.5493 2022-02-09 23:45:19,014 - mmaction - INFO - Epoch [145][40/940] lr: 4.000e-02, eta: 1 day, 16:55:18, time: 1.201, data_time: 0.054, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7561, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.6030 2022-02-09 23:45:43,119 - mmaction - INFO - Epoch [145][60/940] lr: 4.000e-02, eta: 1 day, 16:54:44, time: 1.206, data_time: 0.043, memory: 9488, top1_acc: 0.5162, top5_acc: 0.7566, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.6375 2022-02-09 23:46:07,486 - mmaction - INFO - Epoch [145][80/940] lr: 4.000e-02, eta: 1 day, 16:54:12, time: 1.219, data_time: 0.057, memory: 9488, top1_acc: 0.5361, top5_acc: 0.7635, loss_cls: 1.9851, loss: 1.9851, grad_norm: 2.5730 2022-02-09 23:46:32,125 - mmaction - INFO - Epoch [145][100/940] lr: 4.000e-02, eta: 1 day, 16:53:39, time: 1.232, data_time: 0.059, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7658, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.6424 2022-02-09 23:46:56,665 - mmaction - INFO - Epoch [145][120/940] lr: 4.000e-02, eta: 1 day, 16:53:07, time: 1.227, data_time: 0.059, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7572, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.5766 2022-02-09 23:47:21,243 - mmaction - INFO - Epoch [145][140/940] lr: 4.000e-02, eta: 1 day, 16:52:34, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7512, loss_cls: 2.0900, loss: 2.0900, grad_norm: 2.6119 2022-02-09 23:47:45,775 - mmaction - INFO - Epoch [145][160/940] lr: 4.000e-02, eta: 1 day, 16:52:01, time: 1.227, data_time: 0.066, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7578, loss_cls: 2.0370, loss: 2.0370, grad_norm: 2.5259 2022-02-09 23:48:10,374 - mmaction - INFO - Epoch [145][180/940] lr: 4.000e-02, eta: 1 day, 16:51:29, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7576, loss_cls: 2.0305, loss: 2.0305, grad_norm: 2.5368 2022-02-09 23:48:35,162 - mmaction - INFO - Epoch [145][200/940] lr: 4.000e-02, eta: 1 day, 16:50:57, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7666, loss_cls: 2.0132, loss: 2.0132, grad_norm: 2.5823 2022-02-09 23:48:59,923 - mmaction - INFO - Epoch [145][220/940] lr: 4.000e-02, eta: 1 day, 16:50:24, time: 1.238, data_time: 0.051, memory: 9488, top1_acc: 0.5363, top5_acc: 0.7561, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.6114 2022-02-09 23:49:24,717 - mmaction - INFO - Epoch [145][240/940] lr: 4.000e-02, eta: 1 day, 16:49:52, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7605, loss_cls: 2.0247, loss: 2.0247, grad_norm: 2.5982 2022-02-09 23:49:49,732 - mmaction - INFO - Epoch [145][260/940] lr: 4.000e-02, eta: 1 day, 16:49:20, time: 1.251, data_time: 0.058, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7633, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.5770 2022-02-09 23:50:14,601 - mmaction - INFO - Epoch [145][280/940] lr: 4.000e-02, eta: 1 day, 16:48:48, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.5381, top5_acc: 0.7602, loss_cls: 2.0010, loss: 2.0010, grad_norm: 2.6375 2022-02-09 23:50:39,599 - mmaction - INFO - Epoch [145][300/940] lr: 4.000e-02, eta: 1 day, 16:48:16, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7557, loss_cls: 2.0424, loss: 2.0424, grad_norm: 2.6029 2022-02-09 23:51:04,441 - mmaction - INFO - Epoch [145][320/940] lr: 4.000e-02, eta: 1 day, 16:47:44, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7625, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.5596 2022-02-09 23:51:29,318 - mmaction - INFO - Epoch [145][340/940] lr: 4.000e-02, eta: 1 day, 16:47:12, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7611, loss_cls: 2.0454, loss: 2.0454, grad_norm: 2.5632 2022-02-09 23:51:54,237 - mmaction - INFO - Epoch [145][360/940] lr: 4.000e-02, eta: 1 day, 16:46:40, time: 1.246, data_time: 0.076, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7639, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.5974 2022-02-09 23:52:19,172 - mmaction - INFO - Epoch [145][380/940] lr: 4.000e-02, eta: 1 day, 16:46:08, time: 1.247, data_time: 0.074, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7525, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.6284 2022-02-09 23:52:43,951 - mmaction - INFO - Epoch [145][400/940] lr: 4.000e-02, eta: 1 day, 16:45:36, time: 1.239, data_time: 0.075, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0268, loss: 2.0268, grad_norm: 2.5188 2022-02-09 23:53:08,878 - mmaction - INFO - Epoch [145][420/940] lr: 4.000e-02, eta: 1 day, 16:45:04, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.5662 2022-02-09 23:53:33,740 - mmaction - INFO - Epoch [145][440/940] lr: 4.000e-02, eta: 1 day, 16:44:32, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7537, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.6094 2022-02-09 23:53:58,601 - mmaction - INFO - Epoch [145][460/940] lr: 4.000e-02, eta: 1 day, 16:43:59, time: 1.243, data_time: 0.072, memory: 9488, top1_acc: 0.5342, top5_acc: 0.7641, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.6228 2022-02-09 23:54:23,481 - mmaction - INFO - Epoch [145][480/940] lr: 4.000e-02, eta: 1 day, 16:43:27, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0409, loss: 2.0409, grad_norm: 2.5927 2022-02-09 23:54:48,364 - mmaction - INFO - Epoch [145][500/940] lr: 4.000e-02, eta: 1 day, 16:42:55, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7559, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.5868 2022-02-09 23:55:13,374 - mmaction - INFO - Epoch [145][520/940] lr: 4.000e-02, eta: 1 day, 16:42:23, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7504, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.5754 2022-02-09 23:55:38,352 - mmaction - INFO - Epoch [145][540/940] lr: 4.000e-02, eta: 1 day, 16:41:52, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7584, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.5302 2022-02-09 23:56:03,518 - mmaction - INFO - Epoch [145][560/940] lr: 4.000e-02, eta: 1 day, 16:41:20, time: 1.259, data_time: 0.077, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7574, loss_cls: 2.0353, loss: 2.0353, grad_norm: 2.5879 2022-02-09 23:56:28,519 - mmaction - INFO - Epoch [145][580/940] lr: 4.000e-02, eta: 1 day, 16:40:48, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7553, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.6093 2022-02-09 23:56:53,580 - mmaction - INFO - Epoch [145][600/940] lr: 4.000e-02, eta: 1 day, 16:40:16, time: 1.253, data_time: 0.059, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7537, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.5996 2022-02-09 23:57:18,537 - mmaction - INFO - Epoch [145][620/940] lr: 4.000e-02, eta: 1 day, 16:39:44, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7549, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.6060 2022-02-09 23:57:43,707 - mmaction - INFO - Epoch [145][640/940] lr: 4.000e-02, eta: 1 day, 16:39:13, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7533, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.5984 2022-02-09 23:58:08,684 - mmaction - INFO - Epoch [145][660/940] lr: 4.000e-02, eta: 1 day, 16:38:41, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7600, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.5805 2022-02-09 23:58:33,711 - mmaction - INFO - Epoch [145][680/940] lr: 4.000e-02, eta: 1 day, 16:38:09, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7580, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.5799 2022-02-09 23:58:58,788 - mmaction - INFO - Epoch [145][700/940] lr: 4.000e-02, eta: 1 day, 16:37:37, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.5092, top5_acc: 0.7371, loss_cls: 2.1476, loss: 2.1476, grad_norm: 2.6341 2022-02-09 23:59:23,806 - mmaction - INFO - Epoch [145][720/940] lr: 4.000e-02, eta: 1 day, 16:37:05, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7547, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.5841 2022-02-09 23:59:48,734 - mmaction - INFO - Epoch [145][740/940] lr: 4.000e-02, eta: 1 day, 16:36:33, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7568, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.6539 2022-02-10 00:00:14,716 - mmaction - INFO - Epoch [145][760/940] lr: 4.000e-02, eta: 1 day, 16:36:03, time: 1.296, data_time: 0.076, memory: 9488, top1_acc: 0.5451, top5_acc: 0.7652, loss_cls: 2.0080, loss: 2.0080, grad_norm: 2.5834 2022-02-10 00:00:40,284 - mmaction - INFO - Epoch [145][780/940] lr: 4.000e-02, eta: 1 day, 16:35:32, time: 1.282, data_time: 0.085, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7615, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.6042 2022-02-10 00:01:05,462 - mmaction - INFO - Epoch [145][800/940] lr: 4.000e-02, eta: 1 day, 16:35:00, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.5178, top5_acc: 0.7559, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.6479 2022-02-10 00:01:30,652 - mmaction - INFO - Epoch [145][820/940] lr: 4.000e-02, eta: 1 day, 16:34:28, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7570, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.6040 2022-02-10 00:01:55,728 - mmaction - INFO - Epoch [145][840/940] lr: 4.000e-02, eta: 1 day, 16:33:57, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 1.9955, loss: 1.9955, grad_norm: 2.6077 2022-02-10 00:02:20,642 - mmaction - INFO - Epoch [145][860/940] lr: 4.000e-02, eta: 1 day, 16:33:25, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7555, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.6284 2022-02-10 00:02:45,734 - mmaction - INFO - Epoch [145][880/940] lr: 4.000e-02, eta: 1 day, 16:32:53, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7467, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.6132 2022-02-10 00:03:10,742 - mmaction - INFO - Epoch [145][900/940] lr: 4.000e-02, eta: 1 day, 16:32:21, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5127, top5_acc: 0.7469, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.6056 2022-02-10 00:03:35,981 - mmaction - INFO - Epoch [145][920/940] lr: 4.000e-02, eta: 1 day, 16:31:50, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.5287, top5_acc: 0.7543, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.5202 2022-02-10 00:03:59,587 - mmaction - INFO - Epoch [145][940/940] lr: 4.000e-02, eta: 1 day, 16:31:16, time: 1.181, data_time: 0.061, memory: 9488, top1_acc: 0.5306, top5_acc: 0.7606, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.6214 2022-02-10 00:04:10,435 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 00:04:10,438 - mmaction - INFO - 110 BN found 2022-02-10 00:09:25,867 - mmaction - INFO - BN stats updated 2022-02-10 00:09:27,873 - mmaction - INFO - Saving checkpoint at 145 epochs 2022-02-10 00:13:26,984 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 00:13:27,725 - mmaction - INFO - top1_acc 0.6039 top5_acc 0.8340 2022-02-10 00:13:27,725 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 00:13:27,753 - mmaction - INFO - mean_acc 0.6037 2022-02-10 00:13:27,755 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_140.pth was removed 2022-02-10 00:13:29,052 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_145.pth. 2022-02-10 00:13:29,052 - mmaction - INFO - Best top1_acc is 0.6039 at 145 epoch. 2022-02-10 00:13:29,061 - mmaction - INFO - Epoch(val) [145][78] top1_acc: 0.6039, top5_acc: 0.8340, mean_class_accuracy: 0.6037 2022-02-10 00:16:01,679 - mmaction - INFO - Epoch [146][20/940] lr: 4.000e-02, eta: 1 day, 16:33:30, time: 7.625, data_time: 5.880, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7676, loss_cls: 2.0231, loss: 2.0231, grad_norm: 2.5941 2022-02-10 00:16:25,201 - mmaction - INFO - Epoch [146][40/940] lr: 4.000e-02, eta: 1 day, 16:32:57, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.5490, top5_acc: 0.7740, loss_cls: 1.9607, loss: 1.9607, grad_norm: 2.5174 2022-02-10 00:16:48,727 - mmaction - INFO - Epoch [146][60/940] lr: 4.000e-02, eta: 1 day, 16:32:23, time: 1.176, data_time: 0.044, memory: 9488, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.6316 2022-02-10 00:17:12,418 - mmaction - INFO - Epoch [146][80/940] lr: 4.000e-02, eta: 1 day, 16:31:49, time: 1.185, data_time: 0.045, memory: 9488, top1_acc: 0.5318, top5_acc: 0.7615, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.5840 2022-02-10 00:17:36,197 - mmaction - INFO - Epoch [146][100/940] lr: 4.000e-02, eta: 1 day, 16:31:16, time: 1.189, data_time: 0.047, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7604, loss_cls: 2.0110, loss: 2.0110, grad_norm: 2.5986 2022-02-10 00:18:00,126 - mmaction - INFO - Epoch [146][120/940] lr: 4.000e-02, eta: 1 day, 16:30:43, time: 1.197, data_time: 0.050, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7637, loss_cls: 1.9752, loss: 1.9752, grad_norm: 2.5784 2022-02-10 00:18:24,139 - mmaction - INFO - Epoch [146][140/940] lr: 4.000e-02, eta: 1 day, 16:30:09, time: 1.201, data_time: 0.045, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7576, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.5778 2022-02-10 00:18:48,510 - mmaction - INFO - Epoch [146][160/940] lr: 4.000e-02, eta: 1 day, 16:29:37, time: 1.218, data_time: 0.054, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.5916 2022-02-10 00:19:12,944 - mmaction - INFO - Epoch [146][180/940] lr: 4.000e-02, eta: 1 day, 16:29:04, time: 1.221, data_time: 0.056, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7527, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.6072 2022-02-10 00:19:37,460 - mmaction - INFO - Epoch [146][200/940] lr: 4.000e-02, eta: 1 day, 16:28:32, time: 1.226, data_time: 0.055, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7633, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.6029 2022-02-10 00:20:02,055 - mmaction - INFO - Epoch [146][220/940] lr: 4.000e-02, eta: 1 day, 16:27:59, time: 1.230, data_time: 0.055, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7547, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.6417 2022-02-10 00:20:26,421 - mmaction - INFO - Epoch [146][240/940] lr: 4.000e-02, eta: 1 day, 16:27:26, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7631, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.5982 2022-02-10 00:20:50,979 - mmaction - INFO - Epoch [146][260/940] lr: 4.000e-02, eta: 1 day, 16:26:54, time: 1.228, data_time: 0.051, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7531, loss_cls: 2.0559, loss: 2.0559, grad_norm: 2.5568 2022-02-10 00:21:15,669 - mmaction - INFO - Epoch [146][280/940] lr: 4.000e-02, eta: 1 day, 16:26:22, time: 1.235, data_time: 0.055, memory: 9488, top1_acc: 0.5436, top5_acc: 0.7721, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.5768 2022-02-10 00:21:40,608 - mmaction - INFO - Epoch [146][300/940] lr: 4.000e-02, eta: 1 day, 16:25:50, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.5193, top5_acc: 0.7605, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.6323 2022-02-10 00:22:05,574 - mmaction - INFO - Epoch [146][320/940] lr: 4.000e-02, eta: 1 day, 16:25:18, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7561, loss_cls: 1.9977, loss: 1.9977, grad_norm: 2.5755 2022-02-10 00:22:30,141 - mmaction - INFO - Epoch [146][340/940] lr: 4.000e-02, eta: 1 day, 16:24:46, time: 1.229, data_time: 0.057, memory: 9488, top1_acc: 0.5213, top5_acc: 0.7541, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.6070 2022-02-10 00:22:55,004 - mmaction - INFO - Epoch [146][360/940] lr: 4.000e-02, eta: 1 day, 16:24:14, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7672, loss_cls: 2.0088, loss: 2.0088, grad_norm: 2.5947 2022-02-10 00:23:19,759 - mmaction - INFO - Epoch [146][380/940] lr: 4.000e-02, eta: 1 day, 16:23:41, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7562, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.5756 2022-02-10 00:23:44,595 - mmaction - INFO - Epoch [146][400/940] lr: 4.000e-02, eta: 1 day, 16:23:09, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.5160, top5_acc: 0.7504, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.6200 2022-02-10 00:24:09,509 - mmaction - INFO - Epoch [146][420/940] lr: 4.000e-02, eta: 1 day, 16:22:37, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7615, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.6288 2022-02-10 00:24:34,248 - mmaction - INFO - Epoch [146][440/940] lr: 4.000e-02, eta: 1 day, 16:22:05, time: 1.237, data_time: 0.053, memory: 9488, top1_acc: 0.5225, top5_acc: 0.7635, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.6418 2022-02-10 00:24:58,886 - mmaction - INFO - Epoch [146][460/940] lr: 4.000e-02, eta: 1 day, 16:21:33, time: 1.232, data_time: 0.059, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7516, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.6403 2022-02-10 00:25:23,616 - mmaction - INFO - Epoch [146][480/940] lr: 4.000e-02, eta: 1 day, 16:21:01, time: 1.236, data_time: 0.061, memory: 9488, top1_acc: 0.5426, top5_acc: 0.7699, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.5587 2022-02-10 00:25:48,408 - mmaction - INFO - Epoch [146][500/940] lr: 4.000e-02, eta: 1 day, 16:20:29, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7615, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.6040 2022-02-10 00:26:13,162 - mmaction - INFO - Epoch [146][520/940] lr: 4.000e-02, eta: 1 day, 16:19:57, time: 1.238, data_time: 0.059, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7566, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.5273 2022-02-10 00:26:37,830 - mmaction - INFO - Epoch [146][540/940] lr: 4.000e-02, eta: 1 day, 16:19:24, time: 1.233, data_time: 0.066, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7633, loss_cls: 2.0190, loss: 2.0190, grad_norm: 2.6032 2022-02-10 00:27:02,498 - mmaction - INFO - Epoch [146][560/940] lr: 4.000e-02, eta: 1 day, 16:18:52, time: 1.233, data_time: 0.064, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7617, loss_cls: 2.0187, loss: 2.0187, grad_norm: 2.6213 2022-02-10 00:27:27,635 - mmaction - INFO - Epoch [146][580/940] lr: 4.000e-02, eta: 1 day, 16:18:21, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7619, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.5750 2022-02-10 00:27:52,431 - mmaction - INFO - Epoch [146][600/940] lr: 4.000e-02, eta: 1 day, 16:17:48, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0266, loss: 2.0266, grad_norm: 2.5838 2022-02-10 00:28:17,531 - mmaction - INFO - Epoch [146][620/940] lr: 4.000e-02, eta: 1 day, 16:17:17, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.5994 2022-02-10 00:28:42,434 - mmaction - INFO - Epoch [146][640/940] lr: 4.000e-02, eta: 1 day, 16:16:45, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7582, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.6343 2022-02-10 00:29:07,308 - mmaction - INFO - Epoch [146][660/940] lr: 4.000e-02, eta: 1 day, 16:16:13, time: 1.244, data_time: 0.058, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7566, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.6233 2022-02-10 00:29:32,327 - mmaction - INFO - Epoch [146][680/940] lr: 4.000e-02, eta: 1 day, 16:15:41, time: 1.251, data_time: 0.061, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7566, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.5649 2022-02-10 00:29:57,465 - mmaction - INFO - Epoch [146][700/940] lr: 4.000e-02, eta: 1 day, 16:15:10, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7514, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.6006 2022-02-10 00:30:22,431 - mmaction - INFO - Epoch [146][720/940] lr: 4.000e-02, eta: 1 day, 16:14:38, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.5236, top5_acc: 0.7602, loss_cls: 2.0231, loss: 2.0231, grad_norm: 2.5830 2022-02-10 00:30:47,420 - mmaction - INFO - Epoch [146][740/940] lr: 4.000e-02, eta: 1 day, 16:14:06, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7541, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.6165 2022-02-10 00:31:12,276 - mmaction - INFO - Epoch [146][760/940] lr: 4.000e-02, eta: 1 day, 16:13:34, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7500, loss_cls: 2.0780, loss: 2.0780, grad_norm: 2.6040 2022-02-10 00:31:37,444 - mmaction - INFO - Epoch [146][780/940] lr: 4.000e-02, eta: 1 day, 16:13:02, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7621, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5345 2022-02-10 00:32:02,400 - mmaction - INFO - Epoch [146][800/940] lr: 4.000e-02, eta: 1 day, 16:12:31, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7545, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.6264 2022-02-10 00:32:27,438 - mmaction - INFO - Epoch [146][820/940] lr: 4.000e-02, eta: 1 day, 16:11:59, time: 1.253, data_time: 0.058, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7576, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.6164 2022-02-10 00:32:52,524 - mmaction - INFO - Epoch [146][840/940] lr: 4.000e-02, eta: 1 day, 16:11:27, time: 1.254, data_time: 0.057, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7428, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.6127 2022-02-10 00:33:17,437 - mmaction - INFO - Epoch [146][860/940] lr: 4.000e-02, eta: 1 day, 16:10:55, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.5803 2022-02-10 00:33:42,593 - mmaction - INFO - Epoch [146][880/940] lr: 4.000e-02, eta: 1 day, 16:10:24, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7525, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.6325 2022-02-10 00:34:07,593 - mmaction - INFO - Epoch [146][900/940] lr: 4.000e-02, eta: 1 day, 16:09:52, time: 1.250, data_time: 0.055, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7482, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.6165 2022-02-10 00:34:32,839 - mmaction - INFO - Epoch [146][920/940] lr: 4.000e-02, eta: 1 day, 16:09:21, time: 1.262, data_time: 0.059, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7490, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.5771 2022-02-10 00:34:56,602 - mmaction - INFO - Epoch [146][940/940] lr: 4.000e-02, eta: 1 day, 16:08:47, time: 1.189, data_time: 0.051, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7502, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.5948 2022-02-10 00:38:07,827 - mmaction - INFO - Epoch [147][20/940] lr: 4.000e-02, eta: 1 day, 16:11:40, time: 9.220, data_time: 7.643, memory: 9488, top1_acc: 0.5502, top5_acc: 0.7773, loss_cls: 1.9601, loss: 1.9601, grad_norm: 2.5905 2022-02-10 00:38:31,443 - mmaction - INFO - Epoch [147][40/940] lr: 4.000e-02, eta: 1 day, 16:11:06, time: 1.181, data_time: 0.053, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7680, loss_cls: 2.0056, loss: 2.0056, grad_norm: 2.6014 2022-02-10 00:38:55,165 - mmaction - INFO - Epoch [147][60/940] lr: 4.000e-02, eta: 1 day, 16:10:32, time: 1.187, data_time: 0.047, memory: 9488, top1_acc: 0.5381, top5_acc: 0.7623, loss_cls: 1.9846, loss: 1.9846, grad_norm: 2.5531 2022-02-10 00:39:19,212 - mmaction - INFO - Epoch [147][80/940] lr: 4.000e-02, eta: 1 day, 16:09:59, time: 1.202, data_time: 0.046, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7549, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.6338 2022-02-10 00:39:43,367 - mmaction - INFO - Epoch [147][100/940] lr: 4.000e-02, eta: 1 day, 16:09:27, time: 1.207, data_time: 0.054, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7600, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.6135 2022-02-10 00:40:07,562 - mmaction - INFO - Epoch [147][120/940] lr: 4.000e-02, eta: 1 day, 16:08:54, time: 1.210, data_time: 0.055, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7617, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.5846 2022-02-10 00:40:32,080 - mmaction - INFO - Epoch [147][140/940] lr: 4.000e-02, eta: 1 day, 16:08:21, time: 1.226, data_time: 0.055, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7600, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.6079 2022-02-10 00:40:56,676 - mmaction - INFO - Epoch [147][160/940] lr: 4.000e-02, eta: 1 day, 16:07:49, time: 1.230, data_time: 0.060, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.6436 2022-02-10 00:41:21,340 - mmaction - INFO - Epoch [147][180/940] lr: 4.000e-02, eta: 1 day, 16:07:17, time: 1.233, data_time: 0.055, memory: 9488, top1_acc: 0.5527, top5_acc: 0.7637, loss_cls: 1.9632, loss: 1.9632, grad_norm: 2.5441 2022-02-10 00:41:46,082 - mmaction - INFO - Epoch [147][200/940] lr: 4.000e-02, eta: 1 day, 16:06:45, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7521, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.6605 2022-02-10 00:42:10,854 - mmaction - INFO - Epoch [147][220/940] lr: 4.000e-02, eta: 1 day, 16:06:13, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.5211, top5_acc: 0.7463, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.6422 2022-02-10 00:42:35,664 - mmaction - INFO - Epoch [147][240/940] lr: 4.000e-02, eta: 1 day, 16:05:41, time: 1.240, data_time: 0.072, memory: 9488, top1_acc: 0.5385, top5_acc: 0.7678, loss_cls: 2.0041, loss: 2.0041, grad_norm: 2.5631 2022-02-10 00:43:00,600 - mmaction - INFO - Epoch [147][260/940] lr: 4.000e-02, eta: 1 day, 16:05:09, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.5451, top5_acc: 0.7652, loss_cls: 1.9943, loss: 1.9943, grad_norm: 2.5436 2022-02-10 00:43:25,473 - mmaction - INFO - Epoch [147][280/940] lr: 4.000e-02, eta: 1 day, 16:04:37, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7605, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.5996 2022-02-10 00:43:50,771 - mmaction - INFO - Epoch [147][300/940] lr: 4.000e-02, eta: 1 day, 16:04:05, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7561, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.6082 2022-02-10 00:44:15,673 - mmaction - INFO - Epoch [147][320/940] lr: 4.000e-02, eta: 1 day, 16:03:33, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7512, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.5433 2022-02-10 00:44:40,631 - mmaction - INFO - Epoch [147][340/940] lr: 4.000e-02, eta: 1 day, 16:03:02, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7508, loss_cls: 2.0624, loss: 2.0624, grad_norm: 2.6298 2022-02-10 00:45:05,575 - mmaction - INFO - Epoch [147][360/940] lr: 4.000e-02, eta: 1 day, 16:02:30, time: 1.247, data_time: 0.073, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7623, loss_cls: 2.0334, loss: 2.0334, grad_norm: 2.5868 2022-02-10 00:45:30,603 - mmaction - INFO - Epoch [147][380/940] lr: 4.000e-02, eta: 1 day, 16:01:58, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7643, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.5948 2022-02-10 00:45:55,804 - mmaction - INFO - Epoch [147][400/940] lr: 4.000e-02, eta: 1 day, 16:01:27, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7559, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.5873 2022-02-10 00:46:20,866 - mmaction - INFO - Epoch [147][420/940] lr: 4.000e-02, eta: 1 day, 16:00:55, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.5168, top5_acc: 0.7537, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.6135 2022-02-10 00:46:45,930 - mmaction - INFO - Epoch [147][440/940] lr: 4.000e-02, eta: 1 day, 16:00:23, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7576, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.5677 2022-02-10 00:47:11,040 - mmaction - INFO - Epoch [147][460/940] lr: 4.000e-02, eta: 1 day, 15:59:52, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7637, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.6318 2022-02-10 00:47:36,118 - mmaction - INFO - Epoch [147][480/940] lr: 4.000e-02, eta: 1 day, 15:59:20, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.5203, top5_acc: 0.7482, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.6169 2022-02-10 00:48:01,257 - mmaction - INFO - Epoch [147][500/940] lr: 4.000e-02, eta: 1 day, 15:58:48, time: 1.257, data_time: 0.062, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7510, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.5861 2022-02-10 00:48:26,437 - mmaction - INFO - Epoch [147][520/940] lr: 4.000e-02, eta: 1 day, 15:58:17, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.6469 2022-02-10 00:48:51,439 - mmaction - INFO - Epoch [147][540/940] lr: 4.000e-02, eta: 1 day, 15:57:45, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.5428, top5_acc: 0.7592, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.5880 2022-02-10 00:49:16,550 - mmaction - INFO - Epoch [147][560/940] lr: 4.000e-02, eta: 1 day, 15:57:14, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7572, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.6054 2022-02-10 00:49:41,636 - mmaction - INFO - Epoch [147][580/940] lr: 4.000e-02, eta: 1 day, 15:56:42, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0206, loss: 2.0206, grad_norm: 2.6037 2022-02-10 00:50:06,885 - mmaction - INFO - Epoch [147][600/940] lr: 4.000e-02, eta: 1 day, 15:56:11, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0676, loss: 2.0676, grad_norm: 2.5743 2022-02-10 00:50:32,020 - mmaction - INFO - Epoch [147][620/940] lr: 4.000e-02, eta: 1 day, 15:55:39, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7449, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.6490 2022-02-10 00:50:57,118 - mmaction - INFO - Epoch [147][640/940] lr: 4.000e-02, eta: 1 day, 15:55:07, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7547, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6059 2022-02-10 00:51:22,377 - mmaction - INFO - Epoch [147][660/940] lr: 4.000e-02, eta: 1 day, 15:54:36, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.5131, top5_acc: 0.7459, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.6160 2022-02-10 00:51:47,301 - mmaction - INFO - Epoch [147][680/940] lr: 4.000e-02, eta: 1 day, 15:54:04, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7469, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.5671 2022-02-10 00:52:12,402 - mmaction - INFO - Epoch [147][700/940] lr: 4.000e-02, eta: 1 day, 15:53:33, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7549, loss_cls: 2.0087, loss: 2.0087, grad_norm: 2.5697 2022-02-10 00:52:37,407 - mmaction - INFO - Epoch [147][720/940] lr: 4.000e-02, eta: 1 day, 15:53:01, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7582, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.5875 2022-02-10 00:53:02,385 - mmaction - INFO - Epoch [147][740/940] lr: 4.000e-02, eta: 1 day, 15:52:29, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7680, loss_cls: 2.0088, loss: 2.0088, grad_norm: 2.5917 2022-02-10 00:53:27,395 - mmaction - INFO - Epoch [147][760/940] lr: 4.000e-02, eta: 1 day, 15:51:58, time: 1.250, data_time: 0.058, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7582, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.6314 2022-02-10 00:53:52,537 - mmaction - INFO - Epoch [147][780/940] lr: 4.000e-02, eta: 1 day, 15:51:26, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7676, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.6057 2022-02-10 00:54:17,481 - mmaction - INFO - Epoch [147][800/940] lr: 4.000e-02, eta: 1 day, 15:50:54, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7562, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.6263 2022-02-10 00:54:42,403 - mmaction - INFO - Epoch [147][820/940] lr: 4.000e-02, eta: 1 day, 15:50:23, time: 1.246, data_time: 0.065, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7500, loss_cls: 2.0558, loss: 2.0558, grad_norm: 2.5155 2022-02-10 00:55:07,484 - mmaction - INFO - Epoch [147][840/940] lr: 4.000e-02, eta: 1 day, 15:49:51, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7643, loss_cls: 2.0367, loss: 2.0367, grad_norm: 2.5794 2022-02-10 00:55:32,348 - mmaction - INFO - Epoch [147][860/940] lr: 4.000e-02, eta: 1 day, 15:49:19, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.5437, top5_acc: 0.7689, loss_cls: 1.9771, loss: 1.9771, grad_norm: 2.5889 2022-02-10 00:55:57,382 - mmaction - INFO - Epoch [147][880/940] lr: 4.000e-02, eta: 1 day, 15:48:47, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7525, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.5893 2022-02-10 00:56:22,461 - mmaction - INFO - Epoch [147][900/940] lr: 4.000e-02, eta: 1 day, 15:48:16, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.5354, top5_acc: 0.7568, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.5988 2022-02-10 00:56:47,435 - mmaction - INFO - Epoch [147][920/940] lr: 4.000e-02, eta: 1 day, 15:47:44, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.6181 2022-02-10 00:57:11,018 - mmaction - INFO - Epoch [147][940/940] lr: 4.000e-02, eta: 1 day, 15:47:11, time: 1.180, data_time: 0.055, memory: 9488, top1_acc: 0.5164, top5_acc: 0.7472, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.5802 2022-02-10 01:00:28,515 - mmaction - INFO - Epoch [148][20/940] lr: 4.000e-02, eta: 1 day, 15:50:06, time: 9.527, data_time: 8.207, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0313, loss: 2.0313, grad_norm: 2.6037 2022-02-10 01:00:51,892 - mmaction - INFO - Epoch [148][40/940] lr: 4.000e-02, eta: 1 day, 15:49:33, time: 1.169, data_time: 0.045, memory: 9488, top1_acc: 0.5441, top5_acc: 0.7648, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.5806 2022-02-10 01:01:15,711 - mmaction - INFO - Epoch [148][60/940] lr: 4.000e-02, eta: 1 day, 15:48:59, time: 1.191, data_time: 0.043, memory: 9488, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.5837 2022-02-10 01:01:39,408 - mmaction - INFO - Epoch [148][80/940] lr: 4.000e-02, eta: 1 day, 15:48:26, time: 1.185, data_time: 0.045, memory: 9488, top1_acc: 0.5221, top5_acc: 0.7600, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.6458 2022-02-10 01:02:03,286 - mmaction - INFO - Epoch [148][100/940] lr: 4.000e-02, eta: 1 day, 15:47:53, time: 1.194, data_time: 0.052, memory: 9488, top1_acc: 0.5182, top5_acc: 0.7539, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5632 2022-02-10 01:02:27,347 - mmaction - INFO - Epoch [148][120/940] lr: 4.000e-02, eta: 1 day, 15:47:20, time: 1.203, data_time: 0.050, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7645, loss_cls: 2.0011, loss: 2.0011, grad_norm: 2.5433 2022-02-10 01:02:51,648 - mmaction - INFO - Epoch [148][140/940] lr: 4.000e-02, eta: 1 day, 15:46:47, time: 1.215, data_time: 0.053, memory: 9488, top1_acc: 0.5129, top5_acc: 0.7490, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.6841 2022-02-10 01:03:16,207 - mmaction - INFO - Epoch [148][160/940] lr: 4.000e-02, eta: 1 day, 15:46:15, time: 1.228, data_time: 0.052, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7627, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.6143 2022-02-10 01:03:40,564 - mmaction - INFO - Epoch [148][180/940] lr: 4.000e-02, eta: 1 day, 15:45:43, time: 1.217, data_time: 0.051, memory: 9488, top1_acc: 0.5383, top5_acc: 0.7793, loss_cls: 1.9643, loss: 1.9643, grad_norm: 2.5809 2022-02-10 01:04:05,099 - mmaction - INFO - Epoch [148][200/940] lr: 4.000e-02, eta: 1 day, 15:45:10, time: 1.227, data_time: 0.066, memory: 9488, top1_acc: 0.5230, top5_acc: 0.7561, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.6567 2022-02-10 01:04:29,939 - mmaction - INFO - Epoch [148][220/940] lr: 4.000e-02, eta: 1 day, 15:44:38, time: 1.242, data_time: 0.071, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7566, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.6439 2022-02-10 01:04:54,731 - mmaction - INFO - Epoch [148][240/940] lr: 4.000e-02, eta: 1 day, 15:44:06, time: 1.239, data_time: 0.058, memory: 9488, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.5970 2022-02-10 01:05:19,444 - mmaction - INFO - Epoch [148][260/940] lr: 4.000e-02, eta: 1 day, 15:43:34, time: 1.236, data_time: 0.064, memory: 9488, top1_acc: 0.5408, top5_acc: 0.7615, loss_cls: 1.9831, loss: 1.9831, grad_norm: 2.5716 2022-02-10 01:05:44,259 - mmaction - INFO - Epoch [148][280/940] lr: 4.000e-02, eta: 1 day, 15:43:02, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.5533, top5_acc: 0.7736, loss_cls: 1.9496, loss: 1.9496, grad_norm: 2.5452 2022-02-10 01:06:08,791 - mmaction - INFO - Epoch [148][300/940] lr: 4.000e-02, eta: 1 day, 15:42:30, time: 1.227, data_time: 0.055, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7580, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.6563 2022-02-10 01:06:33,720 - mmaction - INFO - Epoch [148][320/940] lr: 4.000e-02, eta: 1 day, 15:41:58, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7559, loss_cls: 2.0534, loss: 2.0534, grad_norm: 2.6390 2022-02-10 01:06:58,562 - mmaction - INFO - Epoch [148][340/940] lr: 4.000e-02, eta: 1 day, 15:41:26, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.5788 2022-02-10 01:07:23,369 - mmaction - INFO - Epoch [148][360/940] lr: 4.000e-02, eta: 1 day, 15:40:54, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7621, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.6305 2022-02-10 01:07:48,118 - mmaction - INFO - Epoch [148][380/940] lr: 4.000e-02, eta: 1 day, 15:40:22, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.5439, top5_acc: 0.7666, loss_cls: 1.9950, loss: 1.9950, grad_norm: 2.5817 2022-02-10 01:08:12,898 - mmaction - INFO - Epoch [148][400/940] lr: 4.000e-02, eta: 1 day, 15:39:50, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.6136 2022-02-10 01:08:37,736 - mmaction - INFO - Epoch [148][420/940] lr: 4.000e-02, eta: 1 day, 15:39:19, time: 1.243, data_time: 0.073, memory: 9488, top1_acc: 0.5139, top5_acc: 0.7467, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.6308 2022-02-10 01:09:02,583 - mmaction - INFO - Epoch [148][440/940] lr: 4.000e-02, eta: 1 day, 15:38:47, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7570, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.5930 2022-02-10 01:09:27,548 - mmaction - INFO - Epoch [148][460/940] lr: 4.000e-02, eta: 1 day, 15:38:15, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7541, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.5787 2022-02-10 01:09:52,519 - mmaction - INFO - Epoch [148][480/940] lr: 4.000e-02, eta: 1 day, 15:37:43, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0159, loss: 2.0159, grad_norm: 2.5958 2022-02-10 01:10:17,544 - mmaction - INFO - Epoch [148][500/940] lr: 4.000e-02, eta: 1 day, 15:37:12, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.5367, top5_acc: 0.7654, loss_cls: 2.0220, loss: 2.0220, grad_norm: 2.6332 2022-02-10 01:10:42,550 - mmaction - INFO - Epoch [148][520/940] lr: 4.000e-02, eta: 1 day, 15:36:40, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0435, loss: 2.0435, grad_norm: 2.6416 2022-02-10 01:11:07,510 - mmaction - INFO - Epoch [148][540/940] lr: 4.000e-02, eta: 1 day, 15:36:08, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7588, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.5860 2022-02-10 01:11:32,386 - mmaction - INFO - Epoch [148][560/940] lr: 4.000e-02, eta: 1 day, 15:35:36, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7609, loss_cls: 2.0236, loss: 2.0236, grad_norm: 2.5828 2022-02-10 01:11:57,134 - mmaction - INFO - Epoch [148][580/940] lr: 4.000e-02, eta: 1 day, 15:35:04, time: 1.237, data_time: 0.055, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7568, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.5804 2022-02-10 01:12:21,980 - mmaction - INFO - Epoch [148][600/940] lr: 4.000e-02, eta: 1 day, 15:34:33, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7619, loss_cls: 2.0105, loss: 2.0105, grad_norm: 2.6028 2022-02-10 01:12:46,846 - mmaction - INFO - Epoch [148][620/940] lr: 4.000e-02, eta: 1 day, 15:34:01, time: 1.243, data_time: 0.058, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7516, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.5872 2022-02-10 01:13:11,799 - mmaction - INFO - Epoch [148][640/940] lr: 4.000e-02, eta: 1 day, 15:33:29, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7635, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.6082 2022-02-10 01:13:36,826 - mmaction - INFO - Epoch [148][660/940] lr: 4.000e-02, eta: 1 day, 15:32:58, time: 1.252, data_time: 0.078, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7510, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.6295 2022-02-10 01:14:01,999 - mmaction - INFO - Epoch [148][680/940] lr: 4.000e-02, eta: 1 day, 15:32:26, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7506, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.6301 2022-02-10 01:14:27,078 - mmaction - INFO - Epoch [148][700/940] lr: 4.000e-02, eta: 1 day, 15:31:55, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.5264, top5_acc: 0.7541, loss_cls: 2.0477, loss: 2.0477, grad_norm: 2.6127 2022-02-10 01:14:51,951 - mmaction - INFO - Epoch [148][720/940] lr: 4.000e-02, eta: 1 day, 15:31:23, time: 1.244, data_time: 0.059, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.6136 2022-02-10 01:15:17,698 - mmaction - INFO - Epoch [148][740/940] lr: 4.000e-02, eta: 1 day, 15:30:52, time: 1.287, data_time: 0.058, memory: 9488, top1_acc: 0.5338, top5_acc: 0.7633, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.5969 2022-02-10 01:15:42,669 - mmaction - INFO - Epoch [148][760/940] lr: 4.000e-02, eta: 1 day, 15:30:20, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0440, loss: 2.0440, grad_norm: 2.5990 2022-02-10 01:16:07,792 - mmaction - INFO - Epoch [148][780/940] lr: 4.000e-02, eta: 1 day, 15:29:49, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7529, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.6017 2022-02-10 01:16:32,916 - mmaction - INFO - Epoch [148][800/940] lr: 4.000e-02, eta: 1 day, 15:29:17, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.5465, top5_acc: 0.7639, loss_cls: 1.9784, loss: 1.9784, grad_norm: 2.5622 2022-02-10 01:16:57,778 - mmaction - INFO - Epoch [148][820/940] lr: 4.000e-02, eta: 1 day, 15:28:46, time: 1.243, data_time: 0.053, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.6017 2022-02-10 01:17:22,645 - mmaction - INFO - Epoch [148][840/940] lr: 4.000e-02, eta: 1 day, 15:28:14, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.5252, top5_acc: 0.7578, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.5863 2022-02-10 01:17:47,202 - mmaction - INFO - Epoch [148][860/940] lr: 4.000e-02, eta: 1 day, 15:27:42, time: 1.227, data_time: 0.053, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7549, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.5808 2022-02-10 01:18:12,181 - mmaction - INFO - Epoch [148][880/940] lr: 4.000e-02, eta: 1 day, 15:27:10, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7529, loss_cls: 2.0534, loss: 2.0534, grad_norm: 2.5913 2022-02-10 01:18:37,041 - mmaction - INFO - Epoch [148][900/940] lr: 4.000e-02, eta: 1 day, 15:26:38, time: 1.243, data_time: 0.062, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7574, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.5636 2022-02-10 01:19:01,949 - mmaction - INFO - Epoch [148][920/940] lr: 4.000e-02, eta: 1 day, 15:26:07, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7576, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.5832 2022-02-10 01:19:25,396 - mmaction - INFO - Epoch [148][940/940] lr: 4.000e-02, eta: 1 day, 15:25:33, time: 1.173, data_time: 0.054, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7457, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.5477 2022-02-10 01:22:42,081 - mmaction - INFO - Epoch [149][20/940] lr: 4.000e-02, eta: 1 day, 15:28:27, time: 9.612, data_time: 8.019, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7557, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.6300 2022-02-10 01:23:05,601 - mmaction - INFO - Epoch [149][40/940] lr: 4.000e-02, eta: 1 day, 15:27:53, time: 1.179, data_time: 0.052, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.5992 2022-02-10 01:23:29,304 - mmaction - INFO - Epoch [149][60/940] lr: 4.000e-02, eta: 1 day, 15:27:20, time: 1.185, data_time: 0.045, memory: 9488, top1_acc: 0.5201, top5_acc: 0.7521, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.6256 2022-02-10 01:23:53,312 - mmaction - INFO - Epoch [149][80/940] lr: 4.000e-02, eta: 1 day, 15:26:47, time: 1.201, data_time: 0.048, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7631, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.5776 2022-02-10 01:24:17,357 - mmaction - INFO - Epoch [149][100/940] lr: 4.000e-02, eta: 1 day, 15:26:14, time: 1.202, data_time: 0.051, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.7050 2022-02-10 01:24:41,743 - mmaction - INFO - Epoch [149][120/940] lr: 4.000e-02, eta: 1 day, 15:25:42, time: 1.219, data_time: 0.060, memory: 9488, top1_acc: 0.5342, top5_acc: 0.7564, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.5945 2022-02-10 01:25:06,067 - mmaction - INFO - Epoch [149][140/940] lr: 4.000e-02, eta: 1 day, 15:25:09, time: 1.216, data_time: 0.054, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7607, loss_cls: 1.9935, loss: 1.9935, grad_norm: 2.5880 2022-02-10 01:25:30,683 - mmaction - INFO - Epoch [149][160/940] lr: 4.000e-02, eta: 1 day, 15:24:37, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7562, loss_cls: 2.0878, loss: 2.0878, grad_norm: 2.6618 2022-02-10 01:25:55,374 - mmaction - INFO - Epoch [149][180/940] lr: 4.000e-02, eta: 1 day, 15:24:05, time: 1.234, data_time: 0.056, memory: 9488, top1_acc: 0.5455, top5_acc: 0.7615, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.5989 2022-02-10 01:26:20,064 - mmaction - INFO - Epoch [149][200/940] lr: 4.000e-02, eta: 1 day, 15:23:33, time: 1.234, data_time: 0.057, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7572, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.5755 2022-02-10 01:26:44,899 - mmaction - INFO - Epoch [149][220/940] lr: 4.000e-02, eta: 1 day, 15:23:01, time: 1.242, data_time: 0.057, memory: 9488, top1_acc: 0.5176, top5_acc: 0.7520, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.5609 2022-02-10 01:27:09,710 - mmaction - INFO - Epoch [149][240/940] lr: 4.000e-02, eta: 1 day, 15:22:29, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7637, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.5994 2022-02-10 01:27:34,881 - mmaction - INFO - Epoch [149][260/940] lr: 4.000e-02, eta: 1 day, 15:21:58, time: 1.259, data_time: 0.058, memory: 9488, top1_acc: 0.5363, top5_acc: 0.7586, loss_cls: 2.0204, loss: 2.0204, grad_norm: 2.6294 2022-02-10 01:27:59,850 - mmaction - INFO - Epoch [149][280/940] lr: 4.000e-02, eta: 1 day, 15:21:26, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7541, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.6161 2022-02-10 01:28:24,592 - mmaction - INFO - Epoch [149][300/940] lr: 4.000e-02, eta: 1 day, 15:20:54, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7588, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.5903 2022-02-10 01:28:49,561 - mmaction - INFO - Epoch [149][320/940] lr: 4.000e-02, eta: 1 day, 15:20:23, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7582, loss_cls: 2.0250, loss: 2.0250, grad_norm: 2.6422 2022-02-10 01:29:14,529 - mmaction - INFO - Epoch [149][340/940] lr: 4.000e-02, eta: 1 day, 15:19:51, time: 1.249, data_time: 0.058, memory: 9488, top1_acc: 0.5414, top5_acc: 0.7600, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.6000 2022-02-10 01:29:39,307 - mmaction - INFO - Epoch [149][360/940] lr: 4.000e-02, eta: 1 day, 15:19:19, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5363, top5_acc: 0.7607, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.5633 2022-02-10 01:30:04,295 - mmaction - INFO - Epoch [149][380/940] lr: 4.000e-02, eta: 1 day, 15:18:47, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7666, loss_cls: 2.0210, loss: 2.0210, grad_norm: 2.5853 2022-02-10 01:30:29,673 - mmaction - INFO - Epoch [149][400/940] lr: 4.000e-02, eta: 1 day, 15:18:16, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7562, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.6044 2022-02-10 01:30:54,899 - mmaction - INFO - Epoch [149][420/940] lr: 4.000e-02, eta: 1 day, 15:17:45, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7549, loss_cls: 2.0627, loss: 2.0627, grad_norm: 2.6040 2022-02-10 01:31:19,909 - mmaction - INFO - Epoch [149][440/940] lr: 4.000e-02, eta: 1 day, 15:17:13, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.5463, top5_acc: 0.7736, loss_cls: 1.9863, loss: 1.9863, grad_norm: 2.6267 2022-02-10 01:31:45,105 - mmaction - INFO - Epoch [149][460/940] lr: 4.000e-02, eta: 1 day, 15:16:42, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0252, loss: 2.0252, grad_norm: 2.6388 2022-02-10 01:32:10,462 - mmaction - INFO - Epoch [149][480/940] lr: 4.000e-02, eta: 1 day, 15:16:11, time: 1.268, data_time: 0.099, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7590, loss_cls: 2.0123, loss: 2.0123, grad_norm: 2.5978 2022-02-10 01:32:35,734 - mmaction - INFO - Epoch [149][500/940] lr: 4.000e-02, eta: 1 day, 15:15:40, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.5418, top5_acc: 0.7553, loss_cls: 2.0138, loss: 2.0138, grad_norm: 2.6251 2022-02-10 01:33:00,793 - mmaction - INFO - Epoch [149][520/940] lr: 4.000e-02, eta: 1 day, 15:15:08, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.5658 2022-02-10 01:33:25,997 - mmaction - INFO - Epoch [149][540/940] lr: 4.000e-02, eta: 1 day, 15:14:37, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7570, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.6106 2022-02-10 01:33:51,041 - mmaction - INFO - Epoch [149][560/940] lr: 4.000e-02, eta: 1 day, 15:14:05, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7533, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5848 2022-02-10 01:34:16,324 - mmaction - INFO - Epoch [149][580/940] lr: 4.000e-02, eta: 1 day, 15:13:34, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7543, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5920 2022-02-10 01:34:44,094 - mmaction - INFO - Epoch [149][600/940] lr: 4.000e-02, eta: 1 day, 15:13:06, time: 1.389, data_time: 0.220, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7504, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.6344 2022-02-10 01:35:09,092 - mmaction - INFO - Epoch [149][620/940] lr: 4.000e-02, eta: 1 day, 15:12:34, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.5354, top5_acc: 0.7551, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.6297 2022-02-10 01:35:34,146 - mmaction - INFO - Epoch [149][640/940] lr: 4.000e-02, eta: 1 day, 15:12:03, time: 1.252, data_time: 0.079, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7586, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.6049 2022-02-10 01:35:59,418 - mmaction - INFO - Epoch [149][660/940] lr: 4.000e-02, eta: 1 day, 15:11:31, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.5422, top5_acc: 0.7561, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.5563 2022-02-10 01:36:24,212 - mmaction - INFO - Epoch [149][680/940] lr: 4.000e-02, eta: 1 day, 15:10:59, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7615, loss_cls: 2.0036, loss: 2.0036, grad_norm: 2.5780 2022-02-10 01:36:49,211 - mmaction - INFO - Epoch [149][700/940] lr: 4.000e-02, eta: 1 day, 15:10:28, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7574, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.6364 2022-02-10 01:37:14,297 - mmaction - INFO - Epoch [149][720/940] lr: 4.000e-02, eta: 1 day, 15:09:56, time: 1.254, data_time: 0.076, memory: 9488, top1_acc: 0.5250, top5_acc: 0.7514, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.5944 2022-02-10 01:37:39,493 - mmaction - INFO - Epoch [149][740/940] lr: 4.000e-02, eta: 1 day, 15:09:25, time: 1.260, data_time: 0.086, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7479, loss_cls: 2.0573, loss: 2.0573, grad_norm: 2.6288 2022-02-10 01:38:04,739 - mmaction - INFO - Epoch [149][760/940] lr: 4.000e-02, eta: 1 day, 15:08:54, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7672, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.5578 2022-02-10 01:38:29,822 - mmaction - INFO - Epoch [149][780/940] lr: 4.000e-02, eta: 1 day, 15:08:22, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7574, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.5903 2022-02-10 01:38:54,892 - mmaction - INFO - Epoch [149][800/940] lr: 4.000e-02, eta: 1 day, 15:07:51, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7566, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.6122 2022-02-10 01:39:19,804 - mmaction - INFO - Epoch [149][820/940] lr: 4.000e-02, eta: 1 day, 15:07:19, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7539, loss_cls: 2.0675, loss: 2.0675, grad_norm: 2.6564 2022-02-10 01:39:44,732 - mmaction - INFO - Epoch [149][840/940] lr: 4.000e-02, eta: 1 day, 15:06:48, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7693, loss_cls: 2.0137, loss: 2.0137, grad_norm: 2.5914 2022-02-10 01:40:10,027 - mmaction - INFO - Epoch [149][860/940] lr: 4.000e-02, eta: 1 day, 15:06:16, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.5260, top5_acc: 0.7512, loss_cls: 2.0832, loss: 2.0832, grad_norm: 2.5876 2022-02-10 01:40:35,056 - mmaction - INFO - Epoch [149][880/940] lr: 4.000e-02, eta: 1 day, 15:05:45, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7572, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.5684 2022-02-10 01:40:59,860 - mmaction - INFO - Epoch [149][900/940] lr: 4.000e-02, eta: 1 day, 15:05:13, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7682, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.6354 2022-02-10 01:41:24,824 - mmaction - INFO - Epoch [149][920/940] lr: 4.000e-02, eta: 1 day, 15:04:41, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7551, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.6205 2022-02-10 01:41:48,378 - mmaction - INFO - Epoch [149][940/940] lr: 4.000e-02, eta: 1 day, 15:04:08, time: 1.178, data_time: 0.051, memory: 9488, top1_acc: 0.5323, top5_acc: 0.7587, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.5938 2022-02-10 01:44:42,787 - mmaction - INFO - Epoch [150][20/940] lr: 4.000e-02, eta: 1 day, 15:06:32, time: 8.552, data_time: 7.243, memory: 9488, top1_acc: 0.5406, top5_acc: 0.7699, loss_cls: 1.9657, loss: 1.9657, grad_norm: 2.5414 2022-02-10 01:45:06,124 - mmaction - INFO - Epoch [150][40/940] lr: 4.000e-02, eta: 1 day, 15:05:59, time: 1.169, data_time: 0.052, memory: 9488, top1_acc: 0.5408, top5_acc: 0.7557, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.5519 2022-02-10 01:45:29,872 - mmaction - INFO - Epoch [150][60/940] lr: 4.000e-02, eta: 1 day, 15:05:26, time: 1.188, data_time: 0.043, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7594, loss_cls: 2.0293, loss: 2.0293, grad_norm: 2.5957 2022-02-10 01:45:53,773 - mmaction - INFO - Epoch [150][80/940] lr: 4.000e-02, eta: 1 day, 15:04:53, time: 1.195, data_time: 0.045, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7602, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.6402 2022-02-10 01:46:18,164 - mmaction - INFO - Epoch [150][100/940] lr: 4.000e-02, eta: 1 day, 15:04:20, time: 1.219, data_time: 0.054, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7529, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.6030 2022-02-10 01:46:42,511 - mmaction - INFO - Epoch [150][120/940] lr: 4.000e-02, eta: 1 day, 15:03:48, time: 1.217, data_time: 0.053, memory: 9488, top1_acc: 0.5291, top5_acc: 0.7580, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.5939 2022-02-10 01:47:07,279 - mmaction - INFO - Epoch [150][140/940] lr: 4.000e-02, eta: 1 day, 15:03:16, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7492, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.6692 2022-02-10 01:47:32,089 - mmaction - INFO - Epoch [150][160/940] lr: 4.000e-02, eta: 1 day, 15:02:44, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.5396, top5_acc: 0.7584, loss_cls: 2.0220, loss: 2.0220, grad_norm: 2.5713 2022-02-10 01:47:56,964 - mmaction - INFO - Epoch [150][180/940] lr: 4.000e-02, eta: 1 day, 15:02:13, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5424, top5_acc: 0.7658, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.6144 2022-02-10 01:48:21,705 - mmaction - INFO - Epoch [150][200/940] lr: 4.000e-02, eta: 1 day, 15:01:41, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.5387, top5_acc: 0.7621, loss_cls: 2.0125, loss: 2.0125, grad_norm: 2.5882 2022-02-10 01:48:46,479 - mmaction - INFO - Epoch [150][220/940] lr: 4.000e-02, eta: 1 day, 15:01:09, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7580, loss_cls: 2.0190, loss: 2.0190, grad_norm: 2.6193 2022-02-10 01:49:11,179 - mmaction - INFO - Epoch [150][240/940] lr: 4.000e-02, eta: 1 day, 15:00:37, time: 1.235, data_time: 0.073, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7629, loss_cls: 1.9755, loss: 1.9755, grad_norm: 2.5778 2022-02-10 01:49:35,955 - mmaction - INFO - Epoch [150][260/940] lr: 4.000e-02, eta: 1 day, 15:00:05, time: 1.239, data_time: 0.066, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7553, loss_cls: 2.0361, loss: 2.0361, grad_norm: 2.5923 2022-02-10 01:50:00,858 - mmaction - INFO - Epoch [150][280/940] lr: 4.000e-02, eta: 1 day, 14:59:33, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7564, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.5615 2022-02-10 01:50:25,978 - mmaction - INFO - Epoch [150][300/940] lr: 4.000e-02, eta: 1 day, 14:59:02, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7623, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6006 2022-02-10 01:50:50,776 - mmaction - INFO - Epoch [150][320/940] lr: 4.000e-02, eta: 1 day, 14:58:30, time: 1.239, data_time: 0.068, memory: 9488, top1_acc: 0.5365, top5_acc: 0.7648, loss_cls: 1.9871, loss: 1.9871, grad_norm: 2.5868 2022-02-10 01:51:15,608 - mmaction - INFO - Epoch [150][340/940] lr: 4.000e-02, eta: 1 day, 14:57:58, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7633, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.5950 2022-02-10 01:51:40,668 - mmaction - INFO - Epoch [150][360/940] lr: 4.000e-02, eta: 1 day, 14:57:27, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.5428, top5_acc: 0.7650, loss_cls: 1.9856, loss: 1.9856, grad_norm: 2.5834 2022-02-10 01:52:05,764 - mmaction - INFO - Epoch [150][380/940] lr: 4.000e-02, eta: 1 day, 14:56:55, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.5361, top5_acc: 0.7580, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.6322 2022-02-10 01:52:30,749 - mmaction - INFO - Epoch [150][400/940] lr: 4.000e-02, eta: 1 day, 14:56:24, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7557, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.6136 2022-02-10 01:52:55,779 - mmaction - INFO - Epoch [150][420/940] lr: 4.000e-02, eta: 1 day, 14:55:52, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.5270, top5_acc: 0.7609, loss_cls: 2.0210, loss: 2.0210, grad_norm: 2.6044 2022-02-10 01:53:21,085 - mmaction - INFO - Epoch [150][440/940] lr: 4.000e-02, eta: 1 day, 14:55:21, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7514, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.6239 2022-02-10 01:53:46,129 - mmaction - INFO - Epoch [150][460/940] lr: 4.000e-02, eta: 1 day, 14:54:50, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.5186, top5_acc: 0.7605, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.6176 2022-02-10 01:54:11,320 - mmaction - INFO - Epoch [150][480/940] lr: 4.000e-02, eta: 1 day, 14:54:18, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.6711 2022-02-10 01:54:36,356 - mmaction - INFO - Epoch [150][500/940] lr: 4.000e-02, eta: 1 day, 14:53:47, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7490, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.5860 2022-02-10 01:55:01,490 - mmaction - INFO - Epoch [150][520/940] lr: 4.000e-02, eta: 1 day, 14:53:16, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7572, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.6512 2022-02-10 01:55:26,518 - mmaction - INFO - Epoch [150][540/940] lr: 4.000e-02, eta: 1 day, 14:52:44, time: 1.251, data_time: 0.077, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7619, loss_cls: 2.0346, loss: 2.0346, grad_norm: 2.6160 2022-02-10 01:55:51,643 - mmaction - INFO - Epoch [150][560/940] lr: 4.000e-02, eta: 1 day, 14:52:13, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.5361, top5_acc: 0.7615, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.6463 2022-02-10 01:56:16,984 - mmaction - INFO - Epoch [150][580/940] lr: 4.000e-02, eta: 1 day, 14:51:42, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7617, loss_cls: 2.0296, loss: 2.0296, grad_norm: 2.6073 2022-02-10 01:56:42,292 - mmaction - INFO - Epoch [150][600/940] lr: 4.000e-02, eta: 1 day, 14:51:10, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7553, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.6323 2022-02-10 01:57:07,406 - mmaction - INFO - Epoch [150][620/940] lr: 4.000e-02, eta: 1 day, 14:50:39, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7537, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.6060 2022-02-10 01:57:32,356 - mmaction - INFO - Epoch [150][640/940] lr: 4.000e-02, eta: 1 day, 14:50:07, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.5367, top5_acc: 0.7580, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.5361 2022-02-10 01:57:57,625 - mmaction - INFO - Epoch [150][660/940] lr: 4.000e-02, eta: 1 day, 14:49:36, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7619, loss_cls: 2.0209, loss: 2.0209, grad_norm: 2.5965 2022-02-10 01:58:22,575 - mmaction - INFO - Epoch [150][680/940] lr: 4.000e-02, eta: 1 day, 14:49:05, time: 1.248, data_time: 0.077, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7572, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.5794 2022-02-10 01:58:47,680 - mmaction - INFO - Epoch [150][700/940] lr: 4.000e-02, eta: 1 day, 14:48:33, time: 1.255, data_time: 0.091, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7576, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.6032 2022-02-10 01:59:12,622 - mmaction - INFO - Epoch [150][720/940] lr: 4.000e-02, eta: 1 day, 14:48:02, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.5158, top5_acc: 0.7516, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.6712 2022-02-10 01:59:37,450 - mmaction - INFO - Epoch [150][740/940] lr: 4.000e-02, eta: 1 day, 14:47:30, time: 1.241, data_time: 0.071, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7707, loss_cls: 1.9699, loss: 1.9699, grad_norm: 2.5437 2022-02-10 02:00:02,468 - mmaction - INFO - Epoch [150][760/940] lr: 4.000e-02, eta: 1 day, 14:46:59, time: 1.250, data_time: 0.057, memory: 9488, top1_acc: 0.5332, top5_acc: 0.7578, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.6286 2022-02-10 02:00:27,316 - mmaction - INFO - Epoch [150][780/940] lr: 4.000e-02, eta: 1 day, 14:46:27, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7654, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.6559 2022-02-10 02:00:52,297 - mmaction - INFO - Epoch [150][800/940] lr: 4.000e-02, eta: 1 day, 14:45:55, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7527, loss_cls: 2.0482, loss: 2.0482, grad_norm: 2.6732 2022-02-10 02:01:17,284 - mmaction - INFO - Epoch [150][820/940] lr: 4.000e-02, eta: 1 day, 14:45:24, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7547, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.6466 2022-02-10 02:01:42,363 - mmaction - INFO - Epoch [150][840/940] lr: 4.000e-02, eta: 1 day, 14:44:53, time: 1.254, data_time: 0.078, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7617, loss_cls: 2.0230, loss: 2.0230, grad_norm: 2.5406 2022-02-10 02:02:07,469 - mmaction - INFO - Epoch [150][860/940] lr: 4.000e-02, eta: 1 day, 14:44:21, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7588, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.5311 2022-02-10 02:02:32,501 - mmaction - INFO - Epoch [150][880/940] lr: 4.000e-02, eta: 1 day, 14:43:50, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7586, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.6413 2022-02-10 02:02:57,553 - mmaction - INFO - Epoch [150][900/940] lr: 4.000e-02, eta: 1 day, 14:43:18, time: 1.253, data_time: 0.080, memory: 9488, top1_acc: 0.5111, top5_acc: 0.7494, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.6536 2022-02-10 02:03:22,757 - mmaction - INFO - Epoch [150][920/940] lr: 4.000e-02, eta: 1 day, 14:42:47, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.5426, top5_acc: 0.7654, loss_cls: 2.0095, loss: 2.0095, grad_norm: 2.6763 2022-02-10 02:03:46,285 - mmaction - INFO - Epoch [150][940/940] lr: 4.000e-02, eta: 1 day, 14:42:14, time: 1.177, data_time: 0.073, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7547, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.6542 2022-02-10 02:03:54,896 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 02:03:54,900 - mmaction - INFO - 110 BN found 2022-02-10 02:08:26,199 - mmaction - INFO - BN stats updated 2022-02-10 02:08:28,203 - mmaction - INFO - Saving checkpoint at 150 epochs 2022-02-10 02:11:13,861 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 02:11:14,956 - mmaction - INFO - top1_acc 0.6017 top5_acc 0.8312 2022-02-10 02:11:14,956 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 02:11:15,008 - mmaction - INFO - mean_acc 0.6016 2022-02-10 02:11:15,016 - mmaction - INFO - Epoch(val) [150][78] top1_acc: 0.6017, top5_acc: 0.8312, mean_class_accuracy: 0.6016 2022-02-10 02:13:42,478 - mmaction - INFO - Epoch [151][20/940] lr: 4.000e-02, eta: 1 day, 14:44:07, time: 7.372, data_time: 6.177, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7709, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.5872 2022-02-10 02:14:05,914 - mmaction - INFO - Epoch [151][40/940] lr: 4.000e-02, eta: 1 day, 14:43:33, time: 1.171, data_time: 0.050, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7635, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.5752 2022-02-10 02:14:29,420 - mmaction - INFO - Epoch [151][60/940] lr: 4.000e-02, eta: 1 day, 14:43:00, time: 1.175, data_time: 0.043, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7660, loss_cls: 2.0213, loss: 2.0213, grad_norm: 2.6007 2022-02-10 02:14:53,246 - mmaction - INFO - Epoch [151][80/940] lr: 4.000e-02, eta: 1 day, 14:42:27, time: 1.191, data_time: 0.046, memory: 9488, top1_acc: 0.5434, top5_acc: 0.7594, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.6258 2022-02-10 02:15:17,401 - mmaction - INFO - Epoch [151][100/940] lr: 4.000e-02, eta: 1 day, 14:41:55, time: 1.208, data_time: 0.046, memory: 9488, top1_acc: 0.5396, top5_acc: 0.7691, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.5961 2022-02-10 02:15:41,489 - mmaction - INFO - Epoch [151][120/940] lr: 4.000e-02, eta: 1 day, 14:41:22, time: 1.204, data_time: 0.047, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7535, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.5921 2022-02-10 02:16:05,583 - mmaction - INFO - Epoch [151][140/940] lr: 4.000e-02, eta: 1 day, 14:40:49, time: 1.205, data_time: 0.051, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7619, loss_cls: 1.9908, loss: 1.9908, grad_norm: 2.6521 2022-02-10 02:16:29,969 - mmaction - INFO - Epoch [151][160/940] lr: 4.000e-02, eta: 1 day, 14:40:17, time: 1.219, data_time: 0.049, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7572, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.5919 2022-02-10 02:16:54,486 - mmaction - INFO - Epoch [151][180/940] lr: 4.000e-02, eta: 1 day, 14:39:45, time: 1.226, data_time: 0.052, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7512, loss_cls: 2.0361, loss: 2.0361, grad_norm: 2.6350 2022-02-10 02:17:19,047 - mmaction - INFO - Epoch [151][200/940] lr: 4.000e-02, eta: 1 day, 14:39:13, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7473, loss_cls: 2.0678, loss: 2.0678, grad_norm: 2.6639 2022-02-10 02:17:43,780 - mmaction - INFO - Epoch [151][220/940] lr: 4.000e-02, eta: 1 day, 14:38:41, time: 1.236, data_time: 0.060, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7670, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.5850 2022-02-10 02:18:08,929 - mmaction - INFO - Epoch [151][240/940] lr: 4.000e-02, eta: 1 day, 14:38:10, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5502, top5_acc: 0.7713, loss_cls: 1.9596, loss: 1.9596, grad_norm: 2.5599 2022-02-10 02:18:34,052 - mmaction - INFO - Epoch [151][260/940] lr: 4.000e-02, eta: 1 day, 14:37:39, time: 1.256, data_time: 0.058, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7596, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.6494 2022-02-10 02:18:58,884 - mmaction - INFO - Epoch [151][280/940] lr: 4.000e-02, eta: 1 day, 14:37:07, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7543, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.5260 2022-02-10 02:19:23,996 - mmaction - INFO - Epoch [151][300/940] lr: 4.000e-02, eta: 1 day, 14:36:36, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7652, loss_cls: 1.9937, loss: 1.9937, grad_norm: 2.5946 2022-02-10 02:19:49,030 - mmaction - INFO - Epoch [151][320/940] lr: 4.000e-02, eta: 1 day, 14:36:04, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.5342, top5_acc: 0.7623, loss_cls: 2.0106, loss: 2.0106, grad_norm: 2.6214 2022-02-10 02:20:14,166 - mmaction - INFO - Epoch [151][340/940] lr: 4.000e-02, eta: 1 day, 14:35:33, time: 1.257, data_time: 0.059, memory: 9488, top1_acc: 0.5422, top5_acc: 0.7660, loss_cls: 2.0041, loss: 2.0041, grad_norm: 2.6144 2022-02-10 02:20:38,996 - mmaction - INFO - Epoch [151][360/940] lr: 4.000e-02, eta: 1 day, 14:35:01, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.5422, top5_acc: 0.7652, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.5914 2022-02-10 02:21:03,967 - mmaction - INFO - Epoch [151][380/940] lr: 4.000e-02, eta: 1 day, 14:34:30, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.5209, top5_acc: 0.7557, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.6352 2022-02-10 02:21:28,902 - mmaction - INFO - Epoch [151][400/940] lr: 4.000e-02, eta: 1 day, 14:33:58, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.5354, top5_acc: 0.7633, loss_cls: 2.0037, loss: 2.0037, grad_norm: 2.6545 2022-02-10 02:21:53,730 - mmaction - INFO - Epoch [151][420/940] lr: 4.000e-02, eta: 1 day, 14:33:27, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.5344, top5_acc: 0.7596, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.6309 2022-02-10 02:22:18,611 - mmaction - INFO - Epoch [151][440/940] lr: 4.000e-02, eta: 1 day, 14:32:55, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5387, top5_acc: 0.7641, loss_cls: 1.9933, loss: 1.9933, grad_norm: 2.5959 2022-02-10 02:22:43,528 - mmaction - INFO - Epoch [151][460/940] lr: 4.000e-02, eta: 1 day, 14:32:23, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7600, loss_cls: 2.0117, loss: 2.0117, grad_norm: 2.6358 2022-02-10 02:23:08,703 - mmaction - INFO - Epoch [151][480/940] lr: 4.000e-02, eta: 1 day, 14:31:52, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5414, top5_acc: 0.7799, loss_cls: 1.9627, loss: 1.9627, grad_norm: 2.5719 2022-02-10 02:23:33,633 - mmaction - INFO - Epoch [151][500/940] lr: 4.000e-02, eta: 1 day, 14:31:21, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5443, top5_acc: 0.7719, loss_cls: 1.9726, loss: 1.9726, grad_norm: 2.5673 2022-02-10 02:23:58,747 - mmaction - INFO - Epoch [151][520/940] lr: 4.000e-02, eta: 1 day, 14:30:49, time: 1.256, data_time: 0.055, memory: 9488, top1_acc: 0.5373, top5_acc: 0.7619, loss_cls: 1.9859, loss: 1.9859, grad_norm: 2.6287 2022-02-10 02:24:23,846 - mmaction - INFO - Epoch [151][540/940] lr: 4.000e-02, eta: 1 day, 14:30:18, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.5322, top5_acc: 0.7598, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5757 2022-02-10 02:24:48,810 - mmaction - INFO - Epoch [151][560/940] lr: 4.000e-02, eta: 1 day, 14:29:46, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7600, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.5596 2022-02-10 02:25:14,446 - mmaction - INFO - Epoch [151][580/940] lr: 4.000e-02, eta: 1 day, 14:29:16, time: 1.281, data_time: 0.058, memory: 9488, top1_acc: 0.5346, top5_acc: 0.7607, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.6352 2022-02-10 02:25:39,583 - mmaction - INFO - Epoch [151][600/940] lr: 4.000e-02, eta: 1 day, 14:28:45, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7584, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.6534 2022-02-10 02:26:04,359 - mmaction - INFO - Epoch [151][620/940] lr: 4.000e-02, eta: 1 day, 14:28:13, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7621, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.6154 2022-02-10 02:26:29,384 - mmaction - INFO - Epoch [151][640/940] lr: 4.000e-02, eta: 1 day, 14:27:41, time: 1.250, data_time: 0.056, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7668, loss_cls: 1.9945, loss: 1.9945, grad_norm: 2.6180 2022-02-10 02:26:54,345 - mmaction - INFO - Epoch [151][660/940] lr: 4.000e-02, eta: 1 day, 14:27:10, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7619, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.6019 2022-02-10 02:27:19,242 - mmaction - INFO - Epoch [151][680/940] lr: 4.000e-02, eta: 1 day, 14:26:38, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7492, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.6965 2022-02-10 02:27:44,205 - mmaction - INFO - Epoch [151][700/940] lr: 4.000e-02, eta: 1 day, 14:26:07, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7539, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.6407 2022-02-10 02:28:09,188 - mmaction - INFO - Epoch [151][720/940] lr: 4.000e-02, eta: 1 day, 14:25:36, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7656, loss_cls: 2.0203, loss: 2.0203, grad_norm: 2.5995 2022-02-10 02:28:34,353 - mmaction - INFO - Epoch [151][740/940] lr: 4.000e-02, eta: 1 day, 14:25:04, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.5223, top5_acc: 0.7523, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.6092 2022-02-10 02:28:59,167 - mmaction - INFO - Epoch [151][760/940] lr: 4.000e-02, eta: 1 day, 14:24:33, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7541, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.5775 2022-02-10 02:29:24,164 - mmaction - INFO - Epoch [151][780/940] lr: 4.000e-02, eta: 1 day, 14:24:01, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7682, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.6549 2022-02-10 02:29:49,148 - mmaction - INFO - Epoch [151][800/940] lr: 4.000e-02, eta: 1 day, 14:23:30, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7564, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.6222 2022-02-10 02:30:13,903 - mmaction - INFO - Epoch [151][820/940] lr: 4.000e-02, eta: 1 day, 14:22:58, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.5248, top5_acc: 0.7561, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.6334 2022-02-10 02:30:38,730 - mmaction - INFO - Epoch [151][840/940] lr: 4.000e-02, eta: 1 day, 14:22:27, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7652, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.6575 2022-02-10 02:31:03,672 - mmaction - INFO - Epoch [151][860/940] lr: 4.000e-02, eta: 1 day, 14:21:55, time: 1.247, data_time: 0.067, memory: 9488, top1_acc: 0.5414, top5_acc: 0.7631, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.5504 2022-02-10 02:31:28,562 - mmaction - INFO - Epoch [151][880/940] lr: 4.000e-02, eta: 1 day, 14:21:24, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.5166, top5_acc: 0.7615, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.6028 2022-02-10 02:31:53,598 - mmaction - INFO - Epoch [151][900/940] lr: 4.000e-02, eta: 1 day, 14:20:52, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.5371, top5_acc: 0.7562, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.5794 2022-02-10 02:32:18,589 - mmaction - INFO - Epoch [151][920/940] lr: 4.000e-02, eta: 1 day, 14:20:21, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7637, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.6083 2022-02-10 02:32:42,122 - mmaction - INFO - Epoch [151][940/940] lr: 4.000e-02, eta: 1 day, 14:19:48, time: 1.177, data_time: 0.060, memory: 9488, top1_acc: 0.5465, top5_acc: 0.7675, loss_cls: 1.9818, loss: 1.9818, grad_norm: 2.5930 2022-02-10 02:35:48,697 - mmaction - INFO - Epoch [152][20/940] lr: 4.000e-02, eta: 1 day, 14:22:20, time: 9.191, data_time: 7.907, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7543, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.5948 2022-02-10 02:36:12,516 - mmaction - INFO - Epoch [152][40/940] lr: 4.000e-02, eta: 1 day, 14:21:47, time: 1.191, data_time: 0.070, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7639, loss_cls: 2.0015, loss: 2.0015, grad_norm: 2.6265 2022-02-10 02:36:36,226 - mmaction - INFO - Epoch [152][60/940] lr: 4.000e-02, eta: 1 day, 14:21:14, time: 1.186, data_time: 0.049, memory: 9488, top1_acc: 0.5457, top5_acc: 0.7674, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.6092 2022-02-10 02:37:00,025 - mmaction - INFO - Epoch [152][80/940] lr: 4.000e-02, eta: 1 day, 14:20:41, time: 1.190, data_time: 0.047, memory: 9488, top1_acc: 0.5445, top5_acc: 0.7705, loss_cls: 1.9661, loss: 1.9661, grad_norm: 2.5819 2022-02-10 02:37:23,937 - mmaction - INFO - Epoch [152][100/940] lr: 4.000e-02, eta: 1 day, 14:20:08, time: 1.196, data_time: 0.054, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7557, loss_cls: 2.0285, loss: 2.0285, grad_norm: 2.6364 2022-02-10 02:37:48,057 - mmaction - INFO - Epoch [152][120/940] lr: 4.000e-02, eta: 1 day, 14:19:36, time: 1.206, data_time: 0.052, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7727, loss_cls: 1.9694, loss: 1.9694, grad_norm: 2.6177 2022-02-10 02:38:12,293 - mmaction - INFO - Epoch [152][140/940] lr: 4.000e-02, eta: 1 day, 14:19:04, time: 1.212, data_time: 0.053, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7512, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.6439 2022-02-10 02:38:36,614 - mmaction - INFO - Epoch [152][160/940] lr: 4.000e-02, eta: 1 day, 14:18:31, time: 1.216, data_time: 0.054, memory: 9488, top1_acc: 0.5504, top5_acc: 0.7715, loss_cls: 1.9491, loss: 1.9491, grad_norm: 2.5892 2022-02-10 02:39:00,938 - mmaction - INFO - Epoch [152][180/940] lr: 4.000e-02, eta: 1 day, 14:17:59, time: 1.216, data_time: 0.056, memory: 9488, top1_acc: 0.5533, top5_acc: 0.7705, loss_cls: 1.9635, loss: 1.9635, grad_norm: 2.6175 2022-02-10 02:39:25,589 - mmaction - INFO - Epoch [152][200/940] lr: 4.000e-02, eta: 1 day, 14:17:27, time: 1.233, data_time: 0.062, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7584, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.6337 2022-02-10 02:39:50,079 - mmaction - INFO - Epoch [152][220/940] lr: 4.000e-02, eta: 1 day, 14:16:55, time: 1.225, data_time: 0.054, memory: 9488, top1_acc: 0.5328, top5_acc: 0.7545, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.6265 2022-02-10 02:40:15,152 - mmaction - INFO - Epoch [152][240/940] lr: 4.000e-02, eta: 1 day, 14:16:24, time: 1.254, data_time: 0.077, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7627, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.6550 2022-02-10 02:40:39,938 - mmaction - INFO - Epoch [152][260/940] lr: 4.000e-02, eta: 1 day, 14:15:52, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7584, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.6563 2022-02-10 02:41:04,763 - mmaction - INFO - Epoch [152][280/940] lr: 4.000e-02, eta: 1 day, 14:15:21, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7668, loss_cls: 2.0085, loss: 2.0085, grad_norm: 2.6993 2022-02-10 02:41:29,487 - mmaction - INFO - Epoch [152][300/940] lr: 4.000e-02, eta: 1 day, 14:14:49, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7668, loss_cls: 1.9973, loss: 1.9973, grad_norm: 2.6258 2022-02-10 02:41:54,308 - mmaction - INFO - Epoch [152][320/940] lr: 4.000e-02, eta: 1 day, 14:14:17, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7699, loss_cls: 1.9872, loss: 1.9872, grad_norm: 2.6205 2022-02-10 02:42:19,176 - mmaction - INFO - Epoch [152][340/940] lr: 4.000e-02, eta: 1 day, 14:13:46, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.5396, top5_acc: 0.7686, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.6331 2022-02-10 02:42:43,846 - mmaction - INFO - Epoch [152][360/940] lr: 4.000e-02, eta: 1 day, 14:13:14, time: 1.233, data_time: 0.065, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7543, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.6628 2022-02-10 02:43:08,706 - mmaction - INFO - Epoch [152][380/940] lr: 4.000e-02, eta: 1 day, 14:12:42, time: 1.243, data_time: 0.068, memory: 9488, top1_acc: 0.5400, top5_acc: 0.7607, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.6067 2022-02-10 02:43:33,393 - mmaction - INFO - Epoch [152][400/940] lr: 4.000e-02, eta: 1 day, 14:12:11, time: 1.235, data_time: 0.064, memory: 9488, top1_acc: 0.5246, top5_acc: 0.7561, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.6714 2022-02-10 02:43:58,229 - mmaction - INFO - Epoch [152][420/940] lr: 4.000e-02, eta: 1 day, 14:11:39, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.5410, top5_acc: 0.7619, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.5522 2022-02-10 02:44:23,179 - mmaction - INFO - Epoch [152][440/940] lr: 4.000e-02, eta: 1 day, 14:11:08, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7617, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.6639 2022-02-10 02:44:48,040 - mmaction - INFO - Epoch [152][460/940] lr: 4.000e-02, eta: 1 day, 14:10:36, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7572, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.6391 2022-02-10 02:45:12,867 - mmaction - INFO - Epoch [152][480/940] lr: 4.000e-02, eta: 1 day, 14:10:05, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.5285, top5_acc: 0.7623, loss_cls: 2.0249, loss: 2.0249, grad_norm: 2.6509 2022-02-10 02:45:37,645 - mmaction - INFO - Epoch [152][500/940] lr: 4.000e-02, eta: 1 day, 14:09:33, time: 1.239, data_time: 0.056, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7605, loss_cls: 1.9774, loss: 1.9774, grad_norm: 2.6037 2022-02-10 02:46:02,349 - mmaction - INFO - Epoch [152][520/940] lr: 4.000e-02, eta: 1 day, 14:09:01, time: 1.235, data_time: 0.069, memory: 9488, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.6622 2022-02-10 02:46:27,307 - mmaction - INFO - Epoch [152][540/940] lr: 4.000e-02, eta: 1 day, 14:08:30, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7625, loss_cls: 1.9988, loss: 1.9988, grad_norm: 2.5584 2022-02-10 02:46:52,175 - mmaction - INFO - Epoch [152][560/940] lr: 4.000e-02, eta: 1 day, 14:07:58, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.5309, top5_acc: 0.7547, loss_cls: 2.0271, loss: 2.0271, grad_norm: 2.6271 2022-02-10 02:47:16,863 - mmaction - INFO - Epoch [152][580/940] lr: 4.000e-02, eta: 1 day, 14:07:27, time: 1.234, data_time: 0.058, memory: 9488, top1_acc: 0.5402, top5_acc: 0.7625, loss_cls: 1.9892, loss: 1.9892, grad_norm: 2.5947 2022-02-10 02:47:41,689 - mmaction - INFO - Epoch [152][600/940] lr: 4.000e-02, eta: 1 day, 14:06:55, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.5242, top5_acc: 0.7564, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.6493 2022-02-10 02:48:06,627 - mmaction - INFO - Epoch [152][620/940] lr: 4.000e-02, eta: 1 day, 14:06:24, time: 1.247, data_time: 0.067, memory: 9488, top1_acc: 0.5432, top5_acc: 0.7549, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.5879 2022-02-10 02:48:31,654 - mmaction - INFO - Epoch [152][640/940] lr: 4.000e-02, eta: 1 day, 14:05:52, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.5391, top5_acc: 0.7576, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.5614 2022-02-10 02:48:56,632 - mmaction - INFO - Epoch [152][660/940] lr: 4.000e-02, eta: 1 day, 14:05:21, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.5426, top5_acc: 0.7732, loss_cls: 1.9551, loss: 1.9551, grad_norm: 2.5808 2022-02-10 02:49:21,643 - mmaction - INFO - Epoch [152][680/940] lr: 4.000e-02, eta: 1 day, 14:04:50, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.6500 2022-02-10 02:49:46,814 - mmaction - INFO - Epoch [152][700/940] lr: 4.000e-02, eta: 1 day, 14:04:18, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7561, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.6317 2022-02-10 02:50:11,688 - mmaction - INFO - Epoch [152][720/940] lr: 4.000e-02, eta: 1 day, 14:03:47, time: 1.243, data_time: 0.073, memory: 9488, top1_acc: 0.5352, top5_acc: 0.7580, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.5854 2022-02-10 02:50:36,755 - mmaction - INFO - Epoch [152][740/940] lr: 4.000e-02, eta: 1 day, 14:03:16, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.5299, top5_acc: 0.7545, loss_cls: 2.0737, loss: 2.0737, grad_norm: 2.6804 2022-02-10 02:51:01,908 - mmaction - INFO - Epoch [152][760/940] lr: 4.000e-02, eta: 1 day, 14:02:44, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7553, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.6511 2022-02-10 02:51:26,930 - mmaction - INFO - Epoch [152][780/940] lr: 4.000e-02, eta: 1 day, 14:02:13, time: 1.251, data_time: 0.080, memory: 9488, top1_acc: 0.5402, top5_acc: 0.7578, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.6096 2022-02-10 02:51:51,941 - mmaction - INFO - Epoch [152][800/940] lr: 4.000e-02, eta: 1 day, 14:01:42, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5271, top5_acc: 0.7586, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.6369 2022-02-10 02:52:16,655 - mmaction - INFO - Epoch [152][820/940] lr: 4.000e-02, eta: 1 day, 14:01:10, time: 1.237, data_time: 0.075, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7508, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.5907 2022-02-10 02:52:41,612 - mmaction - INFO - Epoch [152][840/940] lr: 4.000e-02, eta: 1 day, 14:00:39, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.5410, top5_acc: 0.7586, loss_cls: 2.0192, loss: 2.0192, grad_norm: 2.6120 2022-02-10 02:53:06,539 - mmaction - INFO - Epoch [152][860/940] lr: 4.000e-02, eta: 1 day, 14:00:07, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5342, top5_acc: 0.7637, loss_cls: 1.9971, loss: 1.9971, grad_norm: 2.5966 2022-02-10 02:53:31,357 - mmaction - INFO - Epoch [152][880/940] lr: 4.000e-02, eta: 1 day, 13:59:36, time: 1.241, data_time: 0.072, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7629, loss_cls: 1.9990, loss: 1.9990, grad_norm: 2.6181 2022-02-10 02:53:56,198 - mmaction - INFO - Epoch [152][900/940] lr: 4.000e-02, eta: 1 day, 13:59:04, time: 1.242, data_time: 0.066, memory: 9488, top1_acc: 0.5348, top5_acc: 0.7689, loss_cls: 1.9906, loss: 1.9906, grad_norm: 2.6086 2022-02-10 02:54:21,275 - mmaction - INFO - Epoch [152][920/940] lr: 4.000e-02, eta: 1 day, 13:58:33, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7545, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.6534 2022-02-10 02:54:44,716 - mmaction - INFO - Epoch [152][940/940] lr: 4.000e-02, eta: 1 day, 13:58:00, time: 1.172, data_time: 0.062, memory: 9488, top1_acc: 0.5268, top5_acc: 0.7569, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.6134 2022-02-10 02:57:50,626 - mmaction - INFO - Epoch [153][20/940] lr: 4.000e-02, eta: 1 day, 14:00:24, time: 9.007, data_time: 6.592, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7682, loss_cls: 1.9841, loss: 1.9841, grad_norm: 2.6056 2022-02-10 02:58:14,143 - mmaction - INFO - Epoch [153][40/940] lr: 4.000e-02, eta: 1 day, 13:59:51, time: 1.176, data_time: 0.044, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7619, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.5971 2022-02-10 02:58:37,801 - mmaction - INFO - Epoch [153][60/940] lr: 4.000e-02, eta: 1 day, 13:59:18, time: 1.183, data_time: 0.046, memory: 9488, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9620, loss: 1.9620, grad_norm: 2.5835 2022-02-10 02:59:01,542 - mmaction - INFO - Epoch [153][80/940] lr: 4.000e-02, eta: 1 day, 13:58:45, time: 1.187, data_time: 0.041, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7568, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.6376 2022-02-10 02:59:25,541 - mmaction - INFO - Epoch [153][100/940] lr: 4.000e-02, eta: 1 day, 13:58:13, time: 1.200, data_time: 0.049, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7635, loss_cls: 1.9968, loss: 1.9968, grad_norm: 2.6285 2022-02-10 02:59:49,882 - mmaction - INFO - Epoch [153][120/940] lr: 4.000e-02, eta: 1 day, 13:57:41, time: 1.217, data_time: 0.051, memory: 9488, top1_acc: 0.5340, top5_acc: 0.7668, loss_cls: 1.9845, loss: 1.9845, grad_norm: 2.6221 2022-02-10 03:00:14,217 - mmaction - INFO - Epoch [153][140/940] lr: 4.000e-02, eta: 1 day, 13:57:09, time: 1.217, data_time: 0.057, memory: 9488, top1_acc: 0.5463, top5_acc: 0.7686, loss_cls: 1.9738, loss: 1.9738, grad_norm: 2.5997 2022-02-10 03:00:38,641 - mmaction - INFO - Epoch [153][160/940] lr: 4.000e-02, eta: 1 day, 13:56:37, time: 1.220, data_time: 0.050, memory: 9488, top1_acc: 0.5402, top5_acc: 0.7643, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.6023 2022-02-10 03:01:03,202 - mmaction - INFO - Epoch [153][180/940] lr: 4.000e-02, eta: 1 day, 13:56:05, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0112, loss: 2.0112, grad_norm: 2.5865 2022-02-10 03:01:27,537 - mmaction - INFO - Epoch [153][200/940] lr: 4.000e-02, eta: 1 day, 13:55:33, time: 1.217, data_time: 0.056, memory: 9488, top1_acc: 0.5316, top5_acc: 0.7574, loss_cls: 2.0240, loss: 2.0240, grad_norm: 2.6451 2022-02-10 03:01:52,200 - mmaction - INFO - Epoch [153][220/940] lr: 4.000e-02, eta: 1 day, 13:55:01, time: 1.233, data_time: 0.059, memory: 9488, top1_acc: 0.5395, top5_acc: 0.7648, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.6401 2022-02-10 03:02:16,801 - mmaction - INFO - Epoch [153][240/940] lr: 4.000e-02, eta: 1 day, 13:54:29, time: 1.230, data_time: 0.054, memory: 9488, top1_acc: 0.5377, top5_acc: 0.7721, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.6610 2022-02-10 03:02:41,543 - mmaction - INFO - Epoch [153][260/940] lr: 4.000e-02, eta: 1 day, 13:53:57, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7582, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.6419 2022-02-10 03:03:06,471 - mmaction - INFO - Epoch [153][280/940] lr: 4.000e-02, eta: 1 day, 13:53:26, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.5402, top5_acc: 0.7598, loss_cls: 1.9924, loss: 1.9924, grad_norm: 2.6196 2022-02-10 03:03:31,097 - mmaction - INFO - Epoch [153][300/940] lr: 4.000e-02, eta: 1 day, 13:52:54, time: 1.231, data_time: 0.060, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7520, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.6218 2022-02-10 03:03:56,307 - mmaction - INFO - Epoch [153][320/940] lr: 4.000e-02, eta: 1 day, 13:52:23, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7627, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.6047 2022-02-10 03:04:21,070 - mmaction - INFO - Epoch [153][340/940] lr: 4.000e-02, eta: 1 day, 13:51:52, time: 1.238, data_time: 0.063, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7764, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.6309 2022-02-10 03:04:45,800 - mmaction - INFO - Epoch [153][360/940] lr: 4.000e-02, eta: 1 day, 13:51:20, time: 1.236, data_time: 0.056, memory: 9488, top1_acc: 0.5432, top5_acc: 0.7717, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.5633 2022-02-10 03:05:10,539 - mmaction - INFO - Epoch [153][380/940] lr: 4.000e-02, eta: 1 day, 13:50:48, time: 1.237, data_time: 0.069, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7633, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.6771 2022-02-10 03:05:35,390 - mmaction - INFO - Epoch [153][400/940] lr: 4.000e-02, eta: 1 day, 13:50:17, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7621, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.6846 2022-02-10 03:06:00,261 - mmaction - INFO - Epoch [153][420/940] lr: 4.000e-02, eta: 1 day, 13:49:45, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.5215, top5_acc: 0.7551, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.6643 2022-02-10 03:06:24,913 - mmaction - INFO - Epoch [153][440/940] lr: 4.000e-02, eta: 1 day, 13:49:14, time: 1.232, data_time: 0.055, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7600, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.6076 2022-02-10 03:06:49,818 - mmaction - INFO - Epoch [153][460/940] lr: 4.000e-02, eta: 1 day, 13:48:42, time: 1.245, data_time: 0.077, memory: 9488, top1_acc: 0.5277, top5_acc: 0.7588, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.5973 2022-02-10 03:07:14,716 - mmaction - INFO - Epoch [153][480/940] lr: 4.000e-02, eta: 1 day, 13:48:11, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7613, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.5907 2022-02-10 03:07:39,804 - mmaction - INFO - Epoch [153][500/940] lr: 4.000e-02, eta: 1 day, 13:47:40, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.5355, top5_acc: 0.7561, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.5908 2022-02-10 03:08:04,783 - mmaction - INFO - Epoch [153][520/940] lr: 4.000e-02, eta: 1 day, 13:47:08, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.5455, top5_acc: 0.7631, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.5717 2022-02-10 03:08:29,747 - mmaction - INFO - Epoch [153][540/940] lr: 4.000e-02, eta: 1 day, 13:46:37, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.5256, top5_acc: 0.7518, loss_cls: 2.0499, loss: 2.0499, grad_norm: 2.6107 2022-02-10 03:08:54,712 - mmaction - INFO - Epoch [153][560/940] lr: 4.000e-02, eta: 1 day, 13:46:05, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.5217, top5_acc: 0.7510, loss_cls: 2.0615, loss: 2.0615, grad_norm: 2.6461 2022-02-10 03:09:19,754 - mmaction - INFO - Epoch [153][580/940] lr: 4.000e-02, eta: 1 day, 13:45:34, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.5189, top5_acc: 0.7520, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.6073 2022-02-10 03:09:44,651 - mmaction - INFO - Epoch [153][600/940] lr: 4.000e-02, eta: 1 day, 13:45:03, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.5396, top5_acc: 0.7574, loss_cls: 2.0043, loss: 2.0043, grad_norm: 2.5441 2022-02-10 03:10:09,690 - mmaction - INFO - Epoch [153][620/940] lr: 4.000e-02, eta: 1 day, 13:44:32, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.5279, top5_acc: 0.7561, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.6555 2022-02-10 03:10:34,456 - mmaction - INFO - Epoch [153][640/940] lr: 4.000e-02, eta: 1 day, 13:44:00, time: 1.238, data_time: 0.062, memory: 9488, top1_acc: 0.5303, top5_acc: 0.7576, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.5726 2022-02-10 03:10:59,089 - mmaction - INFO - Epoch [153][660/940] lr: 4.000e-02, eta: 1 day, 13:43:28, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.5393, top5_acc: 0.7596, loss_cls: 2.0268, loss: 2.0268, grad_norm: 2.5564 2022-02-10 03:11:24,013 - mmaction - INFO - Epoch [153][680/940] lr: 4.000e-02, eta: 1 day, 13:42:57, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7701, loss_cls: 1.9859, loss: 1.9859, grad_norm: 2.5677 2022-02-10 03:11:48,852 - mmaction - INFO - Epoch [153][700/940] lr: 4.000e-02, eta: 1 day, 13:42:26, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.5504, top5_acc: 0.7684, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.5876 2022-02-10 03:12:13,780 - mmaction - INFO - Epoch [153][720/940] lr: 4.000e-02, eta: 1 day, 13:41:54, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.5332, top5_acc: 0.7645, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.5968 2022-02-10 03:12:38,512 - mmaction - INFO - Epoch [153][740/940] lr: 4.000e-02, eta: 1 day, 13:41:23, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.5197, top5_acc: 0.7588, loss_cls: 2.0826, loss: 2.0826, grad_norm: 2.6371 2022-02-10 03:13:03,408 - mmaction - INFO - Epoch [153][760/940] lr: 4.000e-02, eta: 1 day, 13:40:51, time: 1.246, data_time: 0.051, memory: 9488, top1_acc: 0.5389, top5_acc: 0.7695, loss_cls: 1.9870, loss: 1.9870, grad_norm: 2.5986 2022-02-10 03:13:28,584 - mmaction - INFO - Epoch [153][780/940] lr: 4.000e-02, eta: 1 day, 13:40:20, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7537, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.6439 2022-02-10 03:13:53,444 - mmaction - INFO - Epoch [153][800/940] lr: 4.000e-02, eta: 1 day, 13:39:49, time: 1.243, data_time: 0.068, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7559, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.6273 2022-02-10 03:14:18,363 - mmaction - INFO - Epoch [153][820/940] lr: 4.000e-02, eta: 1 day, 13:39:17, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.5311, top5_acc: 0.7658, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.5988 2022-02-10 03:14:43,322 - mmaction - INFO - Epoch [153][840/940] lr: 4.000e-02, eta: 1 day, 13:38:46, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.5379, top5_acc: 0.7658, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.6536 2022-02-10 03:15:08,374 - mmaction - INFO - Epoch [153][860/940] lr: 4.000e-02, eta: 1 day, 13:38:15, time: 1.253, data_time: 0.055, memory: 9488, top1_acc: 0.5281, top5_acc: 0.7533, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.6346 2022-02-10 03:15:33,321 - mmaction - INFO - Epoch [153][880/940] lr: 4.000e-02, eta: 1 day, 13:37:44, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.5367, top5_acc: 0.7533, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.6100 2022-02-10 03:15:58,362 - mmaction - INFO - Epoch [153][900/940] lr: 4.000e-02, eta: 1 day, 13:37:12, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.5273, top5_acc: 0.7598, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.6042 2022-02-10 03:16:23,142 - mmaction - INFO - Epoch [153][920/940] lr: 4.000e-02, eta: 1 day, 13:36:41, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.5314, top5_acc: 0.7549, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.6399 2022-02-10 03:16:46,803 - mmaction - INFO - Epoch [153][940/940] lr: 4.000e-02, eta: 1 day, 13:36:08, time: 1.184, data_time: 0.060, memory: 9488, top1_acc: 0.5227, top5_acc: 0.7577, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.6305 2022-02-10 03:19:44,429 - mmaction - INFO - Epoch [154][20/940] lr: 4.000e-02, eta: 1 day, 13:38:23, time: 8.763, data_time: 6.736, memory: 9488, top1_acc: 0.5350, top5_acc: 0.7625, loss_cls: 1.9968, loss: 1.9968, grad_norm: 2.5996 2022-02-10 03:20:07,794 - mmaction - INFO - Epoch [154][40/940] lr: 4.000e-02, eta: 1 day, 13:37:50, time: 1.174, data_time: 0.053, memory: 9488, top1_acc: 0.5414, top5_acc: 0.7627, loss_cls: 1.9888, loss: 1.9888, grad_norm: 2.6015 2022-02-10 03:20:31,495 - mmaction - INFO - Epoch [154][60/940] lr: 4.000e-02, eta: 1 day, 13:37:17, time: 1.185, data_time: 0.050, memory: 9488, top1_acc: 0.5381, top5_acc: 0.7689, loss_cls: 1.9656, loss: 1.9656, grad_norm: 2.5998 2022-02-10 03:20:55,348 - mmaction - INFO - Epoch [154][80/940] lr: 4.000e-02, eta: 1 day, 13:36:45, time: 1.193, data_time: 0.050, memory: 9488, top1_acc: 0.5441, top5_acc: 0.7688, loss_cls: 1.9688, loss: 1.9688, grad_norm: 2.6298 2022-02-10 03:21:19,350 - mmaction - INFO - Epoch [154][100/940] lr: 4.000e-02, eta: 1 day, 13:36:12, time: 1.200, data_time: 0.053, memory: 9488, top1_acc: 0.5432, top5_acc: 0.7658, loss_cls: 1.9819, loss: 1.9819, grad_norm: 2.6167 2022-02-10 03:21:43,354 - mmaction - INFO - Epoch [154][120/940] lr: 4.000e-02, eta: 1 day, 13:35:40, time: 1.200, data_time: 0.056, memory: 9488, top1_acc: 0.5262, top5_acc: 0.7672, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.5843 2022-02-10 03:22:09,190 - mmaction - INFO - Epoch [154][140/940] lr: 4.000e-02, eta: 1 day, 13:35:09, time: 1.283, data_time: 0.053, memory: 9488, top1_acc: 0.5426, top5_acc: 0.7703, loss_cls: 1.9798, loss: 1.9798, grad_norm: 2.6225 2022-02-10 03:22:33,733 - mmaction - INFO - Epoch [154][160/940] lr: 4.000e-02, eta: 1 day, 13:34:38, time: 1.236, data_time: 0.066, memory: 9488, top1_acc: 0.5326, top5_acc: 0.7590, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.6462 2022-02-10 03:22:58,235 - mmaction - INFO - Epoch [154][180/940] lr: 4.000e-02, eta: 1 day, 13:34:06, time: 1.225, data_time: 0.062, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7600, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.6577 2022-02-10 03:23:22,558 - mmaction - INFO - Epoch [154][200/940] lr: 4.000e-02, eta: 1 day, 13:33:34, time: 1.216, data_time: 0.061, memory: 9488, top1_acc: 0.5293, top5_acc: 0.7580, loss_cls: 2.0174, loss: 2.0174, grad_norm: 2.5889 2022-02-10 03:23:47,201 - mmaction - INFO - Epoch [154][220/940] lr: 4.000e-02, eta: 1 day, 13:33:02, time: 1.232, data_time: 0.063, memory: 9488, top1_acc: 0.5324, top5_acc: 0.7627, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.6040 2022-02-10 03:24:11,958 - mmaction - INFO - Epoch [154][240/940] lr: 4.000e-02, eta: 1 day, 13:32:31, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.5307, top5_acc: 0.7537, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.6420 2022-02-10 03:24:38,747 - mmaction - INFO - Epoch [154][260/940] lr: 4.000e-02, eta: 1 day, 13:32:01, time: 1.339, data_time: 0.178, memory: 9488, top1_acc: 0.5443, top5_acc: 0.7535, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.6413 2022-02-10 03:25:03,327 - mmaction - INFO - Epoch [154][280/940] lr: 4.000e-02, eta: 1 day, 13:31:30, time: 1.229, data_time: 0.071, memory: 9488, top1_acc: 0.5330, top5_acc: 0.7615, loss_cls: 2.0219, loss: 2.0219, grad_norm: 2.6076 2022-02-10 03:25:28,063 - mmaction - INFO - Epoch [154][300/940] lr: 4.000e-02, eta: 1 day, 13:30:58, time: 1.237, data_time: 0.072, memory: 9488, top1_acc: 0.5404, top5_acc: 0.7590, loss_cls: 2.0174, loss: 2.0174, grad_norm: 2.6016 2022-02-10 03:25:52,951 - mmaction - INFO - Epoch [154][320/940] lr: 4.000e-02, eta: 1 day, 13:30:27, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.5909 2022-02-10 03:26:17,712 - mmaction - INFO - Epoch [154][340/940] lr: 4.000e-02, eta: 1 day, 13:29:55, time: 1.238, data_time: 0.073, memory: 9488, top1_acc: 0.5441, top5_acc: 0.7607, loss_cls: 1.9864, loss: 1.9864, grad_norm: 2.5582 2022-02-10 03:26:42,617 - mmaction - INFO - Epoch [154][360/940] lr: 4.000e-02, eta: 1 day, 13:29:24, time: 1.245, data_time: 0.072, memory: 9488, top1_acc: 0.5447, top5_acc: 0.7713, loss_cls: 1.9557, loss: 1.9557, grad_norm: 2.6276 2022-02-10 03:27:07,559 - mmaction - INFO - Epoch [154][380/940] lr: 4.000e-02, eta: 1 day, 13:28:53, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.5283, top5_acc: 0.7709, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.5771 2022-02-10 03:27:32,399 - mmaction - INFO - Epoch [154][400/940] lr: 4.000e-02, eta: 1 day, 13:28:21, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.5289, top5_acc: 0.7564, loss_cls: 2.0534, loss: 2.0534, grad_norm: 2.6742 2022-02-10 03:27:57,338 - mmaction - INFO - Epoch [154][420/940] lr: 4.000e-02, eta: 1 day, 13:27:50, time: 1.247, data_time: 0.067, memory: 9488, top1_acc: 0.5455, top5_acc: 0.7607, loss_cls: 2.0006, loss: 2.0006, grad_norm: 2.5947 2022-02-10 03:28:22,134 - mmaction - INFO - Epoch [154][440/940] lr: 4.000e-02, eta: 1 day, 13:27:18, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.5510, top5_acc: 0.7699, loss_cls: 1.9757, loss: 1.9757, grad_norm: 2.5412 2022-02-10 03:28:47,277 - mmaction - INFO - Epoch [154][460/940] lr: 4.000e-02, eta: 1 day, 13:26:47, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.5432, top5_acc: 0.7666, loss_cls: 1.9752, loss: 1.9752, grad_norm: 2.6778 2022-02-10 03:29:12,310 - mmaction - INFO - Epoch [154][480/940] lr: 4.000e-02, eta: 1 day, 13:26:16, time: 1.252, data_time: 0.079, memory: 9488, top1_acc: 0.5254, top5_acc: 0.7607, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.6562 2022-02-10 03:29:37,407 - mmaction - INFO - Epoch [154][500/940] lr: 4.000e-02, eta: 1 day, 13:25:45, time: 1.255, data_time: 0.080, memory: 9488, top1_acc: 0.5275, top5_acc: 0.7551, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.6264 2022-02-10 03:30:02,319 - mmaction - INFO - Epoch [154][520/940] lr: 4.000e-02, eta: 1 day, 13:25:14, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.5465, top5_acc: 0.7672, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.6425 2022-02-10 03:30:29,447 - mmaction - INFO - Epoch [154][540/940] lr: 4.000e-02, eta: 1 day, 13:24:45, time: 1.356, data_time: 0.066, memory: 9488, top1_acc: 0.5400, top5_acc: 0.7670, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.6536 2022-02-10 03:30:54,564 - mmaction - INFO - Epoch [154][560/940] lr: 4.000e-02, eta: 1 day, 13:24:14, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.5418, top5_acc: 0.7664, loss_cls: 1.9992, loss: 1.9992, grad_norm: 2.6115 2022-02-10 03:31:19,565 - mmaction - INFO - Epoch [154][580/940] lr: 4.000e-02, eta: 1 day, 13:23:42, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.5301, top5_acc: 0.7543, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.6406 2022-02-10 03:31:44,403 - mmaction - INFO - Epoch [154][600/940] lr: 4.000e-02, eta: 1 day, 13:23:11, time: 1.242, data_time: 0.066, memory: 9488, top1_acc: 0.5383, top5_acc: 0.7615, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.6058 2022-02-10 03:32:09,599 - mmaction - INFO - Epoch [154][620/940] lr: 4.000e-02, eta: 1 day, 13:22:40, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7562, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.5862 2022-02-10 03:32:34,715 - mmaction - INFO - Epoch [154][640/940] lr: 4.000e-02, eta: 1 day, 13:22:09, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7639, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.6460 2022-02-10 03:32:59,712 - mmaction - INFO - Epoch [154][660/940] lr: 4.000e-02, eta: 1 day, 13:21:38, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.5477, top5_acc: 0.7633, loss_cls: 1.9903, loss: 1.9903, grad_norm: 2.5465 2022-02-10 03:33:24,471 - mmaction - INFO - Epoch [154][680/940] lr: 4.000e-02, eta: 1 day, 13:21:06, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5105, top5_acc: 0.7516, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.6178 2022-02-10 03:33:49,523 - mmaction - INFO - Epoch [154][700/940] lr: 4.000e-02, eta: 1 day, 13:20:35, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.5125, top5_acc: 0.7600, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.6014 2022-02-10 03:34:14,544 - mmaction - INFO - Epoch [154][720/940] lr: 4.000e-02, eta: 1 day, 13:20:04, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.5240, top5_acc: 0.7561, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.6806 2022-02-10 03:34:39,721 - mmaction - INFO - Epoch [154][740/940] lr: 4.000e-02, eta: 1 day, 13:19:33, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.5357, top5_acc: 0.7609, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.5690 2022-02-10 03:35:04,857 - mmaction - INFO - Epoch [154][760/940] lr: 4.000e-02, eta: 1 day, 13:19:02, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.5191, top5_acc: 0.7553, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.6672 2022-02-10 03:35:30,015 - mmaction - INFO - Epoch [154][780/940] lr: 4.000e-02, eta: 1 day, 13:18:31, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.5369, top5_acc: 0.7662, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.6193 2022-02-10 03:35:55,271 - mmaction - INFO - Epoch [154][800/940] lr: 4.000e-02, eta: 1 day, 13:18:00, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.5336, top5_acc: 0.7605, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.6125 2022-02-10 03:36:20,413 - mmaction - INFO - Epoch [154][820/940] lr: 4.000e-02, eta: 1 day, 13:17:29, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.5500, top5_acc: 0.7715, loss_cls: 1.9688, loss: 1.9688, grad_norm: 2.6375 2022-02-10 03:36:45,572 - mmaction - INFO - Epoch [154][840/940] lr: 4.000e-02, eta: 1 day, 13:16:58, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.5295, top5_acc: 0.7574, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.6517 2022-02-10 03:37:10,758 - mmaction - INFO - Epoch [154][860/940] lr: 4.000e-02, eta: 1 day, 13:16:27, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.5334, top5_acc: 0.7570, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.6110 2022-02-10 03:37:35,883 - mmaction - INFO - Epoch [154][880/940] lr: 4.000e-02, eta: 1 day, 13:15:56, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.5238, top5_acc: 0.7631, loss_cls: 2.0235, loss: 2.0235, grad_norm: 2.6732 2022-02-10 03:38:00,980 - mmaction - INFO - Epoch [154][900/940] lr: 4.000e-02, eta: 1 day, 13:15:25, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.5420, top5_acc: 0.7611, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.6201 2022-02-10 03:38:26,112 - mmaction - INFO - Epoch [154][920/940] lr: 4.000e-02, eta: 1 day, 13:14:53, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.5297, top5_acc: 0.7658, loss_cls: 2.0147, loss: 2.0147, grad_norm: 2.5789 2022-02-10 03:38:49,938 - mmaction - INFO - Epoch [154][940/940] lr: 4.000e-02, eta: 1 day, 13:14:21, time: 1.192, data_time: 0.062, memory: 9488, top1_acc: 0.5229, top5_acc: 0.7492, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.6356 2022-02-10 03:42:53,526 - mmaction - INFO - Epoch [155][20/940] lr: 4.000e-03, eta: 1 day, 13:17:40, time: 11.881, data_time: 8.179, memory: 9488, top1_acc: 0.5516, top5_acc: 0.7748, loss_cls: 1.9458, loss: 1.9458, grad_norm: 2.5689 2022-02-10 03:43:16,914 - mmaction - INFO - Epoch [155][40/940] lr: 4.000e-03, eta: 1 day, 13:17:07, time: 1.169, data_time: 0.045, memory: 9488, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8846, loss: 1.8846, grad_norm: 2.4966 2022-02-10 03:43:40,386 - mmaction - INFO - Epoch [155][60/940] lr: 4.000e-03, eta: 1 day, 13:16:35, time: 1.174, data_time: 0.043, memory: 9488, top1_acc: 0.5682, top5_acc: 0.7840, loss_cls: 1.8483, loss: 1.8483, grad_norm: 2.4617 2022-02-10 03:44:04,070 - mmaction - INFO - Epoch [155][80/940] lr: 4.000e-03, eta: 1 day, 13:16:02, time: 1.183, data_time: 0.050, memory: 9488, top1_acc: 0.5791, top5_acc: 0.7879, loss_cls: 1.8244, loss: 1.8244, grad_norm: 2.4753 2022-02-10 03:44:27,806 - mmaction - INFO - Epoch [155][100/940] lr: 4.000e-03, eta: 1 day, 13:15:29, time: 1.187, data_time: 0.049, memory: 9488, top1_acc: 0.5729, top5_acc: 0.7910, loss_cls: 1.8179, loss: 1.8179, grad_norm: 2.4825 2022-02-10 03:44:51,842 - mmaction - INFO - Epoch [155][120/940] lr: 4.000e-03, eta: 1 day, 13:14:57, time: 1.202, data_time: 0.052, memory: 9488, top1_acc: 0.5721, top5_acc: 0.7920, loss_cls: 1.8087, loss: 1.8087, grad_norm: 2.4882 2022-02-10 03:45:16,103 - mmaction - INFO - Epoch [155][140/940] lr: 4.000e-03, eta: 1 day, 13:14:25, time: 1.213, data_time: 0.051, memory: 9488, top1_acc: 0.5854, top5_acc: 0.7893, loss_cls: 1.8426, loss: 1.8426, grad_norm: 2.4852 2022-02-10 03:45:40,409 - mmaction - INFO - Epoch [155][160/940] lr: 4.000e-03, eta: 1 day, 13:13:53, time: 1.216, data_time: 0.048, memory: 9488, top1_acc: 0.5654, top5_acc: 0.7881, loss_cls: 1.8742, loss: 1.8742, grad_norm: 2.5029 2022-02-10 03:46:04,569 - mmaction - INFO - Epoch [155][180/940] lr: 4.000e-03, eta: 1 day, 13:13:21, time: 1.209, data_time: 0.050, memory: 9488, top1_acc: 0.5816, top5_acc: 0.7912, loss_cls: 1.8072, loss: 1.8072, grad_norm: 2.4820 2022-02-10 03:46:29,053 - mmaction - INFO - Epoch [155][200/940] lr: 4.000e-03, eta: 1 day, 13:12:49, time: 1.223, data_time: 0.058, memory: 9488, top1_acc: 0.5830, top5_acc: 0.7943, loss_cls: 1.7896, loss: 1.7896, grad_norm: 2.4791 2022-02-10 03:46:53,608 - mmaction - INFO - Epoch [155][220/940] lr: 4.000e-03, eta: 1 day, 13:12:17, time: 1.228, data_time: 0.051, memory: 9488, top1_acc: 0.5717, top5_acc: 0.7893, loss_cls: 1.8173, loss: 1.8173, grad_norm: 2.5354 2022-02-10 03:47:18,112 - mmaction - INFO - Epoch [155][240/940] lr: 4.000e-03, eta: 1 day, 13:11:45, time: 1.225, data_time: 0.055, memory: 9488, top1_acc: 0.5646, top5_acc: 0.7926, loss_cls: 1.8280, loss: 1.8280, grad_norm: 2.5141 2022-02-10 03:47:42,919 - mmaction - INFO - Epoch [155][260/940] lr: 4.000e-03, eta: 1 day, 13:11:14, time: 1.241, data_time: 0.066, memory: 9488, top1_acc: 0.5836, top5_acc: 0.7973, loss_cls: 1.7762, loss: 1.7762, grad_norm: 2.4649 2022-02-10 03:48:08,146 - mmaction - INFO - Epoch [155][280/940] lr: 4.000e-03, eta: 1 day, 13:10:43, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.5904, top5_acc: 0.8021, loss_cls: 1.7601, loss: 1.7601, grad_norm: 2.5090 2022-02-10 03:48:32,808 - mmaction - INFO - Epoch [155][300/940] lr: 4.000e-03, eta: 1 day, 13:10:11, time: 1.233, data_time: 0.053, memory: 9488, top1_acc: 0.5920, top5_acc: 0.8045, loss_cls: 1.7247, loss: 1.7247, grad_norm: 2.5050 2022-02-10 03:48:57,533 - mmaction - INFO - Epoch [155][320/940] lr: 4.000e-03, eta: 1 day, 13:09:40, time: 1.236, data_time: 0.056, memory: 9488, top1_acc: 0.5871, top5_acc: 0.8035, loss_cls: 1.7625, loss: 1.7625, grad_norm: 2.5243 2022-02-10 03:49:22,409 - mmaction - INFO - Epoch [155][340/940] lr: 4.000e-03, eta: 1 day, 13:09:08, time: 1.244, data_time: 0.058, memory: 9488, top1_acc: 0.5873, top5_acc: 0.7957, loss_cls: 1.8045, loss: 1.8045, grad_norm: 2.5587 2022-02-10 03:49:47,260 - mmaction - INFO - Epoch [155][360/940] lr: 4.000e-03, eta: 1 day, 13:08:37, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.5879, top5_acc: 0.7984, loss_cls: 1.7539, loss: 1.7539, grad_norm: 2.5272 2022-02-10 03:50:12,545 - mmaction - INFO - Epoch [155][380/940] lr: 4.000e-03, eta: 1 day, 13:08:06, time: 1.264, data_time: 0.061, memory: 9488, top1_acc: 0.5959, top5_acc: 0.7998, loss_cls: 1.7678, loss: 1.7678, grad_norm: 2.5553 2022-02-10 03:50:37,293 - mmaction - INFO - Epoch [155][400/940] lr: 4.000e-03, eta: 1 day, 13:07:35, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.6944, loss: 1.6944, grad_norm: 2.4715 2022-02-10 03:51:01,871 - mmaction - INFO - Epoch [155][420/940] lr: 4.000e-03, eta: 1 day, 13:07:03, time: 1.229, data_time: 0.054, memory: 9488, top1_acc: 0.5838, top5_acc: 0.7961, loss_cls: 1.7854, loss: 1.7854, grad_norm: 2.5627 2022-02-10 03:51:26,669 - mmaction - INFO - Epoch [155][440/940] lr: 4.000e-03, eta: 1 day, 13:06:31, time: 1.240, data_time: 0.057, memory: 9488, top1_acc: 0.5943, top5_acc: 0.7975, loss_cls: 1.7627, loss: 1.7627, grad_norm: 2.5368 2022-02-10 03:51:51,358 - mmaction - INFO - Epoch [155][460/940] lr: 4.000e-03, eta: 1 day, 13:06:00, time: 1.234, data_time: 0.062, memory: 9488, top1_acc: 0.5830, top5_acc: 0.7973, loss_cls: 1.7835, loss: 1.7835, grad_norm: 2.5796 2022-02-10 03:52:15,930 - mmaction - INFO - Epoch [155][480/940] lr: 4.000e-03, eta: 1 day, 13:05:28, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.5928, top5_acc: 0.8049, loss_cls: 1.7441, loss: 1.7441, grad_norm: 2.5396 2022-02-10 03:52:40,492 - mmaction - INFO - Epoch [155][500/940] lr: 4.000e-03, eta: 1 day, 13:04:57, time: 1.228, data_time: 0.068, memory: 9488, top1_acc: 0.5885, top5_acc: 0.8051, loss_cls: 1.7513, loss: 1.7513, grad_norm: 2.5586 2022-02-10 03:53:05,125 - mmaction - INFO - Epoch [155][520/940] lr: 4.000e-03, eta: 1 day, 13:04:25, time: 1.232, data_time: 0.067, memory: 9488, top1_acc: 0.5998, top5_acc: 0.8082, loss_cls: 1.7100, loss: 1.7100, grad_norm: 2.5162 2022-02-10 03:53:29,577 - mmaction - INFO - Epoch [155][540/940] lr: 4.000e-03, eta: 1 day, 13:03:53, time: 1.223, data_time: 0.057, memory: 9488, top1_acc: 0.5879, top5_acc: 0.7996, loss_cls: 1.7714, loss: 1.7714, grad_norm: 2.5847 2022-02-10 03:53:54,313 - mmaction - INFO - Epoch [155][560/940] lr: 4.000e-03, eta: 1 day, 13:03:22, time: 1.237, data_time: 0.057, memory: 9488, top1_acc: 0.5895, top5_acc: 0.8008, loss_cls: 1.7784, loss: 1.7784, grad_norm: 2.5860 2022-02-10 03:54:19,162 - mmaction - INFO - Epoch [155][580/940] lr: 4.000e-03, eta: 1 day, 13:02:50, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.5904, top5_acc: 0.8092, loss_cls: 1.7368, loss: 1.7368, grad_norm: 2.5689 2022-02-10 03:54:44,145 - mmaction - INFO - Epoch [155][600/940] lr: 4.000e-03, eta: 1 day, 13:02:19, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.5875, top5_acc: 0.7980, loss_cls: 1.7718, loss: 1.7718, grad_norm: 2.5882 2022-02-10 03:55:08,651 - mmaction - INFO - Epoch [155][620/940] lr: 4.000e-03, eta: 1 day, 13:01:47, time: 1.225, data_time: 0.064, memory: 9488, top1_acc: 0.5857, top5_acc: 0.7959, loss_cls: 1.7707, loss: 1.7707, grad_norm: 2.5815 2022-02-10 03:55:33,528 - mmaction - INFO - Epoch [155][640/940] lr: 4.000e-03, eta: 1 day, 13:01:16, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.5971, top5_acc: 0.8018, loss_cls: 1.7113, loss: 1.7113, grad_norm: 2.5299 2022-02-10 03:55:58,124 - mmaction - INFO - Epoch [155][660/940] lr: 4.000e-03, eta: 1 day, 13:00:44, time: 1.230, data_time: 0.063, memory: 9488, top1_acc: 0.5908, top5_acc: 0.7949, loss_cls: 1.7537, loss: 1.7537, grad_norm: 2.5696 2022-02-10 03:56:22,821 - mmaction - INFO - Epoch [155][680/940] lr: 4.000e-03, eta: 1 day, 13:00:13, time: 1.235, data_time: 0.064, memory: 9488, top1_acc: 0.6008, top5_acc: 0.8072, loss_cls: 1.7019, loss: 1.7019, grad_norm: 2.5248 2022-02-10 03:56:47,430 - mmaction - INFO - Epoch [155][700/940] lr: 4.000e-03, eta: 1 day, 12:59:41, time: 1.231, data_time: 0.058, memory: 9488, top1_acc: 0.5992, top5_acc: 0.8041, loss_cls: 1.7193, loss: 1.7193, grad_norm: 2.5591 2022-02-10 03:57:12,108 - mmaction - INFO - Epoch [155][720/940] lr: 4.000e-03, eta: 1 day, 12:59:10, time: 1.234, data_time: 0.066, memory: 9488, top1_acc: 0.5883, top5_acc: 0.8004, loss_cls: 1.7446, loss: 1.7446, grad_norm: 2.5692 2022-02-10 03:57:36,819 - mmaction - INFO - Epoch [155][740/940] lr: 4.000e-03, eta: 1 day, 12:58:38, time: 1.236, data_time: 0.074, memory: 9488, top1_acc: 0.5930, top5_acc: 0.8031, loss_cls: 1.7145, loss: 1.7145, grad_norm: 2.5846 2022-02-10 03:58:01,384 - mmaction - INFO - Epoch [155][760/940] lr: 4.000e-03, eta: 1 day, 12:58:07, time: 1.228, data_time: 0.069, memory: 9488, top1_acc: 0.5969, top5_acc: 0.8025, loss_cls: 1.7155, loss: 1.7155, grad_norm: 2.5500 2022-02-10 03:58:26,200 - mmaction - INFO - Epoch [155][780/940] lr: 4.000e-03, eta: 1 day, 12:57:35, time: 1.241, data_time: 0.066, memory: 9488, top1_acc: 0.5795, top5_acc: 0.7924, loss_cls: 1.7835, loss: 1.7835, grad_norm: 2.6185 2022-02-10 03:58:51,260 - mmaction - INFO - Epoch [155][800/940] lr: 4.000e-03, eta: 1 day, 12:57:04, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.5830, top5_acc: 0.7875, loss_cls: 1.7894, loss: 1.7894, grad_norm: 2.5776 2022-02-10 03:59:16,054 - mmaction - INFO - Epoch [155][820/940] lr: 4.000e-03, eta: 1 day, 12:56:33, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.5873, top5_acc: 0.8053, loss_cls: 1.7137, loss: 1.7137, grad_norm: 2.5593 2022-02-10 03:59:40,998 - mmaction - INFO - Epoch [155][840/940] lr: 4.000e-03, eta: 1 day, 12:56:02, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.6080, top5_acc: 0.8023, loss_cls: 1.7047, loss: 1.7047, grad_norm: 2.5796 2022-02-10 04:00:05,735 - mmaction - INFO - Epoch [155][860/940] lr: 4.000e-03, eta: 1 day, 12:55:30, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.5840, top5_acc: 0.8006, loss_cls: 1.7445, loss: 1.7445, grad_norm: 2.5989 2022-02-10 04:00:32,941 - mmaction - INFO - Epoch [155][880/940] lr: 4.000e-03, eta: 1 day, 12:55:01, time: 1.360, data_time: 0.075, memory: 9488, top1_acc: 0.6049, top5_acc: 0.8008, loss_cls: 1.7137, loss: 1.7137, grad_norm: 2.5541 2022-02-10 04:00:57,970 - mmaction - INFO - Epoch [155][900/940] lr: 4.000e-03, eta: 1 day, 12:54:30, time: 1.251, data_time: 0.077, memory: 9488, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7265, loss: 1.7265, grad_norm: 2.5771 2022-02-10 04:01:23,055 - mmaction - INFO - Epoch [155][920/940] lr: 4.000e-03, eta: 1 day, 12:53:59, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.6008, top5_acc: 0.8018, loss_cls: 1.7087, loss: 1.7087, grad_norm: 2.5853 2022-02-10 04:01:46,694 - mmaction - INFO - Epoch [155][940/940] lr: 4.000e-03, eta: 1 day, 12:53:27, time: 1.183, data_time: 0.057, memory: 9488, top1_acc: 0.5935, top5_acc: 0.8046, loss_cls: 1.7363, loss: 1.7363, grad_norm: 2.5906 2022-02-10 04:02:02,274 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 04:02:02,284 - mmaction - INFO - 110 BN found 2022-02-10 04:07:29,417 - mmaction - INFO - BN stats updated 2022-02-10 04:07:31,421 - mmaction - INFO - Saving checkpoint at 155 epochs 2022-02-10 04:10:33,489 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 04:10:34,524 - mmaction - INFO - top1_acc 0.6531 top5_acc 0.8643 2022-02-10 04:10:34,524 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 04:10:34,637 - mmaction - INFO - mean_acc 0.6530 2022-02-10 04:10:34,655 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_145.pth was removed 2022-02-10 04:10:36,225 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_155.pth. 2022-02-10 04:10:36,226 - mmaction - INFO - Best top1_acc is 0.6531 at 155 epoch. 2022-02-10 04:10:36,234 - mmaction - INFO - Epoch(val) [155][78] top1_acc: 0.6531, top5_acc: 0.8643, mean_class_accuracy: 0.6530 2022-02-10 04:13:06,933 - mmaction - INFO - Epoch [156][20/940] lr: 4.000e-03, eta: 1 day, 12:55:09, time: 7.533, data_time: 5.712, memory: 9488, top1_acc: 0.6164, top5_acc: 0.8152, loss_cls: 1.6633, loss: 1.6633, grad_norm: 2.5371 2022-02-10 04:13:30,335 - mmaction - INFO - Epoch [156][40/940] lr: 4.000e-03, eta: 1 day, 12:54:36, time: 1.171, data_time: 0.049, memory: 9488, top1_acc: 0.5902, top5_acc: 0.7934, loss_cls: 1.7440, loss: 1.7440, grad_norm: 2.5721 2022-02-10 04:13:53,871 - mmaction - INFO - Epoch [156][60/940] lr: 4.000e-03, eta: 1 day, 12:54:03, time: 1.176, data_time: 0.044, memory: 9488, top1_acc: 0.5965, top5_acc: 0.8059, loss_cls: 1.7362, loss: 1.7362, grad_norm: 2.6291 2022-02-10 04:14:17,417 - mmaction - INFO - Epoch [156][80/940] lr: 4.000e-03, eta: 1 day, 12:53:31, time: 1.178, data_time: 0.043, memory: 9488, top1_acc: 0.5953, top5_acc: 0.8064, loss_cls: 1.7320, loss: 1.7320, grad_norm: 2.6177 2022-02-10 04:14:41,234 - mmaction - INFO - Epoch [156][100/940] lr: 4.000e-03, eta: 1 day, 12:52:58, time: 1.191, data_time: 0.053, memory: 9488, top1_acc: 0.5910, top5_acc: 0.7922, loss_cls: 1.7746, loss: 1.7746, grad_norm: 2.6501 2022-02-10 04:15:05,333 - mmaction - INFO - Epoch [156][120/940] lr: 4.000e-03, eta: 1 day, 12:52:26, time: 1.205, data_time: 0.055, memory: 9488, top1_acc: 0.6010, top5_acc: 0.8137, loss_cls: 1.6806, loss: 1.6806, grad_norm: 2.6387 2022-02-10 04:15:29,593 - mmaction - INFO - Epoch [156][140/940] lr: 4.000e-03, eta: 1 day, 12:51:54, time: 1.214, data_time: 0.057, memory: 9488, top1_acc: 0.5895, top5_acc: 0.8027, loss_cls: 1.7585, loss: 1.7585, grad_norm: 2.6639 2022-02-10 04:15:53,883 - mmaction - INFO - Epoch [156][160/940] lr: 4.000e-03, eta: 1 day, 12:51:22, time: 1.213, data_time: 0.056, memory: 9488, top1_acc: 0.5900, top5_acc: 0.7967, loss_cls: 1.7296, loss: 1.7296, grad_norm: 2.6429 2022-02-10 04:16:18,106 - mmaction - INFO - Epoch [156][180/940] lr: 4.000e-03, eta: 1 day, 12:50:50, time: 1.212, data_time: 0.059, memory: 9488, top1_acc: 0.6037, top5_acc: 0.8145, loss_cls: 1.6764, loss: 1.6764, grad_norm: 2.6230 2022-02-10 04:16:42,561 - mmaction - INFO - Epoch [156][200/940] lr: 4.000e-03, eta: 1 day, 12:50:19, time: 1.222, data_time: 0.061, memory: 9488, top1_acc: 0.5938, top5_acc: 0.8131, loss_cls: 1.7117, loss: 1.7117, grad_norm: 2.6386 2022-02-10 04:17:07,475 - mmaction - INFO - Epoch [156][220/940] lr: 4.000e-03, eta: 1 day, 12:49:47, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.5971, top5_acc: 0.8053, loss_cls: 1.7173, loss: 1.7173, grad_norm: 2.6275 2022-02-10 04:17:31,972 - mmaction - INFO - Epoch [156][240/940] lr: 4.000e-03, eta: 1 day, 12:49:16, time: 1.225, data_time: 0.067, memory: 9488, top1_acc: 0.5932, top5_acc: 0.8027, loss_cls: 1.7181, loss: 1.7181, grad_norm: 2.6230 2022-02-10 04:17:56,782 - mmaction - INFO - Epoch [156][260/940] lr: 4.000e-03, eta: 1 day, 12:48:44, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6066, top5_acc: 0.8100, loss_cls: 1.7013, loss: 1.7013, grad_norm: 2.6491 2022-02-10 04:18:21,526 - mmaction - INFO - Epoch [156][280/940] lr: 4.000e-03, eta: 1 day, 12:48:13, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.6141, top5_acc: 0.8160, loss_cls: 1.6743, loss: 1.6743, grad_norm: 2.5979 2022-02-10 04:18:46,516 - mmaction - INFO - Epoch [156][300/940] lr: 4.000e-03, eta: 1 day, 12:47:42, time: 1.249, data_time: 0.056, memory: 9488, top1_acc: 0.5990, top5_acc: 0.8135, loss_cls: 1.6784, loss: 1.6784, grad_norm: 2.6289 2022-02-10 04:19:11,232 - mmaction - INFO - Epoch [156][320/940] lr: 4.000e-03, eta: 1 day, 12:47:10, time: 1.236, data_time: 0.065, memory: 9488, top1_acc: 0.6135, top5_acc: 0.8174, loss_cls: 1.6307, loss: 1.6307, grad_norm: 2.5972 2022-02-10 04:19:36,301 - mmaction - INFO - Epoch [156][340/940] lr: 4.000e-03, eta: 1 day, 12:46:39, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.6735, loss: 1.6735, grad_norm: 2.6160 2022-02-10 04:20:01,277 - mmaction - INFO - Epoch [156][360/940] lr: 4.000e-03, eta: 1 day, 12:46:08, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.5996, top5_acc: 0.8029, loss_cls: 1.7074, loss: 1.7074, grad_norm: 2.6592 2022-02-10 04:20:26,337 - mmaction - INFO - Epoch [156][380/940] lr: 4.000e-03, eta: 1 day, 12:45:37, time: 1.253, data_time: 0.076, memory: 9488, top1_acc: 0.6033, top5_acc: 0.8123, loss_cls: 1.6870, loss: 1.6870, grad_norm: 2.6642 2022-02-10 04:20:51,414 - mmaction - INFO - Epoch [156][400/940] lr: 4.000e-03, eta: 1 day, 12:45:06, time: 1.254, data_time: 0.083, memory: 9488, top1_acc: 0.6061, top5_acc: 0.8045, loss_cls: 1.6994, loss: 1.6994, grad_norm: 2.6299 2022-02-10 04:21:16,596 - mmaction - INFO - Epoch [156][420/940] lr: 4.000e-03, eta: 1 day, 12:44:35, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6059, top5_acc: 0.8119, loss_cls: 1.6598, loss: 1.6598, grad_norm: 2.6406 2022-02-10 04:21:41,742 - mmaction - INFO - Epoch [156][440/940] lr: 4.000e-03, eta: 1 day, 12:44:04, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.6062, top5_acc: 0.7979, loss_cls: 1.7020, loss: 1.7020, grad_norm: 2.6388 2022-02-10 04:22:06,720 - mmaction - INFO - Epoch [156][460/940] lr: 4.000e-03, eta: 1 day, 12:43:33, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5979, top5_acc: 0.7979, loss_cls: 1.7156, loss: 1.7156, grad_norm: 2.6830 2022-02-10 04:22:31,697 - mmaction - INFO - Epoch [156][480/940] lr: 4.000e-03, eta: 1 day, 12:43:02, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6062, top5_acc: 0.8072, loss_cls: 1.6817, loss: 1.6817, grad_norm: 2.6424 2022-02-10 04:22:57,032 - mmaction - INFO - Epoch [156][500/940] lr: 4.000e-03, eta: 1 day, 12:42:31, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6010, top5_acc: 0.8080, loss_cls: 1.7178, loss: 1.7178, grad_norm: 2.6826 2022-02-10 04:23:22,191 - mmaction - INFO - Epoch [156][520/940] lr: 4.000e-03, eta: 1 day, 12:42:00, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.7046, loss: 1.7046, grad_norm: 2.6528 2022-02-10 04:23:47,463 - mmaction - INFO - Epoch [156][540/940] lr: 4.000e-03, eta: 1 day, 12:41:29, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6139, top5_acc: 0.8162, loss_cls: 1.6648, loss: 1.6648, grad_norm: 2.6606 2022-02-10 04:24:12,433 - mmaction - INFO - Epoch [156][560/940] lr: 4.000e-03, eta: 1 day, 12:40:58, time: 1.248, data_time: 0.077, memory: 9488, top1_acc: 0.6008, top5_acc: 0.8156, loss_cls: 1.6848, loss: 1.6848, grad_norm: 2.6750 2022-02-10 04:24:37,456 - mmaction - INFO - Epoch [156][580/940] lr: 4.000e-03, eta: 1 day, 12:40:27, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.5982, top5_acc: 0.8068, loss_cls: 1.7046, loss: 1.7046, grad_norm: 2.6721 2022-02-10 04:25:02,749 - mmaction - INFO - Epoch [156][600/940] lr: 4.000e-03, eta: 1 day, 12:39:56, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7024, loss: 1.7024, grad_norm: 2.6451 2022-02-10 04:25:27,878 - mmaction - INFO - Epoch [156][620/940] lr: 4.000e-03, eta: 1 day, 12:39:25, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.6043, top5_acc: 0.8094, loss_cls: 1.6841, loss: 1.6841, grad_norm: 2.6502 2022-02-10 04:25:52,972 - mmaction - INFO - Epoch [156][640/940] lr: 4.000e-03, eta: 1 day, 12:38:54, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8174, loss_cls: 1.6429, loss: 1.6429, grad_norm: 2.6267 2022-02-10 04:26:18,254 - mmaction - INFO - Epoch [156][660/940] lr: 4.000e-03, eta: 1 day, 12:38:23, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6090, top5_acc: 0.8148, loss_cls: 1.6537, loss: 1.6537, grad_norm: 2.6410 2022-02-10 04:26:43,372 - mmaction - INFO - Epoch [156][680/940] lr: 4.000e-03, eta: 1 day, 12:37:52, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6012, top5_acc: 0.8025, loss_cls: 1.7215, loss: 1.7215, grad_norm: 2.6671 2022-02-10 04:27:08,018 - mmaction - INFO - Epoch [156][700/940] lr: 4.000e-03, eta: 1 day, 12:37:21, time: 1.233, data_time: 0.069, memory: 9488, top1_acc: 0.6025, top5_acc: 0.8055, loss_cls: 1.7004, loss: 1.7004, grad_norm: 2.6827 2022-02-10 04:27:32,808 - mmaction - INFO - Epoch [156][720/940] lr: 4.000e-03, eta: 1 day, 12:36:49, time: 1.239, data_time: 0.073, memory: 9488, top1_acc: 0.6076, top5_acc: 0.8068, loss_cls: 1.6912, loss: 1.6912, grad_norm: 2.6509 2022-02-10 04:27:57,967 - mmaction - INFO - Epoch [156][740/940] lr: 4.000e-03, eta: 1 day, 12:36:18, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6148, top5_acc: 0.8170, loss_cls: 1.6423, loss: 1.6423, grad_norm: 2.6744 2022-02-10 04:28:23,126 - mmaction - INFO - Epoch [156][760/940] lr: 4.000e-03, eta: 1 day, 12:35:47, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6029, top5_acc: 0.8176, loss_cls: 1.6561, loss: 1.6561, grad_norm: 2.6582 2022-02-10 04:28:47,896 - mmaction - INFO - Epoch [156][780/940] lr: 4.000e-03, eta: 1 day, 12:35:16, time: 1.238, data_time: 0.069, memory: 9488, top1_acc: 0.6037, top5_acc: 0.8119, loss_cls: 1.6768, loss: 1.6768, grad_norm: 2.6719 2022-02-10 04:29:12,742 - mmaction - INFO - Epoch [156][800/940] lr: 4.000e-03, eta: 1 day, 12:34:45, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.5973, top5_acc: 0.8061, loss_cls: 1.7095, loss: 1.7095, grad_norm: 2.6877 2022-02-10 04:29:37,525 - mmaction - INFO - Epoch [156][820/940] lr: 4.000e-03, eta: 1 day, 12:34:14, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6023, top5_acc: 0.8123, loss_cls: 1.6662, loss: 1.6662, grad_norm: 2.6695 2022-02-10 04:30:02,348 - mmaction - INFO - Epoch [156][840/940] lr: 4.000e-03, eta: 1 day, 12:33:42, time: 1.241, data_time: 0.066, memory: 9488, top1_acc: 0.6094, top5_acc: 0.8053, loss_cls: 1.6791, loss: 1.6791, grad_norm: 2.6534 2022-02-10 04:30:27,273 - mmaction - INFO - Epoch [156][860/940] lr: 4.000e-03, eta: 1 day, 12:33:11, time: 1.246, data_time: 0.058, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8080, loss_cls: 1.6737, loss: 1.6737, grad_norm: 2.6708 2022-02-10 04:30:52,365 - mmaction - INFO - Epoch [156][880/940] lr: 4.000e-03, eta: 1 day, 12:32:40, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.5982, top5_acc: 0.8107, loss_cls: 1.6931, loss: 1.6931, grad_norm: 2.6877 2022-02-10 04:31:17,356 - mmaction - INFO - Epoch [156][900/940] lr: 4.000e-03, eta: 1 day, 12:32:09, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6127, top5_acc: 0.8078, loss_cls: 1.6786, loss: 1.6786, grad_norm: 2.6968 2022-02-10 04:31:42,521 - mmaction - INFO - Epoch [156][920/940] lr: 4.000e-03, eta: 1 day, 12:31:38, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6129, top5_acc: 0.8207, loss_cls: 1.6555, loss: 1.6555, grad_norm: 2.6520 2022-02-10 04:32:06,224 - mmaction - INFO - Epoch [156][940/940] lr: 4.000e-03, eta: 1 day, 12:31:06, time: 1.186, data_time: 0.068, memory: 9488, top1_acc: 0.5996, top5_acc: 0.8103, loss_cls: 1.7142, loss: 1.7142, grad_norm: 2.6929 2022-02-10 04:35:09,145 - mmaction - INFO - Epoch [157][20/940] lr: 4.000e-03, eta: 1 day, 12:33:17, time: 9.024, data_time: 7.831, memory: 9488, top1_acc: 0.6100, top5_acc: 0.8156, loss_cls: 1.6494, loss: 1.6494, grad_norm: 2.6895 2022-02-10 04:35:32,680 - mmaction - INFO - Epoch [157][40/940] lr: 4.000e-03, eta: 1 day, 12:32:44, time: 1.178, data_time: 0.049, memory: 9488, top1_acc: 0.6027, top5_acc: 0.8082, loss_cls: 1.6833, loss: 1.6833, grad_norm: 2.6916 2022-02-10 04:35:56,269 - mmaction - INFO - Epoch [157][60/940] lr: 4.000e-03, eta: 1 day, 12:32:11, time: 1.180, data_time: 0.049, memory: 9488, top1_acc: 0.6074, top5_acc: 0.8166, loss_cls: 1.6443, loss: 1.6443, grad_norm: 2.7156 2022-02-10 04:36:20,244 - mmaction - INFO - Epoch [157][80/940] lr: 4.000e-03, eta: 1 day, 12:31:39, time: 1.198, data_time: 0.047, memory: 9488, top1_acc: 0.6160, top5_acc: 0.8205, loss_cls: 1.6286, loss: 1.6286, grad_norm: 2.6851 2022-02-10 04:36:44,611 - mmaction - INFO - Epoch [157][100/940] lr: 4.000e-03, eta: 1 day, 12:31:07, time: 1.218, data_time: 0.057, memory: 9488, top1_acc: 0.6076, top5_acc: 0.8096, loss_cls: 1.6886, loss: 1.6886, grad_norm: 2.7242 2022-02-10 04:37:09,056 - mmaction - INFO - Epoch [157][120/940] lr: 4.000e-03, eta: 1 day, 12:30:36, time: 1.222, data_time: 0.059, memory: 9488, top1_acc: 0.6016, top5_acc: 0.8080, loss_cls: 1.6752, loss: 1.6752, grad_norm: 2.7316 2022-02-10 04:37:33,824 - mmaction - INFO - Epoch [157][140/940] lr: 4.000e-03, eta: 1 day, 12:30:04, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.6074, top5_acc: 0.8043, loss_cls: 1.6979, loss: 1.6979, grad_norm: 2.7061 2022-02-10 04:37:58,607 - mmaction - INFO - Epoch [157][160/940] lr: 4.000e-03, eta: 1 day, 12:29:33, time: 1.239, data_time: 0.054, memory: 9488, top1_acc: 0.5963, top5_acc: 0.8080, loss_cls: 1.7118, loss: 1.7118, grad_norm: 2.7301 2022-02-10 04:38:23,873 - mmaction - INFO - Epoch [157][180/940] lr: 4.000e-03, eta: 1 day, 12:29:02, time: 1.264, data_time: 0.063, memory: 9488, top1_acc: 0.6021, top5_acc: 0.8086, loss_cls: 1.6895, loss: 1.6895, grad_norm: 2.6780 2022-02-10 04:38:48,907 - mmaction - INFO - Epoch [157][200/940] lr: 4.000e-03, eta: 1 day, 12:28:31, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.5969, top5_acc: 0.8080, loss_cls: 1.6842, loss: 1.6842, grad_norm: 2.7247 2022-02-10 04:39:14,020 - mmaction - INFO - Epoch [157][220/940] lr: 4.000e-03, eta: 1 day, 12:28:00, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.5965, top5_acc: 0.8086, loss_cls: 1.6896, loss: 1.6896, grad_norm: 2.7592 2022-02-10 04:39:39,041 - mmaction - INFO - Epoch [157][240/940] lr: 4.000e-03, eta: 1 day, 12:27:29, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6141, top5_acc: 0.8131, loss_cls: 1.6542, loss: 1.6542, grad_norm: 2.6925 2022-02-10 04:40:04,159 - mmaction - INFO - Epoch [157][260/940] lr: 4.000e-03, eta: 1 day, 12:26:58, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6123, top5_acc: 0.8090, loss_cls: 1.6592, loss: 1.6592, grad_norm: 2.6850 2022-02-10 04:40:29,259 - mmaction - INFO - Epoch [157][280/940] lr: 4.000e-03, eta: 1 day, 12:26:27, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6049, top5_acc: 0.8162, loss_cls: 1.6368, loss: 1.6368, grad_norm: 2.6867 2022-02-10 04:40:54,322 - mmaction - INFO - Epoch [157][300/940] lr: 4.000e-03, eta: 1 day, 12:25:56, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6105, top5_acc: 0.8115, loss_cls: 1.6730, loss: 1.6730, grad_norm: 2.7172 2022-02-10 04:41:19,412 - mmaction - INFO - Epoch [157][320/940] lr: 4.000e-03, eta: 1 day, 12:25:25, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6025, top5_acc: 0.8055, loss_cls: 1.6836, loss: 1.6836, grad_norm: 2.7118 2022-02-10 04:41:44,394 - mmaction - INFO - Epoch [157][340/940] lr: 4.000e-03, eta: 1 day, 12:24:54, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6186, top5_acc: 0.8217, loss_cls: 1.6204, loss: 1.6204, grad_norm: 2.6410 2022-02-10 04:42:09,506 - mmaction - INFO - Epoch [157][360/940] lr: 4.000e-03, eta: 1 day, 12:24:23, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6105, top5_acc: 0.8187, loss_cls: 1.6339, loss: 1.6339, grad_norm: 2.6896 2022-02-10 04:42:34,555 - mmaction - INFO - Epoch [157][380/940] lr: 4.000e-03, eta: 1 day, 12:23:52, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6086, top5_acc: 0.8105, loss_cls: 1.6731, loss: 1.6731, grad_norm: 2.7348 2022-02-10 04:42:59,429 - mmaction - INFO - Epoch [157][400/940] lr: 4.000e-03, eta: 1 day, 12:23:21, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6074, top5_acc: 0.8125, loss_cls: 1.6387, loss: 1.6387, grad_norm: 2.6535 2022-02-10 04:43:24,688 - mmaction - INFO - Epoch [157][420/940] lr: 4.000e-03, eta: 1 day, 12:22:50, time: 1.262, data_time: 0.081, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8152, loss_cls: 1.6211, loss: 1.6211, grad_norm: 2.7110 2022-02-10 04:43:49,443 - mmaction - INFO - Epoch [157][440/940] lr: 4.000e-03, eta: 1 day, 12:22:19, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7214, loss: 1.7214, grad_norm: 2.7775 2022-02-10 04:44:14,591 - mmaction - INFO - Epoch [157][460/940] lr: 4.000e-03, eta: 1 day, 12:21:48, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6061, top5_acc: 0.8066, loss_cls: 1.6957, loss: 1.6957, grad_norm: 2.7597 2022-02-10 04:44:39,700 - mmaction - INFO - Epoch [157][480/940] lr: 4.000e-03, eta: 1 day, 12:21:17, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6092, top5_acc: 0.8182, loss_cls: 1.6422, loss: 1.6422, grad_norm: 2.6906 2022-02-10 04:45:04,954 - mmaction - INFO - Epoch [157][500/940] lr: 4.000e-03, eta: 1 day, 12:20:46, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6152, top5_acc: 0.8123, loss_cls: 1.6612, loss: 1.6612, grad_norm: 2.6976 2022-02-10 04:45:29,959 - mmaction - INFO - Epoch [157][520/940] lr: 4.000e-03, eta: 1 day, 12:20:15, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.5969, top5_acc: 0.8074, loss_cls: 1.7200, loss: 1.7200, grad_norm: 2.7842 2022-02-10 04:45:55,010 - mmaction - INFO - Epoch [157][540/940] lr: 4.000e-03, eta: 1 day, 12:19:44, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8248, loss_cls: 1.6051, loss: 1.6051, grad_norm: 2.6813 2022-02-10 04:46:20,096 - mmaction - INFO - Epoch [157][560/940] lr: 4.000e-03, eta: 1 day, 12:19:13, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.6094, top5_acc: 0.8084, loss_cls: 1.6616, loss: 1.6616, grad_norm: 2.7530 2022-02-10 04:46:45,035 - mmaction - INFO - Epoch [157][580/940] lr: 4.000e-03, eta: 1 day, 12:18:42, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6025, top5_acc: 0.8148, loss_cls: 1.6781, loss: 1.6781, grad_norm: 2.7192 2022-02-10 04:47:09,994 - mmaction - INFO - Epoch [157][600/940] lr: 4.000e-03, eta: 1 day, 12:18:11, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6129, top5_acc: 0.8113, loss_cls: 1.6695, loss: 1.6695, grad_norm: 2.7062 2022-02-10 04:47:34,811 - mmaction - INFO - Epoch [157][620/940] lr: 4.000e-03, eta: 1 day, 12:17:39, time: 1.241, data_time: 0.072, memory: 9488, top1_acc: 0.5957, top5_acc: 0.8039, loss_cls: 1.7009, loss: 1.7009, grad_norm: 2.7355 2022-02-10 04:47:59,995 - mmaction - INFO - Epoch [157][640/940] lr: 4.000e-03, eta: 1 day, 12:17:08, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.5988, top5_acc: 0.8123, loss_cls: 1.7015, loss: 1.7015, grad_norm: 2.7565 2022-02-10 04:48:24,988 - mmaction - INFO - Epoch [157][660/940] lr: 4.000e-03, eta: 1 day, 12:16:37, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6074, top5_acc: 0.8043, loss_cls: 1.6845, loss: 1.6845, grad_norm: 2.7748 2022-02-10 04:48:49,935 - mmaction - INFO - Epoch [157][680/940] lr: 4.000e-03, eta: 1 day, 12:16:06, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.6053, top5_acc: 0.8150, loss_cls: 1.6502, loss: 1.6502, grad_norm: 2.7090 2022-02-10 04:49:14,938 - mmaction - INFO - Epoch [157][700/940] lr: 4.000e-03, eta: 1 day, 12:15:35, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6102, top5_acc: 0.8066, loss_cls: 1.6806, loss: 1.6806, grad_norm: 2.7643 2022-02-10 04:49:39,834 - mmaction - INFO - Epoch [157][720/940] lr: 4.000e-03, eta: 1 day, 12:15:04, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6399, loss: 1.6399, grad_norm: 2.7530 2022-02-10 04:50:04,982 - mmaction - INFO - Epoch [157][740/940] lr: 4.000e-03, eta: 1 day, 12:14:33, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6160, top5_acc: 0.8158, loss_cls: 1.6333, loss: 1.6333, grad_norm: 2.7178 2022-02-10 04:50:30,323 - mmaction - INFO - Epoch [157][760/940] lr: 4.000e-03, eta: 1 day, 12:14:03, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6033, top5_acc: 0.8102, loss_cls: 1.6707, loss: 1.6707, grad_norm: 2.7378 2022-02-10 04:50:55,792 - mmaction - INFO - Epoch [157][780/940] lr: 4.000e-03, eta: 1 day, 12:13:32, time: 1.274, data_time: 0.075, memory: 9488, top1_acc: 0.6164, top5_acc: 0.8246, loss_cls: 1.6357, loss: 1.6357, grad_norm: 2.7486 2022-02-10 04:51:21,399 - mmaction - INFO - Epoch [157][800/940] lr: 4.000e-03, eta: 1 day, 12:13:02, time: 1.280, data_time: 0.081, memory: 9488, top1_acc: 0.6084, top5_acc: 0.8082, loss_cls: 1.6754, loss: 1.6754, grad_norm: 2.7468 2022-02-10 04:51:46,821 - mmaction - INFO - Epoch [157][820/940] lr: 4.000e-03, eta: 1 day, 12:12:31, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6039, top5_acc: 0.8104, loss_cls: 1.6928, loss: 1.6928, grad_norm: 2.7360 2022-02-10 04:52:12,237 - mmaction - INFO - Epoch [157][840/940] lr: 4.000e-03, eta: 1 day, 12:12:00, time: 1.271, data_time: 0.079, memory: 9488, top1_acc: 0.6207, top5_acc: 0.8221, loss_cls: 1.5764, loss: 1.5764, grad_norm: 2.6816 2022-02-10 04:52:37,467 - mmaction - INFO - Epoch [157][860/940] lr: 4.000e-03, eta: 1 day, 12:11:30, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6090, top5_acc: 0.8129, loss_cls: 1.6675, loss: 1.6675, grad_norm: 2.7643 2022-02-10 04:53:02,920 - mmaction - INFO - Epoch [157][880/940] lr: 4.000e-03, eta: 1 day, 12:10:59, time: 1.273, data_time: 0.080, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8193, loss_cls: 1.6144, loss: 1.6144, grad_norm: 2.7516 2022-02-10 04:53:28,548 - mmaction - INFO - Epoch [157][900/940] lr: 4.000e-03, eta: 1 day, 12:10:29, time: 1.281, data_time: 0.087, memory: 9488, top1_acc: 0.6170, top5_acc: 0.8057, loss_cls: 1.6657, loss: 1.6657, grad_norm: 2.7566 2022-02-10 04:53:54,212 - mmaction - INFO - Epoch [157][920/940] lr: 4.000e-03, eta: 1 day, 12:09:58, time: 1.283, data_time: 0.075, memory: 9488, top1_acc: 0.6043, top5_acc: 0.8086, loss_cls: 1.6906, loss: 1.6906, grad_norm: 2.7872 2022-02-10 04:54:18,101 - mmaction - INFO - Epoch [157][940/940] lr: 4.000e-03, eta: 1 day, 12:09:26, time: 1.195, data_time: 0.063, memory: 9488, top1_acc: 0.6031, top5_acc: 0.8080, loss_cls: 1.6777, loss: 1.6777, grad_norm: 2.7901 2022-02-10 04:57:23,336 - mmaction - INFO - Epoch [158][20/940] lr: 4.000e-03, eta: 1 day, 12:11:33, time: 9.000, data_time: 7.714, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8195, loss_cls: 1.6114, loss: 1.6114, grad_norm: 2.7352 2022-02-10 04:57:46,866 - mmaction - INFO - Epoch [158][40/940] lr: 4.000e-03, eta: 1 day, 12:11:01, time: 1.177, data_time: 0.051, memory: 9488, top1_acc: 0.6080, top5_acc: 0.8033, loss_cls: 1.6757, loss: 1.6757, grad_norm: 2.7801 2022-02-10 04:58:10,453 - mmaction - INFO - Epoch [158][60/940] lr: 4.000e-03, eta: 1 day, 12:10:28, time: 1.180, data_time: 0.044, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8117, loss_cls: 1.6650, loss: 1.6650, grad_norm: 2.7784 2022-02-10 04:58:34,214 - mmaction - INFO - Epoch [158][80/940] lr: 4.000e-03, eta: 1 day, 12:09:56, time: 1.188, data_time: 0.045, memory: 9488, top1_acc: 0.6037, top5_acc: 0.8080, loss_cls: 1.6917, loss: 1.6917, grad_norm: 2.7638 2022-02-10 04:58:58,412 - mmaction - INFO - Epoch [158][100/940] lr: 4.000e-03, eta: 1 day, 12:09:24, time: 1.210, data_time: 0.049, memory: 9488, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6582, loss: 1.6582, grad_norm: 2.7570 2022-02-10 04:59:22,969 - mmaction - INFO - Epoch [158][120/940] lr: 4.000e-03, eta: 1 day, 12:08:53, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.6164, top5_acc: 0.8199, loss_cls: 1.6263, loss: 1.6263, grad_norm: 2.7217 2022-02-10 04:59:47,952 - mmaction - INFO - Epoch [158][140/940] lr: 4.000e-03, eta: 1 day, 12:08:21, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.5963, top5_acc: 0.8039, loss_cls: 1.7011, loss: 1.7011, grad_norm: 2.7971 2022-02-10 05:00:13,132 - mmaction - INFO - Epoch [158][160/940] lr: 4.000e-03, eta: 1 day, 12:07:50, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.6064, top5_acc: 0.8166, loss_cls: 1.6649, loss: 1.6649, grad_norm: 2.7900 2022-02-10 05:00:37,808 - mmaction - INFO - Epoch [158][180/940] lr: 4.000e-03, eta: 1 day, 12:07:19, time: 1.242, data_time: 0.071, memory: 9488, top1_acc: 0.6029, top5_acc: 0.8143, loss_cls: 1.6873, loss: 1.6873, grad_norm: 2.8078 2022-02-10 05:01:02,766 - mmaction - INFO - Epoch [158][200/940] lr: 4.000e-03, eta: 1 day, 12:06:48, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.6150, top5_acc: 0.8186, loss_cls: 1.6170, loss: 1.6170, grad_norm: 2.7476 2022-02-10 05:01:27,960 - mmaction - INFO - Epoch [158][220/940] lr: 4.000e-03, eta: 1 day, 12:06:17, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6107, top5_acc: 0.8170, loss_cls: 1.6427, loss: 1.6427, grad_norm: 2.7500 2022-02-10 05:01:52,861 - mmaction - INFO - Epoch [158][240/940] lr: 4.000e-03, eta: 1 day, 12:05:46, time: 1.244, data_time: 0.068, memory: 9488, top1_acc: 0.6193, top5_acc: 0.8250, loss_cls: 1.6230, loss: 1.6230, grad_norm: 2.7478 2022-02-10 05:02:18,406 - mmaction - INFO - Epoch [158][260/940] lr: 4.000e-03, eta: 1 day, 12:05:16, time: 1.278, data_time: 0.095, memory: 9488, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.6923, loss: 1.6923, grad_norm: 2.7519 2022-02-10 05:02:43,514 - mmaction - INFO - Epoch [158][280/940] lr: 4.000e-03, eta: 1 day, 12:04:45, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6146, top5_acc: 0.8162, loss_cls: 1.6185, loss: 1.6185, grad_norm: 2.7576 2022-02-10 05:03:08,832 - mmaction - INFO - Epoch [158][300/940] lr: 4.000e-03, eta: 1 day, 12:04:14, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.5975, top5_acc: 0.8068, loss_cls: 1.6991, loss: 1.6991, grad_norm: 2.7445 2022-02-10 05:03:34,108 - mmaction - INFO - Epoch [158][320/940] lr: 4.000e-03, eta: 1 day, 12:03:43, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6061, top5_acc: 0.8100, loss_cls: 1.6675, loss: 1.6675, grad_norm: 2.7617 2022-02-10 05:03:59,546 - mmaction - INFO - Epoch [158][340/940] lr: 4.000e-03, eta: 1 day, 12:03:13, time: 1.272, data_time: 0.073, memory: 9488, top1_acc: 0.6193, top5_acc: 0.8234, loss_cls: 1.6111, loss: 1.6111, grad_norm: 2.7573 2022-02-10 05:04:24,678 - mmaction - INFO - Epoch [158][360/940] lr: 4.000e-03, eta: 1 day, 12:02:42, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.6092, top5_acc: 0.8074, loss_cls: 1.6878, loss: 1.6878, grad_norm: 2.7906 2022-02-10 05:04:50,036 - mmaction - INFO - Epoch [158][380/940] lr: 4.000e-03, eta: 1 day, 12:02:11, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6090, top5_acc: 0.8113, loss_cls: 1.6830, loss: 1.6830, grad_norm: 2.7647 2022-02-10 05:05:15,345 - mmaction - INFO - Epoch [158][400/940] lr: 4.000e-03, eta: 1 day, 12:01:40, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.6168, top5_acc: 0.8146, loss_cls: 1.6558, loss: 1.6558, grad_norm: 2.7817 2022-02-10 05:05:40,558 - mmaction - INFO - Epoch [158][420/940] lr: 4.000e-03, eta: 1 day, 12:01:10, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6131, top5_acc: 0.8121, loss_cls: 1.6535, loss: 1.6535, grad_norm: 2.7599 2022-02-10 05:06:06,025 - mmaction - INFO - Epoch [158][440/940] lr: 4.000e-03, eta: 1 day, 12:00:39, time: 1.273, data_time: 0.072, memory: 9488, top1_acc: 0.6088, top5_acc: 0.8139, loss_cls: 1.6510, loss: 1.6510, grad_norm: 2.7611 2022-02-10 05:06:31,210 - mmaction - INFO - Epoch [158][460/940] lr: 4.000e-03, eta: 1 day, 12:00:08, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.6158, top5_acc: 0.8168, loss_cls: 1.6309, loss: 1.6309, grad_norm: 2.7599 2022-02-10 05:06:56,576 - mmaction - INFO - Epoch [158][480/940] lr: 4.000e-03, eta: 1 day, 11:59:38, time: 1.269, data_time: 0.074, memory: 9488, top1_acc: 0.6113, top5_acc: 0.8074, loss_cls: 1.6635, loss: 1.6635, grad_norm: 2.7790 2022-02-10 05:07:21,850 - mmaction - INFO - Epoch [158][500/940] lr: 4.000e-03, eta: 1 day, 11:59:07, time: 1.263, data_time: 0.061, memory: 9488, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6625, loss: 1.6625, grad_norm: 2.7976 2022-02-10 05:07:47,280 - mmaction - INFO - Epoch [158][520/940] lr: 4.000e-03, eta: 1 day, 11:58:36, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.6113, top5_acc: 0.8162, loss_cls: 1.6670, loss: 1.6670, grad_norm: 2.8233 2022-02-10 05:08:13,178 - mmaction - INFO - Epoch [158][540/940] lr: 4.000e-03, eta: 1 day, 11:58:06, time: 1.295, data_time: 0.075, memory: 9488, top1_acc: 0.5973, top5_acc: 0.8104, loss_cls: 1.6926, loss: 1.6926, grad_norm: 2.8050 2022-02-10 05:08:38,838 - mmaction - INFO - Epoch [158][560/940] lr: 4.000e-03, eta: 1 day, 11:57:36, time: 1.282, data_time: 0.079, memory: 9488, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6852, loss: 1.6852, grad_norm: 2.7975 2022-02-10 05:09:04,453 - mmaction - INFO - Epoch [158][580/940] lr: 4.000e-03, eta: 1 day, 11:57:05, time: 1.281, data_time: 0.080, memory: 9488, top1_acc: 0.6113, top5_acc: 0.8180, loss_cls: 1.6344, loss: 1.6344, grad_norm: 2.8135 2022-02-10 05:09:29,861 - mmaction - INFO - Epoch [158][600/940] lr: 4.000e-03, eta: 1 day, 11:56:35, time: 1.270, data_time: 0.080, memory: 9488, top1_acc: 0.6135, top5_acc: 0.8203, loss_cls: 1.6413, loss: 1.6413, grad_norm: 2.7430 2022-02-10 05:09:55,218 - mmaction - INFO - Epoch [158][620/940] lr: 4.000e-03, eta: 1 day, 11:56:04, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6127, top5_acc: 0.8129, loss_cls: 1.6419, loss: 1.6419, grad_norm: 2.8405 2022-02-10 05:10:20,723 - mmaction - INFO - Epoch [158][640/940] lr: 4.000e-03, eta: 1 day, 11:55:34, time: 1.275, data_time: 0.072, memory: 9488, top1_acc: 0.6283, top5_acc: 0.8234, loss_cls: 1.5927, loss: 1.5927, grad_norm: 2.7661 2022-02-10 05:10:46,245 - mmaction - INFO - Epoch [158][660/940] lr: 4.000e-03, eta: 1 day, 11:55:03, time: 1.276, data_time: 0.081, memory: 9488, top1_acc: 0.6129, top5_acc: 0.8191, loss_cls: 1.6201, loss: 1.6201, grad_norm: 2.7832 2022-02-10 05:11:11,504 - mmaction - INFO - Epoch [158][680/940] lr: 4.000e-03, eta: 1 day, 11:54:32, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6213, top5_acc: 0.8213, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.8104 2022-02-10 05:11:36,669 - mmaction - INFO - Epoch [158][700/940] lr: 4.000e-03, eta: 1 day, 11:54:02, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6104, top5_acc: 0.8148, loss_cls: 1.6585, loss: 1.6585, grad_norm: 2.7963 2022-02-10 05:12:02,096 - mmaction - INFO - Epoch [158][720/940] lr: 4.000e-03, eta: 1 day, 11:53:31, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6080, top5_acc: 0.8156, loss_cls: 1.6595, loss: 1.6595, grad_norm: 2.8122 2022-02-10 05:12:27,198 - mmaction - INFO - Epoch [158][740/940] lr: 4.000e-03, eta: 1 day, 11:53:00, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6090, top5_acc: 0.8186, loss_cls: 1.6318, loss: 1.6318, grad_norm: 2.8000 2022-02-10 05:12:52,237 - mmaction - INFO - Epoch [158][760/940] lr: 4.000e-03, eta: 1 day, 11:52:29, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8117, loss_cls: 1.6359, loss: 1.6359, grad_norm: 2.8385 2022-02-10 05:13:17,421 - mmaction - INFO - Epoch [158][780/940] lr: 4.000e-03, eta: 1 day, 11:51:58, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6172, top5_acc: 0.8184, loss_cls: 1.6262, loss: 1.6262, grad_norm: 2.7916 2022-02-10 05:13:42,806 - mmaction - INFO - Epoch [158][800/940] lr: 4.000e-03, eta: 1 day, 11:51:28, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6180, top5_acc: 0.8119, loss_cls: 1.6620, loss: 1.6620, grad_norm: 2.8098 2022-02-10 05:14:07,835 - mmaction - INFO - Epoch [158][820/940] lr: 4.000e-03, eta: 1 day, 11:50:57, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8164, loss_cls: 1.5949, loss: 1.5949, grad_norm: 2.7266 2022-02-10 05:14:32,982 - mmaction - INFO - Epoch [158][840/940] lr: 4.000e-03, eta: 1 day, 11:50:26, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6076, top5_acc: 0.8152, loss_cls: 1.6573, loss: 1.6573, grad_norm: 2.8025 2022-02-10 05:14:57,921 - mmaction - INFO - Epoch [158][860/940] lr: 4.000e-03, eta: 1 day, 11:49:55, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.6145, top5_acc: 0.8070, loss_cls: 1.6579, loss: 1.6579, grad_norm: 2.8021 2022-02-10 05:15:22,944 - mmaction - INFO - Epoch [158][880/940] lr: 4.000e-03, eta: 1 day, 11:49:24, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8217, loss_cls: 1.6420, loss: 1.6420, grad_norm: 2.8106 2022-02-10 05:15:47,904 - mmaction - INFO - Epoch [158][900/940] lr: 4.000e-03, eta: 1 day, 11:48:53, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8191, loss_cls: 1.6148, loss: 1.6148, grad_norm: 2.8071 2022-02-10 05:16:12,929 - mmaction - INFO - Epoch [158][920/940] lr: 4.000e-03, eta: 1 day, 11:48:22, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.6168, top5_acc: 0.8244, loss_cls: 1.6162, loss: 1.6162, grad_norm: 2.7894 2022-02-10 05:16:36,664 - mmaction - INFO - Epoch [158][940/940] lr: 4.000e-03, eta: 1 day, 11:47:50, time: 1.187, data_time: 0.062, memory: 9488, top1_acc: 0.6031, top5_acc: 0.8145, loss_cls: 1.6834, loss: 1.6834, grad_norm: 2.8268 2022-02-10 05:20:12,010 - mmaction - INFO - Epoch [159][20/940] lr: 4.000e-03, eta: 1 day, 11:50:23, time: 10.471, data_time: 7.555, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8244, loss_cls: 1.5999, loss: 1.5999, grad_norm: 2.7782 2022-02-10 05:20:35,393 - mmaction - INFO - Epoch [159][40/940] lr: 4.000e-03, eta: 1 day, 11:49:51, time: 1.170, data_time: 0.046, memory: 9488, top1_acc: 0.6131, top5_acc: 0.8162, loss_cls: 1.6353, loss: 1.6353, grad_norm: 2.8118 2022-02-10 05:20:59,004 - mmaction - INFO - Epoch [159][60/940] lr: 4.000e-03, eta: 1 day, 11:49:18, time: 1.180, data_time: 0.041, memory: 9488, top1_acc: 0.6207, top5_acc: 0.8307, loss_cls: 1.5972, loss: 1.5972, grad_norm: 2.7777 2022-02-10 05:21:22,935 - mmaction - INFO - Epoch [159][80/940] lr: 4.000e-03, eta: 1 day, 11:48:46, time: 1.196, data_time: 0.043, memory: 9488, top1_acc: 0.6172, top5_acc: 0.8078, loss_cls: 1.6668, loss: 1.6668, grad_norm: 2.7854 2022-02-10 05:21:46,952 - mmaction - INFO - Epoch [159][100/940] lr: 4.000e-03, eta: 1 day, 11:48:14, time: 1.201, data_time: 0.040, memory: 9488, top1_acc: 0.6119, top5_acc: 0.8131, loss_cls: 1.6413, loss: 1.6413, grad_norm: 2.8020 2022-02-10 05:22:11,325 - mmaction - INFO - Epoch [159][120/940] lr: 4.000e-03, eta: 1 day, 11:47:43, time: 1.219, data_time: 0.050, memory: 9488, top1_acc: 0.6123, top5_acc: 0.8229, loss_cls: 1.6227, loss: 1.6227, grad_norm: 2.8164 2022-02-10 05:22:36,083 - mmaction - INFO - Epoch [159][140/940] lr: 4.000e-03, eta: 1 day, 11:47:11, time: 1.237, data_time: 0.054, memory: 9488, top1_acc: 0.6139, top5_acc: 0.8180, loss_cls: 1.6226, loss: 1.6226, grad_norm: 2.8400 2022-02-10 05:23:00,952 - mmaction - INFO - Epoch [159][160/940] lr: 4.000e-03, eta: 1 day, 11:46:40, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.6111, top5_acc: 0.8191, loss_cls: 1.6248, loss: 1.6248, grad_norm: 2.8276 2022-02-10 05:23:25,688 - mmaction - INFO - Epoch [159][180/940] lr: 4.000e-03, eta: 1 day, 11:46:09, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.6230, top5_acc: 0.8197, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.8596 2022-02-10 05:23:50,472 - mmaction - INFO - Epoch [159][200/940] lr: 4.000e-03, eta: 1 day, 11:45:38, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.6215, top5_acc: 0.8213, loss_cls: 1.6195, loss: 1.6195, grad_norm: 2.8113 2022-02-10 05:24:15,376 - mmaction - INFO - Epoch [159][220/940] lr: 4.000e-03, eta: 1 day, 11:45:06, time: 1.244, data_time: 0.059, memory: 9488, top1_acc: 0.6145, top5_acc: 0.8057, loss_cls: 1.6481, loss: 1.6481, grad_norm: 2.8132 2022-02-10 05:24:40,716 - mmaction - INFO - Epoch [159][240/940] lr: 4.000e-03, eta: 1 day, 11:44:36, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.6072, top5_acc: 0.8133, loss_cls: 1.6663, loss: 1.6663, grad_norm: 2.8458 2022-02-10 05:25:05,764 - mmaction - INFO - Epoch [159][260/940] lr: 4.000e-03, eta: 1 day, 11:44:05, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6193, top5_acc: 0.8129, loss_cls: 1.6446, loss: 1.6446, grad_norm: 2.8037 2022-02-10 05:25:30,835 - mmaction - INFO - Epoch [159][280/940] lr: 4.000e-03, eta: 1 day, 11:43:34, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8187, loss_cls: 1.6125, loss: 1.6125, grad_norm: 2.7909 2022-02-10 05:25:56,133 - mmaction - INFO - Epoch [159][300/940] lr: 4.000e-03, eta: 1 day, 11:43:03, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6062, top5_acc: 0.8182, loss_cls: 1.6553, loss: 1.6553, grad_norm: 2.8453 2022-02-10 05:26:21,422 - mmaction - INFO - Epoch [159][320/940] lr: 4.000e-03, eta: 1 day, 11:42:33, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6620, loss: 1.6620, grad_norm: 2.8087 2022-02-10 05:26:46,412 - mmaction - INFO - Epoch [159][340/940] lr: 4.000e-03, eta: 1 day, 11:42:02, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6580, loss: 1.6580, grad_norm: 2.8174 2022-02-10 05:27:11,379 - mmaction - INFO - Epoch [159][360/940] lr: 4.000e-03, eta: 1 day, 11:41:30, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6146, top5_acc: 0.8205, loss_cls: 1.6001, loss: 1.6001, grad_norm: 2.8088 2022-02-10 05:27:36,340 - mmaction - INFO - Epoch [159][380/940] lr: 4.000e-03, eta: 1 day, 11:40:59, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6189, top5_acc: 0.8168, loss_cls: 1.6216, loss: 1.6216, grad_norm: 2.8258 2022-02-10 05:28:01,404 - mmaction - INFO - Epoch [159][400/940] lr: 4.000e-03, eta: 1 day, 11:40:29, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.6193, top5_acc: 0.8213, loss_cls: 1.5950, loss: 1.5950, grad_norm: 2.8042 2022-02-10 05:28:26,718 - mmaction - INFO - Epoch [159][420/940] lr: 4.000e-03, eta: 1 day, 11:39:58, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6035, top5_acc: 0.8059, loss_cls: 1.7072, loss: 1.7072, grad_norm: 2.9113 2022-02-10 05:28:52,061 - mmaction - INFO - Epoch [159][440/940] lr: 4.000e-03, eta: 1 day, 11:39:27, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6117, top5_acc: 0.8162, loss_cls: 1.6355, loss: 1.6355, grad_norm: 2.8006 2022-02-10 05:29:17,537 - mmaction - INFO - Epoch [159][460/940] lr: 4.000e-03, eta: 1 day, 11:38:57, time: 1.274, data_time: 0.077, memory: 9488, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6303, loss: 1.6303, grad_norm: 2.7994 2022-02-10 05:29:42,968 - mmaction - INFO - Epoch [159][480/940] lr: 4.000e-03, eta: 1 day, 11:38:26, time: 1.272, data_time: 0.069, memory: 9488, top1_acc: 0.6086, top5_acc: 0.8145, loss_cls: 1.6389, loss: 1.6389, grad_norm: 2.8194 2022-02-10 05:30:08,142 - mmaction - INFO - Epoch [159][500/940] lr: 4.000e-03, eta: 1 day, 11:37:55, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6213, top5_acc: 0.8186, loss_cls: 1.5964, loss: 1.5964, grad_norm: 2.7912 2022-02-10 05:30:33,438 - mmaction - INFO - Epoch [159][520/940] lr: 4.000e-03, eta: 1 day, 11:37:25, time: 1.265, data_time: 0.058, memory: 9488, top1_acc: 0.6139, top5_acc: 0.8156, loss_cls: 1.6299, loss: 1.6299, grad_norm: 2.8286 2022-02-10 05:30:58,560 - mmaction - INFO - Epoch [159][540/940] lr: 4.000e-03, eta: 1 day, 11:36:54, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.6051, top5_acc: 0.8074, loss_cls: 1.6738, loss: 1.6738, grad_norm: 2.8932 2022-02-10 05:31:23,860 - mmaction - INFO - Epoch [159][560/940] lr: 4.000e-03, eta: 1 day, 11:36:23, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8187, loss_cls: 1.5920, loss: 1.5920, grad_norm: 2.8243 2022-02-10 05:31:48,857 - mmaction - INFO - Epoch [159][580/940] lr: 4.000e-03, eta: 1 day, 11:35:52, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6121, top5_acc: 0.8168, loss_cls: 1.6367, loss: 1.6367, grad_norm: 2.8006 2022-02-10 05:32:13,888 - mmaction - INFO - Epoch [159][600/940] lr: 4.000e-03, eta: 1 day, 11:35:21, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8201, loss_cls: 1.5914, loss: 1.5914, grad_norm: 2.7840 2022-02-10 05:32:38,865 - mmaction - INFO - Epoch [159][620/940] lr: 4.000e-03, eta: 1 day, 11:34:50, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.6145, top5_acc: 0.8195, loss_cls: 1.6336, loss: 1.6336, grad_norm: 2.8603 2022-02-10 05:33:04,139 - mmaction - INFO - Epoch [159][640/940] lr: 4.000e-03, eta: 1 day, 11:34:20, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8121, loss_cls: 1.6685, loss: 1.6685, grad_norm: 2.8684 2022-02-10 05:33:29,315 - mmaction - INFO - Epoch [159][660/940] lr: 4.000e-03, eta: 1 day, 11:33:49, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.5967, top5_acc: 0.8076, loss_cls: 1.7014, loss: 1.7014, grad_norm: 2.9189 2022-02-10 05:33:54,254 - mmaction - INFO - Epoch [159][680/940] lr: 4.000e-03, eta: 1 day, 11:33:18, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6096, top5_acc: 0.8178, loss_cls: 1.6495, loss: 1.6495, grad_norm: 2.7972 2022-02-10 05:34:19,375 - mmaction - INFO - Epoch [159][700/940] lr: 4.000e-03, eta: 1 day, 11:32:47, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.6021, top5_acc: 0.8109, loss_cls: 1.6524, loss: 1.6524, grad_norm: 2.8442 2022-02-10 05:34:44,441 - mmaction - INFO - Epoch [159][720/940] lr: 4.000e-03, eta: 1 day, 11:32:16, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6487, loss: 1.6487, grad_norm: 2.8394 2022-02-10 05:35:09,392 - mmaction - INFO - Epoch [159][740/940] lr: 4.000e-03, eta: 1 day, 11:31:45, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6121, top5_acc: 0.8176, loss_cls: 1.6514, loss: 1.6514, grad_norm: 2.8577 2022-02-10 05:35:34,582 - mmaction - INFO - Epoch [159][760/940] lr: 4.000e-03, eta: 1 day, 11:31:14, time: 1.258, data_time: 0.079, memory: 9488, top1_acc: 0.6168, top5_acc: 0.8180, loss_cls: 1.6313, loss: 1.6313, grad_norm: 2.8207 2022-02-10 05:35:59,294 - mmaction - INFO - Epoch [159][780/940] lr: 4.000e-03, eta: 1 day, 11:30:43, time: 1.236, data_time: 0.069, memory: 9488, top1_acc: 0.6012, top5_acc: 0.8031, loss_cls: 1.7061, loss: 1.7061, grad_norm: 2.8687 2022-02-10 05:36:24,378 - mmaction - INFO - Epoch [159][800/940] lr: 4.000e-03, eta: 1 day, 11:30:12, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6232, top5_acc: 0.8186, loss_cls: 1.6172, loss: 1.6172, grad_norm: 2.8316 2022-02-10 05:36:49,376 - mmaction - INFO - Epoch [159][820/940] lr: 4.000e-03, eta: 1 day, 11:29:41, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.6271, top5_acc: 0.8197, loss_cls: 1.6123, loss: 1.6123, grad_norm: 2.8226 2022-02-10 05:37:14,306 - mmaction - INFO - Epoch [159][840/940] lr: 4.000e-03, eta: 1 day, 11:29:10, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6180, top5_acc: 0.8209, loss_cls: 1.6217, loss: 1.6217, grad_norm: 2.8926 2022-02-10 05:37:39,551 - mmaction - INFO - Epoch [159][860/940] lr: 4.000e-03, eta: 1 day, 11:28:40, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.6141, top5_acc: 0.8168, loss_cls: 1.6413, loss: 1.6413, grad_norm: 2.8952 2022-02-10 05:38:04,766 - mmaction - INFO - Epoch [159][880/940] lr: 4.000e-03, eta: 1 day, 11:28:09, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6225, top5_acc: 0.8252, loss_cls: 1.5847, loss: 1.5847, grad_norm: 2.8167 2022-02-10 05:38:30,215 - mmaction - INFO - Epoch [159][900/940] lr: 4.000e-03, eta: 1 day, 11:27:39, time: 1.272, data_time: 0.077, memory: 9488, top1_acc: 0.6191, top5_acc: 0.8145, loss_cls: 1.6200, loss: 1.6200, grad_norm: 2.8273 2022-02-10 05:38:55,409 - mmaction - INFO - Epoch [159][920/940] lr: 4.000e-03, eta: 1 day, 11:27:08, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.6232, top5_acc: 0.8248, loss_cls: 1.6191, loss: 1.6191, grad_norm: 2.8280 2022-02-10 05:39:19,262 - mmaction - INFO - Epoch [159][940/940] lr: 4.000e-03, eta: 1 day, 11:26:36, time: 1.193, data_time: 0.067, memory: 9488, top1_acc: 0.6173, top5_acc: 0.8212, loss_cls: 1.6325, loss: 1.6325, grad_norm: 2.8394 2022-02-10 05:42:46,226 - mmaction - INFO - Epoch [160][20/940] lr: 4.000e-03, eta: 1 day, 11:28:55, time: 9.958, data_time: 8.110, memory: 9488, top1_acc: 0.6232, top5_acc: 0.8230, loss_cls: 1.6090, loss: 1.6090, grad_norm: 2.8033 2022-02-10 05:43:09,878 - mmaction - INFO - Epoch [160][40/940] lr: 4.000e-03, eta: 1 day, 11:28:23, time: 1.183, data_time: 0.049, memory: 9488, top1_acc: 0.6111, top5_acc: 0.8082, loss_cls: 1.6661, loss: 1.6661, grad_norm: 2.9150 2022-02-10 05:43:33,649 - mmaction - INFO - Epoch [160][60/940] lr: 4.000e-03, eta: 1 day, 11:27:51, time: 1.189, data_time: 0.044, memory: 9488, top1_acc: 0.6148, top5_acc: 0.8145, loss_cls: 1.6569, loss: 1.6569, grad_norm: 2.9079 2022-02-10 05:43:57,704 - mmaction - INFO - Epoch [160][80/940] lr: 4.000e-03, eta: 1 day, 11:27:19, time: 1.202, data_time: 0.044, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8215, loss_cls: 1.6091, loss: 1.6091, grad_norm: 2.8463 2022-02-10 05:44:22,072 - mmaction - INFO - Epoch [160][100/940] lr: 4.000e-03, eta: 1 day, 11:26:47, time: 1.218, data_time: 0.064, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8271, loss_cls: 1.5926, loss: 1.5926, grad_norm: 2.9120 2022-02-10 05:44:46,879 - mmaction - INFO - Epoch [160][120/940] lr: 4.000e-03, eta: 1 day, 11:26:16, time: 1.240, data_time: 0.054, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8197, loss_cls: 1.5818, loss: 1.5818, grad_norm: 2.8710 2022-02-10 05:45:11,715 - mmaction - INFO - Epoch [160][140/940] lr: 4.000e-03, eta: 1 day, 11:25:45, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5849, loss: 1.5849, grad_norm: 2.8100 2022-02-10 05:45:36,448 - mmaction - INFO - Epoch [160][160/940] lr: 4.000e-03, eta: 1 day, 11:25:14, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.6189, top5_acc: 0.8168, loss_cls: 1.6370, loss: 1.6370, grad_norm: 2.8868 2022-02-10 05:46:01,231 - mmaction - INFO - Epoch [160][180/940] lr: 4.000e-03, eta: 1 day, 11:24:43, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.6166, top5_acc: 0.8162, loss_cls: 1.6251, loss: 1.6251, grad_norm: 2.8457 2022-02-10 05:46:25,870 - mmaction - INFO - Epoch [160][200/940] lr: 4.000e-03, eta: 1 day, 11:24:11, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8223, loss_cls: 1.6167, loss: 1.6167, grad_norm: 2.8599 2022-02-10 05:46:50,503 - mmaction - INFO - Epoch [160][220/940] lr: 4.000e-03, eta: 1 day, 11:23:40, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.6215, top5_acc: 0.8242, loss_cls: 1.5835, loss: 1.5835, grad_norm: 2.8586 2022-02-10 05:47:15,287 - mmaction - INFO - Epoch [160][240/940] lr: 4.000e-03, eta: 1 day, 11:23:09, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.6186, top5_acc: 0.8189, loss_cls: 1.6275, loss: 1.6275, grad_norm: 2.8183 2022-02-10 05:47:40,258 - mmaction - INFO - Epoch [160][260/940] lr: 4.000e-03, eta: 1 day, 11:22:38, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8090, loss_cls: 1.6264, loss: 1.6264, grad_norm: 2.8593 2022-02-10 05:48:05,029 - mmaction - INFO - Epoch [160][280/940] lr: 4.000e-03, eta: 1 day, 11:22:07, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.6143, top5_acc: 0.8191, loss_cls: 1.6091, loss: 1.6091, grad_norm: 2.8402 2022-02-10 05:48:30,243 - mmaction - INFO - Epoch [160][300/940] lr: 4.000e-03, eta: 1 day, 11:21:36, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6236, top5_acc: 0.8277, loss_cls: 1.5836, loss: 1.5836, grad_norm: 2.8479 2022-02-10 05:48:55,346 - mmaction - INFO - Epoch [160][320/940] lr: 4.000e-03, eta: 1 day, 11:21:05, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6143, top5_acc: 0.8162, loss_cls: 1.6348, loss: 1.6348, grad_norm: 2.9085 2022-02-10 05:49:20,193 - mmaction - INFO - Epoch [160][340/940] lr: 4.000e-03, eta: 1 day, 11:20:34, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.6154, top5_acc: 0.8174, loss_cls: 1.6452, loss: 1.6452, grad_norm: 2.8691 2022-02-10 05:49:45,514 - mmaction - INFO - Epoch [160][360/940] lr: 4.000e-03, eta: 1 day, 11:20:03, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.6145, top5_acc: 0.8174, loss_cls: 1.6466, loss: 1.6466, grad_norm: 2.8742 2022-02-10 05:50:10,310 - mmaction - INFO - Epoch [160][380/940] lr: 4.000e-03, eta: 1 day, 11:19:32, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.6271, top5_acc: 0.8232, loss_cls: 1.5653, loss: 1.5653, grad_norm: 2.8047 2022-02-10 05:50:35,143 - mmaction - INFO - Epoch [160][400/940] lr: 4.000e-03, eta: 1 day, 11:19:01, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8221, loss_cls: 1.6065, loss: 1.6065, grad_norm: 2.8808 2022-02-10 05:51:00,460 - mmaction - INFO - Epoch [160][420/940] lr: 4.000e-03, eta: 1 day, 11:18:31, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6088, top5_acc: 0.8150, loss_cls: 1.6588, loss: 1.6588, grad_norm: 2.9567 2022-02-10 05:51:25,266 - mmaction - INFO - Epoch [160][440/940] lr: 4.000e-03, eta: 1 day, 11:17:59, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.6178, top5_acc: 0.8197, loss_cls: 1.6173, loss: 1.6173, grad_norm: 2.8926 2022-02-10 05:51:50,480 - mmaction - INFO - Epoch [160][460/940] lr: 4.000e-03, eta: 1 day, 11:17:29, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6197, top5_acc: 0.8203, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.8682 2022-02-10 05:52:15,728 - mmaction - INFO - Epoch [160][480/940] lr: 4.000e-03, eta: 1 day, 11:16:58, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6125, top5_acc: 0.8143, loss_cls: 1.6475, loss: 1.6475, grad_norm: 2.8913 2022-02-10 05:52:40,813 - mmaction - INFO - Epoch [160][500/940] lr: 4.000e-03, eta: 1 day, 11:16:27, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8191, loss_cls: 1.5975, loss: 1.5975, grad_norm: 2.9054 2022-02-10 05:53:05,679 - mmaction - INFO - Epoch [160][520/940] lr: 4.000e-03, eta: 1 day, 11:15:56, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.6131, top5_acc: 0.8199, loss_cls: 1.6243, loss: 1.6243, grad_norm: 2.9523 2022-02-10 05:53:30,761 - mmaction - INFO - Epoch [160][540/940] lr: 4.000e-03, eta: 1 day, 11:15:25, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6146, top5_acc: 0.8170, loss_cls: 1.6346, loss: 1.6346, grad_norm: 2.8235 2022-02-10 05:53:55,836 - mmaction - INFO - Epoch [160][560/940] lr: 4.000e-03, eta: 1 day, 11:14:54, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6172, top5_acc: 0.8129, loss_cls: 1.6370, loss: 1.6370, grad_norm: 2.8834 2022-02-10 05:54:20,784 - mmaction - INFO - Epoch [160][580/940] lr: 4.000e-03, eta: 1 day, 11:14:24, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8201, loss_cls: 1.5746, loss: 1.5746, grad_norm: 2.8159 2022-02-10 05:54:46,128 - mmaction - INFO - Epoch [160][600/940] lr: 4.000e-03, eta: 1 day, 11:13:53, time: 1.267, data_time: 0.078, memory: 9488, top1_acc: 0.6137, top5_acc: 0.8176, loss_cls: 1.6358, loss: 1.6358, grad_norm: 2.9084 2022-02-10 05:55:11,527 - mmaction - INFO - Epoch [160][620/940] lr: 4.000e-03, eta: 1 day, 11:13:22, time: 1.271, data_time: 0.066, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6229, loss: 1.6229, grad_norm: 2.8795 2022-02-10 05:55:36,763 - mmaction - INFO - Epoch [160][640/940] lr: 4.000e-03, eta: 1 day, 11:12:52, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6252, top5_acc: 0.8264, loss_cls: 1.6029, loss: 1.6029, grad_norm: 2.9017 2022-02-10 05:56:02,106 - mmaction - INFO - Epoch [160][660/940] lr: 4.000e-03, eta: 1 day, 11:12:21, time: 1.267, data_time: 0.078, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8268, loss_cls: 1.5758, loss: 1.5758, grad_norm: 2.8561 2022-02-10 05:56:27,021 - mmaction - INFO - Epoch [160][680/940] lr: 4.000e-03, eta: 1 day, 11:11:50, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6111, top5_acc: 0.8139, loss_cls: 1.6512, loss: 1.6512, grad_norm: 2.8888 2022-02-10 05:56:52,190 - mmaction - INFO - Epoch [160][700/940] lr: 4.000e-03, eta: 1 day, 11:11:19, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6250, top5_acc: 0.8162, loss_cls: 1.6058, loss: 1.6058, grad_norm: 2.8758 2022-02-10 05:57:17,526 - mmaction - INFO - Epoch [160][720/940] lr: 4.000e-03, eta: 1 day, 11:10:49, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6170, top5_acc: 0.8174, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.8371 2022-02-10 05:57:42,330 - mmaction - INFO - Epoch [160][740/940] lr: 4.000e-03, eta: 1 day, 11:10:18, time: 1.240, data_time: 0.071, memory: 9488, top1_acc: 0.6123, top5_acc: 0.8223, loss_cls: 1.6210, loss: 1.6210, grad_norm: 2.8521 2022-02-10 05:58:07,717 - mmaction - INFO - Epoch [160][760/940] lr: 4.000e-03, eta: 1 day, 11:09:47, time: 1.270, data_time: 0.065, memory: 9488, top1_acc: 0.6205, top5_acc: 0.8123, loss_cls: 1.6341, loss: 1.6341, grad_norm: 2.8647 2022-02-10 05:58:32,979 - mmaction - INFO - Epoch [160][780/940] lr: 4.000e-03, eta: 1 day, 11:09:17, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6100, top5_acc: 0.8111, loss_cls: 1.6451, loss: 1.6451, grad_norm: 2.8600 2022-02-10 05:58:58,139 - mmaction - INFO - Epoch [160][800/940] lr: 4.000e-03, eta: 1 day, 11:08:46, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6158, top5_acc: 0.8229, loss_cls: 1.6127, loss: 1.6127, grad_norm: 2.8729 2022-02-10 05:59:23,130 - mmaction - INFO - Epoch [160][820/940] lr: 4.000e-03, eta: 1 day, 11:08:15, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6139, top5_acc: 0.8193, loss_cls: 1.6023, loss: 1.6023, grad_norm: 2.8709 2022-02-10 05:59:47,901 - mmaction - INFO - Epoch [160][840/940] lr: 4.000e-03, eta: 1 day, 11:07:44, time: 1.238, data_time: 0.066, memory: 9488, top1_acc: 0.5941, top5_acc: 0.8117, loss_cls: 1.7155, loss: 1.7155, grad_norm: 2.9242 2022-02-10 06:00:13,036 - mmaction - INFO - Epoch [160][860/940] lr: 4.000e-03, eta: 1 day, 11:07:13, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8223, loss_cls: 1.6004, loss: 1.6004, grad_norm: 2.8388 2022-02-10 06:00:38,057 - mmaction - INFO - Epoch [160][880/940] lr: 4.000e-03, eta: 1 day, 11:06:42, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8301, loss_cls: 1.5631, loss: 1.5631, grad_norm: 2.8320 2022-02-10 06:01:03,167 - mmaction - INFO - Epoch [160][900/940] lr: 4.000e-03, eta: 1 day, 11:06:12, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8195, loss_cls: 1.5785, loss: 1.5785, grad_norm: 2.8768 2022-02-10 06:01:28,206 - mmaction - INFO - Epoch [160][920/940] lr: 4.000e-03, eta: 1 day, 11:05:41, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6213, top5_acc: 0.8227, loss_cls: 1.6072, loss: 1.6072, grad_norm: 2.9409 2022-02-10 06:01:52,001 - mmaction - INFO - Epoch [160][940/940] lr: 4.000e-03, eta: 1 day, 11:05:09, time: 1.190, data_time: 0.053, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8109, loss_cls: 1.6864, loss: 1.6864, grad_norm: 2.9437 2022-02-10 06:01:58,425 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 06:01:58,429 - mmaction - INFO - 110 BN found 2022-02-10 06:06:28,961 - mmaction - INFO - BN stats updated 2022-02-10 06:06:30,965 - mmaction - INFO - Saving checkpoint at 160 epochs 2022-02-10 06:09:28,042 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 06:09:28,790 - mmaction - INFO - top1_acc 0.6643 top5_acc 0.8707 2022-02-10 06:09:28,791 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 06:09:28,856 - mmaction - INFO - mean_acc 0.6642 2022-02-10 06:09:28,857 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_155.pth was removed 2022-02-10 06:09:31,425 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_160.pth. 2022-02-10 06:09:31,425 - mmaction - INFO - Best top1_acc is 0.6643 at 160 epoch. 2022-02-10 06:09:31,434 - mmaction - INFO - Epoch(val) [160][78] top1_acc: 0.6643, top5_acc: 0.8707, mean_class_accuracy: 0.6642 2022-02-10 06:12:07,388 - mmaction - INFO - Epoch [161][20/940] lr: 4.000e-03, eta: 1 day, 11:06:43, time: 7.795, data_time: 6.340, memory: 9488, top1_acc: 0.6137, top5_acc: 0.8135, loss_cls: 1.6463, loss: 1.6463, grad_norm: 2.8620 2022-02-10 06:12:30,903 - mmaction - INFO - Epoch [161][40/940] lr: 4.000e-03, eta: 1 day, 11:06:11, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8182, loss_cls: 1.6219, loss: 1.6219, grad_norm: 2.8577 2022-02-10 06:12:54,391 - mmaction - INFO - Epoch [161][60/940] lr: 4.000e-03, eta: 1 day, 11:05:39, time: 1.174, data_time: 0.042, memory: 9488, top1_acc: 0.6230, top5_acc: 0.8283, loss_cls: 1.5772, loss: 1.5772, grad_norm: 2.9034 2022-02-10 06:13:18,401 - mmaction - INFO - Epoch [161][80/940] lr: 4.000e-03, eta: 1 day, 11:05:07, time: 1.201, data_time: 0.055, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8166, loss_cls: 1.6045, loss: 1.6045, grad_norm: 2.8476 2022-02-10 06:13:42,339 - mmaction - INFO - Epoch [161][100/940] lr: 4.000e-03, eta: 1 day, 11:04:35, time: 1.196, data_time: 0.052, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8250, loss_cls: 1.5920, loss: 1.5920, grad_norm: 2.8801 2022-02-10 06:14:06,389 - mmaction - INFO - Epoch [161][120/940] lr: 4.000e-03, eta: 1 day, 11:04:03, time: 1.202, data_time: 0.058, memory: 9488, top1_acc: 0.6373, top5_acc: 0.8275, loss_cls: 1.5338, loss: 1.5338, grad_norm: 2.8214 2022-02-10 06:14:31,093 - mmaction - INFO - Epoch [161][140/940] lr: 4.000e-03, eta: 1 day, 11:03:32, time: 1.236, data_time: 0.064, memory: 9488, top1_acc: 0.6207, top5_acc: 0.8203, loss_cls: 1.5909, loss: 1.5909, grad_norm: 2.8772 2022-02-10 06:14:55,757 - mmaction - INFO - Epoch [161][160/940] lr: 4.000e-03, eta: 1 day, 11:03:01, time: 1.233, data_time: 0.062, memory: 9488, top1_acc: 0.6213, top5_acc: 0.8148, loss_cls: 1.6278, loss: 1.6278, grad_norm: 2.8793 2022-02-10 06:15:20,615 - mmaction - INFO - Epoch [161][180/940] lr: 4.000e-03, eta: 1 day, 11:02:30, time: 1.243, data_time: 0.075, memory: 9488, top1_acc: 0.6156, top5_acc: 0.8230, loss_cls: 1.6239, loss: 1.6239, grad_norm: 2.9272 2022-02-10 06:15:45,148 - mmaction - INFO - Epoch [161][200/940] lr: 4.000e-03, eta: 1 day, 11:01:58, time: 1.227, data_time: 0.064, memory: 9488, top1_acc: 0.6154, top5_acc: 0.8240, loss_cls: 1.6007, loss: 1.6007, grad_norm: 2.9162 2022-02-10 06:16:10,115 - mmaction - INFO - Epoch [161][220/940] lr: 4.000e-03, eta: 1 day, 11:01:27, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6100, top5_acc: 0.8172, loss_cls: 1.6385, loss: 1.6385, grad_norm: 2.9444 2022-02-10 06:16:35,157 - mmaction - INFO - Epoch [161][240/940] lr: 4.000e-03, eta: 1 day, 11:00:57, time: 1.253, data_time: 0.074, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8145, loss_cls: 1.6143, loss: 1.6143, grad_norm: 2.9288 2022-02-10 06:17:00,213 - mmaction - INFO - Epoch [161][260/940] lr: 4.000e-03, eta: 1 day, 11:00:26, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6221, top5_acc: 0.8199, loss_cls: 1.6037, loss: 1.6037, grad_norm: 2.8904 2022-02-10 06:17:25,076 - mmaction - INFO - Epoch [161][280/940] lr: 4.000e-03, eta: 1 day, 10:59:55, time: 1.243, data_time: 0.074, memory: 9488, top1_acc: 0.6195, top5_acc: 0.8240, loss_cls: 1.5923, loss: 1.5923, grad_norm: 2.8995 2022-02-10 06:17:49,873 - mmaction - INFO - Epoch [161][300/940] lr: 4.000e-03, eta: 1 day, 10:59:24, time: 1.240, data_time: 0.073, memory: 9488, top1_acc: 0.6221, top5_acc: 0.8170, loss_cls: 1.6089, loss: 1.6089, grad_norm: 2.8558 2022-02-10 06:18:14,625 - mmaction - INFO - Epoch [161][320/940] lr: 4.000e-03, eta: 1 day, 10:58:52, time: 1.238, data_time: 0.072, memory: 9488, top1_acc: 0.6131, top5_acc: 0.8170, loss_cls: 1.6517, loss: 1.6517, grad_norm: 2.9547 2022-02-10 06:18:39,570 - mmaction - INFO - Epoch [161][340/940] lr: 4.000e-03, eta: 1 day, 10:58:22, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6156, top5_acc: 0.8293, loss_cls: 1.6011, loss: 1.6011, grad_norm: 2.8914 2022-02-10 06:19:04,884 - mmaction - INFO - Epoch [161][360/940] lr: 4.000e-03, eta: 1 day, 10:57:51, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8176, loss_cls: 1.6164, loss: 1.6164, grad_norm: 2.9132 2022-02-10 06:19:29,688 - mmaction - INFO - Epoch [161][380/940] lr: 4.000e-03, eta: 1 day, 10:57:20, time: 1.240, data_time: 0.071, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8139, loss_cls: 1.6181, loss: 1.6181, grad_norm: 2.8924 2022-02-10 06:19:54,612 - mmaction - INFO - Epoch [161][400/940] lr: 4.000e-03, eta: 1 day, 10:56:49, time: 1.246, data_time: 0.074, memory: 9488, top1_acc: 0.6096, top5_acc: 0.8150, loss_cls: 1.6706, loss: 1.6706, grad_norm: 2.9718 2022-02-10 06:20:19,455 - mmaction - INFO - Epoch [161][420/940] lr: 4.000e-03, eta: 1 day, 10:56:18, time: 1.243, data_time: 0.074, memory: 9488, top1_acc: 0.6162, top5_acc: 0.8195, loss_cls: 1.6086, loss: 1.6086, grad_norm: 2.8965 2022-02-10 06:20:44,365 - mmaction - INFO - Epoch [161][440/940] lr: 4.000e-03, eta: 1 day, 10:55:47, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.6225, top5_acc: 0.8156, loss_cls: 1.6132, loss: 1.6132, grad_norm: 2.9052 2022-02-10 06:21:08,961 - mmaction - INFO - Epoch [161][460/940] lr: 4.000e-03, eta: 1 day, 10:55:16, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.6021, top5_acc: 0.8096, loss_cls: 1.6695, loss: 1.6695, grad_norm: 2.9660 2022-02-10 06:21:33,787 - mmaction - INFO - Epoch [161][480/940] lr: 4.000e-03, eta: 1 day, 10:54:45, time: 1.241, data_time: 0.073, memory: 9488, top1_acc: 0.6088, top5_acc: 0.8209, loss_cls: 1.6232, loss: 1.6232, grad_norm: 2.9401 2022-02-10 06:21:58,497 - mmaction - INFO - Epoch [161][500/940] lr: 4.000e-03, eta: 1 day, 10:54:14, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.6283, top5_acc: 0.8268, loss_cls: 1.5691, loss: 1.5691, grad_norm: 2.8698 2022-02-10 06:22:23,672 - mmaction - INFO - Epoch [161][520/940] lr: 4.000e-03, eta: 1 day, 10:53:43, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6215, top5_acc: 0.8299, loss_cls: 1.5940, loss: 1.5940, grad_norm: 2.9286 2022-02-10 06:22:48,934 - mmaction - INFO - Epoch [161][540/940] lr: 4.000e-03, eta: 1 day, 10:53:12, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6154, top5_acc: 0.8213, loss_cls: 1.6024, loss: 1.6024, grad_norm: 2.8966 2022-02-10 06:23:13,978 - mmaction - INFO - Epoch [161][560/940] lr: 4.000e-03, eta: 1 day, 10:52:41, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8248, loss_cls: 1.6057, loss: 1.6057, grad_norm: 2.9076 2022-02-10 06:23:38,886 - mmaction - INFO - Epoch [161][580/940] lr: 4.000e-03, eta: 1 day, 10:52:11, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6041, top5_acc: 0.8131, loss_cls: 1.6780, loss: 1.6780, grad_norm: 2.9579 2022-02-10 06:24:03,885 - mmaction - INFO - Epoch [161][600/940] lr: 4.000e-03, eta: 1 day, 10:51:40, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6178, top5_acc: 0.8211, loss_cls: 1.6081, loss: 1.6081, grad_norm: 2.9117 2022-02-10 06:24:28,973 - mmaction - INFO - Epoch [161][620/940] lr: 4.000e-03, eta: 1 day, 10:51:09, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8182, loss_cls: 1.6075, loss: 1.6075, grad_norm: 2.8600 2022-02-10 06:24:53,833 - mmaction - INFO - Epoch [161][640/940] lr: 4.000e-03, eta: 1 day, 10:50:38, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.6088, top5_acc: 0.8082, loss_cls: 1.6732, loss: 1.6732, grad_norm: 2.9922 2022-02-10 06:25:18,822 - mmaction - INFO - Epoch [161][660/940] lr: 4.000e-03, eta: 1 day, 10:50:07, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8238, loss_cls: 1.5829, loss: 1.5829, grad_norm: 2.9596 2022-02-10 06:25:43,791 - mmaction - INFO - Epoch [161][680/940] lr: 4.000e-03, eta: 1 day, 10:49:36, time: 1.249, data_time: 0.081, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8193, loss_cls: 1.5825, loss: 1.5825, grad_norm: 2.8735 2022-02-10 06:26:08,790 - mmaction - INFO - Epoch [161][700/940] lr: 4.000e-03, eta: 1 day, 10:49:05, time: 1.250, data_time: 0.078, memory: 9488, top1_acc: 0.6242, top5_acc: 0.8170, loss_cls: 1.6105, loss: 1.6105, grad_norm: 2.9335 2022-02-10 06:26:34,002 - mmaction - INFO - Epoch [161][720/940] lr: 4.000e-03, eta: 1 day, 10:48:35, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6213, top5_acc: 0.8234, loss_cls: 1.6191, loss: 1.6191, grad_norm: 2.9286 2022-02-10 06:26:59,084 - mmaction - INFO - Epoch [161][740/940] lr: 4.000e-03, eta: 1 day, 10:48:04, time: 1.253, data_time: 0.080, memory: 9488, top1_acc: 0.6211, top5_acc: 0.8244, loss_cls: 1.6066, loss: 1.6066, grad_norm: 2.9609 2022-02-10 06:27:24,208 - mmaction - INFO - Epoch [161][760/940] lr: 4.000e-03, eta: 1 day, 10:47:33, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8260, loss_cls: 1.5933, loss: 1.5933, grad_norm: 2.9424 2022-02-10 06:27:49,378 - mmaction - INFO - Epoch [161][780/940] lr: 4.000e-03, eta: 1 day, 10:47:03, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8215, loss_cls: 1.5935, loss: 1.5935, grad_norm: 2.9369 2022-02-10 06:28:14,428 - mmaction - INFO - Epoch [161][800/940] lr: 4.000e-03, eta: 1 day, 10:46:32, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8197, loss_cls: 1.5920, loss: 1.5920, grad_norm: 2.9326 2022-02-10 06:28:39,576 - mmaction - INFO - Epoch [161][820/940] lr: 4.000e-03, eta: 1 day, 10:46:01, time: 1.257, data_time: 0.082, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5913, loss: 1.5913, grad_norm: 2.9717 2022-02-10 06:29:04,629 - mmaction - INFO - Epoch [161][840/940] lr: 4.000e-03, eta: 1 day, 10:45:30, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.6217, top5_acc: 0.8234, loss_cls: 1.5943, loss: 1.5943, grad_norm: 2.9618 2022-02-10 06:29:29,790 - mmaction - INFO - Epoch [161][860/940] lr: 4.000e-03, eta: 1 day, 10:45:00, time: 1.258, data_time: 0.081, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8209, loss_cls: 1.6292, loss: 1.6292, grad_norm: 2.9610 2022-02-10 06:29:55,067 - mmaction - INFO - Epoch [161][880/940] lr: 4.000e-03, eta: 1 day, 10:44:29, time: 1.264, data_time: 0.081, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8230, loss_cls: 1.5926, loss: 1.5926, grad_norm: 2.9647 2022-02-10 06:30:19,784 - mmaction - INFO - Epoch [161][900/940] lr: 4.000e-03, eta: 1 day, 10:43:58, time: 1.236, data_time: 0.072, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8254, loss_cls: 1.5707, loss: 1.5707, grad_norm: 2.9265 2022-02-10 06:30:44,815 - mmaction - INFO - Epoch [161][920/940] lr: 4.000e-03, eta: 1 day, 10:43:27, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6221, top5_acc: 0.8221, loss_cls: 1.6142, loss: 1.6142, grad_norm: 2.9199 2022-02-10 06:31:08,634 - mmaction - INFO - Epoch [161][940/940] lr: 4.000e-03, eta: 1 day, 10:42:55, time: 1.191, data_time: 0.062, memory: 9488, top1_acc: 0.6274, top5_acc: 0.8162, loss_cls: 1.6038, loss: 1.6038, grad_norm: 2.9313 2022-02-10 06:34:53,364 - mmaction - INFO - Epoch [162][20/940] lr: 4.000e-03, eta: 1 day, 10:45:26, time: 10.916, data_time: 8.102, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8217, loss_cls: 1.6100, loss: 1.6100, grad_norm: 2.8990 2022-02-10 06:35:17,054 - mmaction - INFO - Epoch [162][40/940] lr: 4.000e-03, eta: 1 day, 10:44:54, time: 1.187, data_time: 0.051, memory: 9488, top1_acc: 0.6164, top5_acc: 0.8205, loss_cls: 1.6210, loss: 1.6210, grad_norm: 2.9404 2022-02-10 06:35:40,907 - mmaction - INFO - Epoch [162][60/940] lr: 4.000e-03, eta: 1 day, 10:44:22, time: 1.193, data_time: 0.045, memory: 9488, top1_acc: 0.6242, top5_acc: 0.8207, loss_cls: 1.5911, loss: 1.5911, grad_norm: 2.9212 2022-02-10 06:36:05,259 - mmaction - INFO - Epoch [162][80/940] lr: 4.000e-03, eta: 1 day, 10:43:51, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.6154, top5_acc: 0.8193, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.9648 2022-02-10 06:36:29,714 - mmaction - INFO - Epoch [162][100/940] lr: 4.000e-03, eta: 1 day, 10:43:20, time: 1.223, data_time: 0.053, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8262, loss_cls: 1.5474, loss: 1.5474, grad_norm: 2.9011 2022-02-10 06:36:54,389 - mmaction - INFO - Epoch [162][120/940] lr: 4.000e-03, eta: 1 day, 10:42:48, time: 1.234, data_time: 0.054, memory: 9488, top1_acc: 0.6195, top5_acc: 0.8100, loss_cls: 1.6342, loss: 1.6342, grad_norm: 2.9837 2022-02-10 06:37:19,274 - mmaction - INFO - Epoch [162][140/940] lr: 4.000e-03, eta: 1 day, 10:42:17, time: 1.244, data_time: 0.064, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5593, loss: 1.5593, grad_norm: 2.9181 2022-02-10 06:37:44,444 - mmaction - INFO - Epoch [162][160/940] lr: 4.000e-03, eta: 1 day, 10:41:47, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5878, loss: 1.5878, grad_norm: 2.9155 2022-02-10 06:38:09,500 - mmaction - INFO - Epoch [162][180/940] lr: 4.000e-03, eta: 1 day, 10:41:16, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8201, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.9364 2022-02-10 06:38:34,364 - mmaction - INFO - Epoch [162][200/940] lr: 4.000e-03, eta: 1 day, 10:40:45, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8342, loss_cls: 1.5347, loss: 1.5347, grad_norm: 2.9306 2022-02-10 06:38:59,169 - mmaction - INFO - Epoch [162][220/940] lr: 4.000e-03, eta: 1 day, 10:40:14, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6281, top5_acc: 0.8217, loss_cls: 1.5691, loss: 1.5691, grad_norm: 2.9163 2022-02-10 06:39:24,321 - mmaction - INFO - Epoch [162][240/940] lr: 4.000e-03, eta: 1 day, 10:39:43, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8229, loss_cls: 1.5730, loss: 1.5730, grad_norm: 2.9166 2022-02-10 06:39:49,262 - mmaction - INFO - Epoch [162][260/940] lr: 4.000e-03, eta: 1 day, 10:39:12, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.6162, top5_acc: 0.8139, loss_cls: 1.6262, loss: 1.6262, grad_norm: 2.9305 2022-02-10 06:40:14,103 - mmaction - INFO - Epoch [162][280/940] lr: 4.000e-03, eta: 1 day, 10:38:41, time: 1.242, data_time: 0.070, memory: 9488, top1_acc: 0.6279, top5_acc: 0.8324, loss_cls: 1.5510, loss: 1.5510, grad_norm: 2.9013 2022-02-10 06:40:38,972 - mmaction - INFO - Epoch [162][300/940] lr: 4.000e-03, eta: 1 day, 10:38:10, time: 1.243, data_time: 0.072, memory: 9488, top1_acc: 0.6227, top5_acc: 0.8240, loss_cls: 1.5787, loss: 1.5787, grad_norm: 2.9345 2022-02-10 06:41:04,252 - mmaction - INFO - Epoch [162][320/940] lr: 4.000e-03, eta: 1 day, 10:37:40, time: 1.265, data_time: 0.063, memory: 9488, top1_acc: 0.6252, top5_acc: 0.8191, loss_cls: 1.5792, loss: 1.5792, grad_norm: 2.9334 2022-02-10 06:41:29,208 - mmaction - INFO - Epoch [162][340/940] lr: 4.000e-03, eta: 1 day, 10:37:09, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.6324, top5_acc: 0.8250, loss_cls: 1.5662, loss: 1.5662, grad_norm: 2.9672 2022-02-10 06:41:53,961 - mmaction - INFO - Epoch [162][360/940] lr: 4.000e-03, eta: 1 day, 10:36:38, time: 1.238, data_time: 0.065, memory: 9488, top1_acc: 0.6232, top5_acc: 0.8199, loss_cls: 1.6074, loss: 1.6074, grad_norm: 2.9148 2022-02-10 06:42:18,823 - mmaction - INFO - Epoch [162][380/940] lr: 4.000e-03, eta: 1 day, 10:36:07, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8258, loss_cls: 1.5530, loss: 1.5530, grad_norm: 2.8996 2022-02-10 06:42:43,818 - mmaction - INFO - Epoch [162][400/940] lr: 4.000e-03, eta: 1 day, 10:35:36, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6168, top5_acc: 0.8195, loss_cls: 1.6168, loss: 1.6168, grad_norm: 2.9361 2022-02-10 06:43:08,902 - mmaction - INFO - Epoch [162][420/940] lr: 4.000e-03, eta: 1 day, 10:35:05, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6084, top5_acc: 0.8150, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.0205 2022-02-10 06:43:33,761 - mmaction - INFO - Epoch [162][440/940] lr: 4.000e-03, eta: 1 day, 10:34:34, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6143, top5_acc: 0.8115, loss_cls: 1.6533, loss: 1.6533, grad_norm: 3.0086 2022-02-10 06:43:58,795 - mmaction - INFO - Epoch [162][460/940] lr: 4.000e-03, eta: 1 day, 10:34:03, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8262, loss_cls: 1.5584, loss: 1.5584, grad_norm: 2.9836 2022-02-10 06:44:23,732 - mmaction - INFO - Epoch [162][480/940] lr: 4.000e-03, eta: 1 day, 10:33:33, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6176, top5_acc: 0.8168, loss_cls: 1.6378, loss: 1.6378, grad_norm: 3.0062 2022-02-10 06:44:48,294 - mmaction - INFO - Epoch [162][500/940] lr: 4.000e-03, eta: 1 day, 10:33:01, time: 1.228, data_time: 0.065, memory: 9488, top1_acc: 0.6248, top5_acc: 0.8283, loss_cls: 1.5753, loss: 1.5753, grad_norm: 2.9658 2022-02-10 06:45:13,455 - mmaction - INFO - Epoch [162][520/940] lr: 4.000e-03, eta: 1 day, 10:32:31, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.6283, top5_acc: 0.8217, loss_cls: 1.5798, loss: 1.5798, grad_norm: 2.9839 2022-02-10 06:45:38,450 - mmaction - INFO - Epoch [162][540/940] lr: 4.000e-03, eta: 1 day, 10:32:00, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8199, loss_cls: 1.6163, loss: 1.6163, grad_norm: 2.9704 2022-02-10 06:46:03,430 - mmaction - INFO - Epoch [162][560/940] lr: 4.000e-03, eta: 1 day, 10:31:29, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8238, loss_cls: 1.5766, loss: 1.5766, grad_norm: 2.9639 2022-02-10 06:46:28,421 - mmaction - INFO - Epoch [162][580/940] lr: 4.000e-03, eta: 1 day, 10:30:58, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6182, top5_acc: 0.8195, loss_cls: 1.6140, loss: 1.6140, grad_norm: 2.9872 2022-02-10 06:46:53,710 - mmaction - INFO - Epoch [162][600/940] lr: 4.000e-03, eta: 1 day, 10:30:28, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6014, loss: 1.6014, grad_norm: 3.0085 2022-02-10 06:47:18,725 - mmaction - INFO - Epoch [162][620/940] lr: 4.000e-03, eta: 1 day, 10:29:57, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6176, top5_acc: 0.8182, loss_cls: 1.6104, loss: 1.6104, grad_norm: 2.9708 2022-02-10 06:47:43,660 - mmaction - INFO - Epoch [162][640/940] lr: 4.000e-03, eta: 1 day, 10:29:26, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6260, top5_acc: 0.8240, loss_cls: 1.5834, loss: 1.5834, grad_norm: 2.9644 2022-02-10 06:48:08,995 - mmaction - INFO - Epoch [162][660/940] lr: 4.000e-03, eta: 1 day, 10:28:56, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8318, loss_cls: 1.5369, loss: 1.5369, grad_norm: 2.9100 2022-02-10 06:48:34,182 - mmaction - INFO - Epoch [162][680/940] lr: 4.000e-03, eta: 1 day, 10:28:25, time: 1.259, data_time: 0.081, memory: 9488, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5959, loss: 1.5959, grad_norm: 2.8971 2022-02-10 06:48:59,383 - mmaction - INFO - Epoch [162][700/940] lr: 4.000e-03, eta: 1 day, 10:27:54, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8236, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.0078 2022-02-10 06:49:24,570 - mmaction - INFO - Epoch [162][720/940] lr: 4.000e-03, eta: 1 day, 10:27:24, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6176, top5_acc: 0.8205, loss_cls: 1.5947, loss: 1.5947, grad_norm: 3.0165 2022-02-10 06:49:49,745 - mmaction - INFO - Epoch [162][740/940] lr: 4.000e-03, eta: 1 day, 10:26:53, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8281, loss_cls: 1.5516, loss: 1.5516, grad_norm: 2.9274 2022-02-10 06:50:15,128 - mmaction - INFO - Epoch [162][760/940] lr: 4.000e-03, eta: 1 day, 10:26:23, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6271, top5_acc: 0.8187, loss_cls: 1.5884, loss: 1.5884, grad_norm: 3.0149 2022-02-10 06:50:40,526 - mmaction - INFO - Epoch [162][780/940] lr: 4.000e-03, eta: 1 day, 10:25:52, time: 1.269, data_time: 0.070, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8209, loss_cls: 1.5959, loss: 1.5959, grad_norm: 3.0770 2022-02-10 06:51:06,008 - mmaction - INFO - Epoch [162][800/940] lr: 4.000e-03, eta: 1 day, 10:25:22, time: 1.274, data_time: 0.079, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8201, loss_cls: 1.5903, loss: 1.5903, grad_norm: 3.0274 2022-02-10 06:51:31,323 - mmaction - INFO - Epoch [162][820/940] lr: 4.000e-03, eta: 1 day, 10:24:51, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6207, top5_acc: 0.8215, loss_cls: 1.6016, loss: 1.6016, grad_norm: 2.9898 2022-02-10 06:51:56,775 - mmaction - INFO - Epoch [162][840/940] lr: 4.000e-03, eta: 1 day, 10:24:21, time: 1.273, data_time: 0.075, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8301, loss_cls: 1.5671, loss: 1.5671, grad_norm: 3.0173 2022-02-10 06:52:21,938 - mmaction - INFO - Epoch [162][860/940] lr: 4.000e-03, eta: 1 day, 10:23:50, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8275, loss_cls: 1.5916, loss: 1.5916, grad_norm: 3.0044 2022-02-10 06:52:47,395 - mmaction - INFO - Epoch [162][880/940] lr: 4.000e-03, eta: 1 day, 10:23:20, time: 1.272, data_time: 0.066, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8264, loss_cls: 1.5838, loss: 1.5838, grad_norm: 2.9776 2022-02-10 06:53:12,759 - mmaction - INFO - Epoch [162][900/940] lr: 4.000e-03, eta: 1 day, 10:22:50, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.6046, loss: 1.6046, grad_norm: 2.9530 2022-02-10 06:53:38,226 - mmaction - INFO - Epoch [162][920/940] lr: 4.000e-03, eta: 1 day, 10:22:19, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.6164, top5_acc: 0.8191, loss_cls: 1.6203, loss: 1.6203, grad_norm: 3.0192 2022-02-10 06:54:02,158 - mmaction - INFO - Epoch [162][940/940] lr: 4.000e-03, eta: 1 day, 10:21:48, time: 1.197, data_time: 0.064, memory: 9488, top1_acc: 0.6329, top5_acc: 0.8358, loss_cls: 1.5755, loss: 1.5755, grad_norm: 3.0091 2022-02-10 06:57:46,350 - mmaction - INFO - Epoch [163][20/940] lr: 4.000e-03, eta: 1 day, 10:24:14, time: 10.883, data_time: 9.187, memory: 9488, top1_acc: 0.6168, top5_acc: 0.8217, loss_cls: 1.6198, loss: 1.6198, grad_norm: 2.9943 2022-02-10 06:58:10,051 - mmaction - INFO - Epoch [163][40/940] lr: 4.000e-03, eta: 1 day, 10:23:42, time: 1.185, data_time: 0.054, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8289, loss_cls: 1.5701, loss: 1.5701, grad_norm: 2.9624 2022-02-10 06:58:33,961 - mmaction - INFO - Epoch [163][60/940] lr: 4.000e-03, eta: 1 day, 10:23:10, time: 1.195, data_time: 0.046, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8322, loss_cls: 1.5272, loss: 1.5272, grad_norm: 2.9434 2022-02-10 06:58:57,965 - mmaction - INFO - Epoch [163][80/940] lr: 4.000e-03, eta: 1 day, 10:22:39, time: 1.201, data_time: 0.050, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8299, loss_cls: 1.5531, loss: 1.5531, grad_norm: 2.9501 2022-02-10 06:59:22,374 - mmaction - INFO - Epoch [163][100/940] lr: 4.000e-03, eta: 1 day, 10:22:07, time: 1.220, data_time: 0.052, memory: 9488, top1_acc: 0.6221, top5_acc: 0.8199, loss_cls: 1.6000, loss: 1.6000, grad_norm: 3.0118 2022-02-10 06:59:47,151 - mmaction - INFO - Epoch [163][120/940] lr: 4.000e-03, eta: 1 day, 10:21:36, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8338, loss_cls: 1.5264, loss: 1.5264, grad_norm: 2.9329 2022-02-10 07:00:11,977 - mmaction - INFO - Epoch [163][140/940] lr: 4.000e-03, eta: 1 day, 10:21:05, time: 1.241, data_time: 0.057, memory: 9488, top1_acc: 0.6158, top5_acc: 0.8166, loss_cls: 1.6334, loss: 1.6334, grad_norm: 3.0718 2022-02-10 07:00:36,514 - mmaction - INFO - Epoch [163][160/940] lr: 4.000e-03, eta: 1 day, 10:20:34, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.6217, top5_acc: 0.8369, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.0593 2022-02-10 07:01:01,099 - mmaction - INFO - Epoch [163][180/940] lr: 4.000e-03, eta: 1 day, 10:20:03, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8189, loss_cls: 1.5964, loss: 1.5964, grad_norm: 2.9787 2022-02-10 07:01:25,782 - mmaction - INFO - Epoch [163][200/940] lr: 4.000e-03, eta: 1 day, 10:19:32, time: 1.234, data_time: 0.050, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8328, loss_cls: 1.5648, loss: 1.5648, grad_norm: 3.0054 2022-02-10 07:01:50,727 - mmaction - INFO - Epoch [163][220/940] lr: 4.000e-03, eta: 1 day, 10:19:01, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8258, loss_cls: 1.5610, loss: 1.5610, grad_norm: 2.9519 2022-02-10 07:02:15,675 - mmaction - INFO - Epoch [163][240/940] lr: 4.000e-03, eta: 1 day, 10:18:30, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5877, loss: 1.5877, grad_norm: 2.9849 2022-02-10 07:02:40,567 - mmaction - INFO - Epoch [163][260/940] lr: 4.000e-03, eta: 1 day, 10:17:59, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.6166, top5_acc: 0.8203, loss_cls: 1.6155, loss: 1.6155, grad_norm: 3.0421 2022-02-10 07:03:06,006 - mmaction - INFO - Epoch [163][280/940] lr: 4.000e-03, eta: 1 day, 10:17:29, time: 1.273, data_time: 0.056, memory: 9488, top1_acc: 0.6166, top5_acc: 0.8264, loss_cls: 1.5979, loss: 1.5979, grad_norm: 3.0104 2022-02-10 07:03:31,361 - mmaction - INFO - Epoch [163][300/940] lr: 4.000e-03, eta: 1 day, 10:16:58, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6225, top5_acc: 0.8254, loss_cls: 1.5770, loss: 1.5770, grad_norm: 3.0221 2022-02-10 07:03:56,810 - mmaction - INFO - Epoch [163][320/940] lr: 4.000e-03, eta: 1 day, 10:16:28, time: 1.273, data_time: 0.066, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8221, loss_cls: 1.5882, loss: 1.5882, grad_norm: 2.9940 2022-02-10 07:04:21,983 - mmaction - INFO - Epoch [163][340/940] lr: 4.000e-03, eta: 1 day, 10:15:57, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6195, top5_acc: 0.8160, loss_cls: 1.6080, loss: 1.6080, grad_norm: 3.0206 2022-02-10 07:04:46,983 - mmaction - INFO - Epoch [163][360/940] lr: 4.000e-03, eta: 1 day, 10:15:26, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.6332, top5_acc: 0.8338, loss_cls: 1.5404, loss: 1.5404, grad_norm: 2.9270 2022-02-10 07:05:12,433 - mmaction - INFO - Epoch [163][380/940] lr: 4.000e-03, eta: 1 day, 10:14:56, time: 1.272, data_time: 0.070, memory: 9488, top1_acc: 0.6279, top5_acc: 0.8225, loss_cls: 1.5772, loss: 1.5772, grad_norm: 2.9826 2022-02-10 07:05:37,742 - mmaction - INFO - Epoch [163][400/940] lr: 4.000e-03, eta: 1 day, 10:14:25, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5655, loss: 1.5655, grad_norm: 2.9781 2022-02-10 07:06:03,190 - mmaction - INFO - Epoch [163][420/940] lr: 4.000e-03, eta: 1 day, 10:13:55, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.6205, top5_acc: 0.8217, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.0217 2022-02-10 07:06:28,651 - mmaction - INFO - Epoch [163][440/940] lr: 4.000e-03, eta: 1 day, 10:13:25, time: 1.275, data_time: 0.071, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8254, loss_cls: 1.5613, loss: 1.5613, grad_norm: 2.9667 2022-02-10 07:06:53,783 - mmaction - INFO - Epoch [163][460/940] lr: 4.000e-03, eta: 1 day, 10:12:54, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8225, loss_cls: 1.6002, loss: 1.6002, grad_norm: 3.0030 2022-02-10 07:07:19,183 - mmaction - INFO - Epoch [163][480/940] lr: 4.000e-03, eta: 1 day, 10:12:24, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8207, loss_cls: 1.5791, loss: 1.5791, grad_norm: 2.9725 2022-02-10 07:07:44,371 - mmaction - INFO - Epoch [163][500/940] lr: 4.000e-03, eta: 1 day, 10:11:53, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6174, top5_acc: 0.8199, loss_cls: 1.6238, loss: 1.6238, grad_norm: 3.0308 2022-02-10 07:08:09,512 - mmaction - INFO - Epoch [163][520/940] lr: 4.000e-03, eta: 1 day, 10:11:22, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8205, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.0211 2022-02-10 07:08:35,399 - mmaction - INFO - Epoch [163][540/940] lr: 4.000e-03, eta: 1 day, 10:10:52, time: 1.294, data_time: 0.108, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8205, loss_cls: 1.5759, loss: 1.5759, grad_norm: 2.9996 2022-02-10 07:09:00,408 - mmaction - INFO - Epoch [163][560/940] lr: 4.000e-03, eta: 1 day, 10:10:22, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8256, loss_cls: 1.5882, loss: 1.5882, grad_norm: 2.9938 2022-02-10 07:09:25,809 - mmaction - INFO - Epoch [163][580/940] lr: 4.000e-03, eta: 1 day, 10:09:51, time: 1.270, data_time: 0.078, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8271, loss_cls: 1.5903, loss: 1.5903, grad_norm: 3.0443 2022-02-10 07:09:51,102 - mmaction - INFO - Epoch [163][600/940] lr: 4.000e-03, eta: 1 day, 10:09:21, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6148, top5_acc: 0.8207, loss_cls: 1.5943, loss: 1.5943, grad_norm: 3.0062 2022-02-10 07:10:15,932 - mmaction - INFO - Epoch [163][620/940] lr: 4.000e-03, eta: 1 day, 10:08:50, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.6100, top5_acc: 0.8260, loss_cls: 1.6078, loss: 1.6078, grad_norm: 3.0412 2022-02-10 07:10:40,903 - mmaction - INFO - Epoch [163][640/940] lr: 4.000e-03, eta: 1 day, 10:08:19, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.6215, top5_acc: 0.8207, loss_cls: 1.5828, loss: 1.5828, grad_norm: 3.0256 2022-02-10 07:11:06,289 - mmaction - INFO - Epoch [163][660/940] lr: 4.000e-03, eta: 1 day, 10:07:48, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6158, top5_acc: 0.8098, loss_cls: 1.6365, loss: 1.6365, grad_norm: 3.0136 2022-02-10 07:11:31,314 - mmaction - INFO - Epoch [163][680/940] lr: 4.000e-03, eta: 1 day, 10:07:18, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8252, loss_cls: 1.5723, loss: 1.5723, grad_norm: 2.9928 2022-02-10 07:11:56,248 - mmaction - INFO - Epoch [163][700/940] lr: 4.000e-03, eta: 1 day, 10:06:47, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8283, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.0894 2022-02-10 07:12:21,136 - mmaction - INFO - Epoch [163][720/940] lr: 4.000e-03, eta: 1 day, 10:06:16, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8275, loss_cls: 1.5392, loss: 1.5392, grad_norm: 2.9498 2022-02-10 07:12:46,323 - mmaction - INFO - Epoch [163][740/940] lr: 4.000e-03, eta: 1 day, 10:05:45, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6230, top5_acc: 0.8230, loss_cls: 1.5797, loss: 1.5797, grad_norm: 2.9764 2022-02-10 07:13:11,290 - mmaction - INFO - Epoch [163][760/940] lr: 4.000e-03, eta: 1 day, 10:05:15, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6316, top5_acc: 0.8291, loss_cls: 1.5529, loss: 1.5529, grad_norm: 2.9847 2022-02-10 07:13:36,255 - mmaction - INFO - Epoch [163][780/940] lr: 4.000e-03, eta: 1 day, 10:04:44, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6160, top5_acc: 0.8195, loss_cls: 1.6130, loss: 1.6130, grad_norm: 3.0726 2022-02-10 07:14:01,239 - mmaction - INFO - Epoch [163][800/940] lr: 4.000e-03, eta: 1 day, 10:04:13, time: 1.250, data_time: 0.056, memory: 9488, top1_acc: 0.6191, top5_acc: 0.8262, loss_cls: 1.5965, loss: 1.5965, grad_norm: 3.0610 2022-02-10 07:14:25,766 - mmaction - INFO - Epoch [163][820/940] lr: 4.000e-03, eta: 1 day, 10:03:42, time: 1.226, data_time: 0.067, memory: 9488, top1_acc: 0.6293, top5_acc: 0.8279, loss_cls: 1.5499, loss: 1.5499, grad_norm: 2.9852 2022-02-10 07:14:50,625 - mmaction - INFO - Epoch [163][840/940] lr: 4.000e-03, eta: 1 day, 10:03:11, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8189, loss_cls: 1.6216, loss: 1.6216, grad_norm: 3.0134 2022-02-10 07:15:15,373 - mmaction - INFO - Epoch [163][860/940] lr: 4.000e-03, eta: 1 day, 10:02:40, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.6270, top5_acc: 0.8184, loss_cls: 1.5984, loss: 1.5984, grad_norm: 3.0001 2022-02-10 07:15:40,321 - mmaction - INFO - Epoch [163][880/940] lr: 4.000e-03, eta: 1 day, 10:02:09, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.6150, top5_acc: 0.8143, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.0858 2022-02-10 07:16:05,312 - mmaction - INFO - Epoch [163][900/940] lr: 4.000e-03, eta: 1 day, 10:01:39, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8207, loss_cls: 1.6092, loss: 1.6092, grad_norm: 3.0247 2022-02-10 07:16:30,432 - mmaction - INFO - Epoch [163][920/940] lr: 4.000e-03, eta: 1 day, 10:01:08, time: 1.256, data_time: 0.058, memory: 9488, top1_acc: 0.6199, top5_acc: 0.8199, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.0811 2022-02-10 07:16:54,229 - mmaction - INFO - Epoch [163][940/940] lr: 4.000e-03, eta: 1 day, 10:00:36, time: 1.191, data_time: 0.058, memory: 9488, top1_acc: 0.6207, top5_acc: 0.8143, loss_cls: 1.6515, loss: 1.6515, grad_norm: 3.1126 2022-02-10 07:20:29,297 - mmaction - INFO - Epoch [164][20/940] lr: 4.000e-03, eta: 1 day, 10:02:51, time: 10.446, data_time: 9.024, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8279, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.0523 2022-02-10 07:20:52,734 - mmaction - INFO - Epoch [164][40/940] lr: 4.000e-03, eta: 1 day, 10:02:19, time: 1.172, data_time: 0.045, memory: 9488, top1_acc: 0.6141, top5_acc: 0.8137, loss_cls: 1.6196, loss: 1.6196, grad_norm: 3.0154 2022-02-10 07:21:16,410 - mmaction - INFO - Epoch [164][60/940] lr: 4.000e-03, eta: 1 day, 10:01:47, time: 1.184, data_time: 0.046, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8215, loss_cls: 1.5624, loss: 1.5624, grad_norm: 2.9691 2022-02-10 07:21:40,345 - mmaction - INFO - Epoch [164][80/940] lr: 4.000e-03, eta: 1 day, 10:01:15, time: 1.198, data_time: 0.046, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8275, loss_cls: 1.5724, loss: 1.5724, grad_norm: 2.9997 2022-02-10 07:22:04,943 - mmaction - INFO - Epoch [164][100/940] lr: 4.000e-03, eta: 1 day, 10:00:44, time: 1.230, data_time: 0.052, memory: 9488, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5589, loss: 1.5589, grad_norm: 3.0854 2022-02-10 07:22:29,541 - mmaction - INFO - Epoch [164][120/940] lr: 4.000e-03, eta: 1 day, 10:00:13, time: 1.229, data_time: 0.054, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8301, loss_cls: 1.5474, loss: 1.5474, grad_norm: 2.9781 2022-02-10 07:22:54,146 - mmaction - INFO - Epoch [164][140/940] lr: 4.000e-03, eta: 1 day, 9:59:42, time: 1.231, data_time: 0.061, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8203, loss_cls: 1.5850, loss: 1.5850, grad_norm: 3.0173 2022-02-10 07:23:18,959 - mmaction - INFO - Epoch [164][160/940] lr: 4.000e-03, eta: 1 day, 9:59:11, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6271, top5_acc: 0.8225, loss_cls: 1.5789, loss: 1.5789, grad_norm: 3.0388 2022-02-10 07:23:43,984 - mmaction - INFO - Epoch [164][180/940] lr: 4.000e-03, eta: 1 day, 9:58:40, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8217, loss_cls: 1.6028, loss: 1.6028, grad_norm: 3.0515 2022-02-10 07:24:09,130 - mmaction - INFO - Epoch [164][200/940] lr: 4.000e-03, eta: 1 day, 9:58:10, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8316, loss_cls: 1.5498, loss: 1.5498, grad_norm: 2.9934 2022-02-10 07:24:33,684 - mmaction - INFO - Epoch [164][220/940] lr: 4.000e-03, eta: 1 day, 9:57:38, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.6236, top5_acc: 0.8236, loss_cls: 1.5737, loss: 1.5737, grad_norm: 3.0504 2022-02-10 07:24:58,624 - mmaction - INFO - Epoch [164][240/940] lr: 4.000e-03, eta: 1 day, 9:57:08, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8322, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.0740 2022-02-10 07:25:23,775 - mmaction - INFO - Epoch [164][260/940] lr: 4.000e-03, eta: 1 day, 9:56:37, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.6146, top5_acc: 0.8160, loss_cls: 1.6224, loss: 1.6224, grad_norm: 3.0956 2022-02-10 07:25:48,600 - mmaction - INFO - Epoch [164][280/940] lr: 4.000e-03, eta: 1 day, 9:56:06, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6197, top5_acc: 0.8289, loss_cls: 1.5859, loss: 1.5859, grad_norm: 3.0614 2022-02-10 07:26:13,639 - mmaction - INFO - Epoch [164][300/940] lr: 4.000e-03, eta: 1 day, 9:55:35, time: 1.253, data_time: 0.077, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8324, loss_cls: 1.5222, loss: 1.5222, grad_norm: 2.9628 2022-02-10 07:26:38,393 - mmaction - INFO - Epoch [164][320/940] lr: 4.000e-03, eta: 1 day, 9:55:04, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8236, loss_cls: 1.5644, loss: 1.5644, grad_norm: 3.0016 2022-02-10 07:27:03,189 - mmaction - INFO - Epoch [164][340/940] lr: 4.000e-03, eta: 1 day, 9:54:33, time: 1.239, data_time: 0.073, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8293, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.0356 2022-02-10 07:27:28,382 - mmaction - INFO - Epoch [164][360/940] lr: 4.000e-03, eta: 1 day, 9:54:03, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8240, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.0834 2022-02-10 07:27:53,401 - mmaction - INFO - Epoch [164][380/940] lr: 4.000e-03, eta: 1 day, 9:53:32, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6156, top5_acc: 0.8207, loss_cls: 1.6038, loss: 1.6038, grad_norm: 3.1200 2022-02-10 07:28:18,931 - mmaction - INFO - Epoch [164][400/940] lr: 4.000e-03, eta: 1 day, 9:53:02, time: 1.276, data_time: 0.069, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8264, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.0046 2022-02-10 07:28:44,424 - mmaction - INFO - Epoch [164][420/940] lr: 4.000e-03, eta: 1 day, 9:52:32, time: 1.275, data_time: 0.077, memory: 9488, top1_acc: 0.6252, top5_acc: 0.8254, loss_cls: 1.6025, loss: 1.6025, grad_norm: 3.0774 2022-02-10 07:29:09,714 - mmaction - INFO - Epoch [164][440/940] lr: 4.000e-03, eta: 1 day, 9:52:01, time: 1.265, data_time: 0.077, memory: 9488, top1_acc: 0.6152, top5_acc: 0.8223, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.0581 2022-02-10 07:29:35,013 - mmaction - INFO - Epoch [164][460/940] lr: 4.000e-03, eta: 1 day, 9:51:31, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6032, loss: 1.6032, grad_norm: 3.0845 2022-02-10 07:30:00,334 - mmaction - INFO - Epoch [164][480/940] lr: 4.000e-03, eta: 1 day, 9:51:00, time: 1.266, data_time: 0.081, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8236, loss_cls: 1.5682, loss: 1.5682, grad_norm: 3.0045 2022-02-10 07:30:25,307 - mmaction - INFO - Epoch [164][500/940] lr: 4.000e-03, eta: 1 day, 9:50:29, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5636, loss: 1.5636, grad_norm: 3.1028 2022-02-10 07:30:50,575 - mmaction - INFO - Epoch [164][520/940] lr: 4.000e-03, eta: 1 day, 9:49:59, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8258, loss_cls: 1.6027, loss: 1.6027, grad_norm: 3.0922 2022-02-10 07:31:15,498 - mmaction - INFO - Epoch [164][540/940] lr: 4.000e-03, eta: 1 day, 9:49:28, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.6220, loss: 1.6220, grad_norm: 3.0726 2022-02-10 07:31:40,521 - mmaction - INFO - Epoch [164][560/940] lr: 4.000e-03, eta: 1 day, 9:48:57, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6256, top5_acc: 0.8227, loss_cls: 1.5805, loss: 1.5805, grad_norm: 3.0046 2022-02-10 07:32:05,938 - mmaction - INFO - Epoch [164][580/940] lr: 4.000e-03, eta: 1 day, 9:48:27, time: 1.271, data_time: 0.080, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8205, loss_cls: 1.5912, loss: 1.5912, grad_norm: 3.0631 2022-02-10 07:32:31,127 - mmaction - INFO - Epoch [164][600/940] lr: 4.000e-03, eta: 1 day, 9:47:56, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6334, top5_acc: 0.8217, loss_cls: 1.5559, loss: 1.5559, grad_norm: 3.0500 2022-02-10 07:32:56,420 - mmaction - INFO - Epoch [164][620/940] lr: 4.000e-03, eta: 1 day, 9:47:26, time: 1.265, data_time: 0.077, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8314, loss_cls: 1.5770, loss: 1.5770, grad_norm: 3.0766 2022-02-10 07:33:21,272 - mmaction - INFO - Epoch [164][640/940] lr: 4.000e-03, eta: 1 day, 9:46:55, time: 1.243, data_time: 0.072, memory: 9488, top1_acc: 0.6256, top5_acc: 0.8275, loss_cls: 1.5812, loss: 1.5812, grad_norm: 3.0526 2022-02-10 07:33:46,053 - mmaction - INFO - Epoch [164][660/940] lr: 4.000e-03, eta: 1 day, 9:46:24, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8279, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.0423 2022-02-10 07:34:10,814 - mmaction - INFO - Epoch [164][680/940] lr: 4.000e-03, eta: 1 day, 9:45:53, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8221, loss_cls: 1.5666, loss: 1.5666, grad_norm: 3.0405 2022-02-10 07:34:35,903 - mmaction - INFO - Epoch [164][700/940] lr: 4.000e-03, eta: 1 day, 9:45:23, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8215, loss_cls: 1.6135, loss: 1.6135, grad_norm: 3.0812 2022-02-10 07:35:00,953 - mmaction - INFO - Epoch [164][720/940] lr: 4.000e-03, eta: 1 day, 9:44:52, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8283, loss_cls: 1.5485, loss: 1.5485, grad_norm: 2.9914 2022-02-10 07:35:25,627 - mmaction - INFO - Epoch [164][740/940] lr: 4.000e-03, eta: 1 day, 9:44:21, time: 1.234, data_time: 0.067, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8199, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.0338 2022-02-10 07:35:50,960 - mmaction - INFO - Epoch [164][760/940] lr: 4.000e-03, eta: 1 day, 9:43:50, time: 1.267, data_time: 0.084, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8248, loss_cls: 1.5883, loss: 1.5883, grad_norm: 3.0752 2022-02-10 07:36:15,969 - mmaction - INFO - Epoch [164][780/940] lr: 4.000e-03, eta: 1 day, 9:43:20, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.6344, top5_acc: 0.8287, loss_cls: 1.5743, loss: 1.5743, grad_norm: 3.0113 2022-02-10 07:36:40,982 - mmaction - INFO - Epoch [164][800/940] lr: 4.000e-03, eta: 1 day, 9:42:49, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8375, loss_cls: 1.5192, loss: 1.5192, grad_norm: 3.0121 2022-02-10 07:37:06,174 - mmaction - INFO - Epoch [164][820/940] lr: 4.000e-03, eta: 1 day, 9:42:19, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6242, top5_acc: 0.8225, loss_cls: 1.6085, loss: 1.6085, grad_norm: 3.1002 2022-02-10 07:37:31,492 - mmaction - INFO - Epoch [164][840/940] lr: 4.000e-03, eta: 1 day, 9:41:48, time: 1.266, data_time: 0.059, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8270, loss_cls: 1.5656, loss: 1.5656, grad_norm: 3.0095 2022-02-10 07:37:56,497 - mmaction - INFO - Epoch [164][860/940] lr: 4.000e-03, eta: 1 day, 9:41:17, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6221, top5_acc: 0.8225, loss_cls: 1.5960, loss: 1.5960, grad_norm: 3.0965 2022-02-10 07:38:21,916 - mmaction - INFO - Epoch [164][880/940] lr: 4.000e-03, eta: 1 day, 9:40:47, time: 1.271, data_time: 0.074, memory: 9488, top1_acc: 0.6139, top5_acc: 0.8123, loss_cls: 1.6195, loss: 1.6195, grad_norm: 3.0787 2022-02-10 07:38:47,071 - mmaction - INFO - Epoch [164][900/940] lr: 4.000e-03, eta: 1 day, 9:40:17, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8359, loss_cls: 1.5504, loss: 1.5504, grad_norm: 3.0371 2022-02-10 07:39:12,355 - mmaction - INFO - Epoch [164][920/940] lr: 4.000e-03, eta: 1 day, 9:39:46, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8262, loss_cls: 1.5759, loss: 1.5759, grad_norm: 3.0598 2022-02-10 07:39:36,302 - mmaction - INFO - Epoch [164][940/940] lr: 4.000e-03, eta: 1 day, 9:39:14, time: 1.198, data_time: 0.065, memory: 9488, top1_acc: 0.6057, top5_acc: 0.8170, loss_cls: 1.6385, loss: 1.6385, grad_norm: 3.1423 2022-02-10 07:43:34,034 - mmaction - INFO - Epoch [165][20/940] lr: 4.000e-03, eta: 1 day, 9:41:44, time: 11.451, data_time: 9.373, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8236, loss_cls: 1.5895, loss: 1.5895, grad_norm: 3.0687 2022-02-10 07:43:57,469 - mmaction - INFO - Epoch [165][40/940] lr: 4.000e-03, eta: 1 day, 9:41:12, time: 1.171, data_time: 0.047, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5910, loss: 1.5910, grad_norm: 3.0991 2022-02-10 07:44:21,075 - mmaction - INFO - Epoch [165][60/940] lr: 4.000e-03, eta: 1 day, 9:40:40, time: 1.180, data_time: 0.041, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8229, loss_cls: 1.5731, loss: 1.5731, grad_norm: 3.0341 2022-02-10 07:44:44,912 - mmaction - INFO - Epoch [165][80/940] lr: 4.000e-03, eta: 1 day, 9:40:08, time: 1.192, data_time: 0.044, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8246, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.1040 2022-02-10 07:45:08,777 - mmaction - INFO - Epoch [165][100/940] lr: 4.000e-03, eta: 1 day, 9:39:36, time: 1.193, data_time: 0.045, memory: 9488, top1_acc: 0.6316, top5_acc: 0.8182, loss_cls: 1.5861, loss: 1.5861, grad_norm: 3.0411 2022-02-10 07:45:33,383 - mmaction - INFO - Epoch [165][120/940] lr: 4.000e-03, eta: 1 day, 9:39:05, time: 1.230, data_time: 0.044, memory: 9488, top1_acc: 0.6203, top5_acc: 0.8189, loss_cls: 1.6041, loss: 1.6041, grad_norm: 3.0749 2022-02-10 07:45:58,072 - mmaction - INFO - Epoch [165][140/940] lr: 4.000e-03, eta: 1 day, 9:38:34, time: 1.234, data_time: 0.053, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8248, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.0503 2022-02-10 07:46:22,571 - mmaction - INFO - Epoch [165][160/940] lr: 4.000e-03, eta: 1 day, 9:38:03, time: 1.225, data_time: 0.050, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8133, loss_cls: 1.6080, loss: 1.6080, grad_norm: 3.0900 2022-02-10 07:46:47,173 - mmaction - INFO - Epoch [165][180/940] lr: 4.000e-03, eta: 1 day, 9:37:32, time: 1.231, data_time: 0.052, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8275, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.0181 2022-02-10 07:47:11,984 - mmaction - INFO - Epoch [165][200/940] lr: 4.000e-03, eta: 1 day, 9:37:01, time: 1.240, data_time: 0.048, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8305, loss_cls: 1.5350, loss: 1.5350, grad_norm: 2.9909 2022-02-10 07:47:36,686 - mmaction - INFO - Epoch [165][220/940] lr: 4.000e-03, eta: 1 day, 9:36:30, time: 1.235, data_time: 0.048, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8275, loss_cls: 1.5783, loss: 1.5783, grad_norm: 3.1015 2022-02-10 07:48:01,594 - mmaction - INFO - Epoch [165][240/940] lr: 4.000e-03, eta: 1 day, 9:35:59, time: 1.245, data_time: 0.052, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8240, loss_cls: 1.5524, loss: 1.5524, grad_norm: 3.0814 2022-02-10 07:48:26,543 - mmaction - INFO - Epoch [165][260/940] lr: 4.000e-03, eta: 1 day, 9:35:29, time: 1.247, data_time: 0.055, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8307, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.0749 2022-02-10 07:48:51,549 - mmaction - INFO - Epoch [165][280/940] lr: 4.000e-03, eta: 1 day, 9:34:58, time: 1.250, data_time: 0.052, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8346, loss_cls: 1.5575, loss: 1.5575, grad_norm: 3.0911 2022-02-10 07:49:16,785 - mmaction - INFO - Epoch [165][300/940] lr: 4.000e-03, eta: 1 day, 9:34:27, time: 1.262, data_time: 0.055, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8299, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.0874 2022-02-10 07:49:41,857 - mmaction - INFO - Epoch [165][320/940] lr: 4.000e-03, eta: 1 day, 9:33:57, time: 1.253, data_time: 0.055, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8285, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.0811 2022-02-10 07:50:06,825 - mmaction - INFO - Epoch [165][340/940] lr: 4.000e-03, eta: 1 day, 9:33:26, time: 1.249, data_time: 0.053, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8301, loss_cls: 1.5574, loss: 1.5574, grad_norm: 3.0574 2022-02-10 07:50:32,102 - mmaction - INFO - Epoch [165][360/940] lr: 4.000e-03, eta: 1 day, 9:32:55, time: 1.264, data_time: 0.053, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8303, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.0836 2022-02-10 07:50:57,076 - mmaction - INFO - Epoch [165][380/940] lr: 4.000e-03, eta: 1 day, 9:32:25, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8324, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.0529 2022-02-10 07:51:22,212 - mmaction - INFO - Epoch [165][400/940] lr: 4.000e-03, eta: 1 day, 9:31:54, time: 1.257, data_time: 0.055, memory: 9488, top1_acc: 0.6338, top5_acc: 0.8240, loss_cls: 1.5822, loss: 1.5822, grad_norm: 3.0935 2022-02-10 07:51:47,405 - mmaction - INFO - Epoch [165][420/940] lr: 4.000e-03, eta: 1 day, 9:31:24, time: 1.259, data_time: 0.056, memory: 9488, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.5863, loss: 1.5863, grad_norm: 3.0328 2022-02-10 07:52:12,398 - mmaction - INFO - Epoch [165][440/940] lr: 4.000e-03, eta: 1 day, 9:30:53, time: 1.250, data_time: 0.049, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8299, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.0227 2022-02-10 07:52:37,246 - mmaction - INFO - Epoch [165][460/940] lr: 4.000e-03, eta: 1 day, 9:30:22, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8344, loss_cls: 1.5478, loss: 1.5478, grad_norm: 3.1061 2022-02-10 07:53:02,386 - mmaction - INFO - Epoch [165][480/940] lr: 4.000e-03, eta: 1 day, 9:29:51, time: 1.257, data_time: 0.055, memory: 9488, top1_acc: 0.6225, top5_acc: 0.8254, loss_cls: 1.5870, loss: 1.5870, grad_norm: 3.0959 2022-02-10 07:53:27,284 - mmaction - INFO - Epoch [165][500/940] lr: 4.000e-03, eta: 1 day, 9:29:21, time: 1.245, data_time: 0.055, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8227, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.0749 2022-02-10 07:53:52,493 - mmaction - INFO - Epoch [165][520/940] lr: 4.000e-03, eta: 1 day, 9:28:50, time: 1.260, data_time: 0.054, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8264, loss_cls: 1.5586, loss: 1.5586, grad_norm: 3.1168 2022-02-10 07:54:17,515 - mmaction - INFO - Epoch [165][540/940] lr: 4.000e-03, eta: 1 day, 9:28:19, time: 1.251, data_time: 0.053, memory: 9488, top1_acc: 0.6188, top5_acc: 0.8201, loss_cls: 1.5897, loss: 1.5897, grad_norm: 3.1358 2022-02-10 07:54:42,787 - mmaction - INFO - Epoch [165][560/940] lr: 4.000e-03, eta: 1 day, 9:27:49, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8275, loss_cls: 1.5431, loss: 1.5431, grad_norm: 3.0929 2022-02-10 07:55:08,028 - mmaction - INFO - Epoch [165][580/940] lr: 4.000e-03, eta: 1 day, 9:27:18, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5629, loss: 1.5629, grad_norm: 3.1005 2022-02-10 07:55:33,257 - mmaction - INFO - Epoch [165][600/940] lr: 4.000e-03, eta: 1 day, 9:26:48, time: 1.262, data_time: 0.052, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8230, loss_cls: 1.5765, loss: 1.5765, grad_norm: 3.1139 2022-02-10 07:55:58,420 - mmaction - INFO - Epoch [165][620/940] lr: 4.000e-03, eta: 1 day, 9:26:17, time: 1.258, data_time: 0.053, memory: 9488, top1_acc: 0.6346, top5_acc: 0.8213, loss_cls: 1.5643, loss: 1.5643, grad_norm: 3.0515 2022-02-10 07:56:23,468 - mmaction - INFO - Epoch [165][640/940] lr: 4.000e-03, eta: 1 day, 9:25:47, time: 1.252, data_time: 0.054, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8189, loss_cls: 1.6117, loss: 1.6117, grad_norm: 3.1107 2022-02-10 07:56:48,490 - mmaction - INFO - Epoch [165][660/940] lr: 4.000e-03, eta: 1 day, 9:25:16, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8258, loss_cls: 1.5755, loss: 1.5755, grad_norm: 3.1364 2022-02-10 07:57:13,719 - mmaction - INFO - Epoch [165][680/940] lr: 4.000e-03, eta: 1 day, 9:24:46, time: 1.262, data_time: 0.056, memory: 9488, top1_acc: 0.6145, top5_acc: 0.8211, loss_cls: 1.6203, loss: 1.6203, grad_norm: 3.1598 2022-02-10 07:57:38,517 - mmaction - INFO - Epoch [165][700/940] lr: 4.000e-03, eta: 1 day, 9:24:15, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8221, loss_cls: 1.6067, loss: 1.6067, grad_norm: 3.0819 2022-02-10 07:58:03,635 - mmaction - INFO - Epoch [165][720/940] lr: 4.000e-03, eta: 1 day, 9:23:44, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8271, loss_cls: 1.5760, loss: 1.5760, grad_norm: 3.0613 2022-02-10 07:58:28,854 - mmaction - INFO - Epoch [165][740/940] lr: 4.000e-03, eta: 1 day, 9:23:14, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.6184, top5_acc: 0.8221, loss_cls: 1.6304, loss: 1.6304, grad_norm: 3.1073 2022-02-10 07:58:53,871 - mmaction - INFO - Epoch [165][760/940] lr: 4.000e-03, eta: 1 day, 9:22:43, time: 1.251, data_time: 0.056, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8287, loss_cls: 1.5666, loss: 1.5666, grad_norm: 3.0449 2022-02-10 07:59:19,071 - mmaction - INFO - Epoch [165][780/940] lr: 4.000e-03, eta: 1 day, 9:22:12, time: 1.260, data_time: 0.054, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8250, loss_cls: 1.5745, loss: 1.5745, grad_norm: 3.1008 2022-02-10 07:59:44,254 - mmaction - INFO - Epoch [165][800/940] lr: 4.000e-03, eta: 1 day, 9:21:42, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8236, loss_cls: 1.5499, loss: 1.5499, grad_norm: 2.9983 2022-02-10 08:00:09,986 - mmaction - INFO - Epoch [165][820/940] lr: 4.000e-03, eta: 1 day, 9:21:12, time: 1.286, data_time: 0.099, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8316, loss_cls: 1.5413, loss: 1.5413, grad_norm: 3.0776 2022-02-10 08:00:35,044 - mmaction - INFO - Epoch [165][840/940] lr: 4.000e-03, eta: 1 day, 9:20:41, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8187, loss_cls: 1.5813, loss: 1.5813, grad_norm: 3.1071 2022-02-10 08:01:00,201 - mmaction - INFO - Epoch [165][860/940] lr: 4.000e-03, eta: 1 day, 9:20:11, time: 1.258, data_time: 0.056, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.1148 2022-02-10 08:01:25,209 - mmaction - INFO - Epoch [165][880/940] lr: 4.000e-03, eta: 1 day, 9:19:40, time: 1.250, data_time: 0.055, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8299, loss_cls: 1.5342, loss: 1.5342, grad_norm: 3.0619 2022-02-10 08:01:50,244 - mmaction - INFO - Epoch [165][900/940] lr: 4.000e-03, eta: 1 day, 9:19:09, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8293, loss_cls: 1.5261, loss: 1.5261, grad_norm: 3.0260 2022-02-10 08:02:15,459 - mmaction - INFO - Epoch [165][920/940] lr: 4.000e-03, eta: 1 day, 9:18:39, time: 1.261, data_time: 0.060, memory: 9488, top1_acc: 0.6242, top5_acc: 0.8129, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.1198 2022-02-10 08:02:39,361 - mmaction - INFO - Epoch [165][940/940] lr: 4.000e-03, eta: 1 day, 9:18:07, time: 1.195, data_time: 0.057, memory: 9488, top1_acc: 0.6189, top5_acc: 0.8261, loss_cls: 1.5748, loss: 1.5748, grad_norm: 3.1860 2022-02-10 08:02:46,944 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 08:02:46,948 - mmaction - INFO - 110 BN found 2022-02-10 08:07:30,834 - mmaction - INFO - BN stats updated 2022-02-10 08:07:32,837 - mmaction - INFO - Saving checkpoint at 165 epochs 2022-02-10 08:11:24,957 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 08:11:25,670 - mmaction - INFO - top1_acc 0.6712 top5_acc 0.8739 2022-02-10 08:11:25,670 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 08:11:25,698 - mmaction - INFO - mean_acc 0.6711 2022-02-10 08:11:25,699 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_160.pth was removed 2022-02-10 08:11:27,183 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_165.pth. 2022-02-10 08:11:27,184 - mmaction - INFO - Best top1_acc is 0.6712 at 165 epoch. 2022-02-10 08:11:27,191 - mmaction - INFO - Epoch(val) [165][78] top1_acc: 0.6712, top5_acc: 0.8739, mean_class_accuracy: 0.6711 2022-02-10 08:14:09,738 - mmaction - INFO - Epoch [166][20/940] lr: 4.000e-03, eta: 1 day, 9:19:36, time: 8.126, data_time: 5.863, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8285, loss_cls: 1.5613, loss: 1.5613, grad_norm: 3.0754 2022-02-10 08:14:33,144 - mmaction - INFO - Epoch [166][40/940] lr: 4.000e-03, eta: 1 day, 9:19:04, time: 1.170, data_time: 0.048, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8254, loss_cls: 1.5581, loss: 1.5581, grad_norm: 3.1136 2022-02-10 08:14:56,718 - mmaction - INFO - Epoch [166][60/940] lr: 4.000e-03, eta: 1 day, 9:18:32, time: 1.179, data_time: 0.047, memory: 9488, top1_acc: 0.6156, top5_acc: 0.8232, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.1240 2022-02-10 08:15:20,606 - mmaction - INFO - Epoch [166][80/940] lr: 4.000e-03, eta: 1 day, 9:18:00, time: 1.194, data_time: 0.052, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8340, loss_cls: 1.5265, loss: 1.5265, grad_norm: 3.0272 2022-02-10 08:15:45,087 - mmaction - INFO - Epoch [166][100/940] lr: 4.000e-03, eta: 1 day, 9:17:29, time: 1.224, data_time: 0.048, memory: 9488, top1_acc: 0.6225, top5_acc: 0.8227, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.0721 2022-02-10 08:16:09,303 - mmaction - INFO - Epoch [166][120/940] lr: 4.000e-03, eta: 1 day, 9:16:58, time: 1.211, data_time: 0.050, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8281, loss_cls: 1.5734, loss: 1.5734, grad_norm: 3.0630 2022-02-10 08:16:33,918 - mmaction - INFO - Epoch [166][140/940] lr: 4.000e-03, eta: 1 day, 9:16:27, time: 1.230, data_time: 0.051, memory: 9488, top1_acc: 0.6279, top5_acc: 0.8301, loss_cls: 1.5558, loss: 1.5558, grad_norm: 3.1435 2022-02-10 08:16:58,411 - mmaction - INFO - Epoch [166][160/940] lr: 4.000e-03, eta: 1 day, 9:15:55, time: 1.225, data_time: 0.056, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8352, loss_cls: 1.5347, loss: 1.5347, grad_norm: 3.0807 2022-02-10 08:17:23,699 - mmaction - INFO - Epoch [166][180/940] lr: 4.000e-03, eta: 1 day, 9:15:25, time: 1.264, data_time: 0.050, memory: 9488, top1_acc: 0.6252, top5_acc: 0.8279, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.0693 2022-02-10 08:17:48,882 - mmaction - INFO - Epoch [166][200/940] lr: 4.000e-03, eta: 1 day, 9:14:54, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8344, loss_cls: 1.5387, loss: 1.5387, grad_norm: 3.0830 2022-02-10 08:18:13,648 - mmaction - INFO - Epoch [166][220/940] lr: 4.000e-03, eta: 1 day, 9:14:24, time: 1.238, data_time: 0.055, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8252, loss_cls: 1.5815, loss: 1.5815, grad_norm: 3.1324 2022-02-10 08:18:38,706 - mmaction - INFO - Epoch [166][240/940] lr: 4.000e-03, eta: 1 day, 9:13:53, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8322, loss_cls: 1.5591, loss: 1.5591, grad_norm: 3.0536 2022-02-10 08:19:03,631 - mmaction - INFO - Epoch [166][260/940] lr: 4.000e-03, eta: 1 day, 9:13:22, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8254, loss_cls: 1.5532, loss: 1.5532, grad_norm: 3.1008 2022-02-10 08:19:28,722 - mmaction - INFO - Epoch [166][280/940] lr: 4.000e-03, eta: 1 day, 9:12:52, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.6270, top5_acc: 0.8182, loss_cls: 1.5873, loss: 1.5873, grad_norm: 3.1102 2022-02-10 08:19:53,801 - mmaction - INFO - Epoch [166][300/940] lr: 4.000e-03, eta: 1 day, 9:12:21, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8346, loss_cls: 1.5086, loss: 1.5086, grad_norm: 3.0450 2022-02-10 08:20:18,904 - mmaction - INFO - Epoch [166][320/940] lr: 4.000e-03, eta: 1 day, 9:11:50, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8275, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.0726 2022-02-10 08:20:44,007 - mmaction - INFO - Epoch [166][340/940] lr: 4.000e-03, eta: 1 day, 9:11:20, time: 1.255, data_time: 0.079, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8307, loss_cls: 1.5592, loss: 1.5592, grad_norm: 3.1213 2022-02-10 08:21:08,584 - mmaction - INFO - Epoch [166][360/940] lr: 4.000e-03, eta: 1 day, 9:10:49, time: 1.229, data_time: 0.062, memory: 9488, top1_acc: 0.6217, top5_acc: 0.8207, loss_cls: 1.6048, loss: 1.6048, grad_norm: 3.1811 2022-02-10 08:21:33,800 - mmaction - INFO - Epoch [166][380/940] lr: 4.000e-03, eta: 1 day, 9:10:18, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8225, loss_cls: 1.5477, loss: 1.5477, grad_norm: 3.0736 2022-02-10 08:21:58,811 - mmaction - INFO - Epoch [166][400/940] lr: 4.000e-03, eta: 1 day, 9:09:48, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8295, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.0813 2022-02-10 08:22:23,991 - mmaction - INFO - Epoch [166][420/940] lr: 4.000e-03, eta: 1 day, 9:09:17, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6229, top5_acc: 0.8285, loss_cls: 1.5798, loss: 1.5798, grad_norm: 3.1667 2022-02-10 08:22:48,705 - mmaction - INFO - Epoch [166][440/940] lr: 4.000e-03, eta: 1 day, 9:08:46, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8217, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.1696 2022-02-10 08:23:13,763 - mmaction - INFO - Epoch [166][460/940] lr: 4.000e-03, eta: 1 day, 9:08:16, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.6211, top5_acc: 0.8277, loss_cls: 1.5791, loss: 1.5791, grad_norm: 3.1337 2022-02-10 08:23:38,746 - mmaction - INFO - Epoch [166][480/940] lr: 4.000e-03, eta: 1 day, 9:07:45, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8221, loss_cls: 1.5829, loss: 1.5829, grad_norm: 3.1512 2022-02-10 08:24:03,949 - mmaction - INFO - Epoch [166][500/940] lr: 4.000e-03, eta: 1 day, 9:07:15, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8385, loss_cls: 1.5576, loss: 1.5576, grad_norm: 3.1359 2022-02-10 08:24:28,981 - mmaction - INFO - Epoch [166][520/940] lr: 4.000e-03, eta: 1 day, 9:06:44, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8240, loss_cls: 1.5334, loss: 1.5334, grad_norm: 3.1022 2022-02-10 08:24:53,907 - mmaction - INFO - Epoch [166][540/940] lr: 4.000e-03, eta: 1 day, 9:06:13, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5719, loss: 1.5719, grad_norm: 3.1462 2022-02-10 08:25:18,831 - mmaction - INFO - Epoch [166][560/940] lr: 4.000e-03, eta: 1 day, 9:05:43, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.6189, top5_acc: 0.8209, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.1125 2022-02-10 08:25:43,984 - mmaction - INFO - Epoch [166][580/940] lr: 4.000e-03, eta: 1 day, 9:05:12, time: 1.257, data_time: 0.056, memory: 9488, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6177, loss: 1.6177, grad_norm: 3.1231 2022-02-10 08:26:09,214 - mmaction - INFO - Epoch [166][600/940] lr: 4.000e-03, eta: 1 day, 9:04:42, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8324, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.1452 2022-02-10 08:26:34,177 - mmaction - INFO - Epoch [166][620/940] lr: 4.000e-03, eta: 1 day, 9:04:11, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8297, loss_cls: 1.5642, loss: 1.5642, grad_norm: 3.1360 2022-02-10 08:26:59,482 - mmaction - INFO - Epoch [166][640/940] lr: 4.000e-03, eta: 1 day, 9:03:40, time: 1.265, data_time: 0.061, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8238, loss_cls: 1.5719, loss: 1.5719, grad_norm: 3.0778 2022-02-10 08:27:25,005 - mmaction - INFO - Epoch [166][660/940] lr: 4.000e-03, eta: 1 day, 9:03:10, time: 1.276, data_time: 0.078, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8285, loss_cls: 1.5820, loss: 1.5820, grad_norm: 3.1156 2022-02-10 08:27:50,540 - mmaction - INFO - Epoch [166][680/940] lr: 4.000e-03, eta: 1 day, 9:02:40, time: 1.277, data_time: 0.064, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8199, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.1232 2022-02-10 08:28:16,084 - mmaction - INFO - Epoch [166][700/940] lr: 4.000e-03, eta: 1 day, 9:02:10, time: 1.277, data_time: 0.075, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8246, loss_cls: 1.5533, loss: 1.5533, grad_norm: 3.1178 2022-02-10 08:28:41,448 - mmaction - INFO - Epoch [166][720/940] lr: 4.000e-03, eta: 1 day, 9:01:40, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6166, top5_acc: 0.8209, loss_cls: 1.6096, loss: 1.6096, grad_norm: 3.1521 2022-02-10 08:29:07,053 - mmaction - INFO - Epoch [166][740/940] lr: 4.000e-03, eta: 1 day, 9:01:10, time: 1.281, data_time: 0.074, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8229, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.1110 2022-02-10 08:29:32,360 - mmaction - INFO - Epoch [166][760/940] lr: 4.000e-03, eta: 1 day, 9:00:39, time: 1.265, data_time: 0.081, memory: 9488, top1_acc: 0.6182, top5_acc: 0.8180, loss_cls: 1.6170, loss: 1.6170, grad_norm: 3.1178 2022-02-10 08:29:57,553 - mmaction - INFO - Epoch [166][780/940] lr: 4.000e-03, eta: 1 day, 9:00:09, time: 1.259, data_time: 0.060, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8209, loss_cls: 1.5906, loss: 1.5906, grad_norm: 3.1574 2022-02-10 08:30:22,950 - mmaction - INFO - Epoch [166][800/940] lr: 4.000e-03, eta: 1 day, 8:59:38, time: 1.271, data_time: 0.072, memory: 9488, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5615, loss: 1.5615, grad_norm: 3.1454 2022-02-10 08:30:48,335 - mmaction - INFO - Epoch [166][820/940] lr: 4.000e-03, eta: 1 day, 8:59:08, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8307, loss_cls: 1.5682, loss: 1.5682, grad_norm: 3.0761 2022-02-10 08:31:13,557 - mmaction - INFO - Epoch [166][840/940] lr: 4.000e-03, eta: 1 day, 8:58:38, time: 1.261, data_time: 0.059, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8346, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.1562 2022-02-10 08:31:38,738 - mmaction - INFO - Epoch [166][860/940] lr: 4.000e-03, eta: 1 day, 8:58:07, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6270, top5_acc: 0.8281, loss_cls: 1.5574, loss: 1.5574, grad_norm: 3.1351 2022-02-10 08:32:04,209 - mmaction - INFO - Epoch [166][880/940] lr: 4.000e-03, eta: 1 day, 8:57:37, time: 1.274, data_time: 0.065, memory: 9488, top1_acc: 0.6211, top5_acc: 0.8225, loss_cls: 1.6075, loss: 1.6075, grad_norm: 3.1458 2022-02-10 08:32:29,633 - mmaction - INFO - Epoch [166][900/940] lr: 4.000e-03, eta: 1 day, 8:57:07, time: 1.271, data_time: 0.077, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8295, loss_cls: 1.5547, loss: 1.5547, grad_norm: 3.1279 2022-02-10 08:32:55,161 - mmaction - INFO - Epoch [166][920/940] lr: 4.000e-03, eta: 1 day, 8:56:37, time: 1.276, data_time: 0.076, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8287, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.1571 2022-02-10 08:33:19,072 - mmaction - INFO - Epoch [166][940/940] lr: 4.000e-03, eta: 1 day, 8:56:05, time: 1.196, data_time: 0.064, memory: 9488, top1_acc: 0.6185, top5_acc: 0.8249, loss_cls: 1.6200, loss: 1.6200, grad_norm: 3.2053 2022-02-10 08:36:52,710 - mmaction - INFO - Epoch [167][20/940] lr: 4.000e-03, eta: 1 day, 8:58:10, time: 10.429, data_time: 8.753, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8316, loss_cls: 1.5406, loss: 1.5406, grad_norm: 3.0770 2022-02-10 08:37:16,241 - mmaction - INFO - Epoch [167][40/940] lr: 4.000e-03, eta: 1 day, 8:57:38, time: 1.176, data_time: 0.046, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8307, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.0542 2022-02-10 08:37:39,837 - mmaction - INFO - Epoch [167][60/940] lr: 4.000e-03, eta: 1 day, 8:57:07, time: 1.180, data_time: 0.043, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8250, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.1370 2022-02-10 08:38:03,832 - mmaction - INFO - Epoch [167][80/940] lr: 4.000e-03, eta: 1 day, 8:56:35, time: 1.200, data_time: 0.049, memory: 9488, top1_acc: 0.6232, top5_acc: 0.8309, loss_cls: 1.5638, loss: 1.5638, grad_norm: 3.1559 2022-02-10 08:38:28,070 - mmaction - INFO - Epoch [167][100/940] lr: 4.000e-03, eta: 1 day, 8:56:04, time: 1.212, data_time: 0.048, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8244, loss_cls: 1.5874, loss: 1.5874, grad_norm: 3.1396 2022-02-10 08:38:53,047 - mmaction - INFO - Epoch [167][120/940] lr: 4.000e-03, eta: 1 day, 8:55:33, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8176, loss_cls: 1.5772, loss: 1.5772, grad_norm: 3.1280 2022-02-10 08:39:17,983 - mmaction - INFO - Epoch [167][140/940] lr: 4.000e-03, eta: 1 day, 8:55:02, time: 1.247, data_time: 0.051, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5471, loss: 1.5471, grad_norm: 3.1080 2022-02-10 08:39:42,931 - mmaction - INFO - Epoch [167][160/940] lr: 4.000e-03, eta: 1 day, 8:54:32, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8295, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.1272 2022-02-10 08:40:07,755 - mmaction - INFO - Epoch [167][180/940] lr: 4.000e-03, eta: 1 day, 8:54:01, time: 1.241, data_time: 0.057, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8342, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.1035 2022-02-10 08:40:33,146 - mmaction - INFO - Epoch [167][200/940] lr: 4.000e-03, eta: 1 day, 8:53:31, time: 1.270, data_time: 0.071, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8232, loss_cls: 1.5677, loss: 1.5677, grad_norm: 3.1753 2022-02-10 08:40:58,047 - mmaction - INFO - Epoch [167][220/940] lr: 4.000e-03, eta: 1 day, 8:53:00, time: 1.244, data_time: 0.052, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8314, loss_cls: 1.5677, loss: 1.5677, grad_norm: 3.1914 2022-02-10 08:41:23,428 - mmaction - INFO - Epoch [167][240/940] lr: 4.000e-03, eta: 1 day, 8:52:30, time: 1.269, data_time: 0.064, memory: 9488, top1_acc: 0.6201, top5_acc: 0.8219, loss_cls: 1.6019, loss: 1.6019, grad_norm: 3.1822 2022-02-10 08:41:48,765 - mmaction - INFO - Epoch [167][260/940] lr: 4.000e-03, eta: 1 day, 8:51:59, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8316, loss_cls: 1.5322, loss: 1.5322, grad_norm: 3.1396 2022-02-10 08:42:14,148 - mmaction - INFO - Epoch [167][280/940] lr: 4.000e-03, eta: 1 day, 8:51:29, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8217, loss_cls: 1.5849, loss: 1.5849, grad_norm: 3.1860 2022-02-10 08:42:39,238 - mmaction - INFO - Epoch [167][300/940] lr: 4.000e-03, eta: 1 day, 8:50:58, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8260, loss_cls: 1.5426, loss: 1.5426, grad_norm: 3.1073 2022-02-10 08:43:04,565 - mmaction - INFO - Epoch [167][320/940] lr: 4.000e-03, eta: 1 day, 8:50:28, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8252, loss_cls: 1.5659, loss: 1.5659, grad_norm: 3.1340 2022-02-10 08:43:30,085 - mmaction - INFO - Epoch [167][340/940] lr: 4.000e-03, eta: 1 day, 8:49:58, time: 1.276, data_time: 0.060, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8309, loss_cls: 1.5562, loss: 1.5562, grad_norm: 3.1127 2022-02-10 08:43:55,706 - mmaction - INFO - Epoch [167][360/940] lr: 4.000e-03, eta: 1 day, 8:49:28, time: 1.282, data_time: 0.066, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8266, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.1320 2022-02-10 08:44:21,126 - mmaction - INFO - Epoch [167][380/940] lr: 4.000e-03, eta: 1 day, 8:48:57, time: 1.270, data_time: 0.068, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5694, loss: 1.5694, grad_norm: 3.1161 2022-02-10 08:44:46,452 - mmaction - INFO - Epoch [167][400/940] lr: 4.000e-03, eta: 1 day, 8:48:27, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8285, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.2368 2022-02-10 08:45:11,791 - mmaction - INFO - Epoch [167][420/940] lr: 4.000e-03, eta: 1 day, 8:47:57, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8340, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.2412 2022-02-10 08:45:37,200 - mmaction - INFO - Epoch [167][440/940] lr: 4.000e-03, eta: 1 day, 8:47:26, time: 1.270, data_time: 0.077, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8236, loss_cls: 1.5904, loss: 1.5904, grad_norm: 3.1417 2022-02-10 08:46:02,582 - mmaction - INFO - Epoch [167][460/940] lr: 4.000e-03, eta: 1 day, 8:46:56, time: 1.269, data_time: 0.066, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8275, loss_cls: 1.5665, loss: 1.5665, grad_norm: 3.1228 2022-02-10 08:46:28,175 - mmaction - INFO - Epoch [167][480/940] lr: 4.000e-03, eta: 1 day, 8:46:26, time: 1.280, data_time: 0.072, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8363, loss_cls: 1.5280, loss: 1.5280, grad_norm: 3.1640 2022-02-10 08:46:53,607 - mmaction - INFO - Epoch [167][500/940] lr: 4.000e-03, eta: 1 day, 8:45:56, time: 1.272, data_time: 0.063, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8270, loss_cls: 1.5544, loss: 1.5544, grad_norm: 3.1365 2022-02-10 08:47:18,598 - mmaction - INFO - Epoch [167][520/940] lr: 4.000e-03, eta: 1 day, 8:45:25, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8338, loss_cls: 1.5345, loss: 1.5345, grad_norm: 3.1586 2022-02-10 08:47:43,907 - mmaction - INFO - Epoch [167][540/940] lr: 4.000e-03, eta: 1 day, 8:44:55, time: 1.265, data_time: 0.058, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8283, loss_cls: 1.5321, loss: 1.5321, grad_norm: 3.1456 2022-02-10 08:48:09,278 - mmaction - INFO - Epoch [167][560/940] lr: 4.000e-03, eta: 1 day, 8:44:24, time: 1.269, data_time: 0.066, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8320, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.1522 2022-02-10 08:48:34,569 - mmaction - INFO - Epoch [167][580/940] lr: 4.000e-03, eta: 1 day, 8:43:54, time: 1.265, data_time: 0.061, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8357, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.1328 2022-02-10 08:48:59,775 - mmaction - INFO - Epoch [167][600/940] lr: 4.000e-03, eta: 1 day, 8:43:24, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.6199, top5_acc: 0.8223, loss_cls: 1.5905, loss: 1.5905, grad_norm: 3.2127 2022-02-10 08:49:24,972 - mmaction - INFO - Epoch [167][620/940] lr: 4.000e-03, eta: 1 day, 8:42:53, time: 1.260, data_time: 0.053, memory: 9488, top1_acc: 0.6254, top5_acc: 0.8264, loss_cls: 1.5800, loss: 1.5800, grad_norm: 3.1890 2022-02-10 08:49:50,153 - mmaction - INFO - Epoch [167][640/940] lr: 4.000e-03, eta: 1 day, 8:42:23, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8320, loss_cls: 1.5358, loss: 1.5358, grad_norm: 3.1481 2022-02-10 08:50:15,191 - mmaction - INFO - Epoch [167][660/940] lr: 4.000e-03, eta: 1 day, 8:41:52, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8162, loss_cls: 1.5866, loss: 1.5866, grad_norm: 3.1309 2022-02-10 08:50:40,616 - mmaction - INFO - Epoch [167][680/940] lr: 4.000e-03, eta: 1 day, 8:41:22, time: 1.271, data_time: 0.063, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8271, loss_cls: 1.5749, loss: 1.5749, grad_norm: 3.1912 2022-02-10 08:51:05,814 - mmaction - INFO - Epoch [167][700/940] lr: 4.000e-03, eta: 1 day, 8:40:52, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8291, loss_cls: 1.5394, loss: 1.5394, grad_norm: 3.1901 2022-02-10 08:51:30,826 - mmaction - INFO - Epoch [167][720/940] lr: 4.000e-03, eta: 1 day, 8:40:21, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8232, loss_cls: 1.5843, loss: 1.5843, grad_norm: 3.1667 2022-02-10 08:51:56,207 - mmaction - INFO - Epoch [167][740/940] lr: 4.000e-03, eta: 1 day, 8:39:51, time: 1.270, data_time: 0.058, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8324, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.0908 2022-02-10 08:52:21,412 - mmaction - INFO - Epoch [167][760/940] lr: 4.000e-03, eta: 1 day, 8:39:20, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8348, loss_cls: 1.5271, loss: 1.5271, grad_norm: 3.1911 2022-02-10 08:52:46,451 - mmaction - INFO - Epoch [167][780/940] lr: 4.000e-03, eta: 1 day, 8:38:50, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8266, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.1477 2022-02-10 08:53:11,609 - mmaction - INFO - Epoch [167][800/940] lr: 4.000e-03, eta: 1 day, 8:38:19, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8303, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.1882 2022-02-10 08:53:36,753 - mmaction - INFO - Epoch [167][820/940] lr: 4.000e-03, eta: 1 day, 8:37:49, time: 1.258, data_time: 0.058, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8225, loss_cls: 1.5729, loss: 1.5729, grad_norm: 3.1735 2022-02-10 08:54:01,930 - mmaction - INFO - Epoch [167][840/940] lr: 4.000e-03, eta: 1 day, 8:37:18, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8279, loss_cls: 1.5400, loss: 1.5400, grad_norm: 3.1726 2022-02-10 08:54:27,162 - mmaction - INFO - Epoch [167][860/940] lr: 4.000e-03, eta: 1 day, 8:36:48, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8236, loss_cls: 1.5780, loss: 1.5780, grad_norm: 3.1631 2022-02-10 08:54:52,290 - mmaction - INFO - Epoch [167][880/940] lr: 4.000e-03, eta: 1 day, 8:36:18, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8404, loss_cls: 1.5117, loss: 1.5117, grad_norm: 3.1521 2022-02-10 08:55:17,756 - mmaction - INFO - Epoch [167][900/940] lr: 4.000e-03, eta: 1 day, 8:35:47, time: 1.273, data_time: 0.066, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8275, loss_cls: 1.5638, loss: 1.5638, grad_norm: 3.2404 2022-02-10 08:55:42,886 - mmaction - INFO - Epoch [167][920/940] lr: 4.000e-03, eta: 1 day, 8:35:17, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6229, top5_acc: 0.8264, loss_cls: 1.6009, loss: 1.6009, grad_norm: 3.2200 2022-02-10 08:56:06,919 - mmaction - INFO - Epoch [167][940/940] lr: 4.000e-03, eta: 1 day, 8:34:46, time: 1.202, data_time: 0.053, memory: 9488, top1_acc: 0.6173, top5_acc: 0.8184, loss_cls: 1.6193, loss: 1.6193, grad_norm: 3.1926 2022-02-10 08:59:06,050 - mmaction - INFO - Epoch [168][20/940] lr: 4.000e-03, eta: 1 day, 8:36:21, time: 8.832, data_time: 6.925, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8287, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.2053 2022-02-10 08:59:29,641 - mmaction - INFO - Epoch [168][40/940] lr: 4.000e-03, eta: 1 day, 8:35:49, time: 1.179, data_time: 0.052, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8289, loss_cls: 1.5434, loss: 1.5434, grad_norm: 3.2032 2022-02-10 08:59:53,383 - mmaction - INFO - Epoch [168][60/940] lr: 4.000e-03, eta: 1 day, 8:35:18, time: 1.188, data_time: 0.050, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8281, loss_cls: 1.5493, loss: 1.5493, grad_norm: 3.1974 2022-02-10 09:00:17,210 - mmaction - INFO - Epoch [168][80/940] lr: 4.000e-03, eta: 1 day, 8:34:46, time: 1.191, data_time: 0.043, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8277, loss_cls: 1.5688, loss: 1.5688, grad_norm: 3.1898 2022-02-10 09:00:41,867 - mmaction - INFO - Epoch [168][100/940] lr: 4.000e-03, eta: 1 day, 8:34:15, time: 1.233, data_time: 0.051, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8201, loss_cls: 1.5786, loss: 1.5786, grad_norm: 3.1877 2022-02-10 09:01:06,427 - mmaction - INFO - Epoch [168][120/940] lr: 4.000e-03, eta: 1 day, 8:33:44, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8223, loss_cls: 1.5612, loss: 1.5612, grad_norm: 3.1458 2022-02-10 09:01:31,237 - mmaction - INFO - Epoch [168][140/940] lr: 4.000e-03, eta: 1 day, 8:33:13, time: 1.240, data_time: 0.072, memory: 9488, top1_acc: 0.6266, top5_acc: 0.8275, loss_cls: 1.5672, loss: 1.5672, grad_norm: 3.2824 2022-02-10 09:01:56,399 - mmaction - INFO - Epoch [168][160/940] lr: 4.000e-03, eta: 1 day, 8:32:43, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6250, top5_acc: 0.8264, loss_cls: 1.5659, loss: 1.5659, grad_norm: 3.1836 2022-02-10 09:02:21,694 - mmaction - INFO - Epoch [168][180/940] lr: 4.000e-03, eta: 1 day, 8:32:13, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8328, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.0913 2022-02-10 09:02:46,719 - mmaction - INFO - Epoch [168][200/940] lr: 4.000e-03, eta: 1 day, 8:31:42, time: 1.251, data_time: 0.082, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8342, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.1269 2022-02-10 09:03:11,787 - mmaction - INFO - Epoch [168][220/940] lr: 4.000e-03, eta: 1 day, 8:31:11, time: 1.253, data_time: 0.077, memory: 9488, top1_acc: 0.6211, top5_acc: 0.8225, loss_cls: 1.5929, loss: 1.5929, grad_norm: 3.2481 2022-02-10 09:03:36,828 - mmaction - INFO - Epoch [168][240/940] lr: 4.000e-03, eta: 1 day, 8:30:41, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.6338, top5_acc: 0.8268, loss_cls: 1.5620, loss: 1.5620, grad_norm: 3.2482 2022-02-10 09:04:02,167 - mmaction - INFO - Epoch [168][260/940] lr: 4.000e-03, eta: 1 day, 8:30:11, time: 1.266, data_time: 0.081, memory: 9488, top1_acc: 0.6242, top5_acc: 0.8191, loss_cls: 1.5924, loss: 1.5924, grad_norm: 3.2119 2022-02-10 09:04:27,491 - mmaction - INFO - Epoch [168][280/940] lr: 4.000e-03, eta: 1 day, 8:29:40, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8309, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.1754 2022-02-10 09:04:52,571 - mmaction - INFO - Epoch [168][300/940] lr: 4.000e-03, eta: 1 day, 8:29:10, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8262, loss_cls: 1.5482, loss: 1.5482, grad_norm: 3.1860 2022-02-10 09:05:17,317 - mmaction - INFO - Epoch [168][320/940] lr: 4.000e-03, eta: 1 day, 8:28:39, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8287, loss_cls: 1.5643, loss: 1.5643, grad_norm: 3.1853 2022-02-10 09:05:42,850 - mmaction - INFO - Epoch [168][340/940] lr: 4.000e-03, eta: 1 day, 8:28:09, time: 1.277, data_time: 0.066, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8377, loss_cls: 1.5409, loss: 1.5409, grad_norm: 3.1645 2022-02-10 09:06:07,997 - mmaction - INFO - Epoch [168][360/940] lr: 4.000e-03, eta: 1 day, 8:27:38, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8365, loss_cls: 1.5070, loss: 1.5070, grad_norm: 3.1995 2022-02-10 09:06:33,190 - mmaction - INFO - Epoch [168][380/940] lr: 4.000e-03, eta: 1 day, 8:27:08, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8361, loss_cls: 1.5146, loss: 1.5146, grad_norm: 3.1637 2022-02-10 09:06:58,406 - mmaction - INFO - Epoch [168][400/940] lr: 4.000e-03, eta: 1 day, 8:26:37, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8367, loss_cls: 1.5180, loss: 1.5180, grad_norm: 3.1629 2022-02-10 09:07:23,576 - mmaction - INFO - Epoch [168][420/940] lr: 4.000e-03, eta: 1 day, 8:26:07, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8299, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.0982 2022-02-10 09:07:48,999 - mmaction - INFO - Epoch [168][440/940] lr: 4.000e-03, eta: 1 day, 8:25:37, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8291, loss_cls: 1.5323, loss: 1.5323, grad_norm: 3.1228 2022-02-10 09:08:14,289 - mmaction - INFO - Epoch [168][460/940] lr: 4.000e-03, eta: 1 day, 8:25:06, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8225, loss_cls: 1.5914, loss: 1.5914, grad_norm: 3.2024 2022-02-10 09:08:39,593 - mmaction - INFO - Epoch [168][480/940] lr: 4.000e-03, eta: 1 day, 8:24:36, time: 1.265, data_time: 0.080, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8293, loss_cls: 1.5444, loss: 1.5444, grad_norm: 3.2586 2022-02-10 09:09:04,868 - mmaction - INFO - Epoch [168][500/940] lr: 4.000e-03, eta: 1 day, 8:24:06, time: 1.264, data_time: 0.084, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8248, loss_cls: 1.5646, loss: 1.5646, grad_norm: 3.1881 2022-02-10 09:09:30,307 - mmaction - INFO - Epoch [168][520/940] lr: 4.000e-03, eta: 1 day, 8:23:36, time: 1.272, data_time: 0.073, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.1177 2022-02-10 09:09:55,550 - mmaction - INFO - Epoch [168][540/940] lr: 4.000e-03, eta: 1 day, 8:23:05, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8207, loss_cls: 1.5882, loss: 1.5882, grad_norm: 3.2205 2022-02-10 09:10:20,988 - mmaction - INFO - Epoch [168][560/940] lr: 4.000e-03, eta: 1 day, 8:22:35, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8270, loss_cls: 1.5830, loss: 1.5830, grad_norm: 3.2005 2022-02-10 09:10:46,342 - mmaction - INFO - Epoch [168][580/940] lr: 4.000e-03, eta: 1 day, 8:22:05, time: 1.268, data_time: 0.079, memory: 9488, top1_acc: 0.6299, top5_acc: 0.8275, loss_cls: 1.5764, loss: 1.5764, grad_norm: 3.1711 2022-02-10 09:11:11,654 - mmaction - INFO - Epoch [168][600/940] lr: 4.000e-03, eta: 1 day, 8:21:34, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8303, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.1717 2022-02-10 09:11:37,116 - mmaction - INFO - Epoch [168][620/940] lr: 4.000e-03, eta: 1 day, 8:21:04, time: 1.273, data_time: 0.081, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8242, loss_cls: 1.5559, loss: 1.5559, grad_norm: 3.1759 2022-02-10 09:12:02,268 - mmaction - INFO - Epoch [168][640/940] lr: 4.000e-03, eta: 1 day, 8:20:34, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6209, top5_acc: 0.8215, loss_cls: 1.5766, loss: 1.5766, grad_norm: 3.2434 2022-02-10 09:12:27,711 - mmaction - INFO - Epoch [168][660/940] lr: 4.000e-03, eta: 1 day, 8:20:04, time: 1.272, data_time: 0.066, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8262, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.1711 2022-02-10 09:12:53,006 - mmaction - INFO - Epoch [168][680/940] lr: 4.000e-03, eta: 1 day, 8:19:33, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6271, top5_acc: 0.8229, loss_cls: 1.5894, loss: 1.5894, grad_norm: 3.2166 2022-02-10 09:13:18,220 - mmaction - INFO - Epoch [168][700/940] lr: 4.000e-03, eta: 1 day, 8:19:03, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5509, loss: 1.5509, grad_norm: 3.1933 2022-02-10 09:13:43,250 - mmaction - INFO - Epoch [168][720/940] lr: 4.000e-03, eta: 1 day, 8:18:33, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5207, loss: 1.5207, grad_norm: 3.1430 2022-02-10 09:14:08,793 - mmaction - INFO - Epoch [168][740/940] lr: 4.000e-03, eta: 1 day, 8:18:02, time: 1.277, data_time: 0.067, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8307, loss_cls: 1.5442, loss: 1.5442, grad_norm: 3.1926 2022-02-10 09:14:34,005 - mmaction - INFO - Epoch [168][760/940] lr: 4.000e-03, eta: 1 day, 8:17:32, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8234, loss_cls: 1.5626, loss: 1.5626, grad_norm: 3.1804 2022-02-10 09:14:59,436 - mmaction - INFO - Epoch [168][780/940] lr: 4.000e-03, eta: 1 day, 8:17:02, time: 1.272, data_time: 0.083, memory: 9488, top1_acc: 0.6193, top5_acc: 0.8236, loss_cls: 1.6172, loss: 1.6172, grad_norm: 3.2109 2022-02-10 09:15:24,815 - mmaction - INFO - Epoch [168][800/940] lr: 4.000e-03, eta: 1 day, 8:16:32, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8313, loss_cls: 1.5729, loss: 1.5729, grad_norm: 3.2475 2022-02-10 09:15:50,055 - mmaction - INFO - Epoch [168][820/940] lr: 4.000e-03, eta: 1 day, 8:16:01, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8387, loss_cls: 1.5027, loss: 1.5027, grad_norm: 3.1490 2022-02-10 09:16:15,222 - mmaction - INFO - Epoch [168][840/940] lr: 4.000e-03, eta: 1 day, 8:15:31, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8359, loss_cls: 1.5455, loss: 1.5455, grad_norm: 3.1781 2022-02-10 09:16:40,561 - mmaction - INFO - Epoch [168][860/940] lr: 4.000e-03, eta: 1 day, 8:15:01, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8262, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.1926 2022-02-10 09:17:05,887 - mmaction - INFO - Epoch [168][880/940] lr: 4.000e-03, eta: 1 day, 8:14:30, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8318, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.1944 2022-02-10 09:17:31,215 - mmaction - INFO - Epoch [168][900/940] lr: 4.000e-03, eta: 1 day, 8:14:00, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6293, top5_acc: 0.8270, loss_cls: 1.5697, loss: 1.5697, grad_norm: 3.2297 2022-02-10 09:17:56,391 - mmaction - INFO - Epoch [168][920/940] lr: 4.000e-03, eta: 1 day, 8:13:30, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8307, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.2465 2022-02-10 09:18:20,211 - mmaction - INFO - Epoch [168][940/940] lr: 4.000e-03, eta: 1 day, 8:12:58, time: 1.191, data_time: 0.060, memory: 9488, top1_acc: 0.6191, top5_acc: 0.8279, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.3024 2022-02-10 09:22:01,124 - mmaction - INFO - Epoch [169][20/940] lr: 4.000e-03, eta: 1 day, 8:15:01, time: 10.684, data_time: 9.126, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8348, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.1838 2022-02-10 09:22:24,612 - mmaction - INFO - Epoch [169][40/940] lr: 4.000e-03, eta: 1 day, 8:14:30, time: 1.175, data_time: 0.049, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8293, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.2480 2022-02-10 09:22:48,265 - mmaction - INFO - Epoch [169][60/940] lr: 4.000e-03, eta: 1 day, 8:13:58, time: 1.182, data_time: 0.041, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8256, loss_cls: 1.5796, loss: 1.5796, grad_norm: 3.2183 2022-02-10 09:23:12,284 - mmaction - INFO - Epoch [169][80/940] lr: 4.000e-03, eta: 1 day, 8:13:27, time: 1.201, data_time: 0.049, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8176, loss_cls: 1.6057, loss: 1.6057, grad_norm: 3.2534 2022-02-10 09:23:36,771 - mmaction - INFO - Epoch [169][100/940] lr: 4.000e-03, eta: 1 day, 8:12:56, time: 1.225, data_time: 0.056, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8334, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.1449 2022-02-10 09:24:01,474 - mmaction - INFO - Epoch [169][120/940] lr: 4.000e-03, eta: 1 day, 8:12:25, time: 1.235, data_time: 0.053, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8309, loss_cls: 1.5228, loss: 1.5228, grad_norm: 3.1614 2022-02-10 09:24:26,272 - mmaction - INFO - Epoch [169][140/940] lr: 4.000e-03, eta: 1 day, 8:11:54, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8246, loss_cls: 1.5771, loss: 1.5771, grad_norm: 3.1793 2022-02-10 09:24:51,354 - mmaction - INFO - Epoch [169][160/940] lr: 4.000e-03, eta: 1 day, 8:11:24, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8336, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.2119 2022-02-10 09:25:16,389 - mmaction - INFO - Epoch [169][180/940] lr: 4.000e-03, eta: 1 day, 8:10:53, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8240, loss_cls: 1.5344, loss: 1.5344, grad_norm: 3.1903 2022-02-10 09:25:41,557 - mmaction - INFO - Epoch [169][200/940] lr: 4.000e-03, eta: 1 day, 8:10:23, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6338, top5_acc: 0.8307, loss_cls: 1.5566, loss: 1.5566, grad_norm: 3.2477 2022-02-10 09:26:06,777 - mmaction - INFO - Epoch [169][220/940] lr: 4.000e-03, eta: 1 day, 8:09:52, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8348, loss_cls: 1.5139, loss: 1.5139, grad_norm: 3.1695 2022-02-10 09:26:32,034 - mmaction - INFO - Epoch [169][240/940] lr: 4.000e-03, eta: 1 day, 8:09:22, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6334, top5_acc: 0.8283, loss_cls: 1.5266, loss: 1.5266, grad_norm: 3.1886 2022-02-10 09:26:57,078 - mmaction - INFO - Epoch [169][260/940] lr: 4.000e-03, eta: 1 day, 8:08:51, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6199, top5_acc: 0.8268, loss_cls: 1.5787, loss: 1.5787, grad_norm: 3.2158 2022-02-10 09:27:22,441 - mmaction - INFO - Epoch [169][280/940] lr: 4.000e-03, eta: 1 day, 8:08:21, time: 1.268, data_time: 0.068, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8377, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.1337 2022-02-10 09:27:47,599 - mmaction - INFO - Epoch [169][300/940] lr: 4.000e-03, eta: 1 day, 8:07:51, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8328, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.1549 2022-02-10 09:28:12,898 - mmaction - INFO - Epoch [169][320/940] lr: 4.000e-03, eta: 1 day, 8:07:20, time: 1.265, data_time: 0.064, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8322, loss_cls: 1.5393, loss: 1.5393, grad_norm: 3.2365 2022-02-10 09:28:37,817 - mmaction - INFO - Epoch [169][340/940] lr: 4.000e-03, eta: 1 day, 8:06:50, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8268, loss_cls: 1.5536, loss: 1.5536, grad_norm: 3.1988 2022-02-10 09:29:03,124 - mmaction - INFO - Epoch [169][360/940] lr: 4.000e-03, eta: 1 day, 8:06:19, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8307, loss_cls: 1.5353, loss: 1.5353, grad_norm: 3.2080 2022-02-10 09:29:28,364 - mmaction - INFO - Epoch [169][380/940] lr: 4.000e-03, eta: 1 day, 8:05:49, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8270, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.1970 2022-02-10 09:29:53,546 - mmaction - INFO - Epoch [169][400/940] lr: 4.000e-03, eta: 1 day, 8:05:19, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8285, loss_cls: 1.5297, loss: 1.5297, grad_norm: 3.2588 2022-02-10 09:30:18,688 - mmaction - INFO - Epoch [169][420/940] lr: 4.000e-03, eta: 1 day, 8:04:48, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8195, loss_cls: 1.5777, loss: 1.5777, grad_norm: 3.2411 2022-02-10 09:30:43,832 - mmaction - INFO - Epoch [169][440/940] lr: 4.000e-03, eta: 1 day, 8:04:18, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6189, top5_acc: 0.8182, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.3221 2022-02-10 09:31:08,789 - mmaction - INFO - Epoch [169][460/940] lr: 4.000e-03, eta: 1 day, 8:03:47, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8322, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.2336 2022-02-10 09:31:34,114 - mmaction - INFO - Epoch [169][480/940] lr: 4.000e-03, eta: 1 day, 8:03:17, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8307, loss_cls: 1.5339, loss: 1.5339, grad_norm: 3.1915 2022-02-10 09:31:59,317 - mmaction - INFO - Epoch [169][500/940] lr: 4.000e-03, eta: 1 day, 8:02:47, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8340, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.2535 2022-02-10 09:32:24,365 - mmaction - INFO - Epoch [169][520/940] lr: 4.000e-03, eta: 1 day, 8:02:16, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.2287 2022-02-10 09:32:49,339 - mmaction - INFO - Epoch [169][540/940] lr: 4.000e-03, eta: 1 day, 8:01:46, time: 1.249, data_time: 0.075, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8291, loss_cls: 1.5431, loss: 1.5431, grad_norm: 3.2171 2022-02-10 09:33:14,565 - mmaction - INFO - Epoch [169][560/940] lr: 4.000e-03, eta: 1 day, 8:01:15, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8199, loss_cls: 1.5800, loss: 1.5800, grad_norm: 3.2487 2022-02-10 09:33:39,679 - mmaction - INFO - Epoch [169][580/940] lr: 4.000e-03, eta: 1 day, 8:00:45, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8234, loss_cls: 1.5719, loss: 1.5719, grad_norm: 3.2517 2022-02-10 09:34:04,750 - mmaction - INFO - Epoch [169][600/940] lr: 4.000e-03, eta: 1 day, 8:00:14, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8340, loss_cls: 1.5213, loss: 1.5213, grad_norm: 3.1728 2022-02-10 09:34:29,926 - mmaction - INFO - Epoch [169][620/940] lr: 4.000e-03, eta: 1 day, 7:59:44, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8215, loss_cls: 1.5689, loss: 1.5689, grad_norm: 3.2241 2022-02-10 09:34:55,114 - mmaction - INFO - Epoch [169][640/940] lr: 4.000e-03, eta: 1 day, 7:59:14, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8277, loss_cls: 1.5592, loss: 1.5592, grad_norm: 3.2427 2022-02-10 09:35:20,105 - mmaction - INFO - Epoch [169][660/940] lr: 4.000e-03, eta: 1 day, 7:58:43, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8275, loss_cls: 1.5622, loss: 1.5622, grad_norm: 3.2138 2022-02-10 09:35:45,288 - mmaction - INFO - Epoch [169][680/940] lr: 4.000e-03, eta: 1 day, 7:58:13, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8209, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.1892 2022-02-10 09:36:10,530 - mmaction - INFO - Epoch [169][700/940] lr: 4.000e-03, eta: 1 day, 7:57:42, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8250, loss_cls: 1.5668, loss: 1.5668, grad_norm: 3.2467 2022-02-10 09:36:35,813 - mmaction - INFO - Epoch [169][720/940] lr: 4.000e-03, eta: 1 day, 7:57:12, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.2632 2022-02-10 09:37:01,075 - mmaction - INFO - Epoch [169][740/940] lr: 4.000e-03, eta: 1 day, 7:56:42, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8246, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.2177 2022-02-10 09:37:26,263 - mmaction - INFO - Epoch [169][760/940] lr: 4.000e-03, eta: 1 day, 7:56:11, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8262, loss_cls: 1.5572, loss: 1.5572, grad_norm: 3.2165 2022-02-10 09:37:51,514 - mmaction - INFO - Epoch [169][780/940] lr: 4.000e-03, eta: 1 day, 7:55:41, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6256, top5_acc: 0.8258, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.2329 2022-02-10 09:38:16,969 - mmaction - INFO - Epoch [169][800/940] lr: 4.000e-03, eta: 1 day, 7:55:11, time: 1.273, data_time: 0.073, memory: 9488, top1_acc: 0.6260, top5_acc: 0.8266, loss_cls: 1.5589, loss: 1.5589, grad_norm: 3.2197 2022-02-10 09:38:42,215 - mmaction - INFO - Epoch [169][820/940] lr: 4.000e-03, eta: 1 day, 7:54:41, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8328, loss_cls: 1.5199, loss: 1.5199, grad_norm: 3.2416 2022-02-10 09:39:07,633 - mmaction - INFO - Epoch [169][840/940] lr: 4.000e-03, eta: 1 day, 7:54:10, time: 1.271, data_time: 0.063, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8301, loss_cls: 1.5185, loss: 1.5185, grad_norm: 3.2313 2022-02-10 09:39:32,869 - mmaction - INFO - Epoch [169][860/940] lr: 4.000e-03, eta: 1 day, 7:53:40, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8379, loss_cls: 1.5101, loss: 1.5101, grad_norm: 3.2503 2022-02-10 09:39:58,128 - mmaction - INFO - Epoch [169][880/940] lr: 4.000e-03, eta: 1 day, 7:53:10, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8408, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.2585 2022-02-10 09:40:23,467 - mmaction - INFO - Epoch [169][900/940] lr: 4.000e-03, eta: 1 day, 7:52:40, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.5909, loss: 1.5909, grad_norm: 3.3040 2022-02-10 09:40:48,909 - mmaction - INFO - Epoch [169][920/940] lr: 4.000e-03, eta: 1 day, 7:52:10, time: 1.271, data_time: 0.079, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8328, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.3249 2022-02-10 09:41:12,843 - mmaction - INFO - Epoch [169][940/940] lr: 4.000e-03, eta: 1 day, 7:51:38, time: 1.197, data_time: 0.069, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8233, loss_cls: 1.5877, loss: 1.5877, grad_norm: 3.2876 2022-02-10 09:44:43,079 - mmaction - INFO - Epoch [170][20/940] lr: 4.000e-03, eta: 1 day, 7:53:32, time: 10.304, data_time: 7.027, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8256, loss_cls: 1.5465, loss: 1.5465, grad_norm: 3.2008 2022-02-10 09:45:06,801 - mmaction - INFO - Epoch [170][40/940] lr: 4.000e-03, eta: 1 day, 7:53:01, time: 1.188, data_time: 0.050, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8168, loss_cls: 1.5992, loss: 1.5992, grad_norm: 3.3053 2022-02-10 09:45:30,698 - mmaction - INFO - Epoch [170][60/940] lr: 4.000e-03, eta: 1 day, 7:52:29, time: 1.196, data_time: 0.047, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8320, loss_cls: 1.5259, loss: 1.5259, grad_norm: 3.2423 2022-02-10 09:45:55,053 - mmaction - INFO - Epoch [170][80/940] lr: 4.000e-03, eta: 1 day, 7:51:58, time: 1.218, data_time: 0.054, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8283, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.1950 2022-02-10 09:46:19,897 - mmaction - INFO - Epoch [170][100/940] lr: 4.000e-03, eta: 1 day, 7:51:28, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8252, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.2806 2022-02-10 09:46:44,927 - mmaction - INFO - Epoch [170][120/940] lr: 4.000e-03, eta: 1 day, 7:50:57, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8324, loss_cls: 1.5381, loss: 1.5381, grad_norm: 3.2400 2022-02-10 09:47:10,020 - mmaction - INFO - Epoch [170][140/940] lr: 4.000e-03, eta: 1 day, 7:50:27, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8305, loss_cls: 1.5398, loss: 1.5398, grad_norm: 3.2191 2022-02-10 09:47:35,256 - mmaction - INFO - Epoch [170][160/940] lr: 4.000e-03, eta: 1 day, 7:49:56, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8377, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.2923 2022-02-10 09:48:00,591 - mmaction - INFO - Epoch [170][180/940] lr: 4.000e-03, eta: 1 day, 7:49:26, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8322, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.3385 2022-02-10 09:48:25,919 - mmaction - INFO - Epoch [170][200/940] lr: 4.000e-03, eta: 1 day, 7:48:56, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8330, loss_cls: 1.5327, loss: 1.5327, grad_norm: 3.2404 2022-02-10 09:48:51,039 - mmaction - INFO - Epoch [170][220/940] lr: 4.000e-03, eta: 1 day, 7:48:25, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8281, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.2387 2022-02-10 09:49:16,379 - mmaction - INFO - Epoch [170][240/940] lr: 4.000e-03, eta: 1 day, 7:47:55, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8320, loss_cls: 1.5265, loss: 1.5265, grad_norm: 3.2326 2022-02-10 09:49:41,482 - mmaction - INFO - Epoch [170][260/940] lr: 4.000e-03, eta: 1 day, 7:47:25, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8357, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.2257 2022-02-10 09:50:06,746 - mmaction - INFO - Epoch [170][280/940] lr: 4.000e-03, eta: 1 day, 7:46:54, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8361, loss_cls: 1.4861, loss: 1.4861, grad_norm: 3.2334 2022-02-10 09:50:32,135 - mmaction - INFO - Epoch [170][300/940] lr: 4.000e-03, eta: 1 day, 7:46:24, time: 1.269, data_time: 0.070, memory: 9488, top1_acc: 0.6234, top5_acc: 0.8285, loss_cls: 1.5770, loss: 1.5770, grad_norm: 3.3567 2022-02-10 09:50:57,340 - mmaction - INFO - Epoch [170][320/940] lr: 4.000e-03, eta: 1 day, 7:45:54, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8234, loss_cls: 1.5843, loss: 1.5843, grad_norm: 3.3234 2022-02-10 09:51:22,547 - mmaction - INFO - Epoch [170][340/940] lr: 4.000e-03, eta: 1 day, 7:45:23, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8316, loss_cls: 1.5320, loss: 1.5320, grad_norm: 3.2271 2022-02-10 09:51:47,866 - mmaction - INFO - Epoch [170][360/940] lr: 4.000e-03, eta: 1 day, 7:44:53, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8209, loss_cls: 1.5789, loss: 1.5789, grad_norm: 3.2805 2022-02-10 09:52:13,347 - mmaction - INFO - Epoch [170][380/940] lr: 4.000e-03, eta: 1 day, 7:44:23, time: 1.274, data_time: 0.076, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8271, loss_cls: 1.5423, loss: 1.5423, grad_norm: 3.2492 2022-02-10 09:52:38,672 - mmaction - INFO - Epoch [170][400/940] lr: 4.000e-03, eta: 1 day, 7:43:53, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8340, loss_cls: 1.4997, loss: 1.4997, grad_norm: 3.2139 2022-02-10 09:53:03,765 - mmaction - INFO - Epoch [170][420/940] lr: 4.000e-03, eta: 1 day, 7:43:22, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8221, loss_cls: 1.5690, loss: 1.5690, grad_norm: 3.2765 2022-02-10 09:53:29,117 - mmaction - INFO - Epoch [170][440/940] lr: 4.000e-03, eta: 1 day, 7:42:52, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8291, loss_cls: 1.5322, loss: 1.5322, grad_norm: 3.2455 2022-02-10 09:53:54,469 - mmaction - INFO - Epoch [170][460/940] lr: 4.000e-03, eta: 1 day, 7:42:22, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6197, top5_acc: 0.8229, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.3022 2022-02-10 09:54:19,644 - mmaction - INFO - Epoch [170][480/940] lr: 4.000e-03, eta: 1 day, 7:41:51, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8291, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.2367 2022-02-10 09:54:45,076 - mmaction - INFO - Epoch [170][500/940] lr: 4.000e-03, eta: 1 day, 7:41:21, time: 1.272, data_time: 0.079, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8281, loss_cls: 1.5468, loss: 1.5468, grad_norm: 3.1969 2022-02-10 09:55:10,118 - mmaction - INFO - Epoch [170][520/940] lr: 4.000e-03, eta: 1 day, 7:40:51, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8348, loss_cls: 1.5124, loss: 1.5124, grad_norm: 3.2328 2022-02-10 09:55:35,359 - mmaction - INFO - Epoch [170][540/940] lr: 4.000e-03, eta: 1 day, 7:40:21, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8314, loss_cls: 1.5499, loss: 1.5499, grad_norm: 3.2548 2022-02-10 09:56:00,688 - mmaction - INFO - Epoch [170][560/940] lr: 4.000e-03, eta: 1 day, 7:39:50, time: 1.267, data_time: 0.079, memory: 9488, top1_acc: 0.6316, top5_acc: 0.8211, loss_cls: 1.5657, loss: 1.5657, grad_norm: 3.2122 2022-02-10 09:56:26,017 - mmaction - INFO - Epoch [170][580/940] lr: 4.000e-03, eta: 1 day, 7:39:20, time: 1.267, data_time: 0.081, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8369, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.2874 2022-02-10 09:56:51,287 - mmaction - INFO - Epoch [170][600/940] lr: 4.000e-03, eta: 1 day, 7:38:50, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8332, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.2157 2022-02-10 09:57:16,635 - mmaction - INFO - Epoch [170][620/940] lr: 4.000e-03, eta: 1 day, 7:38:20, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8348, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.2003 2022-02-10 09:57:42,019 - mmaction - INFO - Epoch [170][640/940] lr: 4.000e-03, eta: 1 day, 7:37:49, time: 1.269, data_time: 0.084, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8295, loss_cls: 1.5413, loss: 1.5413, grad_norm: 3.2656 2022-02-10 09:58:07,327 - mmaction - INFO - Epoch [170][660/940] lr: 4.000e-03, eta: 1 day, 7:37:19, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8301, loss_cls: 1.5482, loss: 1.5482, grad_norm: 3.3124 2022-02-10 09:58:32,598 - mmaction - INFO - Epoch [170][680/940] lr: 4.000e-03, eta: 1 day, 7:36:49, time: 1.264, data_time: 0.078, memory: 9488, top1_acc: 0.6266, top5_acc: 0.8238, loss_cls: 1.5660, loss: 1.5660, grad_norm: 3.2417 2022-02-10 09:58:57,970 - mmaction - INFO - Epoch [170][700/940] lr: 4.000e-03, eta: 1 day, 7:36:19, time: 1.268, data_time: 0.068, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8299, loss_cls: 1.5339, loss: 1.5339, grad_norm: 3.2111 2022-02-10 09:59:23,243 - mmaction - INFO - Epoch [170][720/940] lr: 4.000e-03, eta: 1 day, 7:35:48, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8334, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.1977 2022-02-10 09:59:48,632 - mmaction - INFO - Epoch [170][740/940] lr: 4.000e-03, eta: 1 day, 7:35:18, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8234, loss_cls: 1.5828, loss: 1.5828, grad_norm: 3.2900 2022-02-10 10:00:14,110 - mmaction - INFO - Epoch [170][760/940] lr: 4.000e-03, eta: 1 day, 7:34:48, time: 1.274, data_time: 0.077, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8313, loss_cls: 1.5330, loss: 1.5330, grad_norm: 3.2425 2022-02-10 10:00:39,404 - mmaction - INFO - Epoch [170][780/940] lr: 4.000e-03, eta: 1 day, 7:34:18, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8299, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.2379 2022-02-10 10:01:04,672 - mmaction - INFO - Epoch [170][800/940] lr: 4.000e-03, eta: 1 day, 7:33:48, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8229, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.3030 2022-02-10 10:01:30,074 - mmaction - INFO - Epoch [170][820/940] lr: 4.000e-03, eta: 1 day, 7:33:18, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8359, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.2404 2022-02-10 10:01:55,155 - mmaction - INFO - Epoch [170][840/940] lr: 4.000e-03, eta: 1 day, 7:32:47, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8328, loss_cls: 1.5234, loss: 1.5234, grad_norm: 3.2794 2022-02-10 10:02:20,557 - mmaction - INFO - Epoch [170][860/940] lr: 4.000e-03, eta: 1 day, 7:32:17, time: 1.270, data_time: 0.076, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8348, loss_cls: 1.5164, loss: 1.5164, grad_norm: 3.2791 2022-02-10 10:02:45,882 - mmaction - INFO - Epoch [170][880/940] lr: 4.000e-03, eta: 1 day, 7:31:47, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8322, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.3040 2022-02-10 10:03:11,388 - mmaction - INFO - Epoch [170][900/940] lr: 4.000e-03, eta: 1 day, 7:31:17, time: 1.276, data_time: 0.071, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8316, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.3141 2022-02-10 10:03:36,695 - mmaction - INFO - Epoch [170][920/940] lr: 4.000e-03, eta: 1 day, 7:30:47, time: 1.265, data_time: 0.064, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8377, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.2373 2022-02-10 10:04:00,670 - mmaction - INFO - Epoch [170][940/940] lr: 4.000e-03, eta: 1 day, 7:30:15, time: 1.199, data_time: 0.055, memory: 9488, top1_acc: 0.6226, top5_acc: 0.8293, loss_cls: 1.5999, loss: 1.5999, grad_norm: 3.3121 2022-02-10 10:04:09,940 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 10:04:09,943 - mmaction - INFO - 110 BN found 2022-02-10 10:08:47,309 - mmaction - INFO - BN stats updated 2022-02-10 10:08:49,313 - mmaction - INFO - Saving checkpoint at 170 epochs 2022-02-10 10:11:55,760 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 10:11:56,752 - mmaction - INFO - top1_acc 0.6763 top5_acc 0.8760 2022-02-10 10:11:56,752 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 10:11:56,811 - mmaction - INFO - mean_acc 0.6763 2022-02-10 10:11:56,812 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_165.pth was removed 2022-02-10 10:11:58,743 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_170.pth. 2022-02-10 10:11:58,744 - mmaction - INFO - Best top1_acc is 0.6763 at 170 epoch. 2022-02-10 10:11:58,752 - mmaction - INFO - Epoch(val) [170][78] top1_acc: 0.6763, top5_acc: 0.8760, mean_class_accuracy: 0.6763 2022-02-10 10:14:46,172 - mmaction - INFO - Epoch [171][20/940] lr: 4.000e-03, eta: 1 day, 7:31:36, time: 8.368, data_time: 6.248, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8295, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.2922 2022-02-10 10:15:09,631 - mmaction - INFO - Epoch [171][40/940] lr: 4.000e-03, eta: 1 day, 7:31:04, time: 1.173, data_time: 0.051, memory: 9488, top1_acc: 0.6346, top5_acc: 0.8275, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.2647 2022-02-10 10:15:33,426 - mmaction - INFO - Epoch [171][60/940] lr: 4.000e-03, eta: 1 day, 7:30:33, time: 1.190, data_time: 0.045, memory: 9488, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5704, loss: 1.5704, grad_norm: 3.3079 2022-02-10 10:15:57,701 - mmaction - INFO - Epoch [171][80/940] lr: 4.000e-03, eta: 1 day, 7:30:02, time: 1.214, data_time: 0.045, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8357, loss_cls: 1.4685, loss: 1.4685, grad_norm: 3.2259 2022-02-10 10:16:21,989 - mmaction - INFO - Epoch [171][100/940] lr: 4.000e-03, eta: 1 day, 7:29:31, time: 1.214, data_time: 0.047, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8232, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.2468 2022-02-10 10:16:46,636 - mmaction - INFO - Epoch [171][120/940] lr: 4.000e-03, eta: 1 day, 7:29:00, time: 1.232, data_time: 0.051, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8365, loss_cls: 1.5181, loss: 1.5181, grad_norm: 3.2028 2022-02-10 10:17:11,738 - mmaction - INFO - Epoch [171][140/940] lr: 4.000e-03, eta: 1 day, 7:28:30, time: 1.255, data_time: 0.054, memory: 9488, top1_acc: 0.6391, top5_acc: 0.8338, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.2678 2022-02-10 10:17:36,694 - mmaction - INFO - Epoch [171][160/940] lr: 4.000e-03, eta: 1 day, 7:27:59, time: 1.248, data_time: 0.055, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8336, loss_cls: 1.5528, loss: 1.5528, grad_norm: 3.3243 2022-02-10 10:18:01,823 - mmaction - INFO - Epoch [171][180/940] lr: 4.000e-03, eta: 1 day, 7:27:29, time: 1.256, data_time: 0.053, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8340, loss_cls: 1.5026, loss: 1.5026, grad_norm: 3.2464 2022-02-10 10:18:27,081 - mmaction - INFO - Epoch [171][200/940] lr: 4.000e-03, eta: 1 day, 7:26:59, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6365, top5_acc: 0.8178, loss_cls: 1.5823, loss: 1.5823, grad_norm: 3.2900 2022-02-10 10:18:52,154 - mmaction - INFO - Epoch [171][220/940] lr: 4.000e-03, eta: 1 day, 7:26:28, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5303, loss: 1.5303, grad_norm: 3.2317 2022-02-10 10:19:17,263 - mmaction - INFO - Epoch [171][240/940] lr: 4.000e-03, eta: 1 day, 7:25:58, time: 1.255, data_time: 0.055, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8307, loss_cls: 1.5445, loss: 1.5445, grad_norm: 3.2891 2022-02-10 10:19:42,560 - mmaction - INFO - Epoch [171][260/940] lr: 4.000e-03, eta: 1 day, 7:25:27, time: 1.265, data_time: 0.055, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8422, loss_cls: 1.4857, loss: 1.4857, grad_norm: 3.2383 2022-02-10 10:20:07,769 - mmaction - INFO - Epoch [171][280/940] lr: 4.000e-03, eta: 1 day, 7:24:57, time: 1.260, data_time: 0.058, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8252, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.2854 2022-02-10 10:20:33,020 - mmaction - INFO - Epoch [171][300/940] lr: 4.000e-03, eta: 1 day, 7:24:27, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8277, loss_cls: 1.5564, loss: 1.5564, grad_norm: 3.3647 2022-02-10 10:20:58,448 - mmaction - INFO - Epoch [171][320/940] lr: 4.000e-03, eta: 1 day, 7:23:57, time: 1.272, data_time: 0.066, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.5120, loss: 1.5120, grad_norm: 3.2879 2022-02-10 10:21:23,710 - mmaction - INFO - Epoch [171][340/940] lr: 4.000e-03, eta: 1 day, 7:23:27, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8342, loss_cls: 1.5159, loss: 1.5159, grad_norm: 3.2785 2022-02-10 10:21:48,788 - mmaction - INFO - Epoch [171][360/940] lr: 4.000e-03, eta: 1 day, 7:22:56, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5626, loss: 1.5626, grad_norm: 3.2887 2022-02-10 10:22:13,979 - mmaction - INFO - Epoch [171][380/940] lr: 4.000e-03, eta: 1 day, 7:22:26, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8246, loss_cls: 1.5596, loss: 1.5596, grad_norm: 3.2730 2022-02-10 10:22:39,011 - mmaction - INFO - Epoch [171][400/940] lr: 4.000e-03, eta: 1 day, 7:21:55, time: 1.252, data_time: 0.056, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8334, loss_cls: 1.5219, loss: 1.5219, grad_norm: 3.2770 2022-02-10 10:23:04,211 - mmaction - INFO - Epoch [171][420/940] lr: 4.000e-03, eta: 1 day, 7:21:25, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6244, top5_acc: 0.8229, loss_cls: 1.5678, loss: 1.5678, grad_norm: 3.3384 2022-02-10 10:23:29,228 - mmaction - INFO - Epoch [171][440/940] lr: 4.000e-03, eta: 1 day, 7:20:55, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8338, loss_cls: 1.5349, loss: 1.5349, grad_norm: 3.2882 2022-02-10 10:23:54,677 - mmaction - INFO - Epoch [171][460/940] lr: 4.000e-03, eta: 1 day, 7:20:25, time: 1.273, data_time: 0.068, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8170, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.2294 2022-02-10 10:24:19,927 - mmaction - INFO - Epoch [171][480/940] lr: 4.000e-03, eta: 1 day, 7:19:54, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8246, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.2869 2022-02-10 10:24:45,146 - mmaction - INFO - Epoch [171][500/940] lr: 4.000e-03, eta: 1 day, 7:19:24, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8217, loss_cls: 1.5817, loss: 1.5817, grad_norm: 3.2796 2022-02-10 10:25:09,949 - mmaction - INFO - Epoch [171][520/940] lr: 4.000e-03, eta: 1 day, 7:18:53, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8346, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.2070 2022-02-10 10:25:35,021 - mmaction - INFO - Epoch [171][540/940] lr: 4.000e-03, eta: 1 day, 7:18:23, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8387, loss_cls: 1.5017, loss: 1.5017, grad_norm: 3.2713 2022-02-10 10:26:00,129 - mmaction - INFO - Epoch [171][560/940] lr: 4.000e-03, eta: 1 day, 7:17:53, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8238, loss_cls: 1.5411, loss: 1.5411, grad_norm: 3.2173 2022-02-10 10:26:25,279 - mmaction - INFO - Epoch [171][580/940] lr: 4.000e-03, eta: 1 day, 7:17:22, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6268, top5_acc: 0.8266, loss_cls: 1.5695, loss: 1.5695, grad_norm: 3.3590 2022-02-10 10:26:50,519 - mmaction - INFO - Epoch [171][600/940] lr: 4.000e-03, eta: 1 day, 7:16:52, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8285, loss_cls: 1.5586, loss: 1.5586, grad_norm: 3.3130 2022-02-10 10:27:15,596 - mmaction - INFO - Epoch [171][620/940] lr: 4.000e-03, eta: 1 day, 7:16:22, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8379, loss_cls: 1.4928, loss: 1.4928, grad_norm: 3.2864 2022-02-10 10:27:40,500 - mmaction - INFO - Epoch [171][640/940] lr: 4.000e-03, eta: 1 day, 7:15:51, time: 1.245, data_time: 0.069, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8432, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.2925 2022-02-10 10:28:05,835 - mmaction - INFO - Epoch [171][660/940] lr: 4.000e-03, eta: 1 day, 7:15:21, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.6293, top5_acc: 0.8271, loss_cls: 1.5373, loss: 1.5373, grad_norm: 3.3258 2022-02-10 10:28:31,041 - mmaction - INFO - Epoch [171][680/940] lr: 4.000e-03, eta: 1 day, 7:14:51, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8373, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.2963 2022-02-10 10:28:56,188 - mmaction - INFO - Epoch [171][700/940] lr: 4.000e-03, eta: 1 day, 7:14:20, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8232, loss_cls: 1.5607, loss: 1.5607, grad_norm: 3.3322 2022-02-10 10:29:21,565 - mmaction - INFO - Epoch [171][720/940] lr: 4.000e-03, eta: 1 day, 7:13:50, time: 1.268, data_time: 0.071, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8229, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.3700 2022-02-10 10:29:46,998 - mmaction - INFO - Epoch [171][740/940] lr: 4.000e-03, eta: 1 day, 7:13:20, time: 1.272, data_time: 0.066, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8324, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.2710 2022-02-10 10:30:12,346 - mmaction - INFO - Epoch [171][760/940] lr: 4.000e-03, eta: 1 day, 7:12:50, time: 1.268, data_time: 0.069, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8326, loss_cls: 1.5410, loss: 1.5410, grad_norm: 3.2941 2022-02-10 10:30:37,650 - mmaction - INFO - Epoch [171][780/940] lr: 4.000e-03, eta: 1 day, 7:12:20, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6195, top5_acc: 0.8252, loss_cls: 1.5937, loss: 1.5937, grad_norm: 3.3709 2022-02-10 10:31:03,111 - mmaction - INFO - Epoch [171][800/940] lr: 4.000e-03, eta: 1 day, 7:11:50, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8371, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.2593 2022-02-10 10:31:28,319 - mmaction - INFO - Epoch [171][820/940] lr: 4.000e-03, eta: 1 day, 7:11:20, time: 1.260, data_time: 0.083, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8314, loss_cls: 1.5143, loss: 1.5143, grad_norm: 3.2025 2022-02-10 10:31:53,509 - mmaction - INFO - Epoch [171][840/940] lr: 4.000e-03, eta: 1 day, 7:10:49, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8383, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.3243 2022-02-10 10:32:18,766 - mmaction - INFO - Epoch [171][860/940] lr: 4.000e-03, eta: 1 day, 7:10:19, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8354, loss_cls: 1.4967, loss: 1.4967, grad_norm: 3.2362 2022-02-10 10:32:44,182 - mmaction - INFO - Epoch [171][880/940] lr: 4.000e-03, eta: 1 day, 7:09:49, time: 1.271, data_time: 0.074, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8313, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.3346 2022-02-10 10:33:09,474 - mmaction - INFO - Epoch [171][900/940] lr: 4.000e-03, eta: 1 day, 7:09:19, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8256, loss_cls: 1.5604, loss: 1.5604, grad_norm: 3.3081 2022-02-10 10:33:34,655 - mmaction - INFO - Epoch [171][920/940] lr: 4.000e-03, eta: 1 day, 7:08:48, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8289, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.2929 2022-02-10 10:33:58,437 - mmaction - INFO - Epoch [171][940/940] lr: 4.000e-03, eta: 1 day, 7:08:17, time: 1.189, data_time: 0.064, memory: 9488, top1_acc: 0.6282, top5_acc: 0.8208, loss_cls: 1.5755, loss: 1.5755, grad_norm: 3.3864 2022-02-10 10:37:47,664 - mmaction - INFO - Epoch [172][20/940] lr: 4.000e-03, eta: 1 day, 7:10:18, time: 11.161, data_time: 9.466, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.2967 2022-02-10 10:38:11,345 - mmaction - INFO - Epoch [172][40/940] lr: 4.000e-03, eta: 1 day, 7:09:47, time: 1.184, data_time: 0.049, memory: 9488, top1_acc: 0.6373, top5_acc: 0.8303, loss_cls: 1.5370, loss: 1.5370, grad_norm: 3.3217 2022-02-10 10:38:35,138 - mmaction - INFO - Epoch [172][60/940] lr: 4.000e-03, eta: 1 day, 7:09:16, time: 1.190, data_time: 0.043, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8285, loss_cls: 1.5315, loss: 1.5315, grad_norm: 3.2668 2022-02-10 10:38:59,096 - mmaction - INFO - Epoch [172][80/940] lr: 4.000e-03, eta: 1 day, 7:08:44, time: 1.198, data_time: 0.043, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8363, loss_cls: 1.4984, loss: 1.4984, grad_norm: 3.2792 2022-02-10 10:39:23,549 - mmaction - INFO - Epoch [172][100/940] lr: 4.000e-03, eta: 1 day, 7:08:13, time: 1.223, data_time: 0.045, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8379, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.3206 2022-02-10 10:39:48,455 - mmaction - INFO - Epoch [172][120/940] lr: 4.000e-03, eta: 1 day, 7:07:43, time: 1.245, data_time: 0.054, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8391, loss_cls: 1.4954, loss: 1.4954, grad_norm: 3.2595 2022-02-10 10:40:13,363 - mmaction - INFO - Epoch [172][140/940] lr: 4.000e-03, eta: 1 day, 7:07:12, time: 1.245, data_time: 0.059, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8369, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.3093 2022-02-10 10:40:40,397 - mmaction - INFO - Epoch [172][160/940] lr: 4.000e-03, eta: 1 day, 7:06:44, time: 1.352, data_time: 0.055, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8311, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.2950 2022-02-10 10:41:05,448 - mmaction - INFO - Epoch [172][180/940] lr: 4.000e-03, eta: 1 day, 7:06:13, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8369, loss_cls: 1.5107, loss: 1.5107, grad_norm: 3.3033 2022-02-10 10:41:30,463 - mmaction - INFO - Epoch [172][200/940] lr: 4.000e-03, eta: 1 day, 7:05:43, time: 1.251, data_time: 0.055, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8336, loss_cls: 1.5080, loss: 1.5080, grad_norm: 3.2727 2022-02-10 10:41:55,735 - mmaction - INFO - Epoch [172][220/940] lr: 4.000e-03, eta: 1 day, 7:05:12, time: 1.263, data_time: 0.057, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8395, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.3306 2022-02-10 10:42:21,013 - mmaction - INFO - Epoch [172][240/940] lr: 4.000e-03, eta: 1 day, 7:04:42, time: 1.264, data_time: 0.059, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8197, loss_cls: 1.5731, loss: 1.5731, grad_norm: 3.4171 2022-02-10 10:42:46,057 - mmaction - INFO - Epoch [172][260/940] lr: 4.000e-03, eta: 1 day, 7:04:12, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5264, loss: 1.5264, grad_norm: 3.3081 2022-02-10 10:43:11,403 - mmaction - INFO - Epoch [172][280/940] lr: 4.000e-03, eta: 1 day, 7:03:42, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8359, loss_cls: 1.5156, loss: 1.5156, grad_norm: 3.2993 2022-02-10 10:43:36,837 - mmaction - INFO - Epoch [172][300/940] lr: 4.000e-03, eta: 1 day, 7:03:12, time: 1.271, data_time: 0.077, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8346, loss_cls: 1.5031, loss: 1.5031, grad_norm: 3.3143 2022-02-10 10:44:02,104 - mmaction - INFO - Epoch [172][320/940] lr: 4.000e-03, eta: 1 day, 7:02:41, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8387, loss_cls: 1.4905, loss: 1.4905, grad_norm: 3.2665 2022-02-10 10:44:27,177 - mmaction - INFO - Epoch [172][340/940] lr: 4.000e-03, eta: 1 day, 7:02:11, time: 1.254, data_time: 0.078, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8326, loss_cls: 1.5258, loss: 1.5258, grad_norm: 3.3065 2022-02-10 10:44:52,423 - mmaction - INFO - Epoch [172][360/940] lr: 4.000e-03, eta: 1 day, 7:01:41, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8316, loss_cls: 1.5300, loss: 1.5300, grad_norm: 3.3529 2022-02-10 10:45:17,679 - mmaction - INFO - Epoch [172][380/940] lr: 4.000e-03, eta: 1 day, 7:01:10, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6320, top5_acc: 0.8303, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.3563 2022-02-10 10:45:42,918 - mmaction - INFO - Epoch [172][400/940] lr: 4.000e-03, eta: 1 day, 7:00:40, time: 1.263, data_time: 0.077, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8281, loss_cls: 1.5401, loss: 1.5401, grad_norm: 3.3108 2022-02-10 10:46:08,124 - mmaction - INFO - Epoch [172][420/940] lr: 4.000e-03, eta: 1 day, 7:00:10, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6262, top5_acc: 0.8268, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.3693 2022-02-10 10:46:33,645 - mmaction - INFO - Epoch [172][440/940] lr: 4.000e-03, eta: 1 day, 6:59:40, time: 1.276, data_time: 0.073, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8291, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.3498 2022-02-10 10:46:58,902 - mmaction - INFO - Epoch [172][460/940] lr: 4.000e-03, eta: 1 day, 6:59:10, time: 1.263, data_time: 0.080, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8248, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.2909 2022-02-10 10:47:24,424 - mmaction - INFO - Epoch [172][480/940] lr: 4.000e-03, eta: 1 day, 6:58:40, time: 1.276, data_time: 0.068, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8281, loss_cls: 1.5611, loss: 1.5611, grad_norm: 3.3723 2022-02-10 10:47:49,856 - mmaction - INFO - Epoch [172][500/940] lr: 4.000e-03, eta: 1 day, 6:58:10, time: 1.272, data_time: 0.073, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8268, loss_cls: 1.5487, loss: 1.5487, grad_norm: 3.3462 2022-02-10 10:48:14,647 - mmaction - INFO - Epoch [172][520/940] lr: 4.000e-03, eta: 1 day, 6:57:39, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8348, loss_cls: 1.4983, loss: 1.4983, grad_norm: 3.2855 2022-02-10 10:48:40,070 - mmaction - INFO - Epoch [172][540/940] lr: 4.000e-03, eta: 1 day, 6:57:09, time: 1.271, data_time: 0.076, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8293, loss_cls: 1.5375, loss: 1.5375, grad_norm: 3.3606 2022-02-10 10:49:05,415 - mmaction - INFO - Epoch [172][560/940] lr: 4.000e-03, eta: 1 day, 6:56:39, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6346, top5_acc: 0.8354, loss_cls: 1.5022, loss: 1.5022, grad_norm: 3.3111 2022-02-10 10:49:30,912 - mmaction - INFO - Epoch [172][580/940] lr: 4.000e-03, eta: 1 day, 6:56:09, time: 1.275, data_time: 0.071, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8307, loss_cls: 1.5410, loss: 1.5410, grad_norm: 3.3601 2022-02-10 10:49:56,020 - mmaction - INFO - Epoch [172][600/940] lr: 4.000e-03, eta: 1 day, 6:55:38, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8264, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.3574 2022-02-10 10:50:21,156 - mmaction - INFO - Epoch [172][620/940] lr: 4.000e-03, eta: 1 day, 6:55:08, time: 1.257, data_time: 0.080, memory: 9488, top1_acc: 0.6332, top5_acc: 0.8314, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.3691 2022-02-10 10:50:46,400 - mmaction - INFO - Epoch [172][640/940] lr: 4.000e-03, eta: 1 day, 6:54:38, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8303, loss_cls: 1.5227, loss: 1.5227, grad_norm: 3.3096 2022-02-10 10:51:11,794 - mmaction - INFO - Epoch [172][660/940] lr: 4.000e-03, eta: 1 day, 6:54:08, time: 1.270, data_time: 0.076, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8361, loss_cls: 1.5189, loss: 1.5189, grad_norm: 3.3378 2022-02-10 10:51:37,335 - mmaction - INFO - Epoch [172][680/940] lr: 4.000e-03, eta: 1 day, 6:53:38, time: 1.277, data_time: 0.073, memory: 9488, top1_acc: 0.6373, top5_acc: 0.8314, loss_cls: 1.5473, loss: 1.5473, grad_norm: 3.2689 2022-02-10 10:52:02,717 - mmaction - INFO - Epoch [172][700/940] lr: 4.000e-03, eta: 1 day, 6:53:08, time: 1.269, data_time: 0.074, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8262, loss_cls: 1.5596, loss: 1.5596, grad_norm: 3.3288 2022-02-10 10:52:28,232 - mmaction - INFO - Epoch [172][720/940] lr: 4.000e-03, eta: 1 day, 6:52:38, time: 1.275, data_time: 0.079, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8354, loss_cls: 1.5368, loss: 1.5368, grad_norm: 3.3383 2022-02-10 10:52:53,372 - mmaction - INFO - Epoch [172][740/940] lr: 4.000e-03, eta: 1 day, 6:52:07, time: 1.258, data_time: 0.084, memory: 9488, top1_acc: 0.6316, top5_acc: 0.8285, loss_cls: 1.5545, loss: 1.5545, grad_norm: 3.3454 2022-02-10 10:53:18,839 - mmaction - INFO - Epoch [172][760/940] lr: 4.000e-03, eta: 1 day, 6:51:37, time: 1.272, data_time: 0.073, memory: 9488, top1_acc: 0.6346, top5_acc: 0.8316, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.3544 2022-02-10 10:53:44,210 - mmaction - INFO - Epoch [172][780/940] lr: 4.000e-03, eta: 1 day, 6:51:07, time: 1.268, data_time: 0.084, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8355, loss_cls: 1.5148, loss: 1.5148, grad_norm: 3.3358 2022-02-10 10:54:09,714 - mmaction - INFO - Epoch [172][800/940] lr: 4.000e-03, eta: 1 day, 6:50:37, time: 1.276, data_time: 0.082, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8268, loss_cls: 1.5652, loss: 1.5652, grad_norm: 3.3704 2022-02-10 10:54:35,136 - mmaction - INFO - Epoch [172][820/940] lr: 4.000e-03, eta: 1 day, 6:50:07, time: 1.271, data_time: 0.078, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8299, loss_cls: 1.5516, loss: 1.5516, grad_norm: 3.3702 2022-02-10 10:55:00,411 - mmaction - INFO - Epoch [172][840/940] lr: 4.000e-03, eta: 1 day, 6:49:37, time: 1.264, data_time: 0.082, memory: 9488, top1_acc: 0.6287, top5_acc: 0.8305, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.3420 2022-02-10 10:55:25,715 - mmaction - INFO - Epoch [172][860/940] lr: 4.000e-03, eta: 1 day, 6:49:07, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8287, loss_cls: 1.5269, loss: 1.5269, grad_norm: 3.3244 2022-02-10 10:55:51,184 - mmaction - INFO - Epoch [172][880/940] lr: 4.000e-03, eta: 1 day, 6:48:37, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.6275, top5_acc: 0.8270, loss_cls: 1.5448, loss: 1.5448, grad_norm: 3.3483 2022-02-10 10:56:16,595 - mmaction - INFO - Epoch [172][900/940] lr: 4.000e-03, eta: 1 day, 6:48:07, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6408, top5_acc: 0.8309, loss_cls: 1.5283, loss: 1.5283, grad_norm: 3.3674 2022-02-10 10:56:41,894 - mmaction - INFO - Epoch [172][920/940] lr: 4.000e-03, eta: 1 day, 6:47:36, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8334, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.2964 2022-02-10 10:57:05,764 - mmaction - INFO - Epoch [172][940/940] lr: 4.000e-03, eta: 1 day, 6:47:05, time: 1.194, data_time: 0.062, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8267, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.3556 2022-02-10 11:00:41,807 - mmaction - INFO - Epoch [173][20/940] lr: 4.000e-03, eta: 1 day, 6:48:52, time: 10.365, data_time: 8.454, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8307, loss_cls: 1.5115, loss: 1.5115, grad_norm: 3.3018 2022-02-10 11:01:05,132 - mmaction - INFO - Epoch [173][40/940] lr: 4.000e-03, eta: 1 day, 6:48:20, time: 1.167, data_time: 0.042, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8283, loss_cls: 1.5523, loss: 1.5523, grad_norm: 3.3393 2022-02-10 11:01:28,815 - mmaction - INFO - Epoch [173][60/940] lr: 4.000e-03, eta: 1 day, 6:47:48, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8320, loss_cls: 1.5004, loss: 1.5004, grad_norm: 3.3030 2022-02-10 11:01:52,752 - mmaction - INFO - Epoch [173][80/940] lr: 4.000e-03, eta: 1 day, 6:47:17, time: 1.197, data_time: 0.046, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8211, loss_cls: 1.5520, loss: 1.5520, grad_norm: 3.3668 2022-02-10 11:02:16,990 - mmaction - INFO - Epoch [173][100/940] lr: 4.000e-03, eta: 1 day, 6:46:46, time: 1.213, data_time: 0.054, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8346, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.2940 2022-02-10 11:02:41,419 - mmaction - INFO - Epoch [173][120/940] lr: 4.000e-03, eta: 1 day, 6:46:15, time: 1.221, data_time: 0.054, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8297, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.3199 2022-02-10 11:03:05,865 - mmaction - INFO - Epoch [173][140/940] lr: 4.000e-03, eta: 1 day, 6:45:45, time: 1.222, data_time: 0.059, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8342, loss_cls: 1.5092, loss: 1.5092, grad_norm: 3.3736 2022-02-10 11:03:30,511 - mmaction - INFO - Epoch [173][160/940] lr: 4.000e-03, eta: 1 day, 6:45:14, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8346, loss_cls: 1.5096, loss: 1.5096, grad_norm: 3.3731 2022-02-10 11:03:55,263 - mmaction - INFO - Epoch [173][180/940] lr: 4.000e-03, eta: 1 day, 6:44:43, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8307, loss_cls: 1.5313, loss: 1.5313, grad_norm: 3.3108 2022-02-10 11:04:20,185 - mmaction - INFO - Epoch [173][200/940] lr: 4.000e-03, eta: 1 day, 6:44:13, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8396, loss_cls: 1.4859, loss: 1.4859, grad_norm: 3.3811 2022-02-10 11:04:44,912 - mmaction - INFO - Epoch [173][220/940] lr: 4.000e-03, eta: 1 day, 6:43:42, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8414, loss_cls: 1.4934, loss: 1.4934, grad_norm: 3.3498 2022-02-10 11:05:09,890 - mmaction - INFO - Epoch [173][240/940] lr: 4.000e-03, eta: 1 day, 6:43:12, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8318, loss_cls: 1.5415, loss: 1.5415, grad_norm: 3.3207 2022-02-10 11:05:34,677 - mmaction - INFO - Epoch [173][260/940] lr: 4.000e-03, eta: 1 day, 6:42:41, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8311, loss_cls: 1.5219, loss: 1.5219, grad_norm: 3.3213 2022-02-10 11:06:00,011 - mmaction - INFO - Epoch [173][280/940] lr: 4.000e-03, eta: 1 day, 6:42:11, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8354, loss_cls: 1.5324, loss: 1.5324, grad_norm: 3.3174 2022-02-10 11:06:25,204 - mmaction - INFO - Epoch [173][300/940] lr: 4.000e-03, eta: 1 day, 6:41:41, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5431, loss: 1.5431, grad_norm: 3.3439 2022-02-10 11:06:50,440 - mmaction - INFO - Epoch [173][320/940] lr: 4.000e-03, eta: 1 day, 6:41:11, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8293, loss_cls: 1.5407, loss: 1.5407, grad_norm: 3.3472 2022-02-10 11:07:15,752 - mmaction - INFO - Epoch [173][340/940] lr: 4.000e-03, eta: 1 day, 6:40:40, time: 1.266, data_time: 0.061, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8373, loss_cls: 1.5083, loss: 1.5083, grad_norm: 3.3235 2022-02-10 11:07:40,962 - mmaction - INFO - Epoch [173][360/940] lr: 4.000e-03, eta: 1 day, 6:40:10, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8318, loss_cls: 1.5232, loss: 1.5232, grad_norm: 3.3462 2022-02-10 11:08:06,420 - mmaction - INFO - Epoch [173][380/940] lr: 4.000e-03, eta: 1 day, 6:39:40, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6502, top5_acc: 0.8330, loss_cls: 1.4852, loss: 1.4852, grad_norm: 3.3305 2022-02-10 11:08:31,612 - mmaction - INFO - Epoch [173][400/940] lr: 4.000e-03, eta: 1 day, 6:39:10, time: 1.260, data_time: 0.059, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8334, loss_cls: 1.5199, loss: 1.5199, grad_norm: 3.2961 2022-02-10 11:08:57,033 - mmaction - INFO - Epoch [173][420/940] lr: 4.000e-03, eta: 1 day, 6:38:40, time: 1.270, data_time: 0.069, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8260, loss_cls: 1.5640, loss: 1.5640, grad_norm: 3.4082 2022-02-10 11:09:22,297 - mmaction - INFO - Epoch [173][440/940] lr: 4.000e-03, eta: 1 day, 6:38:10, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8307, loss_cls: 1.5227, loss: 1.5227, grad_norm: 3.3406 2022-02-10 11:09:47,608 - mmaction - INFO - Epoch [173][460/940] lr: 4.000e-03, eta: 1 day, 6:37:39, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8395, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.3520 2022-02-10 11:10:12,899 - mmaction - INFO - Epoch [173][480/940] lr: 4.000e-03, eta: 1 day, 6:37:09, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8260, loss_cls: 1.5575, loss: 1.5575, grad_norm: 3.3616 2022-02-10 11:10:38,202 - mmaction - INFO - Epoch [173][500/940] lr: 4.000e-03, eta: 1 day, 6:36:39, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8307, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.3712 2022-02-10 11:11:03,455 - mmaction - INFO - Epoch [173][520/940] lr: 4.000e-03, eta: 1 day, 6:36:09, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5434, loss: 1.5434, grad_norm: 3.3938 2022-02-10 11:11:28,969 - mmaction - INFO - Epoch [173][540/940] lr: 4.000e-03, eta: 1 day, 6:35:39, time: 1.276, data_time: 0.078, memory: 9488, top1_acc: 0.6291, top5_acc: 0.8213, loss_cls: 1.5810, loss: 1.5810, grad_norm: 3.4352 2022-02-10 11:11:54,299 - mmaction - INFO - Epoch [173][560/940] lr: 4.000e-03, eta: 1 day, 6:35:09, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4894, loss: 1.4894, grad_norm: 3.3196 2022-02-10 11:12:19,482 - mmaction - INFO - Epoch [173][580/940] lr: 4.000e-03, eta: 1 day, 6:34:38, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5105, loss: 1.5105, grad_norm: 3.3486 2022-02-10 11:12:44,638 - mmaction - INFO - Epoch [173][600/940] lr: 4.000e-03, eta: 1 day, 6:34:08, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8365, loss_cls: 1.5002, loss: 1.5002, grad_norm: 3.2868 2022-02-10 11:13:09,918 - mmaction - INFO - Epoch [173][620/940] lr: 4.000e-03, eta: 1 day, 6:33:38, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8326, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.3725 2022-02-10 11:13:35,148 - mmaction - INFO - Epoch [173][640/940] lr: 4.000e-03, eta: 1 day, 6:33:08, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.6357, top5_acc: 0.8363, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.3306 2022-02-10 11:14:00,269 - mmaction - INFO - Epoch [173][660/940] lr: 4.000e-03, eta: 1 day, 6:32:38, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8420, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.3376 2022-02-10 11:14:25,077 - mmaction - INFO - Epoch [173][680/940] lr: 4.000e-03, eta: 1 day, 6:32:07, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.4192 2022-02-10 11:14:50,408 - mmaction - INFO - Epoch [173][700/940] lr: 4.000e-03, eta: 1 day, 6:31:37, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8357, loss_cls: 1.5179, loss: 1.5179, grad_norm: 3.4132 2022-02-10 11:15:15,570 - mmaction - INFO - Epoch [173][720/940] lr: 4.000e-03, eta: 1 day, 6:31:07, time: 1.258, data_time: 0.087, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8346, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.3393 2022-02-10 11:15:40,804 - mmaction - INFO - Epoch [173][740/940] lr: 4.000e-03, eta: 1 day, 6:30:37, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8299, loss_cls: 1.5531, loss: 1.5531, grad_norm: 3.4279 2022-02-10 11:16:05,843 - mmaction - INFO - Epoch [173][760/940] lr: 4.000e-03, eta: 1 day, 6:30:06, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8334, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.3249 2022-02-10 11:16:30,996 - mmaction - INFO - Epoch [173][780/940] lr: 4.000e-03, eta: 1 day, 6:29:36, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5685, loss: 1.5685, grad_norm: 3.3921 2022-02-10 11:16:56,356 - mmaction - INFO - Epoch [173][800/940] lr: 4.000e-03, eta: 1 day, 6:29:06, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8383, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.3628 2022-02-10 11:17:21,599 - mmaction - INFO - Epoch [173][820/940] lr: 4.000e-03, eta: 1 day, 6:28:36, time: 1.262, data_time: 0.080, memory: 9488, top1_acc: 0.6258, top5_acc: 0.8268, loss_cls: 1.5447, loss: 1.5447, grad_norm: 3.4116 2022-02-10 11:17:46,893 - mmaction - INFO - Epoch [173][840/940] lr: 4.000e-03, eta: 1 day, 6:28:06, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8338, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.3120 2022-02-10 11:18:11,841 - mmaction - INFO - Epoch [173][860/940] lr: 4.000e-03, eta: 1 day, 6:27:35, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8324, loss_cls: 1.5129, loss: 1.5129, grad_norm: 3.3633 2022-02-10 11:18:37,042 - mmaction - INFO - Epoch [173][880/940] lr: 4.000e-03, eta: 1 day, 6:27:05, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8363, loss_cls: 1.4952, loss: 1.4952, grad_norm: 3.3665 2022-02-10 11:19:02,351 - mmaction - INFO - Epoch [173][900/940] lr: 4.000e-03, eta: 1 day, 6:26:35, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6240, top5_acc: 0.8221, loss_cls: 1.5783, loss: 1.5783, grad_norm: 3.4670 2022-02-10 11:19:27,614 - mmaction - INFO - Epoch [173][920/940] lr: 4.000e-03, eta: 1 day, 6:26:05, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8254, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.4125 2022-02-10 11:19:51,160 - mmaction - INFO - Epoch [173][940/940] lr: 4.000e-03, eta: 1 day, 6:25:33, time: 1.178, data_time: 0.067, memory: 9488, top1_acc: 0.6394, top5_acc: 0.8324, loss_cls: 1.5193, loss: 1.5193, grad_norm: 3.3238 2022-02-10 11:23:20,529 - mmaction - INFO - Epoch [174][20/940] lr: 4.000e-03, eta: 1 day, 6:27:13, time: 10.084, data_time: 7.922, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8346, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.3168 2022-02-10 11:23:44,051 - mmaction - INFO - Epoch [174][40/940] lr: 4.000e-03, eta: 1 day, 6:26:41, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.6238, top5_acc: 0.8338, loss_cls: 1.5626, loss: 1.5626, grad_norm: 3.3867 2022-02-10 11:24:07,805 - mmaction - INFO - Epoch [174][60/940] lr: 4.000e-03, eta: 1 day, 6:26:10, time: 1.188, data_time: 0.049, memory: 9488, top1_acc: 0.6264, top5_acc: 0.8217, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.4007 2022-02-10 11:24:31,700 - mmaction - INFO - Epoch [174][80/940] lr: 4.000e-03, eta: 1 day, 6:25:39, time: 1.195, data_time: 0.049, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5084, loss: 1.5084, grad_norm: 3.4059 2022-02-10 11:24:56,222 - mmaction - INFO - Epoch [174][100/940] lr: 4.000e-03, eta: 1 day, 6:25:08, time: 1.227, data_time: 0.048, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8371, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.3528 2022-02-10 11:25:21,228 - mmaction - INFO - Epoch [174][120/940] lr: 4.000e-03, eta: 1 day, 6:24:38, time: 1.250, data_time: 0.055, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8336, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.3234 2022-02-10 11:25:46,106 - mmaction - INFO - Epoch [174][140/940] lr: 4.000e-03, eta: 1 day, 6:24:07, time: 1.245, data_time: 0.055, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8309, loss_cls: 1.5117, loss: 1.5117, grad_norm: 3.3747 2022-02-10 11:26:11,191 - mmaction - INFO - Epoch [174][160/940] lr: 4.000e-03, eta: 1 day, 6:23:37, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5116, loss: 1.5116, grad_norm: 3.3403 2022-02-10 11:26:36,259 - mmaction - INFO - Epoch [174][180/940] lr: 4.000e-03, eta: 1 day, 6:23:06, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8381, loss_cls: 1.4881, loss: 1.4881, grad_norm: 3.3574 2022-02-10 11:27:01,364 - mmaction - INFO - Epoch [174][200/940] lr: 4.000e-03, eta: 1 day, 6:22:36, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.3875 2022-02-10 11:27:26,482 - mmaction - INFO - Epoch [174][220/940] lr: 4.000e-03, eta: 1 day, 6:22:06, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8340, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.3502 2022-02-10 11:27:51,679 - mmaction - INFO - Epoch [174][240/940] lr: 4.000e-03, eta: 1 day, 6:21:36, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8383, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.3139 2022-02-10 11:28:16,696 - mmaction - INFO - Epoch [174][260/940] lr: 4.000e-03, eta: 1 day, 6:21:05, time: 1.251, data_time: 0.056, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8303, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.4234 2022-02-10 11:28:41,880 - mmaction - INFO - Epoch [174][280/940] lr: 4.000e-03, eta: 1 day, 6:20:35, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8293, loss_cls: 1.5393, loss: 1.5393, grad_norm: 3.3436 2022-02-10 11:29:07,004 - mmaction - INFO - Epoch [174][300/940] lr: 4.000e-03, eta: 1 day, 6:20:05, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8365, loss_cls: 1.4924, loss: 1.4924, grad_norm: 3.3815 2022-02-10 11:29:32,128 - mmaction - INFO - Epoch [174][320/940] lr: 4.000e-03, eta: 1 day, 6:19:35, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8377, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.4322 2022-02-10 11:29:57,375 - mmaction - INFO - Epoch [174][340/940] lr: 4.000e-03, eta: 1 day, 6:19:04, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8295, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.4122 2022-02-10 11:30:22,690 - mmaction - INFO - Epoch [174][360/940] lr: 4.000e-03, eta: 1 day, 6:18:34, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6336, top5_acc: 0.8270, loss_cls: 1.5396, loss: 1.5396, grad_norm: 3.4242 2022-02-10 11:30:47,891 - mmaction - INFO - Epoch [174][380/940] lr: 4.000e-03, eta: 1 day, 6:18:04, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8281, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.4129 2022-02-10 11:31:13,200 - mmaction - INFO - Epoch [174][400/940] lr: 4.000e-03, eta: 1 day, 6:17:34, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8354, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.3848 2022-02-10 11:31:38,381 - mmaction - INFO - Epoch [174][420/940] lr: 4.000e-03, eta: 1 day, 6:17:04, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8369, loss_cls: 1.5071, loss: 1.5071, grad_norm: 3.3428 2022-02-10 11:32:03,705 - mmaction - INFO - Epoch [174][440/940] lr: 4.000e-03, eta: 1 day, 6:16:34, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8271, loss_cls: 1.5738, loss: 1.5738, grad_norm: 3.4476 2022-02-10 11:32:28,995 - mmaction - INFO - Epoch [174][460/940] lr: 4.000e-03, eta: 1 day, 6:16:03, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8379, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.3811 2022-02-10 11:32:54,343 - mmaction - INFO - Epoch [174][480/940] lr: 4.000e-03, eta: 1 day, 6:15:33, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8361, loss_cls: 1.4884, loss: 1.4884, grad_norm: 3.3664 2022-02-10 11:33:19,419 - mmaction - INFO - Epoch [174][500/940] lr: 4.000e-03, eta: 1 day, 6:15:03, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8311, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.4198 2022-02-10 11:33:45,453 - mmaction - INFO - Epoch [174][520/940] lr: 4.000e-03, eta: 1 day, 6:14:33, time: 1.302, data_time: 0.069, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8244, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.3845 2022-02-10 11:34:10,708 - mmaction - INFO - Epoch [174][540/940] lr: 4.000e-03, eta: 1 day, 6:14:03, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8402, loss_cls: 1.4890, loss: 1.4890, grad_norm: 3.4140 2022-02-10 11:34:35,939 - mmaction - INFO - Epoch [174][560/940] lr: 4.000e-03, eta: 1 day, 6:13:33, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8260, loss_cls: 1.5569, loss: 1.5569, grad_norm: 3.3840 2022-02-10 11:35:00,979 - mmaction - INFO - Epoch [174][580/940] lr: 4.000e-03, eta: 1 day, 6:13:03, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8338, loss_cls: 1.5314, loss: 1.5314, grad_norm: 3.4065 2022-02-10 11:35:26,231 - mmaction - INFO - Epoch [174][600/940] lr: 4.000e-03, eta: 1 day, 6:12:33, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8271, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.4639 2022-02-10 11:35:51,552 - mmaction - INFO - Epoch [174][620/940] lr: 4.000e-03, eta: 1 day, 6:12:02, time: 1.267, data_time: 0.067, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8287, loss_cls: 1.5271, loss: 1.5271, grad_norm: 3.3458 2022-02-10 11:36:16,858 - mmaction - INFO - Epoch [174][640/940] lr: 4.000e-03, eta: 1 day, 6:11:32, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5535, loss: 1.5535, grad_norm: 3.4323 2022-02-10 11:36:42,182 - mmaction - INFO - Epoch [174][660/940] lr: 4.000e-03, eta: 1 day, 6:11:02, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8322, loss_cls: 1.5351, loss: 1.5351, grad_norm: 3.4243 2022-02-10 11:37:07,392 - mmaction - INFO - Epoch [174][680/940] lr: 4.000e-03, eta: 1 day, 6:10:32, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8344, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.3736 2022-02-10 11:37:32,783 - mmaction - INFO - Epoch [174][700/940] lr: 4.000e-03, eta: 1 day, 6:10:02, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.3874 2022-02-10 11:37:57,943 - mmaction - INFO - Epoch [174][720/940] lr: 4.000e-03, eta: 1 day, 6:09:32, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8357, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.3896 2022-02-10 11:38:23,256 - mmaction - INFO - Epoch [174][740/940] lr: 4.000e-03, eta: 1 day, 6:09:02, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6301, top5_acc: 0.8215, loss_cls: 1.5878, loss: 1.5878, grad_norm: 3.3763 2022-02-10 11:38:48,814 - mmaction - INFO - Epoch [174][760/940] lr: 4.000e-03, eta: 1 day, 6:08:32, time: 1.278, data_time: 0.079, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8305, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.3726 2022-02-10 11:39:14,235 - mmaction - INFO - Epoch [174][780/940] lr: 4.000e-03, eta: 1 day, 6:08:02, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5579, loss: 1.5579, grad_norm: 3.4239 2022-02-10 11:39:39,494 - mmaction - INFO - Epoch [174][800/940] lr: 4.000e-03, eta: 1 day, 6:07:32, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8258, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.3918 2022-02-10 11:40:04,520 - mmaction - INFO - Epoch [174][820/940] lr: 4.000e-03, eta: 1 day, 6:07:01, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8299, loss_cls: 1.5564, loss: 1.5564, grad_norm: 3.4122 2022-02-10 11:40:29,800 - mmaction - INFO - Epoch [174][840/940] lr: 4.000e-03, eta: 1 day, 6:06:31, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8387, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.4346 2022-02-10 11:40:55,024 - mmaction - INFO - Epoch [174][860/940] lr: 4.000e-03, eta: 1 day, 6:06:01, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6391, top5_acc: 0.8271, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.4499 2022-02-10 11:41:20,359 - mmaction - INFO - Epoch [174][880/940] lr: 4.000e-03, eta: 1 day, 6:05:31, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8309, loss_cls: 1.5216, loss: 1.5216, grad_norm: 3.3966 2022-02-10 11:41:45,595 - mmaction - INFO - Epoch [174][900/940] lr: 4.000e-03, eta: 1 day, 6:05:01, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8281, loss_cls: 1.5284, loss: 1.5284, grad_norm: 3.4058 2022-02-10 11:42:10,668 - mmaction - INFO - Epoch [174][920/940] lr: 4.000e-03, eta: 1 day, 6:04:31, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8311, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.4423 2022-02-10 11:42:34,756 - mmaction - INFO - Epoch [174][940/940] lr: 4.000e-03, eta: 1 day, 6:04:00, time: 1.204, data_time: 0.062, memory: 9488, top1_acc: 0.6339, top5_acc: 0.8332, loss_cls: 1.5241, loss: 1.5241, grad_norm: 3.5040 2022-02-10 11:45:35,985 - mmaction - INFO - Epoch [175][20/940] lr: 4.000e-03, eta: 1 day, 6:05:18, time: 8.787, data_time: 7.631, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8316, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.4322 2022-02-10 11:45:59,660 - mmaction - INFO - Epoch [175][40/940] lr: 4.000e-03, eta: 1 day, 6:04:46, time: 1.184, data_time: 0.050, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8246, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.4129 2022-02-10 11:46:23,516 - mmaction - INFO - Epoch [175][60/940] lr: 4.000e-03, eta: 1 day, 6:04:15, time: 1.192, data_time: 0.047, memory: 9488, top1_acc: 0.6270, top5_acc: 0.8238, loss_cls: 1.5683, loss: 1.5683, grad_norm: 3.4669 2022-02-10 11:46:47,843 - mmaction - INFO - Epoch [175][80/940] lr: 4.000e-03, eta: 1 day, 6:03:44, time: 1.216, data_time: 0.048, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.4573 2022-02-10 11:47:12,257 - mmaction - INFO - Epoch [175][100/940] lr: 4.000e-03, eta: 1 day, 6:03:14, time: 1.221, data_time: 0.054, memory: 9488, top1_acc: 0.6504, top5_acc: 0.8383, loss_cls: 1.4973, loss: 1.4973, grad_norm: 3.3847 2022-02-10 11:47:37,107 - mmaction - INFO - Epoch [175][120/940] lr: 4.000e-03, eta: 1 day, 6:02:43, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8316, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.4233 2022-02-10 11:48:02,061 - mmaction - INFO - Epoch [175][140/940] lr: 4.000e-03, eta: 1 day, 6:02:13, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6314, top5_acc: 0.8215, loss_cls: 1.5599, loss: 1.5599, grad_norm: 3.4426 2022-02-10 11:48:27,317 - mmaction - INFO - Epoch [175][160/940] lr: 4.000e-03, eta: 1 day, 6:01:43, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.6246, top5_acc: 0.8307, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.4534 2022-02-10 11:48:52,253 - mmaction - INFO - Epoch [175][180/940] lr: 4.000e-03, eta: 1 day, 6:01:12, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8320, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.4550 2022-02-10 11:49:17,392 - mmaction - INFO - Epoch [175][200/940] lr: 4.000e-03, eta: 1 day, 6:00:42, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8330, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.4188 2022-02-10 11:49:42,453 - mmaction - INFO - Epoch [175][220/940] lr: 4.000e-03, eta: 1 day, 6:00:12, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8350, loss_cls: 1.5116, loss: 1.5116, grad_norm: 3.4441 2022-02-10 11:50:07,816 - mmaction - INFO - Epoch [175][240/940] lr: 4.000e-03, eta: 1 day, 5:59:42, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6342, top5_acc: 0.8293, loss_cls: 1.5479, loss: 1.5479, grad_norm: 3.4075 2022-02-10 11:50:32,824 - mmaction - INFO - Epoch [175][260/940] lr: 4.000e-03, eta: 1 day, 5:59:11, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8299, loss_cls: 1.5441, loss: 1.5441, grad_norm: 3.4186 2022-02-10 11:50:58,181 - mmaction - INFO - Epoch [175][280/940] lr: 4.000e-03, eta: 1 day, 5:58:41, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8322, loss_cls: 1.4868, loss: 1.4868, grad_norm: 3.4214 2022-02-10 11:51:23,578 - mmaction - INFO - Epoch [175][300/940] lr: 4.000e-03, eta: 1 day, 5:58:11, time: 1.270, data_time: 0.064, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8363, loss_cls: 1.5056, loss: 1.5056, grad_norm: 3.4218 2022-02-10 11:51:48,974 - mmaction - INFO - Epoch [175][320/940] lr: 4.000e-03, eta: 1 day, 5:57:41, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8404, loss_cls: 1.4922, loss: 1.4922, grad_norm: 3.4492 2022-02-10 11:52:14,185 - mmaction - INFO - Epoch [175][340/940] lr: 4.000e-03, eta: 1 day, 5:57:11, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8352, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.3987 2022-02-10 11:52:39,528 - mmaction - INFO - Epoch [175][360/940] lr: 4.000e-03, eta: 1 day, 5:56:41, time: 1.267, data_time: 0.077, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8287, loss_cls: 1.5235, loss: 1.5235, grad_norm: 3.4401 2022-02-10 11:53:04,593 - mmaction - INFO - Epoch [175][380/940] lr: 4.000e-03, eta: 1 day, 5:56:11, time: 1.253, data_time: 0.059, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8340, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.4158 2022-02-10 11:53:29,395 - mmaction - INFO - Epoch [175][400/940] lr: 4.000e-03, eta: 1 day, 5:55:40, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8428, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.4086 2022-02-10 11:53:54,847 - mmaction - INFO - Epoch [175][420/940] lr: 4.000e-03, eta: 1 day, 5:55:10, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8389, loss_cls: 1.5046, loss: 1.5046, grad_norm: 3.4101 2022-02-10 11:54:20,288 - mmaction - INFO - Epoch [175][440/940] lr: 4.000e-03, eta: 1 day, 5:54:40, time: 1.272, data_time: 0.070, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8373, loss_cls: 1.4764, loss: 1.4764, grad_norm: 3.3715 2022-02-10 11:54:45,601 - mmaction - INFO - Epoch [175][460/940] lr: 4.000e-03, eta: 1 day, 5:54:10, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8301, loss_cls: 1.5305, loss: 1.5305, grad_norm: 3.4555 2022-02-10 11:55:10,892 - mmaction - INFO - Epoch [175][480/940] lr: 4.000e-03, eta: 1 day, 5:53:40, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8264, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.4738 2022-02-10 11:55:36,354 - mmaction - INFO - Epoch [175][500/940] lr: 4.000e-03, eta: 1 day, 5:53:10, time: 1.273, data_time: 0.071, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8297, loss_cls: 1.5236, loss: 1.5236, grad_norm: 3.4707 2022-02-10 11:56:01,603 - mmaction - INFO - Epoch [175][520/940] lr: 4.000e-03, eta: 1 day, 5:52:40, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8254, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.4697 2022-02-10 11:56:27,154 - mmaction - INFO - Epoch [175][540/940] lr: 4.000e-03, eta: 1 day, 5:52:10, time: 1.278, data_time: 0.072, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8332, loss_cls: 1.5194, loss: 1.5194, grad_norm: 3.4643 2022-02-10 11:56:52,310 - mmaction - INFO - Epoch [175][560/940] lr: 4.000e-03, eta: 1 day, 5:51:40, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8346, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.4447 2022-02-10 11:57:17,602 - mmaction - INFO - Epoch [175][580/940] lr: 4.000e-03, eta: 1 day, 5:51:10, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6326, top5_acc: 0.8303, loss_cls: 1.5218, loss: 1.5218, grad_norm: 3.4015 2022-02-10 11:57:43,098 - mmaction - INFO - Epoch [175][600/940] lr: 4.000e-03, eta: 1 day, 5:50:40, time: 1.275, data_time: 0.075, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8252, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.4694 2022-02-10 11:58:08,285 - mmaction - INFO - Epoch [175][620/940] lr: 4.000e-03, eta: 1 day, 5:50:10, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8283, loss_cls: 1.5445, loss: 1.5445, grad_norm: 3.4519 2022-02-10 11:58:33,509 - mmaction - INFO - Epoch [175][640/940] lr: 4.000e-03, eta: 1 day, 5:49:40, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8291, loss_cls: 1.5422, loss: 1.5422, grad_norm: 3.4408 2022-02-10 11:58:58,490 - mmaction - INFO - Epoch [175][660/940] lr: 4.000e-03, eta: 1 day, 5:49:09, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8381, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.3790 2022-02-10 11:59:23,757 - mmaction - INFO - Epoch [175][680/940] lr: 4.000e-03, eta: 1 day, 5:48:39, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8324, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.4230 2022-02-10 11:59:49,212 - mmaction - INFO - Epoch [175][700/940] lr: 4.000e-03, eta: 1 day, 5:48:09, time: 1.273, data_time: 0.065, memory: 9488, top1_acc: 0.6273, top5_acc: 0.8256, loss_cls: 1.5767, loss: 1.5767, grad_norm: 3.4975 2022-02-10 12:00:14,710 - mmaction - INFO - Epoch [175][720/940] lr: 4.000e-03, eta: 1 day, 5:47:39, time: 1.275, data_time: 0.068, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8365, loss_cls: 1.4993, loss: 1.4993, grad_norm: 3.3769 2022-02-10 12:00:40,079 - mmaction - INFO - Epoch [175][740/940] lr: 4.000e-03, eta: 1 day, 5:47:09, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8342, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.4343 2022-02-10 12:01:05,544 - mmaction - INFO - Epoch [175][760/940] lr: 4.000e-03, eta: 1 day, 5:46:39, time: 1.273, data_time: 0.066, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.4181 2022-02-10 12:01:30,646 - mmaction - INFO - Epoch [175][780/940] lr: 4.000e-03, eta: 1 day, 5:46:09, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8350, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.4533 2022-02-10 12:01:55,943 - mmaction - INFO - Epoch [175][800/940] lr: 4.000e-03, eta: 1 day, 5:45:39, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.6338, top5_acc: 0.8264, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.4536 2022-02-10 12:02:20,998 - mmaction - INFO - Epoch [175][820/940] lr: 4.000e-03, eta: 1 day, 5:45:09, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8385, loss_cls: 1.4928, loss: 1.4928, grad_norm: 3.3858 2022-02-10 12:02:46,124 - mmaction - INFO - Epoch [175][840/940] lr: 4.000e-03, eta: 1 day, 5:44:39, time: 1.256, data_time: 0.054, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8346, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.3792 2022-02-10 12:03:11,199 - mmaction - INFO - Epoch [175][860/940] lr: 4.000e-03, eta: 1 day, 5:44:08, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.4255 2022-02-10 12:03:36,345 - mmaction - INFO - Epoch [175][880/940] lr: 4.000e-03, eta: 1 day, 5:43:38, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6297, top5_acc: 0.8287, loss_cls: 1.5438, loss: 1.5438, grad_norm: 3.3953 2022-02-10 12:04:01,589 - mmaction - INFO - Epoch [175][900/940] lr: 4.000e-03, eta: 1 day, 5:43:08, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8377, loss_cls: 1.5070, loss: 1.5070, grad_norm: 3.4757 2022-02-10 12:04:26,954 - mmaction - INFO - Epoch [175][920/940] lr: 4.000e-03, eta: 1 day, 5:42:38, time: 1.268, data_time: 0.060, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5434, loss: 1.5434, grad_norm: 3.4220 2022-02-10 12:04:50,758 - mmaction - INFO - Epoch [175][940/940] lr: 4.000e-03, eta: 1 day, 5:42:07, time: 1.191, data_time: 0.058, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8297, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.5014 2022-02-10 12:05:07,565 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 12:05:07,572 - mmaction - INFO - 110 BN found 2022-02-10 12:10:15,954 - mmaction - INFO - BN stats updated 2022-02-10 12:10:17,957 - mmaction - INFO - Saving checkpoint at 175 epochs 2022-02-10 12:15:19,310 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 12:15:20,075 - mmaction - INFO - top1_acc 0.6774 top5_acc 0.8771 2022-02-10 12:15:20,076 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 12:15:20,119 - mmaction - INFO - mean_acc 0.6773 2022-02-10 12:15:20,120 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_170.pth was removed 2022-02-10 12:15:22,700 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_175.pth. 2022-02-10 12:15:22,701 - mmaction - INFO - Best top1_acc is 0.6774 at 175 epoch. 2022-02-10 12:15:22,709 - mmaction - INFO - Epoch(val) [175][78] top1_acc: 0.6774, top5_acc: 0.8771, mean_class_accuracy: 0.6773 2022-02-10 12:18:04,692 - mmaction - INFO - Epoch [176][20/940] lr: 4.000e-03, eta: 1 day, 5:43:13, time: 8.097, data_time: 6.812, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8400, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.3544 2022-02-10 12:18:28,240 - mmaction - INFO - Epoch [176][40/940] lr: 4.000e-03, eta: 1 day, 5:42:42, time: 1.178, data_time: 0.055, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8379, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.4741 2022-02-10 12:18:51,783 - mmaction - INFO - Epoch [176][60/940] lr: 4.000e-03, eta: 1 day, 5:42:11, time: 1.177, data_time: 0.043, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8383, loss_cls: 1.4934, loss: 1.4934, grad_norm: 3.4445 2022-02-10 12:19:15,598 - mmaction - INFO - Epoch [176][80/940] lr: 4.000e-03, eta: 1 day, 5:41:39, time: 1.191, data_time: 0.052, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8352, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.4055 2022-02-10 12:19:39,774 - mmaction - INFO - Epoch [176][100/940] lr: 4.000e-03, eta: 1 day, 5:41:09, time: 1.209, data_time: 0.048, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8254, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.4268 2022-02-10 12:20:04,086 - mmaction - INFO - Epoch [176][120/940] lr: 4.000e-03, eta: 1 day, 5:40:38, time: 1.215, data_time: 0.055, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8367, loss_cls: 1.4707, loss: 1.4707, grad_norm: 3.3530 2022-02-10 12:20:28,798 - mmaction - INFO - Epoch [176][140/940] lr: 4.000e-03, eta: 1 day, 5:40:07, time: 1.236, data_time: 0.058, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8414, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.3327 2022-02-10 12:20:53,489 - mmaction - INFO - Epoch [176][160/940] lr: 4.000e-03, eta: 1 day, 5:39:37, time: 1.235, data_time: 0.073, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8336, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.3978 2022-02-10 12:21:18,125 - mmaction - INFO - Epoch [176][180/940] lr: 4.000e-03, eta: 1 day, 5:39:06, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8355, loss_cls: 1.5235, loss: 1.5235, grad_norm: 3.4843 2022-02-10 12:21:42,986 - mmaction - INFO - Epoch [176][200/940] lr: 4.000e-03, eta: 1 day, 5:38:36, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8246, loss_cls: 1.5514, loss: 1.5514, grad_norm: 3.4804 2022-02-10 12:22:07,900 - mmaction - INFO - Epoch [176][220/940] lr: 4.000e-03, eta: 1 day, 5:38:06, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8359, loss_cls: 1.4895, loss: 1.4895, grad_norm: 3.4465 2022-02-10 12:22:32,999 - mmaction - INFO - Epoch [176][240/940] lr: 4.000e-03, eta: 1 day, 5:37:35, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8305, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.5335 2022-02-10 12:22:58,220 - mmaction - INFO - Epoch [176][260/940] lr: 4.000e-03, eta: 1 day, 5:37:05, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8420, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.4387 2022-02-10 12:23:23,025 - mmaction - INFO - Epoch [176][280/940] lr: 4.000e-03, eta: 1 day, 5:36:35, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8324, loss_cls: 1.5194, loss: 1.5194, grad_norm: 3.4526 2022-02-10 12:23:47,928 - mmaction - INFO - Epoch [176][300/940] lr: 4.000e-03, eta: 1 day, 5:36:04, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8352, loss_cls: 1.4986, loss: 1.4986, grad_norm: 3.4519 2022-02-10 12:24:13,162 - mmaction - INFO - Epoch [176][320/940] lr: 4.000e-03, eta: 1 day, 5:35:34, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8357, loss_cls: 1.4924, loss: 1.4924, grad_norm: 3.4553 2022-02-10 12:24:38,025 - mmaction - INFO - Epoch [176][340/940] lr: 4.000e-03, eta: 1 day, 5:35:04, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8354, loss_cls: 1.4890, loss: 1.4890, grad_norm: 3.4200 2022-02-10 12:25:02,884 - mmaction - INFO - Epoch [176][360/940] lr: 4.000e-03, eta: 1 day, 5:34:34, time: 1.243, data_time: 0.060, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8369, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.4469 2022-02-10 12:25:28,228 - mmaction - INFO - Epoch [176][380/940] lr: 4.000e-03, eta: 1 day, 5:34:04, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8340, loss_cls: 1.5263, loss: 1.5263, grad_norm: 3.4492 2022-02-10 12:25:53,361 - mmaction - INFO - Epoch [176][400/940] lr: 4.000e-03, eta: 1 day, 5:33:33, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8373, loss_cls: 1.4862, loss: 1.4862, grad_norm: 3.4539 2022-02-10 12:26:18,467 - mmaction - INFO - Epoch [176][420/940] lr: 4.000e-03, eta: 1 day, 5:33:03, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8443, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.4326 2022-02-10 12:26:43,669 - mmaction - INFO - Epoch [176][440/940] lr: 4.000e-03, eta: 1 day, 5:32:33, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8344, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.4183 2022-02-10 12:27:08,571 - mmaction - INFO - Epoch [176][460/940] lr: 4.000e-03, eta: 1 day, 5:32:03, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8318, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.4381 2022-02-10 12:27:33,522 - mmaction - INFO - Epoch [176][480/940] lr: 4.000e-03, eta: 1 day, 5:31:32, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8293, loss_cls: 1.5132, loss: 1.5132, grad_norm: 3.3791 2022-02-10 12:27:58,782 - mmaction - INFO - Epoch [176][500/940] lr: 4.000e-03, eta: 1 day, 5:31:02, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8354, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.4398 2022-02-10 12:28:23,694 - mmaction - INFO - Epoch [176][520/940] lr: 4.000e-03, eta: 1 day, 5:30:32, time: 1.246, data_time: 0.055, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8344, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.4459 2022-02-10 12:28:48,899 - mmaction - INFO - Epoch [176][540/940] lr: 4.000e-03, eta: 1 day, 5:30:02, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6316, top5_acc: 0.8256, loss_cls: 1.5661, loss: 1.5661, grad_norm: 3.5606 2022-02-10 12:29:14,089 - mmaction - INFO - Epoch [176][560/940] lr: 4.000e-03, eta: 1 day, 5:29:32, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8350, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.4249 2022-02-10 12:29:39,167 - mmaction - INFO - Epoch [176][580/940] lr: 4.000e-03, eta: 1 day, 5:29:02, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8330, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.4770 2022-02-10 12:30:04,354 - mmaction - INFO - Epoch [176][600/940] lr: 4.000e-03, eta: 1 day, 5:28:32, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8354, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.4926 2022-02-10 12:30:29,258 - mmaction - INFO - Epoch [176][620/940] lr: 4.000e-03, eta: 1 day, 5:28:01, time: 1.245, data_time: 0.074, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8369, loss_cls: 1.5071, loss: 1.5071, grad_norm: 3.5602 2022-02-10 12:30:54,032 - mmaction - INFO - Epoch [176][640/940] lr: 4.000e-03, eta: 1 day, 5:27:31, time: 1.239, data_time: 0.074, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8291, loss_cls: 1.5335, loss: 1.5335, grad_norm: 3.4502 2022-02-10 12:31:19,259 - mmaction - INFO - Epoch [176][660/940] lr: 4.000e-03, eta: 1 day, 5:27:01, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8381, loss_cls: 1.4918, loss: 1.4918, grad_norm: 3.4634 2022-02-10 12:31:44,585 - mmaction - INFO - Epoch [176][680/940] lr: 4.000e-03, eta: 1 day, 5:26:31, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8289, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.4682 2022-02-10 12:32:09,365 - mmaction - INFO - Epoch [176][700/940] lr: 4.000e-03, eta: 1 day, 5:26:00, time: 1.239, data_time: 0.070, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8406, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.3590 2022-02-10 12:32:34,388 - mmaction - INFO - Epoch [176][720/940] lr: 4.000e-03, eta: 1 day, 5:25:30, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8330, loss_cls: 1.5216, loss: 1.5216, grad_norm: 3.4646 2022-02-10 12:32:59,552 - mmaction - INFO - Epoch [176][740/940] lr: 4.000e-03, eta: 1 day, 5:25:00, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8242, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.4949 2022-02-10 12:33:24,589 - mmaction - INFO - Epoch [176][760/940] lr: 4.000e-03, eta: 1 day, 5:24:30, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8369, loss_cls: 1.4966, loss: 1.4966, grad_norm: 3.4708 2022-02-10 12:33:49,728 - mmaction - INFO - Epoch [176][780/940] lr: 4.000e-03, eta: 1 day, 5:24:00, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.6256, top5_acc: 0.8330, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.5741 2022-02-10 12:34:14,565 - mmaction - INFO - Epoch [176][800/940] lr: 4.000e-03, eta: 1 day, 5:23:29, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8305, loss_cls: 1.5098, loss: 1.5098, grad_norm: 3.4697 2022-02-10 12:34:39,277 - mmaction - INFO - Epoch [176][820/940] lr: 4.000e-03, eta: 1 day, 5:22:59, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.6408, top5_acc: 0.8369, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.4655 2022-02-10 12:35:04,482 - mmaction - INFO - Epoch [176][840/940] lr: 4.000e-03, eta: 1 day, 5:22:29, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8324, loss_cls: 1.5190, loss: 1.5190, grad_norm: 3.4277 2022-02-10 12:35:29,614 - mmaction - INFO - Epoch [176][860/940] lr: 4.000e-03, eta: 1 day, 5:21:59, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6309, top5_acc: 0.8344, loss_cls: 1.5357, loss: 1.5357, grad_norm: 3.4937 2022-02-10 12:35:54,722 - mmaction - INFO - Epoch [176][880/940] lr: 4.000e-03, eta: 1 day, 5:21:29, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8303, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.4446 2022-02-10 12:36:19,885 - mmaction - INFO - Epoch [176][900/940] lr: 4.000e-03, eta: 1 day, 5:20:58, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8291, loss_cls: 1.5084, loss: 1.5084, grad_norm: 3.4245 2022-02-10 12:36:45,037 - mmaction - INFO - Epoch [176][920/940] lr: 4.000e-03, eta: 1 day, 5:20:28, time: 1.258, data_time: 0.055, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8383, loss_cls: 1.5044, loss: 1.5044, grad_norm: 3.4280 2022-02-10 12:37:08,750 - mmaction - INFO - Epoch [176][940/940] lr: 4.000e-03, eta: 1 day, 5:19:57, time: 1.186, data_time: 0.048, memory: 9488, top1_acc: 0.6331, top5_acc: 0.8269, loss_cls: 1.5563, loss: 1.5563, grad_norm: 3.5670 2022-02-10 12:40:19,139 - mmaction - INFO - Epoch [177][20/940] lr: 4.000e-03, eta: 1 day, 5:21:19, time: 9.356, data_time: 8.057, memory: 9488, top1_acc: 0.6514, top5_acc: 0.8367, loss_cls: 1.4900, loss: 1.4900, grad_norm: 3.4776 2022-02-10 12:40:42,792 - mmaction - INFO - Epoch [177][40/940] lr: 4.000e-03, eta: 1 day, 5:20:48, time: 1.183, data_time: 0.043, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8313, loss_cls: 1.5205, loss: 1.5205, grad_norm: 3.4999 2022-02-10 12:41:06,746 - mmaction - INFO - Epoch [177][60/940] lr: 4.000e-03, eta: 1 day, 5:20:17, time: 1.198, data_time: 0.045, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8291, loss_cls: 1.5261, loss: 1.5261, grad_norm: 3.4121 2022-02-10 12:41:30,886 - mmaction - INFO - Epoch [177][80/940] lr: 4.000e-03, eta: 1 day, 5:19:46, time: 1.207, data_time: 0.047, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8354, loss_cls: 1.4795, loss: 1.4795, grad_norm: 3.4354 2022-02-10 12:41:55,238 - mmaction - INFO - Epoch [177][100/940] lr: 4.000e-03, eta: 1 day, 5:19:15, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8398, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.4229 2022-02-10 12:42:19,942 - mmaction - INFO - Epoch [177][120/940] lr: 4.000e-03, eta: 1 day, 5:18:45, time: 1.236, data_time: 0.060, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8457, loss_cls: 1.4367, loss: 1.4367, grad_norm: 3.4196 2022-02-10 12:42:44,671 - mmaction - INFO - Epoch [177][140/940] lr: 4.000e-03, eta: 1 day, 5:18:14, time: 1.236, data_time: 0.066, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8393, loss_cls: 1.5170, loss: 1.5170, grad_norm: 3.4488 2022-02-10 12:43:09,373 - mmaction - INFO - Epoch [177][160/940] lr: 4.000e-03, eta: 1 day, 5:17:44, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8281, loss_cls: 1.5117, loss: 1.5117, grad_norm: 3.4582 2022-02-10 12:43:34,055 - mmaction - INFO - Epoch [177][180/940] lr: 4.000e-03, eta: 1 day, 5:17:13, time: 1.234, data_time: 0.062, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8342, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.4166 2022-02-10 12:43:59,197 - mmaction - INFO - Epoch [177][200/940] lr: 4.000e-03, eta: 1 day, 5:16:43, time: 1.257, data_time: 0.058, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8324, loss_cls: 1.5137, loss: 1.5137, grad_norm: 3.5446 2022-02-10 12:44:24,282 - mmaction - INFO - Epoch [177][220/940] lr: 4.000e-03, eta: 1 day, 5:16:13, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8350, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.4928 2022-02-10 12:44:49,452 - mmaction - INFO - Epoch [177][240/940] lr: 4.000e-03, eta: 1 day, 5:15:43, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.6334, top5_acc: 0.8301, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.5406 2022-02-10 12:45:14,568 - mmaction - INFO - Epoch [177][260/940] lr: 4.000e-03, eta: 1 day, 5:15:13, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8340, loss_cls: 1.5274, loss: 1.5274, grad_norm: 3.4905 2022-02-10 12:45:39,245 - mmaction - INFO - Epoch [177][280/940] lr: 4.000e-03, eta: 1 day, 5:14:42, time: 1.234, data_time: 0.064, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5155, loss: 1.5155, grad_norm: 3.4489 2022-02-10 12:46:04,423 - mmaction - INFO - Epoch [177][300/940] lr: 4.000e-03, eta: 1 day, 5:14:12, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8316, loss_cls: 1.5497, loss: 1.5497, grad_norm: 3.5128 2022-02-10 12:46:29,611 - mmaction - INFO - Epoch [177][320/940] lr: 4.000e-03, eta: 1 day, 5:13:42, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8383, loss_cls: 1.4824, loss: 1.4824, grad_norm: 3.3949 2022-02-10 12:46:54,485 - mmaction - INFO - Epoch [177][340/940] lr: 4.000e-03, eta: 1 day, 5:13:12, time: 1.244, data_time: 0.075, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8314, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.4802 2022-02-10 12:47:19,600 - mmaction - INFO - Epoch [177][360/940] lr: 4.000e-03, eta: 1 day, 5:12:42, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8414, loss_cls: 1.4896, loss: 1.4896, grad_norm: 3.4831 2022-02-10 12:47:44,364 - mmaction - INFO - Epoch [177][380/940] lr: 4.000e-03, eta: 1 day, 5:12:11, time: 1.238, data_time: 0.073, memory: 9488, top1_acc: 0.6303, top5_acc: 0.8281, loss_cls: 1.5528, loss: 1.5528, grad_norm: 3.5474 2022-02-10 12:48:09,840 - mmaction - INFO - Epoch [177][400/940] lr: 4.000e-03, eta: 1 day, 5:11:41, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8352, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.4330 2022-02-10 12:48:34,928 - mmaction - INFO - Epoch [177][420/940] lr: 4.000e-03, eta: 1 day, 5:11:11, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8320, loss_cls: 1.5163, loss: 1.5163, grad_norm: 3.4580 2022-02-10 12:48:59,913 - mmaction - INFO - Epoch [177][440/940] lr: 4.000e-03, eta: 1 day, 5:10:41, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8402, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.4506 2022-02-10 12:49:24,925 - mmaction - INFO - Epoch [177][460/940] lr: 4.000e-03, eta: 1 day, 5:10:11, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8299, loss_cls: 1.5284, loss: 1.5284, grad_norm: 3.5531 2022-02-10 12:49:50,152 - mmaction - INFO - Epoch [177][480/940] lr: 4.000e-03, eta: 1 day, 5:09:41, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8238, loss_cls: 1.5495, loss: 1.5495, grad_norm: 3.5449 2022-02-10 12:50:15,279 - mmaction - INFO - Epoch [177][500/940] lr: 4.000e-03, eta: 1 day, 5:09:10, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8340, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.4689 2022-02-10 12:50:40,357 - mmaction - INFO - Epoch [177][520/940] lr: 4.000e-03, eta: 1 day, 5:08:40, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8367, loss_cls: 1.5004, loss: 1.5004, grad_norm: 3.4973 2022-02-10 12:51:05,291 - mmaction - INFO - Epoch [177][540/940] lr: 4.000e-03, eta: 1 day, 5:08:10, time: 1.246, data_time: 0.073, memory: 9488, top1_acc: 0.6293, top5_acc: 0.8305, loss_cls: 1.5095, loss: 1.5095, grad_norm: 3.4746 2022-02-10 12:51:30,551 - mmaction - INFO - Epoch [177][560/940] lr: 4.000e-03, eta: 1 day, 5:07:40, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6451, top5_acc: 0.8340, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.4594 2022-02-10 12:51:55,561 - mmaction - INFO - Epoch [177][580/940] lr: 4.000e-03, eta: 1 day, 5:07:10, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8301, loss_cls: 1.5234, loss: 1.5234, grad_norm: 3.5133 2022-02-10 12:52:20,700 - mmaction - INFO - Epoch [177][600/940] lr: 4.000e-03, eta: 1 day, 5:06:40, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.4863 2022-02-10 12:52:45,470 - mmaction - INFO - Epoch [177][620/940] lr: 4.000e-03, eta: 1 day, 5:06:09, time: 1.238, data_time: 0.073, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8229, loss_cls: 1.5550, loss: 1.5550, grad_norm: 3.4777 2022-02-10 12:53:10,454 - mmaction - INFO - Epoch [177][640/940] lr: 4.000e-03, eta: 1 day, 5:05:39, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8326, loss_cls: 1.5036, loss: 1.5036, grad_norm: 3.3738 2022-02-10 12:53:35,798 - mmaction - INFO - Epoch [177][660/940] lr: 4.000e-03, eta: 1 day, 5:05:09, time: 1.268, data_time: 0.079, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8277, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.4454 2022-02-10 12:54:00,819 - mmaction - INFO - Epoch [177][680/940] lr: 4.000e-03, eta: 1 day, 5:04:39, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8248, loss_cls: 1.5596, loss: 1.5596, grad_norm: 3.5337 2022-02-10 12:54:25,993 - mmaction - INFO - Epoch [177][700/940] lr: 4.000e-03, eta: 1 day, 5:04:09, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8416, loss_cls: 1.4967, loss: 1.4967, grad_norm: 3.4678 2022-02-10 12:54:50,776 - mmaction - INFO - Epoch [177][720/940] lr: 4.000e-03, eta: 1 day, 5:03:39, time: 1.239, data_time: 0.081, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8289, loss_cls: 1.5293, loss: 1.5293, grad_norm: 3.4579 2022-02-10 12:55:15,698 - mmaction - INFO - Epoch [177][740/940] lr: 4.000e-03, eta: 1 day, 5:03:08, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8377, loss_cls: 1.4930, loss: 1.4930, grad_norm: 3.4792 2022-02-10 12:55:40,570 - mmaction - INFO - Epoch [177][760/940] lr: 4.000e-03, eta: 1 day, 5:02:38, time: 1.244, data_time: 0.072, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8352, loss_cls: 1.5000, loss: 1.5000, grad_norm: 3.5290 2022-02-10 12:56:05,584 - mmaction - INFO - Epoch [177][780/940] lr: 4.000e-03, eta: 1 day, 5:02:08, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8281, loss_cls: 1.5130, loss: 1.5130, grad_norm: 3.4818 2022-02-10 12:56:30,706 - mmaction - INFO - Epoch [177][800/940] lr: 4.000e-03, eta: 1 day, 5:01:38, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8381, loss_cls: 1.4892, loss: 1.4892, grad_norm: 3.4670 2022-02-10 12:56:55,749 - mmaction - INFO - Epoch [177][820/940] lr: 4.000e-03, eta: 1 day, 5:01:08, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8309, loss_cls: 1.5142, loss: 1.5142, grad_norm: 3.5141 2022-02-10 12:57:20,906 - mmaction - INFO - Epoch [177][840/940] lr: 4.000e-03, eta: 1 day, 5:00:38, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6299, top5_acc: 0.8229, loss_cls: 1.5743, loss: 1.5743, grad_norm: 3.5424 2022-02-10 12:57:45,652 - mmaction - INFO - Epoch [177][860/940] lr: 4.000e-03, eta: 1 day, 5:00:07, time: 1.237, data_time: 0.078, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8252, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.4571 2022-02-10 12:58:10,680 - mmaction - INFO - Epoch [177][880/940] lr: 4.000e-03, eta: 1 day, 4:59:37, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8410, loss_cls: 1.4597, loss: 1.4597, grad_norm: 3.4334 2022-02-10 12:58:35,641 - mmaction - INFO - Epoch [177][900/940] lr: 4.000e-03, eta: 1 day, 4:59:07, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8291, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.5201 2022-02-10 12:59:00,450 - mmaction - INFO - Epoch [177][920/940] lr: 4.000e-03, eta: 1 day, 4:58:37, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8342, loss_cls: 1.5056, loss: 1.5056, grad_norm: 3.4542 2022-02-10 12:59:24,036 - mmaction - INFO - Epoch [177][940/940] lr: 4.000e-03, eta: 1 day, 4:58:05, time: 1.179, data_time: 0.061, memory: 9488, top1_acc: 0.6335, top5_acc: 0.8291, loss_cls: 1.5547, loss: 1.5547, grad_norm: 3.4817 2022-02-10 13:02:15,288 - mmaction - INFO - Epoch [178][20/940] lr: 4.000e-03, eta: 1 day, 4:59:12, time: 8.419, data_time: 7.143, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8410, loss_cls: 1.4585, loss: 1.4585, grad_norm: 3.3764 2022-02-10 13:02:38,800 - mmaction - INFO - Epoch [178][40/940] lr: 4.000e-03, eta: 1 day, 4:58:41, time: 1.176, data_time: 0.050, memory: 9488, top1_acc: 0.6516, top5_acc: 0.8385, loss_cls: 1.4577, loss: 1.4577, grad_norm: 3.3643 2022-02-10 13:03:02,438 - mmaction - INFO - Epoch [178][60/940] lr: 4.000e-03, eta: 1 day, 4:58:10, time: 1.181, data_time: 0.045, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8314, loss_cls: 1.5120, loss: 1.5120, grad_norm: 3.5261 2022-02-10 13:03:26,244 - mmaction - INFO - Epoch [178][80/940] lr: 4.000e-03, eta: 1 day, 4:57:39, time: 1.190, data_time: 0.049, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8344, loss_cls: 1.5186, loss: 1.5186, grad_norm: 3.4857 2022-02-10 13:03:50,357 - mmaction - INFO - Epoch [178][100/940] lr: 4.000e-03, eta: 1 day, 4:57:08, time: 1.206, data_time: 0.052, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8303, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.4728 2022-02-10 13:04:14,993 - mmaction - INFO - Epoch [178][120/940] lr: 4.000e-03, eta: 1 day, 4:56:37, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8395, loss_cls: 1.4924, loss: 1.4924, grad_norm: 3.4947 2022-02-10 13:04:39,822 - mmaction - INFO - Epoch [178][140/940] lr: 4.000e-03, eta: 1 day, 4:56:07, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8414, loss_cls: 1.4600, loss: 1.4600, grad_norm: 3.4409 2022-02-10 13:05:04,457 - mmaction - INFO - Epoch [178][160/940] lr: 4.000e-03, eta: 1 day, 4:55:37, time: 1.232, data_time: 0.065, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8334, loss_cls: 1.5310, loss: 1.5310, grad_norm: 3.5286 2022-02-10 13:05:29,311 - mmaction - INFO - Epoch [178][180/940] lr: 4.000e-03, eta: 1 day, 4:55:06, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8479, loss_cls: 1.4425, loss: 1.4425, grad_norm: 3.4839 2022-02-10 13:05:53,911 - mmaction - INFO - Epoch [178][200/940] lr: 4.000e-03, eta: 1 day, 4:54:36, time: 1.229, data_time: 0.070, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8395, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.4492 2022-02-10 13:06:18,779 - mmaction - INFO - Epoch [178][220/940] lr: 4.000e-03, eta: 1 day, 4:54:06, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8283, loss_cls: 1.5050, loss: 1.5050, grad_norm: 3.5010 2022-02-10 13:06:43,757 - mmaction - INFO - Epoch [178][240/940] lr: 4.000e-03, eta: 1 day, 4:53:35, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8348, loss_cls: 1.5103, loss: 1.5103, grad_norm: 3.5506 2022-02-10 13:07:08,844 - mmaction - INFO - Epoch [178][260/940] lr: 4.000e-03, eta: 1 day, 4:53:05, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8330, loss_cls: 1.5223, loss: 1.5223, grad_norm: 3.5443 2022-02-10 13:07:33,444 - mmaction - INFO - Epoch [178][280/940] lr: 4.000e-03, eta: 1 day, 4:52:35, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.6451, top5_acc: 0.8369, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.4221 2022-02-10 13:07:58,481 - mmaction - INFO - Epoch [178][300/940] lr: 4.000e-03, eta: 1 day, 4:52:05, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8326, loss_cls: 1.5359, loss: 1.5359, grad_norm: 3.5298 2022-02-10 13:08:23,465 - mmaction - INFO - Epoch [178][320/940] lr: 4.000e-03, eta: 1 day, 4:51:34, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8367, loss_cls: 1.5149, loss: 1.5149, grad_norm: 3.5075 2022-02-10 13:08:48,516 - mmaction - INFO - Epoch [178][340/940] lr: 4.000e-03, eta: 1 day, 4:51:04, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8355, loss_cls: 1.5042, loss: 1.5042, grad_norm: 3.5408 2022-02-10 13:09:13,440 - mmaction - INFO - Epoch [178][360/940] lr: 4.000e-03, eta: 1 day, 4:50:34, time: 1.246, data_time: 0.075, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8240, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.5908 2022-02-10 13:09:38,391 - mmaction - INFO - Epoch [178][380/940] lr: 4.000e-03, eta: 1 day, 4:50:04, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8416, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.5329 2022-02-10 13:10:03,350 - mmaction - INFO - Epoch [178][400/940] lr: 4.000e-03, eta: 1 day, 4:49:34, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6334, top5_acc: 0.8307, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.5696 2022-02-10 13:10:28,826 - mmaction - INFO - Epoch [178][420/940] lr: 4.000e-03, eta: 1 day, 4:49:04, time: 1.273, data_time: 0.079, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8359, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.4751 2022-02-10 13:10:53,613 - mmaction - INFO - Epoch [178][440/940] lr: 4.000e-03, eta: 1 day, 4:48:33, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.6305, top5_acc: 0.8299, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.5573 2022-02-10 13:11:18,537 - mmaction - INFO - Epoch [178][460/940] lr: 4.000e-03, eta: 1 day, 4:48:03, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8354, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.4699 2022-02-10 13:11:43,550 - mmaction - INFO - Epoch [178][480/940] lr: 4.000e-03, eta: 1 day, 4:47:33, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8242, loss_cls: 1.5353, loss: 1.5353, grad_norm: 3.5237 2022-02-10 13:12:08,327 - mmaction - INFO - Epoch [178][500/940] lr: 4.000e-03, eta: 1 day, 4:47:03, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8334, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.4677 2022-02-10 13:12:33,326 - mmaction - INFO - Epoch [178][520/940] lr: 4.000e-03, eta: 1 day, 4:46:33, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6328, top5_acc: 0.8322, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.4680 2022-02-10 13:12:58,493 - mmaction - INFO - Epoch [178][540/940] lr: 4.000e-03, eta: 1 day, 4:46:03, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8240, loss_cls: 1.5630, loss: 1.5630, grad_norm: 3.6036 2022-02-10 13:13:23,746 - mmaction - INFO - Epoch [178][560/940] lr: 4.000e-03, eta: 1 day, 4:45:33, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8350, loss_cls: 1.4850, loss: 1.4850, grad_norm: 3.4691 2022-02-10 13:13:49,093 - mmaction - INFO - Epoch [178][580/940] lr: 4.000e-03, eta: 1 day, 4:45:03, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6502, top5_acc: 0.8416, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.4777 2022-02-10 13:14:14,313 - mmaction - INFO - Epoch [178][600/940] lr: 4.000e-03, eta: 1 day, 4:44:33, time: 1.261, data_time: 0.081, memory: 9488, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5531, loss: 1.5531, grad_norm: 3.5058 2022-02-10 13:14:39,503 - mmaction - INFO - Epoch [178][620/940] lr: 4.000e-03, eta: 1 day, 4:44:03, time: 1.260, data_time: 0.083, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8299, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.5294 2022-02-10 13:15:04,576 - mmaction - INFO - Epoch [178][640/940] lr: 4.000e-03, eta: 1 day, 4:43:33, time: 1.253, data_time: 0.084, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8398, loss_cls: 1.4724, loss: 1.4724, grad_norm: 3.5098 2022-02-10 13:15:29,643 - mmaction - INFO - Epoch [178][660/940] lr: 4.000e-03, eta: 1 day, 4:43:02, time: 1.253, data_time: 0.083, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8324, loss_cls: 1.5134, loss: 1.5134, grad_norm: 3.5454 2022-02-10 13:15:55,178 - mmaction - INFO - Epoch [178][680/940] lr: 4.000e-03, eta: 1 day, 4:42:33, time: 1.277, data_time: 0.079, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8314, loss_cls: 1.5237, loss: 1.5237, grad_norm: 3.5298 2022-02-10 13:16:20,647 - mmaction - INFO - Epoch [178][700/940] lr: 4.000e-03, eta: 1 day, 4:42:03, time: 1.273, data_time: 0.072, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8355, loss_cls: 1.5138, loss: 1.5138, grad_norm: 3.5446 2022-02-10 13:16:45,999 - mmaction - INFO - Epoch [178][720/940] lr: 4.000e-03, eta: 1 day, 4:41:33, time: 1.268, data_time: 0.080, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8365, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.4606 2022-02-10 13:17:11,668 - mmaction - INFO - Epoch [178][740/940] lr: 4.000e-03, eta: 1 day, 4:41:03, time: 1.283, data_time: 0.097, memory: 9488, top1_acc: 0.6451, top5_acc: 0.8373, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.5110 2022-02-10 13:17:36,773 - mmaction - INFO - Epoch [178][760/940] lr: 4.000e-03, eta: 1 day, 4:40:33, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8305, loss_cls: 1.5309, loss: 1.5309, grad_norm: 3.5808 2022-02-10 13:18:02,109 - mmaction - INFO - Epoch [178][780/940] lr: 4.000e-03, eta: 1 day, 4:40:03, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8287, loss_cls: 1.5102, loss: 1.5102, grad_norm: 3.5093 2022-02-10 13:18:27,389 - mmaction - INFO - Epoch [178][800/940] lr: 4.000e-03, eta: 1 day, 4:39:33, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8369, loss_cls: 1.4983, loss: 1.4983, grad_norm: 3.5066 2022-02-10 13:18:52,858 - mmaction - INFO - Epoch [178][820/940] lr: 4.000e-03, eta: 1 day, 4:39:03, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8381, loss_cls: 1.4779, loss: 1.4779, grad_norm: 3.4741 2022-02-10 13:19:17,983 - mmaction - INFO - Epoch [178][840/940] lr: 4.000e-03, eta: 1 day, 4:38:33, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8295, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.5091 2022-02-10 13:19:43,200 - mmaction - INFO - Epoch [178][860/940] lr: 4.000e-03, eta: 1 day, 4:38:03, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8344, loss_cls: 1.5132, loss: 1.5132, grad_norm: 3.4924 2022-02-10 13:20:08,846 - mmaction - INFO - Epoch [178][880/940] lr: 4.000e-03, eta: 1 day, 4:37:34, time: 1.281, data_time: 0.066, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8209, loss_cls: 1.5527, loss: 1.5527, grad_norm: 3.5789 2022-02-10 13:20:34,156 - mmaction - INFO - Epoch [178][900/940] lr: 4.000e-03, eta: 1 day, 4:37:04, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8352, loss_cls: 1.4879, loss: 1.4879, grad_norm: 3.5473 2022-02-10 13:20:59,401 - mmaction - INFO - Epoch [178][920/940] lr: 4.000e-03, eta: 1 day, 4:36:34, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8299, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.4755 2022-02-10 13:21:23,185 - mmaction - INFO - Epoch [178][940/940] lr: 4.000e-03, eta: 1 day, 4:36:03, time: 1.189, data_time: 0.062, memory: 9488, top1_acc: 0.6356, top5_acc: 0.8326, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.5782 2022-02-10 13:24:51,294 - mmaction - INFO - Epoch [179][20/940] lr: 4.000e-03, eta: 1 day, 4:37:28, time: 10.001, data_time: 8.848, memory: 9488, top1_acc: 0.6223, top5_acc: 0.8238, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.6080 2022-02-10 13:25:14,793 - mmaction - INFO - Epoch [179][40/940] lr: 4.000e-03, eta: 1 day, 4:36:57, time: 1.175, data_time: 0.055, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8400, loss_cls: 1.4824, loss: 1.4824, grad_norm: 3.4732 2022-02-10 13:25:38,478 - mmaction - INFO - Epoch [179][60/940] lr: 4.000e-03, eta: 1 day, 4:36:26, time: 1.185, data_time: 0.044, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8395, loss_cls: 1.4638, loss: 1.4638, grad_norm: 3.4758 2022-02-10 13:26:02,352 - mmaction - INFO - Epoch [179][80/940] lr: 4.000e-03, eta: 1 day, 4:35:55, time: 1.193, data_time: 0.048, memory: 9488, top1_acc: 0.6322, top5_acc: 0.8287, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.5681 2022-02-10 13:26:26,463 - mmaction - INFO - Epoch [179][100/940] lr: 4.000e-03, eta: 1 day, 4:35:24, time: 1.206, data_time: 0.053, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8313, loss_cls: 1.4847, loss: 1.4847, grad_norm: 3.4923 2022-02-10 13:26:50,852 - mmaction - INFO - Epoch [179][120/940] lr: 4.000e-03, eta: 1 day, 4:34:54, time: 1.219, data_time: 0.057, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8348, loss_cls: 1.5243, loss: 1.5243, grad_norm: 3.5826 2022-02-10 13:27:15,559 - mmaction - INFO - Epoch [179][140/940] lr: 4.000e-03, eta: 1 day, 4:34:24, time: 1.236, data_time: 0.064, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8391, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.4670 2022-02-10 13:27:40,183 - mmaction - INFO - Epoch [179][160/940] lr: 4.000e-03, eta: 1 day, 4:33:53, time: 1.231, data_time: 0.070, memory: 9488, top1_acc: 0.6582, top5_acc: 0.8404, loss_cls: 1.4564, loss: 1.4564, grad_norm: 3.5050 2022-02-10 13:28:05,355 - mmaction - INFO - Epoch [179][180/940] lr: 4.000e-03, eta: 1 day, 4:33:23, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8379, loss_cls: 1.4915, loss: 1.4915, grad_norm: 3.5630 2022-02-10 13:28:31,006 - mmaction - INFO - Epoch [179][200/940] lr: 4.000e-03, eta: 1 day, 4:32:53, time: 1.283, data_time: 0.119, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8357, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.5268 2022-02-10 13:28:55,797 - mmaction - INFO - Epoch [179][220/940] lr: 4.000e-03, eta: 1 day, 4:32:23, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8307, loss_cls: 1.5102, loss: 1.5102, grad_norm: 3.4747 2022-02-10 13:29:20,879 - mmaction - INFO - Epoch [179][240/940] lr: 4.000e-03, eta: 1 day, 4:31:53, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6451, top5_acc: 0.8361, loss_cls: 1.4790, loss: 1.4790, grad_norm: 3.4772 2022-02-10 13:29:45,919 - mmaction - INFO - Epoch [179][260/940] lr: 4.000e-03, eta: 1 day, 4:31:23, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8377, loss_cls: 1.4739, loss: 1.4739, grad_norm: 3.5080 2022-02-10 13:30:11,287 - mmaction - INFO - Epoch [179][280/940] lr: 4.000e-03, eta: 1 day, 4:30:53, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8359, loss_cls: 1.4850, loss: 1.4850, grad_norm: 3.5358 2022-02-10 13:30:36,487 - mmaction - INFO - Epoch [179][300/940] lr: 4.000e-03, eta: 1 day, 4:30:23, time: 1.259, data_time: 0.084, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.5179 2022-02-10 13:31:01,461 - mmaction - INFO - Epoch [179][320/940] lr: 4.000e-03, eta: 1 day, 4:29:53, time: 1.249, data_time: 0.077, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8391, loss_cls: 1.4990, loss: 1.4990, grad_norm: 3.5464 2022-02-10 13:31:26,763 - mmaction - INFO - Epoch [179][340/940] lr: 4.000e-03, eta: 1 day, 4:29:23, time: 1.265, data_time: 0.079, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8359, loss_cls: 1.5113, loss: 1.5113, grad_norm: 3.5707 2022-02-10 13:31:51,497 - mmaction - INFO - Epoch [179][360/940] lr: 4.000e-03, eta: 1 day, 4:28:52, time: 1.237, data_time: 0.071, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8348, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.5550 2022-02-10 13:32:16,472 - mmaction - INFO - Epoch [179][380/940] lr: 4.000e-03, eta: 1 day, 4:28:22, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8355, loss_cls: 1.4623, loss: 1.4623, grad_norm: 3.4464 2022-02-10 13:32:41,492 - mmaction - INFO - Epoch [179][400/940] lr: 4.000e-03, eta: 1 day, 4:27:52, time: 1.250, data_time: 0.076, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.5012, loss: 1.5012, grad_norm: 3.5215 2022-02-10 13:33:06,471 - mmaction - INFO - Epoch [179][420/940] lr: 4.000e-03, eta: 1 day, 4:27:22, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8361, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.4876 2022-02-10 13:33:31,298 - mmaction - INFO - Epoch [179][440/940] lr: 4.000e-03, eta: 1 day, 4:26:52, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8293, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.5887 2022-02-10 13:33:57,097 - mmaction - INFO - Epoch [179][460/940] lr: 4.000e-03, eta: 1 day, 4:26:22, time: 1.291, data_time: 0.081, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8285, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.5072 2022-02-10 13:34:22,501 - mmaction - INFO - Epoch [179][480/940] lr: 4.000e-03, eta: 1 day, 4:25:52, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8391, loss_cls: 1.4909, loss: 1.4909, grad_norm: 3.5268 2022-02-10 13:34:47,659 - mmaction - INFO - Epoch [179][500/940] lr: 4.000e-03, eta: 1 day, 4:25:22, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8361, loss_cls: 1.4848, loss: 1.4848, grad_norm: 3.5185 2022-02-10 13:35:12,803 - mmaction - INFO - Epoch [179][520/940] lr: 4.000e-03, eta: 1 day, 4:24:52, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8396, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.5030 2022-02-10 13:35:37,778 - mmaction - INFO - Epoch [179][540/940] lr: 4.000e-03, eta: 1 day, 4:24:22, time: 1.249, data_time: 0.079, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8354, loss_cls: 1.5175, loss: 1.5175, grad_norm: 3.6120 2022-02-10 13:36:02,818 - mmaction - INFO - Epoch [179][560/940] lr: 4.000e-03, eta: 1 day, 4:23:52, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8338, loss_cls: 1.5096, loss: 1.5096, grad_norm: 3.5427 2022-02-10 13:36:27,897 - mmaction - INFO - Epoch [179][580/940] lr: 4.000e-03, eta: 1 day, 4:23:22, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8328, loss_cls: 1.5188, loss: 1.5188, grad_norm: 3.5710 2022-02-10 13:36:52,903 - mmaction - INFO - Epoch [179][600/940] lr: 4.000e-03, eta: 1 day, 4:22:52, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8359, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.5302 2022-02-10 13:37:17,961 - mmaction - INFO - Epoch [179][620/940] lr: 4.000e-03, eta: 1 day, 4:22:22, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8307, loss_cls: 1.4918, loss: 1.4918, grad_norm: 3.5499 2022-02-10 13:37:43,077 - mmaction - INFO - Epoch [179][640/940] lr: 4.000e-03, eta: 1 day, 4:21:52, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8436, loss_cls: 1.4445, loss: 1.4445, grad_norm: 3.4854 2022-02-10 13:38:07,942 - mmaction - INFO - Epoch [179][660/940] lr: 4.000e-03, eta: 1 day, 4:21:21, time: 1.243, data_time: 0.075, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5289, loss: 1.5289, grad_norm: 3.6414 2022-02-10 13:38:33,167 - mmaction - INFO - Epoch [179][680/940] lr: 4.000e-03, eta: 1 day, 4:20:52, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8412, loss_cls: 1.4663, loss: 1.4663, grad_norm: 3.5479 2022-02-10 13:38:58,240 - mmaction - INFO - Epoch [179][700/940] lr: 4.000e-03, eta: 1 day, 4:20:21, time: 1.253, data_time: 0.076, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8314, loss_cls: 1.5245, loss: 1.5245, grad_norm: 3.5764 2022-02-10 13:39:23,377 - mmaction - INFO - Epoch [179][720/940] lr: 4.000e-03, eta: 1 day, 4:19:51, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6355, top5_acc: 0.8348, loss_cls: 1.5040, loss: 1.5040, grad_norm: 3.5945 2022-02-10 13:39:48,557 - mmaction - INFO - Epoch [179][740/940] lr: 4.000e-03, eta: 1 day, 4:19:21, time: 1.258, data_time: 0.054, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8357, loss_cls: 1.4840, loss: 1.4840, grad_norm: 3.5503 2022-02-10 13:40:14,088 - mmaction - INFO - Epoch [179][760/940] lr: 4.000e-03, eta: 1 day, 4:18:52, time: 1.276, data_time: 0.068, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8381, loss_cls: 1.4848, loss: 1.4848, grad_norm: 3.5603 2022-02-10 13:40:39,198 - mmaction - INFO - Epoch [179][780/940] lr: 4.000e-03, eta: 1 day, 4:18:22, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8305, loss_cls: 1.5574, loss: 1.5574, grad_norm: 3.6386 2022-02-10 13:41:04,432 - mmaction - INFO - Epoch [179][800/940] lr: 4.000e-03, eta: 1 day, 4:17:52, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8373, loss_cls: 1.4903, loss: 1.4903, grad_norm: 3.5582 2022-02-10 13:41:29,275 - mmaction - INFO - Epoch [179][820/940] lr: 4.000e-03, eta: 1 day, 4:17:21, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8369, loss_cls: 1.5097, loss: 1.5097, grad_norm: 3.5302 2022-02-10 13:41:54,268 - mmaction - INFO - Epoch [179][840/940] lr: 4.000e-03, eta: 1 day, 4:16:51, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6311, top5_acc: 0.8285, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.6117 2022-02-10 13:42:19,540 - mmaction - INFO - Epoch [179][860/940] lr: 4.000e-03, eta: 1 day, 4:16:21, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8373, loss_cls: 1.4850, loss: 1.4850, grad_norm: 3.4987 2022-02-10 13:42:44,616 - mmaction - INFO - Epoch [179][880/940] lr: 4.000e-03, eta: 1 day, 4:15:51, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8326, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.5632 2022-02-10 13:43:09,638 - mmaction - INFO - Epoch [179][900/940] lr: 4.000e-03, eta: 1 day, 4:15:21, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8371, loss_cls: 1.4960, loss: 1.4960, grad_norm: 3.5543 2022-02-10 13:43:34,947 - mmaction - INFO - Epoch [179][920/940] lr: 4.000e-03, eta: 1 day, 4:14:51, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8281, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.5664 2022-02-10 13:43:58,762 - mmaction - INFO - Epoch [179][940/940] lr: 4.000e-03, eta: 1 day, 4:14:21, time: 1.191, data_time: 0.062, memory: 9488, top1_acc: 0.6295, top5_acc: 0.8245, loss_cls: 1.5457, loss: 1.5457, grad_norm: 3.6518 2022-02-10 13:46:53,804 - mmaction - INFO - Epoch [180][20/940] lr: 4.000e-03, eta: 1 day, 4:15:26, time: 8.600, data_time: 6.735, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8414, loss_cls: 1.4657, loss: 1.4657, grad_norm: 3.5019 2022-02-10 13:47:17,400 - mmaction - INFO - Epoch [180][40/940] lr: 4.000e-03, eta: 1 day, 4:14:55, time: 1.182, data_time: 0.051, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8412, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.6092 2022-02-10 13:47:41,241 - mmaction - INFO - Epoch [180][60/940] lr: 4.000e-03, eta: 1 day, 4:14:24, time: 1.192, data_time: 0.046, memory: 9488, top1_acc: 0.6557, top5_acc: 0.8439, loss_cls: 1.4511, loss: 1.4511, grad_norm: 3.5473 2022-02-10 13:48:05,465 - mmaction - INFO - Epoch [180][80/940] lr: 4.000e-03, eta: 1 day, 4:13:53, time: 1.211, data_time: 0.053, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8334, loss_cls: 1.4856, loss: 1.4856, grad_norm: 3.5787 2022-02-10 13:48:29,740 - mmaction - INFO - Epoch [180][100/940] lr: 4.000e-03, eta: 1 day, 4:13:22, time: 1.214, data_time: 0.049, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8328, loss_cls: 1.4775, loss: 1.4775, grad_norm: 3.5479 2022-02-10 13:48:54,021 - mmaction - INFO - Epoch [180][120/940] lr: 4.000e-03, eta: 1 day, 4:12:52, time: 1.213, data_time: 0.055, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8443, loss_cls: 1.4311, loss: 1.4311, grad_norm: 3.5267 2022-02-10 13:49:18,937 - mmaction - INFO - Epoch [180][140/940] lr: 4.000e-03, eta: 1 day, 4:12:22, time: 1.246, data_time: 0.057, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8342, loss_cls: 1.5025, loss: 1.5025, grad_norm: 3.6019 2022-02-10 13:49:44,163 - mmaction - INFO - Epoch [180][160/940] lr: 4.000e-03, eta: 1 day, 4:11:52, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8439, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.5703 2022-02-10 13:50:08,810 - mmaction - INFO - Epoch [180][180/940] lr: 4.000e-03, eta: 1 day, 4:11:21, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8428, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.5758 2022-02-10 13:50:33,598 - mmaction - INFO - Epoch [180][200/940] lr: 4.000e-03, eta: 1 day, 4:10:51, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8373, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.5678 2022-02-10 13:50:58,844 - mmaction - INFO - Epoch [180][220/940] lr: 4.000e-03, eta: 1 day, 4:10:21, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8354, loss_cls: 1.5046, loss: 1.5046, grad_norm: 3.5450 2022-02-10 13:51:24,104 - mmaction - INFO - Epoch [180][240/940] lr: 4.000e-03, eta: 1 day, 4:09:51, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8371, loss_cls: 1.4576, loss: 1.4576, grad_norm: 3.4601 2022-02-10 13:51:49,280 - mmaction - INFO - Epoch [180][260/940] lr: 4.000e-03, eta: 1 day, 4:09:21, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8416, loss_cls: 1.4801, loss: 1.4801, grad_norm: 3.5207 2022-02-10 13:52:14,417 - mmaction - INFO - Epoch [180][280/940] lr: 4.000e-03, eta: 1 day, 4:08:51, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8465, loss_cls: 1.4396, loss: 1.4396, grad_norm: 3.5671 2022-02-10 13:52:39,342 - mmaction - INFO - Epoch [180][300/940] lr: 4.000e-03, eta: 1 day, 4:08:21, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8385, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.6205 2022-02-10 13:53:04,685 - mmaction - INFO - Epoch [180][320/940] lr: 4.000e-03, eta: 1 day, 4:07:51, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8359, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.5872 2022-02-10 13:53:29,755 - mmaction - INFO - Epoch [180][340/940] lr: 4.000e-03, eta: 1 day, 4:07:21, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8387, loss_cls: 1.4655, loss: 1.4655, grad_norm: 3.5347 2022-02-10 13:53:54,803 - mmaction - INFO - Epoch [180][360/940] lr: 4.000e-03, eta: 1 day, 4:06:51, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8262, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.6681 2022-02-10 13:54:20,138 - mmaction - INFO - Epoch [180][380/940] lr: 4.000e-03, eta: 1 day, 4:06:21, time: 1.267, data_time: 0.061, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8361, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.5890 2022-02-10 13:54:45,254 - mmaction - INFO - Epoch [180][400/940] lr: 4.000e-03, eta: 1 day, 4:05:51, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8383, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.5985 2022-02-10 13:55:10,468 - mmaction - INFO - Epoch [180][420/940] lr: 4.000e-03, eta: 1 day, 4:05:21, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6338, top5_acc: 0.8354, loss_cls: 1.5170, loss: 1.5170, grad_norm: 3.5716 2022-02-10 13:55:35,769 - mmaction - INFO - Epoch [180][440/940] lr: 4.000e-03, eta: 1 day, 4:04:51, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8373, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.5560 2022-02-10 13:56:00,921 - mmaction - INFO - Epoch [180][460/940] lr: 4.000e-03, eta: 1 day, 4:04:21, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8357, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.5353 2022-02-10 13:56:26,144 - mmaction - INFO - Epoch [180][480/940] lr: 4.000e-03, eta: 1 day, 4:03:51, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8402, loss_cls: 1.4658, loss: 1.4658, grad_norm: 3.4850 2022-02-10 13:56:51,337 - mmaction - INFO - Epoch [180][500/940] lr: 4.000e-03, eta: 1 day, 4:03:21, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8355, loss_cls: 1.5168, loss: 1.5168, grad_norm: 3.5716 2022-02-10 13:57:16,552 - mmaction - INFO - Epoch [180][520/940] lr: 4.000e-03, eta: 1 day, 4:02:51, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8443, loss_cls: 1.4562, loss: 1.4562, grad_norm: 3.5906 2022-02-10 13:57:41,969 - mmaction - INFO - Epoch [180][540/940] lr: 4.000e-03, eta: 1 day, 4:02:22, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8354, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.6238 2022-02-10 13:58:06,990 - mmaction - INFO - Epoch [180][560/940] lr: 4.000e-03, eta: 1 day, 4:01:51, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8373, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.5828 2022-02-10 13:58:32,244 - mmaction - INFO - Epoch [180][580/940] lr: 4.000e-03, eta: 1 day, 4:01:22, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8434, loss_cls: 1.4644, loss: 1.4644, grad_norm: 3.6200 2022-02-10 13:58:57,616 - mmaction - INFO - Epoch [180][600/940] lr: 4.000e-03, eta: 1 day, 4:00:52, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8316, loss_cls: 1.5322, loss: 1.5322, grad_norm: 3.6514 2022-02-10 13:59:23,014 - mmaction - INFO - Epoch [180][620/940] lr: 4.000e-03, eta: 1 day, 4:00:22, time: 1.269, data_time: 0.079, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8299, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.5849 2022-02-10 13:59:48,173 - mmaction - INFO - Epoch [180][640/940] lr: 4.000e-03, eta: 1 day, 3:59:52, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5085, loss: 1.5085, grad_norm: 3.5773 2022-02-10 14:00:13,449 - mmaction - INFO - Epoch [180][660/940] lr: 4.000e-03, eta: 1 day, 3:59:22, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8346, loss_cls: 1.5029, loss: 1.5029, grad_norm: 3.5793 2022-02-10 14:00:38,753 - mmaction - INFO - Epoch [180][680/940] lr: 4.000e-03, eta: 1 day, 3:58:52, time: 1.265, data_time: 0.079, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8383, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.4968 2022-02-10 14:01:03,959 - mmaction - INFO - Epoch [180][700/940] lr: 4.000e-03, eta: 1 day, 3:58:22, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6260, top5_acc: 0.8313, loss_cls: 1.5354, loss: 1.5354, grad_norm: 3.6261 2022-02-10 14:01:29,259 - mmaction - INFO - Epoch [180][720/940] lr: 4.000e-03, eta: 1 day, 3:57:52, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8354, loss_cls: 1.4790, loss: 1.4790, grad_norm: 3.5530 2022-02-10 14:01:54,405 - mmaction - INFO - Epoch [180][740/940] lr: 4.000e-03, eta: 1 day, 3:57:22, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8361, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.6245 2022-02-10 14:02:19,650 - mmaction - INFO - Epoch [180][760/940] lr: 4.000e-03, eta: 1 day, 3:56:52, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8277, loss_cls: 1.5673, loss: 1.5673, grad_norm: 3.5893 2022-02-10 14:02:45,098 - mmaction - INFO - Epoch [180][780/940] lr: 4.000e-03, eta: 1 day, 3:56:23, time: 1.272, data_time: 0.085, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8326, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.5281 2022-02-10 14:03:10,406 - mmaction - INFO - Epoch [180][800/940] lr: 4.000e-03, eta: 1 day, 3:55:53, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8383, loss_cls: 1.4920, loss: 1.4920, grad_norm: 3.5649 2022-02-10 14:03:35,664 - mmaction - INFO - Epoch [180][820/940] lr: 4.000e-03, eta: 1 day, 3:55:23, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8305, loss_cls: 1.5209, loss: 1.5209, grad_norm: 3.6410 2022-02-10 14:04:00,998 - mmaction - INFO - Epoch [180][840/940] lr: 4.000e-03, eta: 1 day, 3:54:53, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8424, loss_cls: 1.4598, loss: 1.4598, grad_norm: 3.5576 2022-02-10 14:04:26,192 - mmaction - INFO - Epoch [180][860/940] lr: 4.000e-03, eta: 1 day, 3:54:23, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8426, loss_cls: 1.4743, loss: 1.4743, grad_norm: 3.5796 2022-02-10 14:04:51,409 - mmaction - INFO - Epoch [180][880/940] lr: 4.000e-03, eta: 1 day, 3:53:53, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8367, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.5883 2022-02-10 14:05:16,531 - mmaction - INFO - Epoch [180][900/940] lr: 4.000e-03, eta: 1 day, 3:53:23, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8328, loss_cls: 1.5033, loss: 1.5033, grad_norm: 3.6141 2022-02-10 14:05:41,744 - mmaction - INFO - Epoch [180][920/940] lr: 4.000e-03, eta: 1 day, 3:52:53, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8311, loss_cls: 1.5196, loss: 1.5196, grad_norm: 3.5772 2022-02-10 14:06:05,460 - mmaction - INFO - Epoch [180][940/940] lr: 4.000e-03, eta: 1 day, 3:52:22, time: 1.187, data_time: 0.067, memory: 9488, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.6521 2022-02-10 14:06:10,930 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 14:06:10,935 - mmaction - INFO - 110 BN found 2022-02-10 14:10:11,883 - mmaction - INFO - BN stats updated 2022-02-10 14:10:13,887 - mmaction - INFO - Saving checkpoint at 180 epochs 2022-02-10 14:13:29,637 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 14:13:30,362 - mmaction - INFO - top1_acc 0.6810 top5_acc 0.8786 2022-02-10 14:13:30,362 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 14:13:30,400 - mmaction - INFO - mean_acc 0.6809 2022-02-10 14:13:30,402 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_175.pth was removed 2022-02-10 14:13:32,465 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_180.pth. 2022-02-10 14:13:32,465 - mmaction - INFO - Best top1_acc is 0.6810 at 180 epoch. 2022-02-10 14:13:32,474 - mmaction - INFO - Epoch(val) [180][78] top1_acc: 0.6810, top5_acc: 0.8786, mean_class_accuracy: 0.6809 2022-02-10 14:15:57,805 - mmaction - INFO - Epoch [181][20/940] lr: 4.000e-03, eta: 1 day, 3:53:08, time: 7.249, data_time: 5.997, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8363, loss_cls: 1.5062, loss: 1.5062, grad_norm: 3.5786 2022-02-10 14:16:21,488 - mmaction - INFO - Epoch [181][40/940] lr: 4.000e-03, eta: 1 day, 3:52:37, time: 1.187, data_time: 0.051, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8338, loss_cls: 1.4660, loss: 1.4660, grad_norm: 3.5432 2022-02-10 14:16:45,077 - mmaction - INFO - Epoch [181][60/940] lr: 4.000e-03, eta: 1 day, 3:52:07, time: 1.180, data_time: 0.044, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5192, loss: 1.5192, grad_norm: 3.5766 2022-02-10 14:17:08,759 - mmaction - INFO - Epoch [181][80/940] lr: 4.000e-03, eta: 1 day, 3:51:36, time: 1.184, data_time: 0.043, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4306, loss: 1.4306, grad_norm: 3.5732 2022-02-10 14:17:32,865 - mmaction - INFO - Epoch [181][100/940] lr: 4.000e-03, eta: 1 day, 3:51:05, time: 1.205, data_time: 0.048, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8260, loss_cls: 1.5491, loss: 1.5491, grad_norm: 3.5849 2022-02-10 14:17:57,159 - mmaction - INFO - Epoch [181][120/940] lr: 4.000e-03, eta: 1 day, 3:50:34, time: 1.215, data_time: 0.048, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8408, loss_cls: 1.4885, loss: 1.4885, grad_norm: 3.5950 2022-02-10 14:18:21,798 - mmaction - INFO - Epoch [181][140/940] lr: 4.000e-03, eta: 1 day, 3:50:04, time: 1.232, data_time: 0.047, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8439, loss_cls: 1.4632, loss: 1.4632, grad_norm: 3.5991 2022-02-10 14:18:46,500 - mmaction - INFO - Epoch [181][160/940] lr: 4.000e-03, eta: 1 day, 3:49:34, time: 1.235, data_time: 0.047, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8395, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.5522 2022-02-10 14:19:11,332 - mmaction - INFO - Epoch [181][180/940] lr: 4.000e-03, eta: 1 day, 3:49:04, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.5496 2022-02-10 14:19:36,266 - mmaction - INFO - Epoch [181][200/940] lr: 4.000e-03, eta: 1 day, 3:48:34, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8291, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.5941 2022-02-10 14:20:01,241 - mmaction - INFO - Epoch [181][220/940] lr: 4.000e-03, eta: 1 day, 3:48:04, time: 1.249, data_time: 0.059, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8322, loss_cls: 1.5112, loss: 1.5112, grad_norm: 3.5691 2022-02-10 14:20:26,453 - mmaction - INFO - Epoch [181][240/940] lr: 4.000e-03, eta: 1 day, 3:47:34, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8396, loss_cls: 1.5177, loss: 1.5177, grad_norm: 3.5818 2022-02-10 14:20:51,451 - mmaction - INFO - Epoch [181][260/940] lr: 4.000e-03, eta: 1 day, 3:47:04, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8432, loss_cls: 1.4563, loss: 1.4563, grad_norm: 3.5427 2022-02-10 14:21:16,955 - mmaction - INFO - Epoch [181][280/940] lr: 4.000e-03, eta: 1 day, 3:46:34, time: 1.275, data_time: 0.061, memory: 9488, top1_acc: 0.6408, top5_acc: 0.8375, loss_cls: 1.4858, loss: 1.4858, grad_norm: 3.5649 2022-02-10 14:21:42,033 - mmaction - INFO - Epoch [181][300/940] lr: 4.000e-03, eta: 1 day, 3:46:04, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8379, loss_cls: 1.5015, loss: 1.5015, grad_norm: 3.6746 2022-02-10 14:22:07,271 - mmaction - INFO - Epoch [181][320/940] lr: 4.000e-03, eta: 1 day, 3:45:34, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8324, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.5927 2022-02-10 14:22:32,238 - mmaction - INFO - Epoch [181][340/940] lr: 4.000e-03, eta: 1 day, 3:45:04, time: 1.248, data_time: 0.058, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8373, loss_cls: 1.4958, loss: 1.4958, grad_norm: 3.6149 2022-02-10 14:22:57,217 - mmaction - INFO - Epoch [181][360/940] lr: 4.000e-03, eta: 1 day, 3:44:34, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8369, loss_cls: 1.4850, loss: 1.4850, grad_norm: 3.5566 2022-02-10 14:23:22,483 - mmaction - INFO - Epoch [181][380/940] lr: 4.000e-03, eta: 1 day, 3:44:04, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8307, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.5817 2022-02-10 14:23:47,652 - mmaction - INFO - Epoch [181][400/940] lr: 4.000e-03, eta: 1 day, 3:43:34, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8270, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.6990 2022-02-10 14:24:12,828 - mmaction - INFO - Epoch [181][420/940] lr: 4.000e-03, eta: 1 day, 3:43:04, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8402, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.5725 2022-02-10 14:24:38,239 - mmaction - INFO - Epoch [181][440/940] lr: 4.000e-03, eta: 1 day, 3:42:34, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6504, top5_acc: 0.8416, loss_cls: 1.4535, loss: 1.4535, grad_norm: 3.6129 2022-02-10 14:25:03,493 - mmaction - INFO - Epoch [181][460/940] lr: 4.000e-03, eta: 1 day, 3:42:04, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8338, loss_cls: 1.5050, loss: 1.5050, grad_norm: 3.6570 2022-02-10 14:25:28,804 - mmaction - INFO - Epoch [181][480/940] lr: 4.000e-03, eta: 1 day, 3:41:34, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8459, loss_cls: 1.4733, loss: 1.4733, grad_norm: 3.6464 2022-02-10 14:25:53,986 - mmaction - INFO - Epoch [181][500/940] lr: 4.000e-03, eta: 1 day, 3:41:05, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6277, top5_acc: 0.8311, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.7555 2022-02-10 14:26:19,307 - mmaction - INFO - Epoch [181][520/940] lr: 4.000e-03, eta: 1 day, 3:40:35, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.6367, top5_acc: 0.8318, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.6598 2022-02-10 14:26:44,727 - mmaction - INFO - Epoch [181][540/940] lr: 4.000e-03, eta: 1 day, 3:40:05, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8355, loss_cls: 1.5190, loss: 1.5190, grad_norm: 3.6393 2022-02-10 14:27:09,811 - mmaction - INFO - Epoch [181][560/940] lr: 4.000e-03, eta: 1 day, 3:39:35, time: 1.254, data_time: 0.076, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8395, loss_cls: 1.4778, loss: 1.4778, grad_norm: 3.6032 2022-02-10 14:27:35,120 - mmaction - INFO - Epoch [181][580/940] lr: 4.000e-03, eta: 1 day, 3:39:05, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8270, loss_cls: 1.5460, loss: 1.5460, grad_norm: 3.6738 2022-02-10 14:28:00,135 - mmaction - INFO - Epoch [181][600/940] lr: 4.000e-03, eta: 1 day, 3:38:35, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8342, loss_cls: 1.4971, loss: 1.4971, grad_norm: 3.6583 2022-02-10 14:28:25,346 - mmaction - INFO - Epoch [181][620/940] lr: 4.000e-03, eta: 1 day, 3:38:05, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8381, loss_cls: 1.5208, loss: 1.5208, grad_norm: 3.7504 2022-02-10 14:28:50,642 - mmaction - INFO - Epoch [181][640/940] lr: 4.000e-03, eta: 1 day, 3:37:35, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8412, loss_cls: 1.4565, loss: 1.4565, grad_norm: 3.6188 2022-02-10 14:29:15,631 - mmaction - INFO - Epoch [181][660/940] lr: 4.000e-03, eta: 1 day, 3:37:05, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4750, loss: 1.4750, grad_norm: 3.5444 2022-02-10 14:29:40,879 - mmaction - INFO - Epoch [181][680/940] lr: 4.000e-03, eta: 1 day, 3:36:35, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8467, loss_cls: 1.4433, loss: 1.4433, grad_norm: 3.5598 2022-02-10 14:30:06,002 - mmaction - INFO - Epoch [181][700/940] lr: 4.000e-03, eta: 1 day, 3:36:05, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8354, loss_cls: 1.5037, loss: 1.5037, grad_norm: 3.6386 2022-02-10 14:30:31,178 - mmaction - INFO - Epoch [181][720/940] lr: 4.000e-03, eta: 1 day, 3:35:36, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8393, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.6157 2022-02-10 14:30:56,268 - mmaction - INFO - Epoch [181][740/940] lr: 4.000e-03, eta: 1 day, 3:35:06, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8357, loss_cls: 1.5014, loss: 1.5014, grad_norm: 3.6810 2022-02-10 14:31:21,223 - mmaction - INFO - Epoch [181][760/940] lr: 4.000e-03, eta: 1 day, 3:34:36, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4801, loss: 1.4801, grad_norm: 3.6466 2022-02-10 14:31:46,430 - mmaction - INFO - Epoch [181][780/940] lr: 4.000e-03, eta: 1 day, 3:34:06, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8299, loss_cls: 1.5127, loss: 1.5127, grad_norm: 3.6176 2022-02-10 14:32:11,721 - mmaction - INFO - Epoch [181][800/940] lr: 4.000e-03, eta: 1 day, 3:33:36, time: 1.265, data_time: 0.083, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8371, loss_cls: 1.4868, loss: 1.4868, grad_norm: 3.6409 2022-02-10 14:32:36,939 - mmaction - INFO - Epoch [181][820/940] lr: 4.000e-03, eta: 1 day, 3:33:06, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6504, top5_acc: 0.8367, loss_cls: 1.4899, loss: 1.4899, grad_norm: 3.6425 2022-02-10 14:33:02,431 - mmaction - INFO - Epoch [181][840/940] lr: 4.000e-03, eta: 1 day, 3:32:36, time: 1.275, data_time: 0.089, memory: 9488, top1_acc: 0.6408, top5_acc: 0.8359, loss_cls: 1.5049, loss: 1.5049, grad_norm: 3.6131 2022-02-10 14:33:27,633 - mmaction - INFO - Epoch [181][860/940] lr: 4.000e-03, eta: 1 day, 3:32:06, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8430, loss_cls: 1.4733, loss: 1.4733, grad_norm: 3.6234 2022-02-10 14:33:52,820 - mmaction - INFO - Epoch [181][880/940] lr: 4.000e-03, eta: 1 day, 3:31:37, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6285, top5_acc: 0.8234, loss_cls: 1.5650, loss: 1.5650, grad_norm: 3.6500 2022-02-10 14:34:17,918 - mmaction - INFO - Epoch [181][900/940] lr: 4.000e-03, eta: 1 day, 3:31:07, time: 1.255, data_time: 0.076, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8328, loss_cls: 1.4933, loss: 1.4933, grad_norm: 3.5944 2022-02-10 14:34:43,073 - mmaction - INFO - Epoch [181][920/940] lr: 4.000e-03, eta: 1 day, 3:30:37, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8340, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.6149 2022-02-10 14:35:07,174 - mmaction - INFO - Epoch [181][940/940] lr: 4.000e-03, eta: 1 day, 3:30:06, time: 1.206, data_time: 0.058, memory: 9488, top1_acc: 0.6437, top5_acc: 0.8399, loss_cls: 1.4913, loss: 1.4913, grad_norm: 3.6539 2022-02-10 14:39:11,238 - mmaction - INFO - Epoch [182][20/940] lr: 4.000e-03, eta: 1 day, 3:31:47, time: 11.817, data_time: 9.321, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8402, loss_cls: 1.4762, loss: 1.4762, grad_norm: 3.6524 2022-02-10 14:39:34,721 - mmaction - INFO - Epoch [182][40/940] lr: 4.000e-03, eta: 1 day, 3:31:16, time: 1.174, data_time: 0.046, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8396, loss_cls: 1.4868, loss: 1.4868, grad_norm: 3.6343 2022-02-10 14:39:58,295 - mmaction - INFO - Epoch [182][60/940] lr: 4.000e-03, eta: 1 day, 3:30:45, time: 1.179, data_time: 0.046, memory: 9488, top1_acc: 0.6639, top5_acc: 0.8439, loss_cls: 1.4342, loss: 1.4342, grad_norm: 3.5484 2022-02-10 14:40:22,023 - mmaction - INFO - Epoch [182][80/940] lr: 4.000e-03, eta: 1 day, 3:30:14, time: 1.186, data_time: 0.048, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8393, loss_cls: 1.5006, loss: 1.5006, grad_norm: 3.6510 2022-02-10 14:40:46,017 - mmaction - INFO - Epoch [182][100/940] lr: 4.000e-03, eta: 1 day, 3:29:44, time: 1.200, data_time: 0.054, memory: 9488, top1_acc: 0.6375, top5_acc: 0.8221, loss_cls: 1.5556, loss: 1.5556, grad_norm: 3.6267 2022-02-10 14:41:10,267 - mmaction - INFO - Epoch [182][120/940] lr: 4.000e-03, eta: 1 day, 3:29:13, time: 1.213, data_time: 0.056, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8393, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.6106 2022-02-10 14:41:34,614 - mmaction - INFO - Epoch [182][140/940] lr: 4.000e-03, eta: 1 day, 3:28:43, time: 1.217, data_time: 0.061, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8453, loss_cls: 1.4335, loss: 1.4335, grad_norm: 3.5658 2022-02-10 14:41:59,218 - mmaction - INFO - Epoch [182][160/940] lr: 4.000e-03, eta: 1 day, 3:28:12, time: 1.230, data_time: 0.065, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8393, loss_cls: 1.4873, loss: 1.4873, grad_norm: 3.5772 2022-02-10 14:42:23,718 - mmaction - INFO - Epoch [182][180/940] lr: 4.000e-03, eta: 1 day, 3:27:42, time: 1.226, data_time: 0.061, memory: 9488, top1_acc: 0.6307, top5_acc: 0.8313, loss_cls: 1.5512, loss: 1.5512, grad_norm: 3.7945 2022-02-10 14:42:48,631 - mmaction - INFO - Epoch [182][200/940] lr: 4.000e-03, eta: 1 day, 3:27:12, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8420, loss_cls: 1.4846, loss: 1.4846, grad_norm: 3.6382 2022-02-10 14:43:13,355 - mmaction - INFO - Epoch [182][220/940] lr: 4.000e-03, eta: 1 day, 3:26:42, time: 1.236, data_time: 0.058, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8400, loss_cls: 1.4967, loss: 1.4967, grad_norm: 3.6575 2022-02-10 14:43:37,952 - mmaction - INFO - Epoch [182][240/940] lr: 4.000e-03, eta: 1 day, 3:26:11, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8352, loss_cls: 1.5006, loss: 1.5006, grad_norm: 3.6052 2022-02-10 14:44:03,031 - mmaction - INFO - Epoch [182][260/940] lr: 4.000e-03, eta: 1 day, 3:25:41, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8346, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.6243 2022-02-10 14:44:28,046 - mmaction - INFO - Epoch [182][280/940] lr: 4.000e-03, eta: 1 day, 3:25:11, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8400, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.6216 2022-02-10 14:44:53,159 - mmaction - INFO - Epoch [182][300/940] lr: 4.000e-03, eta: 1 day, 3:24:41, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8377, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.6546 2022-02-10 14:45:18,133 - mmaction - INFO - Epoch [182][320/940] lr: 4.000e-03, eta: 1 day, 3:24:11, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8230, loss_cls: 1.5419, loss: 1.5419, grad_norm: 3.6630 2022-02-10 14:45:43,306 - mmaction - INFO - Epoch [182][340/940] lr: 4.000e-03, eta: 1 day, 3:23:41, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8328, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.6315 2022-02-10 14:46:08,314 - mmaction - INFO - Epoch [182][360/940] lr: 4.000e-03, eta: 1 day, 3:23:11, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6391, top5_acc: 0.8361, loss_cls: 1.4994, loss: 1.4994, grad_norm: 3.7105 2022-02-10 14:46:33,328 - mmaction - INFO - Epoch [182][380/940] lr: 4.000e-03, eta: 1 day, 3:22:41, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8330, loss_cls: 1.4915, loss: 1.4915, grad_norm: 3.6427 2022-02-10 14:46:58,432 - mmaction - INFO - Epoch [182][400/940] lr: 4.000e-03, eta: 1 day, 3:22:11, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8389, loss_cls: 1.4479, loss: 1.4479, grad_norm: 3.5822 2022-02-10 14:47:23,494 - mmaction - INFO - Epoch [182][420/940] lr: 4.000e-03, eta: 1 day, 3:21:41, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8379, loss_cls: 1.4821, loss: 1.4821, grad_norm: 3.6855 2022-02-10 14:47:48,882 - mmaction - INFO - Epoch [182][440/940] lr: 4.000e-03, eta: 1 day, 3:21:12, time: 1.269, data_time: 0.080, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8264, loss_cls: 1.5441, loss: 1.5441, grad_norm: 3.7231 2022-02-10 14:48:14,065 - mmaction - INFO - Epoch [182][460/940] lr: 4.000e-03, eta: 1 day, 3:20:42, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8416, loss_cls: 1.4612, loss: 1.4612, grad_norm: 3.6701 2022-02-10 14:48:39,057 - mmaction - INFO - Epoch [182][480/940] lr: 4.000e-03, eta: 1 day, 3:20:12, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.6514, top5_acc: 0.8404, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.6078 2022-02-10 14:49:04,599 - mmaction - INFO - Epoch [182][500/940] lr: 4.000e-03, eta: 1 day, 3:19:42, time: 1.278, data_time: 0.082, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8354, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.6635 2022-02-10 14:49:29,846 - mmaction - INFO - Epoch [182][520/940] lr: 4.000e-03, eta: 1 day, 3:19:12, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8371, loss_cls: 1.4819, loss: 1.4819, grad_norm: 3.6494 2022-02-10 14:49:54,971 - mmaction - INFO - Epoch [182][540/940] lr: 4.000e-03, eta: 1 day, 3:18:42, time: 1.256, data_time: 0.080, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8436, loss_cls: 1.4601, loss: 1.4601, grad_norm: 3.6328 2022-02-10 14:50:20,503 - mmaction - INFO - Epoch [182][560/940] lr: 4.000e-03, eta: 1 day, 3:18:13, time: 1.277, data_time: 0.073, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8330, loss_cls: 1.4944, loss: 1.4944, grad_norm: 3.6452 2022-02-10 14:50:45,743 - mmaction - INFO - Epoch [182][580/940] lr: 4.000e-03, eta: 1 day, 3:17:43, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6334, top5_acc: 0.8342, loss_cls: 1.5185, loss: 1.5185, grad_norm: 3.6707 2022-02-10 14:51:10,400 - mmaction - INFO - Epoch [182][600/940] lr: 4.000e-03, eta: 1 day, 3:17:12, time: 1.233, data_time: 0.071, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8373, loss_cls: 1.4761, loss: 1.4761, grad_norm: 3.5913 2022-02-10 14:51:35,632 - mmaction - INFO - Epoch [182][620/940] lr: 4.000e-03, eta: 1 day, 3:16:43, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8436, loss_cls: 1.5176, loss: 1.5176, grad_norm: 3.7138 2022-02-10 14:52:00,720 - mmaction - INFO - Epoch [182][640/940] lr: 4.000e-03, eta: 1 day, 3:16:13, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6324, top5_acc: 0.8305, loss_cls: 1.5264, loss: 1.5264, grad_norm: 3.6830 2022-02-10 14:52:25,775 - mmaction - INFO - Epoch [182][660/940] lr: 4.000e-03, eta: 1 day, 3:15:43, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8418, loss_cls: 1.4993, loss: 1.4993, grad_norm: 3.6729 2022-02-10 14:52:50,908 - mmaction - INFO - Epoch [182][680/940] lr: 4.000e-03, eta: 1 day, 3:15:13, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8436, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.6673 2022-02-10 14:53:15,934 - mmaction - INFO - Epoch [182][700/940] lr: 4.000e-03, eta: 1 day, 3:14:43, time: 1.251, data_time: 0.081, memory: 9488, top1_acc: 0.6350, top5_acc: 0.8285, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.6860 2022-02-10 14:53:41,178 - mmaction - INFO - Epoch [182][720/940] lr: 4.000e-03, eta: 1 day, 3:14:13, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8408, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.6378 2022-02-10 14:54:06,540 - mmaction - INFO - Epoch [182][740/940] lr: 4.000e-03, eta: 1 day, 3:13:43, time: 1.268, data_time: 0.071, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8277, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.6822 2022-02-10 14:54:31,714 - mmaction - INFO - Epoch [182][760/940] lr: 4.000e-03, eta: 1 day, 3:13:13, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6535, top5_acc: 0.8465, loss_cls: 1.4552, loss: 1.4552, grad_norm: 3.5511 2022-02-10 14:54:56,943 - mmaction - INFO - Epoch [182][780/940] lr: 4.000e-03, eta: 1 day, 3:12:43, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8352, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.6362 2022-02-10 14:55:22,120 - mmaction - INFO - Epoch [182][800/940] lr: 4.000e-03, eta: 1 day, 3:12:14, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8311, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.6637 2022-02-10 14:55:47,132 - mmaction - INFO - Epoch [182][820/940] lr: 4.000e-03, eta: 1 day, 3:11:44, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8311, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.6451 2022-02-10 14:56:12,095 - mmaction - INFO - Epoch [182][840/940] lr: 4.000e-03, eta: 1 day, 3:11:14, time: 1.247, data_time: 0.073, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8338, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.6323 2022-02-10 14:56:37,120 - mmaction - INFO - Epoch [182][860/940] lr: 4.000e-03, eta: 1 day, 3:10:44, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8324, loss_cls: 1.5234, loss: 1.5234, grad_norm: 3.7152 2022-02-10 14:57:02,495 - mmaction - INFO - Epoch [182][880/940] lr: 4.000e-03, eta: 1 day, 3:10:14, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8369, loss_cls: 1.4969, loss: 1.4969, grad_norm: 3.6724 2022-02-10 14:57:27,648 - mmaction - INFO - Epoch [182][900/940] lr: 4.000e-03, eta: 1 day, 3:09:44, time: 1.257, data_time: 0.085, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8311, loss_cls: 1.5230, loss: 1.5230, grad_norm: 3.6726 2022-02-10 14:57:52,764 - mmaction - INFO - Epoch [182][920/940] lr: 4.000e-03, eta: 1 day, 3:09:14, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8322, loss_cls: 1.5191, loss: 1.5191, grad_norm: 3.6351 2022-02-10 14:58:16,461 - mmaction - INFO - Epoch [182][940/940] lr: 4.000e-03, eta: 1 day, 3:08:43, time: 1.185, data_time: 0.059, memory: 9488, top1_acc: 0.6353, top5_acc: 0.8348, loss_cls: 1.5358, loss: 1.5358, grad_norm: 3.7758 2022-02-10 15:01:48,851 - mmaction - INFO - Epoch [183][20/940] lr: 4.000e-03, eta: 1 day, 3:10:03, time: 10.264, data_time: 9.092, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8334, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.6267 2022-02-10 15:02:12,248 - mmaction - INFO - Epoch [183][40/940] lr: 4.000e-03, eta: 1 day, 3:09:32, time: 1.170, data_time: 0.050, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8434, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.6473 2022-02-10 15:02:35,769 - mmaction - INFO - Epoch [183][60/940] lr: 4.000e-03, eta: 1 day, 3:09:01, time: 1.176, data_time: 0.045, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8410, loss_cls: 1.4644, loss: 1.4644, grad_norm: 3.6153 2022-02-10 15:02:59,619 - mmaction - INFO - Epoch [183][80/940] lr: 4.000e-03, eta: 1 day, 3:08:30, time: 1.193, data_time: 0.045, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8463, loss_cls: 1.4530, loss: 1.4530, grad_norm: 3.6208 2022-02-10 15:03:23,522 - mmaction - INFO - Epoch [183][100/940] lr: 4.000e-03, eta: 1 day, 3:07:59, time: 1.195, data_time: 0.048, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8369, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.6945 2022-02-10 15:03:48,131 - mmaction - INFO - Epoch [183][120/940] lr: 4.000e-03, eta: 1 day, 3:07:29, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8340, loss_cls: 1.4884, loss: 1.4884, grad_norm: 3.6352 2022-02-10 15:04:12,674 - mmaction - INFO - Epoch [183][140/940] lr: 4.000e-03, eta: 1 day, 3:06:59, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8352, loss_cls: 1.4828, loss: 1.4828, grad_norm: 3.6667 2022-02-10 15:04:37,285 - mmaction - INFO - Epoch [183][160/940] lr: 4.000e-03, eta: 1 day, 3:06:29, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8383, loss_cls: 1.4948, loss: 1.4948, grad_norm: 3.6792 2022-02-10 15:05:01,839 - mmaction - INFO - Epoch [183][180/940] lr: 4.000e-03, eta: 1 day, 3:05:58, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8404, loss_cls: 1.4564, loss: 1.4564, grad_norm: 3.5896 2022-02-10 15:05:26,861 - mmaction - INFO - Epoch [183][200/940] lr: 4.000e-03, eta: 1 day, 3:05:28, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8387, loss_cls: 1.4710, loss: 1.4710, grad_norm: 3.6798 2022-02-10 15:05:51,579 - mmaction - INFO - Epoch [183][220/940] lr: 4.000e-03, eta: 1 day, 3:04:58, time: 1.236, data_time: 0.077, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8389, loss_cls: 1.4876, loss: 1.4876, grad_norm: 3.6453 2022-02-10 15:06:16,272 - mmaction - INFO - Epoch [183][240/940] lr: 4.000e-03, eta: 1 day, 3:04:28, time: 1.235, data_time: 0.067, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8432, loss_cls: 1.4699, loss: 1.4699, grad_norm: 3.6775 2022-02-10 15:06:41,226 - mmaction - INFO - Epoch [183][260/940] lr: 4.000e-03, eta: 1 day, 3:03:58, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8436, loss_cls: 1.4526, loss: 1.4526, grad_norm: 3.6804 2022-02-10 15:07:06,362 - mmaction - INFO - Epoch [183][280/940] lr: 4.000e-03, eta: 1 day, 3:03:28, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8449, loss_cls: 1.4580, loss: 1.4580, grad_norm: 3.6136 2022-02-10 15:07:31,675 - mmaction - INFO - Epoch [183][300/940] lr: 4.000e-03, eta: 1 day, 3:02:58, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8395, loss_cls: 1.4830, loss: 1.4830, grad_norm: 3.6867 2022-02-10 15:07:56,981 - mmaction - INFO - Epoch [183][320/940] lr: 4.000e-03, eta: 1 day, 3:02:28, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8443, loss_cls: 1.4503, loss: 1.4503, grad_norm: 3.6070 2022-02-10 15:08:21,955 - mmaction - INFO - Epoch [183][340/940] lr: 4.000e-03, eta: 1 day, 3:01:58, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.6318, top5_acc: 0.8305, loss_cls: 1.5570, loss: 1.5570, grad_norm: 3.7589 2022-02-10 15:08:47,561 - mmaction - INFO - Epoch [183][360/940] lr: 4.000e-03, eta: 1 day, 3:01:29, time: 1.280, data_time: 0.087, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8432, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.6088 2022-02-10 15:09:12,816 - mmaction - INFO - Epoch [183][380/940] lr: 4.000e-03, eta: 1 day, 3:00:59, time: 1.263, data_time: 0.077, memory: 9488, top1_acc: 0.6361, top5_acc: 0.8324, loss_cls: 1.5391, loss: 1.5391, grad_norm: 3.7675 2022-02-10 15:09:37,779 - mmaction - INFO - Epoch [183][400/940] lr: 4.000e-03, eta: 1 day, 3:00:29, time: 1.248, data_time: 0.073, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8402, loss_cls: 1.4984, loss: 1.4984, grad_norm: 3.7172 2022-02-10 15:10:02,791 - mmaction - INFO - Epoch [183][420/940] lr: 4.000e-03, eta: 1 day, 2:59:59, time: 1.251, data_time: 0.079, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8365, loss_cls: 1.4918, loss: 1.4918, grad_norm: 3.6664 2022-02-10 15:10:27,888 - mmaction - INFO - Epoch [183][440/940] lr: 4.000e-03, eta: 1 day, 2:59:29, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4794, loss: 1.4794, grad_norm: 3.6829 2022-02-10 15:10:52,859 - mmaction - INFO - Epoch [183][460/940] lr: 4.000e-03, eta: 1 day, 2:58:59, time: 1.249, data_time: 0.078, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8320, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.6808 2022-02-10 15:11:18,031 - mmaction - INFO - Epoch [183][480/940] lr: 4.000e-03, eta: 1 day, 2:58:29, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6451, top5_acc: 0.8363, loss_cls: 1.5023, loss: 1.5023, grad_norm: 3.6899 2022-02-10 15:11:43,552 - mmaction - INFO - Epoch [183][500/940] lr: 4.000e-03, eta: 1 day, 2:57:59, time: 1.277, data_time: 0.075, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8342, loss_cls: 1.4774, loss: 1.4774, grad_norm: 3.6820 2022-02-10 15:12:08,878 - mmaction - INFO - Epoch [183][520/940] lr: 4.000e-03, eta: 1 day, 2:57:30, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8332, loss_cls: 1.4823, loss: 1.4823, grad_norm: 3.6475 2022-02-10 15:12:34,184 - mmaction - INFO - Epoch [183][540/940] lr: 4.000e-03, eta: 1 day, 2:57:00, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8479, loss_cls: 1.4094, loss: 1.4094, grad_norm: 3.5666 2022-02-10 15:12:59,323 - mmaction - INFO - Epoch [183][560/940] lr: 4.000e-03, eta: 1 day, 2:56:30, time: 1.257, data_time: 0.080, memory: 9488, top1_acc: 0.6324, top5_acc: 0.8314, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.7489 2022-02-10 15:13:24,448 - mmaction - INFO - Epoch [183][580/940] lr: 4.000e-03, eta: 1 day, 2:56:00, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8346, loss_cls: 1.4910, loss: 1.4910, grad_norm: 3.6925 2022-02-10 15:13:49,237 - mmaction - INFO - Epoch [183][600/940] lr: 4.000e-03, eta: 1 day, 2:55:30, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8387, loss_cls: 1.4667, loss: 1.4667, grad_norm: 3.7079 2022-02-10 15:14:14,370 - mmaction - INFO - Epoch [183][620/940] lr: 4.000e-03, eta: 1 day, 2:55:00, time: 1.256, data_time: 0.080, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8342, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.7185 2022-02-10 15:14:39,482 - mmaction - INFO - Epoch [183][640/940] lr: 4.000e-03, eta: 1 day, 2:54:30, time: 1.256, data_time: 0.078, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4764, loss: 1.4764, grad_norm: 3.6766 2022-02-10 15:15:04,604 - mmaction - INFO - Epoch [183][660/940] lr: 4.000e-03, eta: 1 day, 2:54:00, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.6564, top5_acc: 0.8369, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.7095 2022-02-10 15:15:29,671 - mmaction - INFO - Epoch [183][680/940] lr: 4.000e-03, eta: 1 day, 2:53:30, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8404, loss_cls: 1.4571, loss: 1.4571, grad_norm: 3.6626 2022-02-10 15:15:55,003 - mmaction - INFO - Epoch [183][700/940] lr: 4.000e-03, eta: 1 day, 2:53:00, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8355, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.7020 2022-02-10 15:16:19,816 - mmaction - INFO - Epoch [183][720/940] lr: 4.000e-03, eta: 1 day, 2:52:30, time: 1.241, data_time: 0.073, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8371, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.6909 2022-02-10 15:16:44,960 - mmaction - INFO - Epoch [183][740/940] lr: 4.000e-03, eta: 1 day, 2:52:01, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5062, loss: 1.5062, grad_norm: 3.6521 2022-02-10 15:17:10,367 - mmaction - INFO - Epoch [183][760/940] lr: 4.000e-03, eta: 1 day, 2:51:31, time: 1.270, data_time: 0.076, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8359, loss_cls: 1.4837, loss: 1.4837, grad_norm: 3.6570 2022-02-10 15:17:35,375 - mmaction - INFO - Epoch [183][780/940] lr: 4.000e-03, eta: 1 day, 2:51:01, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8336, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.7315 2022-02-10 15:18:00,613 - mmaction - INFO - Epoch [183][800/940] lr: 4.000e-03, eta: 1 day, 2:50:31, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6504, top5_acc: 0.8340, loss_cls: 1.5026, loss: 1.5026, grad_norm: 3.7120 2022-02-10 15:18:25,634 - mmaction - INFO - Epoch [183][820/940] lr: 4.000e-03, eta: 1 day, 2:50:01, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8385, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.6769 2022-02-10 15:18:50,900 - mmaction - INFO - Epoch [183][840/940] lr: 4.000e-03, eta: 1 day, 2:49:31, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8395, loss_cls: 1.4578, loss: 1.4578, grad_norm: 3.6676 2022-02-10 15:19:15,990 - mmaction - INFO - Epoch [183][860/940] lr: 4.000e-03, eta: 1 day, 2:49:01, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8332, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.6471 2022-02-10 15:19:41,359 - mmaction - INFO - Epoch [183][880/940] lr: 4.000e-03, eta: 1 day, 2:48:32, time: 1.268, data_time: 0.076, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8295, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.7003 2022-02-10 15:20:06,324 - mmaction - INFO - Epoch [183][900/940] lr: 4.000e-03, eta: 1 day, 2:48:02, time: 1.248, data_time: 0.076, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8293, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.7155 2022-02-10 15:20:31,318 - mmaction - INFO - Epoch [183][920/940] lr: 4.000e-03, eta: 1 day, 2:47:32, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8340, loss_cls: 1.4924, loss: 1.4924, grad_norm: 3.6302 2022-02-10 15:20:55,094 - mmaction - INFO - Epoch [183][940/940] lr: 4.000e-03, eta: 1 day, 2:47:01, time: 1.189, data_time: 0.056, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8381, loss_cls: 1.4798, loss: 1.4798, grad_norm: 3.6941 2022-02-10 15:24:23,020 - mmaction - INFO - Epoch [184][20/940] lr: 4.000e-03, eta: 1 day, 2:48:16, time: 10.118, data_time: 8.945, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8441, loss_cls: 1.4568, loss: 1.4568, grad_norm: 3.6534 2022-02-10 15:24:46,716 - mmaction - INFO - Epoch [184][40/940] lr: 4.000e-03, eta: 1 day, 2:47:46, time: 1.185, data_time: 0.055, memory: 9488, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.6899 2022-02-10 15:25:10,856 - mmaction - INFO - Epoch [184][60/940] lr: 4.000e-03, eta: 1 day, 2:47:15, time: 1.207, data_time: 0.063, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8320, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.6512 2022-02-10 15:25:35,280 - mmaction - INFO - Epoch [184][80/940] lr: 4.000e-03, eta: 1 day, 2:46:45, time: 1.221, data_time: 0.057, memory: 9488, top1_acc: 0.6621, top5_acc: 0.8533, loss_cls: 1.4063, loss: 1.4063, grad_norm: 3.6324 2022-02-10 15:25:59,627 - mmaction - INFO - Epoch [184][100/940] lr: 4.000e-03, eta: 1 day, 2:46:14, time: 1.217, data_time: 0.051, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8270, loss_cls: 1.5303, loss: 1.5303, grad_norm: 3.7549 2022-02-10 15:26:24,207 - mmaction - INFO - Epoch [184][120/940] lr: 4.000e-03, eta: 1 day, 2:45:44, time: 1.229, data_time: 0.058, memory: 9488, top1_acc: 0.6363, top5_acc: 0.8295, loss_cls: 1.5342, loss: 1.5342, grad_norm: 3.7954 2022-02-10 15:26:49,396 - mmaction - INFO - Epoch [184][140/940] lr: 4.000e-03, eta: 1 day, 2:45:14, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8381, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.7428 2022-02-10 15:27:14,130 - mmaction - INFO - Epoch [184][160/940] lr: 4.000e-03, eta: 1 day, 2:44:44, time: 1.237, data_time: 0.066, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8369, loss_cls: 1.4992, loss: 1.4992, grad_norm: 3.6733 2022-02-10 15:27:39,027 - mmaction - INFO - Epoch [184][180/940] lr: 4.000e-03, eta: 1 day, 2:44:14, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8334, loss_cls: 1.4944, loss: 1.4944, grad_norm: 3.6895 2022-02-10 15:28:04,319 - mmaction - INFO - Epoch [184][200/940] lr: 4.000e-03, eta: 1 day, 2:43:44, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.6639, top5_acc: 0.8482, loss_cls: 1.4382, loss: 1.4382, grad_norm: 3.5928 2022-02-10 15:28:29,399 - mmaction - INFO - Epoch [184][220/940] lr: 4.000e-03, eta: 1 day, 2:43:14, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4644, loss: 1.4644, grad_norm: 3.7364 2022-02-10 15:28:54,620 - mmaction - INFO - Epoch [184][240/940] lr: 4.000e-03, eta: 1 day, 2:42:45, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.6406 2022-02-10 15:29:19,575 - mmaction - INFO - Epoch [184][260/940] lr: 4.000e-03, eta: 1 day, 2:42:15, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8371, loss_cls: 1.5129, loss: 1.5129, grad_norm: 3.6747 2022-02-10 15:29:44,654 - mmaction - INFO - Epoch [184][280/940] lr: 4.000e-03, eta: 1 day, 2:41:45, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4419, loss: 1.4419, grad_norm: 3.6724 2022-02-10 15:30:11,677 - mmaction - INFO - Epoch [184][300/940] lr: 4.000e-03, eta: 1 day, 2:41:16, time: 1.351, data_time: 0.066, memory: 9488, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4456, loss: 1.4456, grad_norm: 3.5895 2022-02-10 15:30:36,498 - mmaction - INFO - Epoch [184][320/940] lr: 4.000e-03, eta: 1 day, 2:40:46, time: 1.241, data_time: 0.072, memory: 9488, top1_acc: 0.6400, top5_acc: 0.8363, loss_cls: 1.4948, loss: 1.4948, grad_norm: 3.7085 2022-02-10 15:31:01,660 - mmaction - INFO - Epoch [184][340/940] lr: 4.000e-03, eta: 1 day, 2:40:16, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8461, loss_cls: 1.4473, loss: 1.4473, grad_norm: 3.6530 2022-02-10 15:31:26,770 - mmaction - INFO - Epoch [184][360/940] lr: 4.000e-03, eta: 1 day, 2:39:46, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8303, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.7100 2022-02-10 15:31:51,931 - mmaction - INFO - Epoch [184][380/940] lr: 4.000e-03, eta: 1 day, 2:39:16, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8396, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.7108 2022-02-10 15:32:16,954 - mmaction - INFO - Epoch [184][400/940] lr: 4.000e-03, eta: 1 day, 2:38:46, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8377, loss_cls: 1.4791, loss: 1.4791, grad_norm: 3.6701 2022-02-10 15:32:42,054 - mmaction - INFO - Epoch [184][420/940] lr: 4.000e-03, eta: 1 day, 2:38:16, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6373, top5_acc: 0.8322, loss_cls: 1.5175, loss: 1.5175, grad_norm: 3.8736 2022-02-10 15:33:07,102 - mmaction - INFO - Epoch [184][440/940] lr: 4.000e-03, eta: 1 day, 2:37:46, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8316, loss_cls: 1.5046, loss: 1.5046, grad_norm: 3.7193 2022-02-10 15:33:32,043 - mmaction - INFO - Epoch [184][460/940] lr: 4.000e-03, eta: 1 day, 2:37:16, time: 1.247, data_time: 0.062, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8408, loss_cls: 1.4675, loss: 1.4675, grad_norm: 3.6937 2022-02-10 15:33:57,066 - mmaction - INFO - Epoch [184][480/940] lr: 4.000e-03, eta: 1 day, 2:36:46, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8293, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.7137 2022-02-10 15:34:22,230 - mmaction - INFO - Epoch [184][500/940] lr: 4.000e-03, eta: 1 day, 2:36:17, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4660, loss: 1.4660, grad_norm: 3.6092 2022-02-10 15:34:47,420 - mmaction - INFO - Epoch [184][520/940] lr: 4.000e-03, eta: 1 day, 2:35:47, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8367, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.6844 2022-02-10 15:35:12,595 - mmaction - INFO - Epoch [184][540/940] lr: 4.000e-03, eta: 1 day, 2:35:17, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8480, loss_cls: 1.4200, loss: 1.4200, grad_norm: 3.6521 2022-02-10 15:35:37,972 - mmaction - INFO - Epoch [184][560/940] lr: 4.000e-03, eta: 1 day, 2:34:47, time: 1.269, data_time: 0.078, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8318, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.7468 2022-02-10 15:36:02,756 - mmaction - INFO - Epoch [184][580/940] lr: 4.000e-03, eta: 1 day, 2:34:17, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4657, loss: 1.4657, grad_norm: 3.6681 2022-02-10 15:36:27,948 - mmaction - INFO - Epoch [184][600/940] lr: 4.000e-03, eta: 1 day, 2:33:47, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8369, loss_cls: 1.4837, loss: 1.4837, grad_norm: 3.7447 2022-02-10 15:36:53,003 - mmaction - INFO - Epoch [184][620/940] lr: 4.000e-03, eta: 1 day, 2:33:17, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8326, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.7019 2022-02-10 15:37:18,117 - mmaction - INFO - Epoch [184][640/940] lr: 4.000e-03, eta: 1 day, 2:32:47, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.6352, top5_acc: 0.8432, loss_cls: 1.5039, loss: 1.5039, grad_norm: 3.7243 2022-02-10 15:37:43,158 - mmaction - INFO - Epoch [184][660/940] lr: 4.000e-03, eta: 1 day, 2:32:18, time: 1.252, data_time: 0.079, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8334, loss_cls: 1.4988, loss: 1.4988, grad_norm: 3.7074 2022-02-10 15:38:08,227 - mmaction - INFO - Epoch [184][680/940] lr: 4.000e-03, eta: 1 day, 2:31:48, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8332, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.7209 2022-02-10 15:38:33,326 - mmaction - INFO - Epoch [184][700/940] lr: 4.000e-03, eta: 1 day, 2:31:18, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4690, loss: 1.4690, grad_norm: 3.7234 2022-02-10 15:38:58,387 - mmaction - INFO - Epoch [184][720/940] lr: 4.000e-03, eta: 1 day, 2:30:48, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6389, top5_acc: 0.8275, loss_cls: 1.5084, loss: 1.5084, grad_norm: 3.6770 2022-02-10 15:39:23,721 - mmaction - INFO - Epoch [184][740/940] lr: 4.000e-03, eta: 1 day, 2:30:18, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8377, loss_cls: 1.4682, loss: 1.4682, grad_norm: 3.6398 2022-02-10 15:39:48,863 - mmaction - INFO - Epoch [184][760/940] lr: 4.000e-03, eta: 1 day, 2:29:48, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8400, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.7757 2022-02-10 15:40:13,712 - mmaction - INFO - Epoch [184][780/940] lr: 4.000e-03, eta: 1 day, 2:29:18, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8424, loss_cls: 1.4701, loss: 1.4701, grad_norm: 3.7291 2022-02-10 15:40:39,080 - mmaction - INFO - Epoch [184][800/940] lr: 4.000e-03, eta: 1 day, 2:28:49, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8482, loss_cls: 1.4134, loss: 1.4134, grad_norm: 3.6871 2022-02-10 15:41:04,196 - mmaction - INFO - Epoch [184][820/940] lr: 4.000e-03, eta: 1 day, 2:28:19, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8328, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.7195 2022-02-10 15:41:29,329 - mmaction - INFO - Epoch [184][840/940] lr: 4.000e-03, eta: 1 day, 2:27:49, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.7871 2022-02-10 15:41:54,522 - mmaction - INFO - Epoch [184][860/940] lr: 4.000e-03, eta: 1 day, 2:27:19, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8330, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.7339 2022-02-10 15:42:19,689 - mmaction - INFO - Epoch [184][880/940] lr: 4.000e-03, eta: 1 day, 2:26:49, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8377, loss_cls: 1.4576, loss: 1.4576, grad_norm: 3.7047 2022-02-10 15:42:44,724 - mmaction - INFO - Epoch [184][900/940] lr: 4.000e-03, eta: 1 day, 2:26:19, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.6354, top5_acc: 0.8313, loss_cls: 1.5238, loss: 1.5238, grad_norm: 3.7958 2022-02-10 15:43:09,943 - mmaction - INFO - Epoch [184][920/940] lr: 4.000e-03, eta: 1 day, 2:25:50, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8354, loss_cls: 1.4757, loss: 1.4757, grad_norm: 3.7205 2022-02-10 15:43:33,844 - mmaction - INFO - Epoch [184][940/940] lr: 4.000e-03, eta: 1 day, 2:25:19, time: 1.196, data_time: 0.065, memory: 9488, top1_acc: 0.6337, top5_acc: 0.8352, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.7900 2022-02-10 15:47:08,785 - mmaction - INFO - Epoch [185][20/940] lr: 4.000e-03, eta: 1 day, 2:26:34, time: 10.302, data_time: 8.069, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4955, loss: 1.4955, grad_norm: 3.6363 2022-02-10 15:47:32,323 - mmaction - INFO - Epoch [185][40/940] lr: 4.000e-03, eta: 1 day, 2:26:03, time: 1.177, data_time: 0.049, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8367, loss_cls: 1.4895, loss: 1.4895, grad_norm: 3.7456 2022-02-10 15:47:56,038 - mmaction - INFO - Epoch [185][60/940] lr: 4.000e-03, eta: 1 day, 2:25:33, time: 1.186, data_time: 0.048, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8357, loss_cls: 1.4831, loss: 1.4831, grad_norm: 3.7047 2022-02-10 15:48:19,962 - mmaction - INFO - Epoch [185][80/940] lr: 4.000e-03, eta: 1 day, 2:25:02, time: 1.196, data_time: 0.048, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8420, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.7349 2022-02-10 15:48:44,109 - mmaction - INFO - Epoch [185][100/940] lr: 4.000e-03, eta: 1 day, 2:24:32, time: 1.207, data_time: 0.047, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4534, loss: 1.4534, grad_norm: 3.7102 2022-02-10 15:49:08,633 - mmaction - INFO - Epoch [185][120/940] lr: 4.000e-03, eta: 1 day, 2:24:01, time: 1.226, data_time: 0.053, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8424, loss_cls: 1.4777, loss: 1.4777, grad_norm: 3.6733 2022-02-10 15:49:33,363 - mmaction - INFO - Epoch [185][140/940] lr: 4.000e-03, eta: 1 day, 2:23:31, time: 1.236, data_time: 0.058, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8484, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.6164 2022-02-10 15:49:58,446 - mmaction - INFO - Epoch [185][160/940] lr: 4.000e-03, eta: 1 day, 2:23:01, time: 1.255, data_time: 0.056, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8379, loss_cls: 1.4618, loss: 1.4618, grad_norm: 3.6751 2022-02-10 15:50:23,551 - mmaction - INFO - Epoch [185][180/940] lr: 4.000e-03, eta: 1 day, 2:22:31, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8361, loss_cls: 1.4727, loss: 1.4727, grad_norm: 3.6868 2022-02-10 15:50:48,340 - mmaction - INFO - Epoch [185][200/940] lr: 4.000e-03, eta: 1 day, 2:22:01, time: 1.240, data_time: 0.063, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8389, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.7388 2022-02-10 15:51:13,485 - mmaction - INFO - Epoch [185][220/940] lr: 4.000e-03, eta: 1 day, 2:21:32, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8426, loss_cls: 1.4634, loss: 1.4634, grad_norm: 3.6872 2022-02-10 15:51:38,529 - mmaction - INFO - Epoch [185][240/940] lr: 4.000e-03, eta: 1 day, 2:21:02, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8387, loss_cls: 1.4633, loss: 1.4633, grad_norm: 3.7487 2022-02-10 15:52:03,655 - mmaction - INFO - Epoch [185][260/940] lr: 4.000e-03, eta: 1 day, 2:20:32, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8410, loss_cls: 1.4779, loss: 1.4779, grad_norm: 3.7555 2022-02-10 15:52:28,699 - mmaction - INFO - Epoch [185][280/940] lr: 4.000e-03, eta: 1 day, 2:20:02, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8422, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.7127 2022-02-10 15:52:53,676 - mmaction - INFO - Epoch [185][300/940] lr: 4.000e-03, eta: 1 day, 2:19:32, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8369, loss_cls: 1.4709, loss: 1.4709, grad_norm: 3.7133 2022-02-10 15:53:18,794 - mmaction - INFO - Epoch [185][320/940] lr: 4.000e-03, eta: 1 day, 2:19:02, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.6381, top5_acc: 0.8275, loss_cls: 1.5134, loss: 1.5134, grad_norm: 3.7561 2022-02-10 15:53:43,907 - mmaction - INFO - Epoch [185][340/940] lr: 4.000e-03, eta: 1 day, 2:18:32, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6670, top5_acc: 0.8439, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.6156 2022-02-10 15:54:09,358 - mmaction - INFO - Epoch [185][360/940] lr: 4.000e-03, eta: 1 day, 2:18:03, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8354, loss_cls: 1.4669, loss: 1.4669, grad_norm: 3.7598 2022-02-10 15:54:34,496 - mmaction - INFO - Epoch [185][380/940] lr: 4.000e-03, eta: 1 day, 2:17:33, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8357, loss_cls: 1.5178, loss: 1.5178, grad_norm: 3.7576 2022-02-10 15:54:59,514 - mmaction - INFO - Epoch [185][400/940] lr: 4.000e-03, eta: 1 day, 2:17:03, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8398, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.7721 2022-02-10 15:55:24,659 - mmaction - INFO - Epoch [185][420/940] lr: 4.000e-03, eta: 1 day, 2:16:33, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8393, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.7294 2022-02-10 15:55:50,112 - mmaction - INFO - Epoch [185][440/940] lr: 4.000e-03, eta: 1 day, 2:16:03, time: 1.273, data_time: 0.072, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8461, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.7679 2022-02-10 15:56:15,430 - mmaction - INFO - Epoch [185][460/940] lr: 4.000e-03, eta: 1 day, 2:15:33, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8389, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.6963 2022-02-10 15:56:40,473 - mmaction - INFO - Epoch [185][480/940] lr: 4.000e-03, eta: 1 day, 2:15:04, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8406, loss_cls: 1.4684, loss: 1.4684, grad_norm: 3.6790 2022-02-10 15:57:05,728 - mmaction - INFO - Epoch [185][500/940] lr: 4.000e-03, eta: 1 day, 2:14:34, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8393, loss_cls: 1.4720, loss: 1.4720, grad_norm: 3.7731 2022-02-10 15:57:31,068 - mmaction - INFO - Epoch [185][520/940] lr: 4.000e-03, eta: 1 day, 2:14:04, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8340, loss_cls: 1.4946, loss: 1.4946, grad_norm: 3.6428 2022-02-10 15:57:56,293 - mmaction - INFO - Epoch [185][540/940] lr: 4.000e-03, eta: 1 day, 2:13:34, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6627, top5_acc: 0.8418, loss_cls: 1.4273, loss: 1.4273, grad_norm: 3.6141 2022-02-10 15:58:21,676 - mmaction - INFO - Epoch [185][560/940] lr: 4.000e-03, eta: 1 day, 2:13:05, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8416, loss_cls: 1.4758, loss: 1.4758, grad_norm: 3.7085 2022-02-10 15:58:46,708 - mmaction - INFO - Epoch [185][580/940] lr: 4.000e-03, eta: 1 day, 2:12:35, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6408, top5_acc: 0.8395, loss_cls: 1.4956, loss: 1.4956, grad_norm: 3.7753 2022-02-10 15:59:11,678 - mmaction - INFO - Epoch [185][600/940] lr: 4.000e-03, eta: 1 day, 2:12:05, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8365, loss_cls: 1.4798, loss: 1.4798, grad_norm: 3.6958 2022-02-10 15:59:36,967 - mmaction - INFO - Epoch [185][620/940] lr: 4.000e-03, eta: 1 day, 2:11:35, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6592, top5_acc: 0.8434, loss_cls: 1.4421, loss: 1.4421, grad_norm: 3.7016 2022-02-10 16:00:02,166 - mmaction - INFO - Epoch [185][640/940] lr: 4.000e-03, eta: 1 day, 2:11:05, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6410, top5_acc: 0.8385, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.7761 2022-02-10 16:00:27,684 - mmaction - INFO - Epoch [185][660/940] lr: 4.000e-03, eta: 1 day, 2:10:36, time: 1.275, data_time: 0.062, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8354, loss_cls: 1.4559, loss: 1.4559, grad_norm: 3.7456 2022-02-10 16:00:53,035 - mmaction - INFO - Epoch [185][680/940] lr: 4.000e-03, eta: 1 day, 2:10:06, time: 1.268, data_time: 0.068, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8381, loss_cls: 1.4642, loss: 1.4642, grad_norm: 3.7558 2022-02-10 16:01:18,349 - mmaction - INFO - Epoch [185][700/940] lr: 4.000e-03, eta: 1 day, 2:09:36, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8396, loss_cls: 1.4927, loss: 1.4927, grad_norm: 3.7879 2022-02-10 16:01:43,670 - mmaction - INFO - Epoch [185][720/940] lr: 4.000e-03, eta: 1 day, 2:09:06, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6471, top5_acc: 0.8273, loss_cls: 1.5265, loss: 1.5265, grad_norm: 3.8016 2022-02-10 16:02:08,896 - mmaction - INFO - Epoch [185][740/940] lr: 4.000e-03, eta: 1 day, 2:08:37, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8379, loss_cls: 1.4824, loss: 1.4824, grad_norm: 3.7934 2022-02-10 16:02:34,102 - mmaction - INFO - Epoch [185][760/940] lr: 4.000e-03, eta: 1 day, 2:08:07, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8338, loss_cls: 1.4927, loss: 1.4927, grad_norm: 3.7159 2022-02-10 16:02:59,320 - mmaction - INFO - Epoch [185][780/940] lr: 4.000e-03, eta: 1 day, 2:07:37, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8408, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.7533 2022-02-10 16:03:24,572 - mmaction - INFO - Epoch [185][800/940] lr: 4.000e-03, eta: 1 day, 2:07:07, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8314, loss_cls: 1.5018, loss: 1.5018, grad_norm: 3.7469 2022-02-10 16:03:49,829 - mmaction - INFO - Epoch [185][820/940] lr: 4.000e-03, eta: 1 day, 2:06:38, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8359, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.7379 2022-02-10 16:04:14,946 - mmaction - INFO - Epoch [185][840/940] lr: 4.000e-03, eta: 1 day, 2:06:08, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8426, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.7138 2022-02-10 16:04:40,079 - mmaction - INFO - Epoch [185][860/940] lr: 4.000e-03, eta: 1 day, 2:05:38, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8420, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.7418 2022-02-10 16:05:05,393 - mmaction - INFO - Epoch [185][880/940] lr: 4.000e-03, eta: 1 day, 2:05:08, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8439, loss_cls: 1.4649, loss: 1.4649, grad_norm: 3.6829 2022-02-10 16:05:30,603 - mmaction - INFO - Epoch [185][900/940] lr: 4.000e-03, eta: 1 day, 2:04:39, time: 1.261, data_time: 0.059, memory: 9488, top1_acc: 0.6516, top5_acc: 0.8473, loss_cls: 1.4500, loss: 1.4500, grad_norm: 3.7139 2022-02-10 16:05:55,747 - mmaction - INFO - Epoch [185][920/940] lr: 4.000e-03, eta: 1 day, 2:04:09, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8385, loss_cls: 1.4561, loss: 1.4561, grad_norm: 3.6906 2022-02-10 16:06:19,745 - mmaction - INFO - Epoch [185][940/940] lr: 4.000e-03, eta: 1 day, 2:03:38, time: 1.200, data_time: 0.058, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8409, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.7945 2022-02-10 16:06:24,519 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 16:06:24,524 - mmaction - INFO - 110 BN found 2022-02-10 16:10:41,100 - mmaction - INFO - BN stats updated 2022-02-10 16:10:43,104 - mmaction - INFO - Saving checkpoint at 185 epochs 2022-02-10 16:14:33,334 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 16:14:34,032 - mmaction - INFO - top1_acc 0.6798 top5_acc 0.8772 2022-02-10 16:14:34,033 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 16:14:34,087 - mmaction - INFO - mean_acc 0.6797 2022-02-10 16:14:34,095 - mmaction - INFO - Epoch(val) [185][78] top1_acc: 0.6798, top5_acc: 0.8772, mean_class_accuracy: 0.6797 2022-02-10 16:17:32,379 - mmaction - INFO - Epoch [186][20/940] lr: 4.000e-03, eta: 1 day, 2:04:35, time: 8.912, data_time: 7.773, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8410, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.7016 2022-02-10 16:17:55,825 - mmaction - INFO - Epoch [186][40/940] lr: 4.000e-03, eta: 1 day, 2:04:05, time: 1.172, data_time: 0.050, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8402, loss_cls: 1.4731, loss: 1.4731, grad_norm: 3.7583 2022-02-10 16:18:19,307 - mmaction - INFO - Epoch [186][60/940] lr: 4.000e-03, eta: 1 day, 2:03:34, time: 1.174, data_time: 0.044, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4753, loss: 1.4753, grad_norm: 3.7762 2022-02-10 16:18:43,004 - mmaction - INFO - Epoch [186][80/940] lr: 4.000e-03, eta: 1 day, 2:03:03, time: 1.185, data_time: 0.047, memory: 9488, top1_acc: 0.6396, top5_acc: 0.8326, loss_cls: 1.5178, loss: 1.5178, grad_norm: 3.7799 2022-02-10 16:19:07,065 - mmaction - INFO - Epoch [186][100/940] lr: 4.000e-03, eta: 1 day, 2:02:33, time: 1.203, data_time: 0.050, memory: 9488, top1_acc: 0.6330, top5_acc: 0.8354, loss_cls: 1.5223, loss: 1.5223, grad_norm: 3.8042 2022-02-10 16:19:31,270 - mmaction - INFO - Epoch [186][120/940] lr: 4.000e-03, eta: 1 day, 2:02:02, time: 1.210, data_time: 0.047, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8369, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.7576 2022-02-10 16:19:55,547 - mmaction - INFO - Epoch [186][140/940] lr: 4.000e-03, eta: 1 day, 2:01:32, time: 1.214, data_time: 0.049, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4593, loss: 1.4593, grad_norm: 3.7045 2022-02-10 16:20:20,087 - mmaction - INFO - Epoch [186][160/940] lr: 4.000e-03, eta: 1 day, 2:01:02, time: 1.227, data_time: 0.054, memory: 9488, top1_acc: 0.6504, top5_acc: 0.8348, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.7578 2022-02-10 16:20:44,795 - mmaction - INFO - Epoch [186][180/940] lr: 4.000e-03, eta: 1 day, 2:00:32, time: 1.235, data_time: 0.052, memory: 9488, top1_acc: 0.6379, top5_acc: 0.8301, loss_cls: 1.5234, loss: 1.5234, grad_norm: 3.7654 2022-02-10 16:21:09,352 - mmaction - INFO - Epoch [186][200/940] lr: 4.000e-03, eta: 1 day, 2:00:02, time: 1.228, data_time: 0.054, memory: 9488, top1_acc: 0.6434, top5_acc: 0.8426, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.7488 2022-02-10 16:21:34,070 - mmaction - INFO - Epoch [186][220/940] lr: 4.000e-03, eta: 1 day, 1:59:32, time: 1.236, data_time: 0.047, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8420, loss_cls: 1.4444, loss: 1.4444, grad_norm: 3.7783 2022-02-10 16:21:58,861 - mmaction - INFO - Epoch [186][240/940] lr: 4.000e-03, eta: 1 day, 1:59:02, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.6391, top5_acc: 0.8379, loss_cls: 1.5124, loss: 1.5124, grad_norm: 3.7860 2022-02-10 16:22:23,770 - mmaction - INFO - Epoch [186][260/940] lr: 4.000e-03, eta: 1 day, 1:58:32, time: 1.246, data_time: 0.052, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8355, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.7520 2022-02-10 16:22:48,679 - mmaction - INFO - Epoch [186][280/940] lr: 4.000e-03, eta: 1 day, 1:58:02, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.6432, top5_acc: 0.8406, loss_cls: 1.4749, loss: 1.4749, grad_norm: 3.7721 2022-02-10 16:23:13,584 - mmaction - INFO - Epoch [186][300/940] lr: 4.000e-03, eta: 1 day, 1:57:32, time: 1.245, data_time: 0.057, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8340, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.7376 2022-02-10 16:23:38,287 - mmaction - INFO - Epoch [186][320/940] lr: 4.000e-03, eta: 1 day, 1:57:02, time: 1.236, data_time: 0.054, memory: 9488, top1_acc: 0.6559, top5_acc: 0.8467, loss_cls: 1.4347, loss: 1.4347, grad_norm: 3.6829 2022-02-10 16:24:03,194 - mmaction - INFO - Epoch [186][340/940] lr: 4.000e-03, eta: 1 day, 1:56:32, time: 1.245, data_time: 0.056, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8410, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.6878 2022-02-10 16:24:28,012 - mmaction - INFO - Epoch [186][360/940] lr: 4.000e-03, eta: 1 day, 1:56:02, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8363, loss_cls: 1.4770, loss: 1.4770, grad_norm: 3.7411 2022-02-10 16:24:52,985 - mmaction - INFO - Epoch [186][380/940] lr: 4.000e-03, eta: 1 day, 1:55:32, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8473, loss_cls: 1.4328, loss: 1.4328, grad_norm: 3.7227 2022-02-10 16:25:17,783 - mmaction - INFO - Epoch [186][400/940] lr: 4.000e-03, eta: 1 day, 1:55:02, time: 1.239, data_time: 0.052, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4530, loss: 1.4530, grad_norm: 3.7560 2022-02-10 16:25:42,950 - mmaction - INFO - Epoch [186][420/940] lr: 4.000e-03, eta: 1 day, 1:54:32, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8391, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.7833 2022-02-10 16:26:08,149 - mmaction - INFO - Epoch [186][440/940] lr: 4.000e-03, eta: 1 day, 1:54:02, time: 1.259, data_time: 0.059, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8465, loss_cls: 1.4395, loss: 1.4395, grad_norm: 3.7078 2022-02-10 16:26:32,975 - mmaction - INFO - Epoch [186][460/940] lr: 4.000e-03, eta: 1 day, 1:53:32, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8371, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.7473 2022-02-10 16:26:57,668 - mmaction - INFO - Epoch [186][480/940] lr: 4.000e-03, eta: 1 day, 1:53:02, time: 1.235, data_time: 0.062, memory: 9488, top1_acc: 0.6404, top5_acc: 0.8340, loss_cls: 1.4881, loss: 1.4881, grad_norm: 3.7660 2022-02-10 16:27:22,661 - mmaction - INFO - Epoch [186][500/940] lr: 4.000e-03, eta: 1 day, 1:52:32, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8404, loss_cls: 1.4812, loss: 1.4812, grad_norm: 3.8138 2022-02-10 16:27:47,630 - mmaction - INFO - Epoch [186][520/940] lr: 4.000e-03, eta: 1 day, 1:52:02, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.6609, top5_acc: 0.8408, loss_cls: 1.4482, loss: 1.4482, grad_norm: 3.6953 2022-02-10 16:28:12,448 - mmaction - INFO - Epoch [186][540/940] lr: 4.000e-03, eta: 1 day, 1:51:32, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8436, loss_cls: 1.4543, loss: 1.4543, grad_norm: 3.6650 2022-02-10 16:28:37,630 - mmaction - INFO - Epoch [186][560/940] lr: 4.000e-03, eta: 1 day, 1:51:03, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8381, loss_cls: 1.4649, loss: 1.4649, grad_norm: 3.6723 2022-02-10 16:29:02,606 - mmaction - INFO - Epoch [186][580/940] lr: 4.000e-03, eta: 1 day, 1:50:33, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6441, top5_acc: 0.8412, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.7608 2022-02-10 16:29:27,692 - mmaction - INFO - Epoch [186][600/940] lr: 4.000e-03, eta: 1 day, 1:50:03, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8412, loss_cls: 1.4497, loss: 1.4497, grad_norm: 3.7274 2022-02-10 16:29:52,778 - mmaction - INFO - Epoch [186][620/940] lr: 4.000e-03, eta: 1 day, 1:49:33, time: 1.254, data_time: 0.051, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8365, loss_cls: 1.4931, loss: 1.4931, grad_norm: 3.7471 2022-02-10 16:30:18,210 - mmaction - INFO - Epoch [186][640/940] lr: 4.000e-03, eta: 1 day, 1:49:03, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8359, loss_cls: 1.4802, loss: 1.4802, grad_norm: 3.7787 2022-02-10 16:30:43,460 - mmaction - INFO - Epoch [186][660/940] lr: 4.000e-03, eta: 1 day, 1:48:34, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8414, loss_cls: 1.4578, loss: 1.4578, grad_norm: 3.7468 2022-02-10 16:31:08,742 - mmaction - INFO - Epoch [186][680/940] lr: 4.000e-03, eta: 1 day, 1:48:04, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8375, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.7270 2022-02-10 16:31:33,861 - mmaction - INFO - Epoch [186][700/940] lr: 4.000e-03, eta: 1 day, 1:47:34, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8355, loss_cls: 1.4917, loss: 1.4917, grad_norm: 3.7970 2022-02-10 16:31:59,099 - mmaction - INFO - Epoch [186][720/940] lr: 4.000e-03, eta: 1 day, 1:47:04, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6502, top5_acc: 0.8436, loss_cls: 1.4654, loss: 1.4654, grad_norm: 3.7544 2022-02-10 16:32:23,932 - mmaction - INFO - Epoch [186][740/940] lr: 4.000e-03, eta: 1 day, 1:46:35, time: 1.242, data_time: 0.054, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8400, loss_cls: 1.4626, loss: 1.4626, grad_norm: 3.7739 2022-02-10 16:32:49,318 - mmaction - INFO - Epoch [186][760/940] lr: 4.000e-03, eta: 1 day, 1:46:05, time: 1.269, data_time: 0.069, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8346, loss_cls: 1.4922, loss: 1.4922, grad_norm: 3.7946 2022-02-10 16:33:14,478 - mmaction - INFO - Epoch [186][780/940] lr: 4.000e-03, eta: 1 day, 1:45:35, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8336, loss_cls: 1.5054, loss: 1.5054, grad_norm: 3.7999 2022-02-10 16:33:39,379 - mmaction - INFO - Epoch [186][800/940] lr: 4.000e-03, eta: 1 day, 1:45:05, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.6348, top5_acc: 0.8313, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.8222 2022-02-10 16:34:04,283 - mmaction - INFO - Epoch [186][820/940] lr: 4.000e-03, eta: 1 day, 1:44:35, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.6600, top5_acc: 0.8457, loss_cls: 1.4476, loss: 1.4476, grad_norm: 3.7546 2022-02-10 16:34:29,380 - mmaction - INFO - Epoch [186][840/940] lr: 4.000e-03, eta: 1 day, 1:44:05, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8365, loss_cls: 1.4648, loss: 1.4648, grad_norm: 3.6937 2022-02-10 16:34:54,399 - mmaction - INFO - Epoch [186][860/940] lr: 4.000e-03, eta: 1 day, 1:43:36, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8406, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.7492 2022-02-10 16:35:19,470 - mmaction - INFO - Epoch [186][880/940] lr: 4.000e-03, eta: 1 day, 1:43:06, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8324, loss_cls: 1.4766, loss: 1.4766, grad_norm: 3.7226 2022-02-10 16:35:44,472 - mmaction - INFO - Epoch [186][900/940] lr: 4.000e-03, eta: 1 day, 1:42:36, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8373, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.7645 2022-02-10 16:36:09,454 - mmaction - INFO - Epoch [186][920/940] lr: 4.000e-03, eta: 1 day, 1:42:06, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8279, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.7903 2022-02-10 16:36:33,401 - mmaction - INFO - Epoch [186][940/940] lr: 4.000e-03, eta: 1 day, 1:41:36, time: 1.198, data_time: 0.063, memory: 9488, top1_acc: 0.6487, top5_acc: 0.8387, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.7655 2022-02-10 16:39:31,344 - mmaction - INFO - Epoch [187][20/940] lr: 4.000e-03, eta: 1 day, 1:42:29, time: 8.761, data_time: 6.764, memory: 9488, top1_acc: 0.6514, top5_acc: 0.8389, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.7571 2022-02-10 16:39:55,036 - mmaction - INFO - Epoch [187][40/940] lr: 4.000e-03, eta: 1 day, 1:41:59, time: 1.188, data_time: 0.058, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8414, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.7765 2022-02-10 16:40:18,823 - mmaction - INFO - Epoch [187][60/940] lr: 4.000e-03, eta: 1 day, 1:41:28, time: 1.190, data_time: 0.044, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8355, loss_cls: 1.4996, loss: 1.4996, grad_norm: 3.8076 2022-02-10 16:40:43,137 - mmaction - INFO - Epoch [187][80/940] lr: 4.000e-03, eta: 1 day, 1:40:58, time: 1.216, data_time: 0.048, memory: 9488, top1_acc: 0.6561, top5_acc: 0.8373, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.7809 2022-02-10 16:41:07,663 - mmaction - INFO - Epoch [187][100/940] lr: 4.000e-03, eta: 1 day, 1:40:28, time: 1.226, data_time: 0.056, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8375, loss_cls: 1.4835, loss: 1.4835, grad_norm: 3.8109 2022-02-10 16:41:32,427 - mmaction - INFO - Epoch [187][120/940] lr: 4.000e-03, eta: 1 day, 1:39:58, time: 1.238, data_time: 0.049, memory: 9488, top1_acc: 0.6598, top5_acc: 0.8443, loss_cls: 1.4245, loss: 1.4245, grad_norm: 3.7628 2022-02-10 16:41:57,193 - mmaction - INFO - Epoch [187][140/940] lr: 4.000e-03, eta: 1 day, 1:39:28, time: 1.238, data_time: 0.058, memory: 9488, top1_acc: 0.6645, top5_acc: 0.8445, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.6981 2022-02-10 16:42:21,990 - mmaction - INFO - Epoch [187][160/940] lr: 4.000e-03, eta: 1 day, 1:38:58, time: 1.240, data_time: 0.058, memory: 9488, top1_acc: 0.6621, top5_acc: 0.8381, loss_cls: 1.4476, loss: 1.4476, grad_norm: 3.7566 2022-02-10 16:42:46,883 - mmaction - INFO - Epoch [187][180/940] lr: 4.000e-03, eta: 1 day, 1:38:28, time: 1.245, data_time: 0.056, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8381, loss_cls: 1.4745, loss: 1.4745, grad_norm: 3.7247 2022-02-10 16:43:11,648 - mmaction - INFO - Epoch [187][200/940] lr: 4.000e-03, eta: 1 day, 1:37:58, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8311, loss_cls: 1.4883, loss: 1.4883, grad_norm: 3.7538 2022-02-10 16:43:36,545 - mmaction - INFO - Epoch [187][220/940] lr: 4.000e-03, eta: 1 day, 1:37:28, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8418, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.7378 2022-02-10 16:44:01,285 - mmaction - INFO - Epoch [187][240/940] lr: 4.000e-03, eta: 1 day, 1:36:58, time: 1.238, data_time: 0.056, memory: 9488, top1_acc: 0.6623, top5_acc: 0.8436, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.7412 2022-02-10 16:44:26,076 - mmaction - INFO - Epoch [187][260/940] lr: 4.000e-03, eta: 1 day, 1:36:28, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8510, loss_cls: 1.4375, loss: 1.4375, grad_norm: 3.7812 2022-02-10 16:44:50,869 - mmaction - INFO - Epoch [187][280/940] lr: 4.000e-03, eta: 1 day, 1:35:58, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8354, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.7849 2022-02-10 16:45:15,685 - mmaction - INFO - Epoch [187][300/940] lr: 4.000e-03, eta: 1 day, 1:35:28, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8422, loss_cls: 1.4757, loss: 1.4757, grad_norm: 3.7712 2022-02-10 16:45:40,819 - mmaction - INFO - Epoch [187][320/940] lr: 4.000e-03, eta: 1 day, 1:34:58, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8404, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.7549 2022-02-10 16:46:06,048 - mmaction - INFO - Epoch [187][340/940] lr: 4.000e-03, eta: 1 day, 1:34:28, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8387, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.7556 2022-02-10 16:46:31,045 - mmaction - INFO - Epoch [187][360/940] lr: 4.000e-03, eta: 1 day, 1:33:59, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8404, loss_cls: 1.4658, loss: 1.4658, grad_norm: 3.7079 2022-02-10 16:46:56,343 - mmaction - INFO - Epoch [187][380/940] lr: 4.000e-03, eta: 1 day, 1:33:29, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8355, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.7713 2022-02-10 16:47:21,426 - mmaction - INFO - Epoch [187][400/940] lr: 4.000e-03, eta: 1 day, 1:32:59, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6516, top5_acc: 0.8436, loss_cls: 1.4650, loss: 1.4650, grad_norm: 3.7826 2022-02-10 16:47:46,470 - mmaction - INFO - Epoch [187][420/940] lr: 4.000e-03, eta: 1 day, 1:32:29, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6385, top5_acc: 0.8391, loss_cls: 1.4981, loss: 1.4981, grad_norm: 3.8384 2022-02-10 16:48:11,568 - mmaction - INFO - Epoch [187][440/940] lr: 4.000e-03, eta: 1 day, 1:32:00, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8395, loss_cls: 1.4822, loss: 1.4822, grad_norm: 3.7941 2022-02-10 16:48:36,496 - mmaction - INFO - Epoch [187][460/940] lr: 4.000e-03, eta: 1 day, 1:31:30, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8373, loss_cls: 1.4905, loss: 1.4905, grad_norm: 3.8077 2022-02-10 16:49:01,555 - mmaction - INFO - Epoch [187][480/940] lr: 4.000e-03, eta: 1 day, 1:31:00, time: 1.253, data_time: 0.058, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8391, loss_cls: 1.4758, loss: 1.4758, grad_norm: 3.7525 2022-02-10 16:49:26,466 - mmaction - INFO - Epoch [187][500/940] lr: 4.000e-03, eta: 1 day, 1:30:30, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8434, loss_cls: 1.4825, loss: 1.4825, grad_norm: 3.7787 2022-02-10 16:49:51,343 - mmaction - INFO - Epoch [187][520/940] lr: 4.000e-03, eta: 1 day, 1:30:00, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8473, loss_cls: 1.4602, loss: 1.4602, grad_norm: 3.7924 2022-02-10 16:50:16,433 - mmaction - INFO - Epoch [187][540/940] lr: 4.000e-03, eta: 1 day, 1:29:30, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8350, loss_cls: 1.4830, loss: 1.4830, grad_norm: 3.8706 2022-02-10 16:50:41,504 - mmaction - INFO - Epoch [187][560/940] lr: 4.000e-03, eta: 1 day, 1:29:00, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8420, loss_cls: 1.4530, loss: 1.4530, grad_norm: 3.7387 2022-02-10 16:51:06,877 - mmaction - INFO - Epoch [187][580/940] lr: 4.000e-03, eta: 1 day, 1:28:31, time: 1.268, data_time: 0.061, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8426, loss_cls: 1.4841, loss: 1.4841, grad_norm: 3.8705 2022-02-10 16:51:32,052 - mmaction - INFO - Epoch [187][600/940] lr: 4.000e-03, eta: 1 day, 1:28:01, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8357, loss_cls: 1.4859, loss: 1.4859, grad_norm: 3.7961 2022-02-10 16:51:57,335 - mmaction - INFO - Epoch [187][620/940] lr: 4.000e-03, eta: 1 day, 1:27:31, time: 1.265, data_time: 0.064, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8477, loss_cls: 1.4213, loss: 1.4213, grad_norm: 3.7198 2022-02-10 16:52:22,296 - mmaction - INFO - Epoch [187][640/940] lr: 4.000e-03, eta: 1 day, 1:27:02, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6557, top5_acc: 0.8377, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.7582 2022-02-10 16:52:47,320 - mmaction - INFO - Epoch [187][660/940] lr: 4.000e-03, eta: 1 day, 1:26:32, time: 1.251, data_time: 0.056, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8393, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.7754 2022-02-10 16:53:12,273 - mmaction - INFO - Epoch [187][680/940] lr: 4.000e-03, eta: 1 day, 1:26:02, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.6453, top5_acc: 0.8377, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.8220 2022-02-10 16:53:37,426 - mmaction - INFO - Epoch [187][700/940] lr: 4.000e-03, eta: 1 day, 1:25:32, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8414, loss_cls: 1.4433, loss: 1.4433, grad_norm: 3.7543 2022-02-10 16:54:02,583 - mmaction - INFO - Epoch [187][720/940] lr: 4.000e-03, eta: 1 day, 1:25:02, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8402, loss_cls: 1.4600, loss: 1.4600, grad_norm: 3.8067 2022-02-10 16:54:27,814 - mmaction - INFO - Epoch [187][740/940] lr: 4.000e-03, eta: 1 day, 1:24:33, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8486, loss_cls: 1.4222, loss: 1.4222, grad_norm: 3.8003 2022-02-10 16:54:52,816 - mmaction - INFO - Epoch [187][760/940] lr: 4.000e-03, eta: 1 day, 1:24:03, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8385, loss_cls: 1.4506, loss: 1.4506, grad_norm: 3.7434 2022-02-10 16:55:17,757 - mmaction - INFO - Epoch [187][780/940] lr: 4.000e-03, eta: 1 day, 1:23:33, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6346, top5_acc: 0.8256, loss_cls: 1.5383, loss: 1.5383, grad_norm: 3.8092 2022-02-10 16:55:42,890 - mmaction - INFO - Epoch [187][800/940] lr: 4.000e-03, eta: 1 day, 1:23:03, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8400, loss_cls: 1.4591, loss: 1.4591, grad_norm: 3.7700 2022-02-10 16:56:08,031 - mmaction - INFO - Epoch [187][820/940] lr: 4.000e-03, eta: 1 day, 1:22:34, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8387, loss_cls: 1.4864, loss: 1.4864, grad_norm: 3.8570 2022-02-10 16:56:32,995 - mmaction - INFO - Epoch [187][840/940] lr: 4.000e-03, eta: 1 day, 1:22:04, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6402, top5_acc: 0.8342, loss_cls: 1.5091, loss: 1.5091, grad_norm: 3.8800 2022-02-10 16:56:57,966 - mmaction - INFO - Epoch [187][860/940] lr: 4.000e-03, eta: 1 day, 1:21:34, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8359, loss_cls: 1.4868, loss: 1.4868, grad_norm: 3.8103 2022-02-10 16:57:22,968 - mmaction - INFO - Epoch [187][880/940] lr: 4.000e-03, eta: 1 day, 1:21:04, time: 1.250, data_time: 0.078, memory: 9488, top1_acc: 0.6393, top5_acc: 0.8303, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.8668 2022-02-10 16:57:48,041 - mmaction - INFO - Epoch [187][900/940] lr: 4.000e-03, eta: 1 day, 1:20:34, time: 1.254, data_time: 0.063, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8314, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.7546 2022-02-10 16:58:13,164 - mmaction - INFO - Epoch [187][920/940] lr: 4.000e-03, eta: 1 day, 1:20:05, time: 1.257, data_time: 0.062, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8314, loss_cls: 1.4876, loss: 1.4876, grad_norm: 3.6965 2022-02-10 16:58:36,629 - mmaction - INFO - Epoch [187][940/940] lr: 4.000e-03, eta: 1 day, 1:19:34, time: 1.173, data_time: 0.060, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8354, loss_cls: 1.5039, loss: 1.5039, grad_norm: 3.7909 2022-02-10 17:01:53,702 - mmaction - INFO - Epoch [188][20/940] lr: 4.000e-03, eta: 1 day, 1:20:36, time: 9.707, data_time: 7.883, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8391, loss_cls: 1.4703, loss: 1.4703, grad_norm: 3.7823 2022-02-10 17:02:17,059 - mmaction - INFO - Epoch [188][40/940] lr: 4.000e-03, eta: 1 day, 1:20:05, time: 1.168, data_time: 0.049, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8371, loss_cls: 1.4488, loss: 1.4488, grad_norm: 3.7382 2022-02-10 17:02:40,738 - mmaction - INFO - Epoch [188][60/940] lr: 4.000e-03, eta: 1 day, 1:19:35, time: 1.184, data_time: 0.046, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8391, loss_cls: 1.4611, loss: 1.4611, grad_norm: 3.8230 2022-02-10 17:03:04,528 - mmaction - INFO - Epoch [188][80/940] lr: 4.000e-03, eta: 1 day, 1:19:04, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8467, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.7348 2022-02-10 17:03:28,582 - mmaction - INFO - Epoch [188][100/940] lr: 4.000e-03, eta: 1 day, 1:18:34, time: 1.202, data_time: 0.048, memory: 9488, top1_acc: 0.6619, top5_acc: 0.8475, loss_cls: 1.4407, loss: 1.4407, grad_norm: 3.7648 2022-02-10 17:03:52,951 - mmaction - INFO - Epoch [188][120/940] lr: 4.000e-03, eta: 1 day, 1:18:04, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8379, loss_cls: 1.4699, loss: 1.4699, grad_norm: 3.7781 2022-02-10 17:04:17,365 - mmaction - INFO - Epoch [188][140/940] lr: 4.000e-03, eta: 1 day, 1:17:33, time: 1.221, data_time: 0.052, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8342, loss_cls: 1.4911, loss: 1.4911, grad_norm: 3.8717 2022-02-10 17:04:41,621 - mmaction - INFO - Epoch [188][160/940] lr: 4.000e-03, eta: 1 day, 1:17:03, time: 1.213, data_time: 0.053, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8289, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.8457 2022-02-10 17:05:06,227 - mmaction - INFO - Epoch [188][180/940] lr: 4.000e-03, eta: 1 day, 1:16:33, time: 1.230, data_time: 0.053, memory: 9488, top1_acc: 0.6648, top5_acc: 0.8449, loss_cls: 1.4273, loss: 1.4273, grad_norm: 3.7259 2022-02-10 17:05:30,713 - mmaction - INFO - Epoch [188][200/940] lr: 4.000e-03, eta: 1 day, 1:16:03, time: 1.224, data_time: 0.054, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8361, loss_cls: 1.4722, loss: 1.4722, grad_norm: 3.7921 2022-02-10 17:05:55,268 - mmaction - INFO - Epoch [188][220/940] lr: 4.000e-03, eta: 1 day, 1:15:33, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8363, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.7964 2022-02-10 17:06:19,825 - mmaction - INFO - Epoch [188][240/940] lr: 4.000e-03, eta: 1 day, 1:15:03, time: 1.228, data_time: 0.060, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8420, loss_cls: 1.4421, loss: 1.4421, grad_norm: 3.7878 2022-02-10 17:06:44,695 - mmaction - INFO - Epoch [188][260/940] lr: 4.000e-03, eta: 1 day, 1:14:33, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.6604, top5_acc: 0.8406, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.7229 2022-02-10 17:07:09,460 - mmaction - INFO - Epoch [188][280/940] lr: 4.000e-03, eta: 1 day, 1:14:03, time: 1.238, data_time: 0.059, memory: 9488, top1_acc: 0.6502, top5_acc: 0.8350, loss_cls: 1.4707, loss: 1.4707, grad_norm: 3.7630 2022-02-10 17:07:34,241 - mmaction - INFO - Epoch [188][300/940] lr: 4.000e-03, eta: 1 day, 1:13:33, time: 1.239, data_time: 0.057, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8449, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.7722 2022-02-10 17:07:59,064 - mmaction - INFO - Epoch [188][320/940] lr: 4.000e-03, eta: 1 day, 1:13:03, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8385, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.7798 2022-02-10 17:08:23,866 - mmaction - INFO - Epoch [188][340/940] lr: 4.000e-03, eta: 1 day, 1:12:33, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8424, loss_cls: 1.4513, loss: 1.4513, grad_norm: 3.7568 2022-02-10 17:08:48,848 - mmaction - INFO - Epoch [188][360/940] lr: 4.000e-03, eta: 1 day, 1:12:03, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6340, top5_acc: 0.8328, loss_cls: 1.5216, loss: 1.5216, grad_norm: 3.8299 2022-02-10 17:09:13,835 - mmaction - INFO - Epoch [188][380/940] lr: 4.000e-03, eta: 1 day, 1:11:34, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8365, loss_cls: 1.4945, loss: 1.4945, grad_norm: 3.8251 2022-02-10 17:09:38,581 - mmaction - INFO - Epoch [188][400/940] lr: 4.000e-03, eta: 1 day, 1:11:04, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8432, loss_cls: 1.4706, loss: 1.4706, grad_norm: 3.7717 2022-02-10 17:10:03,365 - mmaction - INFO - Epoch [188][420/940] lr: 4.000e-03, eta: 1 day, 1:10:34, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6383, top5_acc: 0.8291, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.8517 2022-02-10 17:10:27,977 - mmaction - INFO - Epoch [188][440/940] lr: 4.000e-03, eta: 1 day, 1:10:04, time: 1.231, data_time: 0.057, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8490, loss_cls: 1.4134, loss: 1.4134, grad_norm: 3.7180 2022-02-10 17:10:52,751 - mmaction - INFO - Epoch [188][460/940] lr: 4.000e-03, eta: 1 day, 1:09:34, time: 1.239, data_time: 0.052, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8363, loss_cls: 1.4592, loss: 1.4592, grad_norm: 3.7633 2022-02-10 17:11:17,868 - mmaction - INFO - Epoch [188][480/940] lr: 4.000e-03, eta: 1 day, 1:09:04, time: 1.255, data_time: 0.081, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8393, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.8093 2022-02-10 17:11:42,638 - mmaction - INFO - Epoch [188][500/940] lr: 4.000e-03, eta: 1 day, 1:08:34, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8418, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.7766 2022-02-10 17:12:07,700 - mmaction - INFO - Epoch [188][520/940] lr: 4.000e-03, eta: 1 day, 1:08:04, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8400, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.7954 2022-02-10 17:12:32,928 - mmaction - INFO - Epoch [188][540/940] lr: 4.000e-03, eta: 1 day, 1:07:35, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8334, loss_cls: 1.4769, loss: 1.4769, grad_norm: 3.7907 2022-02-10 17:12:58,097 - mmaction - INFO - Epoch [188][560/940] lr: 4.000e-03, eta: 1 day, 1:07:05, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4576, loss: 1.4576, grad_norm: 3.8115 2022-02-10 17:13:23,158 - mmaction - INFO - Epoch [188][580/940] lr: 4.000e-03, eta: 1 day, 1:06:35, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6578, top5_acc: 0.8439, loss_cls: 1.4340, loss: 1.4340, grad_norm: 3.8183 2022-02-10 17:13:48,098 - mmaction - INFO - Epoch [188][600/940] lr: 4.000e-03, eta: 1 day, 1:06:05, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8361, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.9515 2022-02-10 17:14:12,902 - mmaction - INFO - Epoch [188][620/940] lr: 4.000e-03, eta: 1 day, 1:05:35, time: 1.240, data_time: 0.068, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8410, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.8630 2022-02-10 17:14:38,218 - mmaction - INFO - Epoch [188][640/940] lr: 4.000e-03, eta: 1 day, 1:05:06, time: 1.267, data_time: 0.082, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8373, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.8579 2022-02-10 17:15:03,521 - mmaction - INFO - Epoch [188][660/940] lr: 4.000e-03, eta: 1 day, 1:04:36, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8428, loss_cls: 1.4588, loss: 1.4588, grad_norm: 3.7967 2022-02-10 17:15:28,627 - mmaction - INFO - Epoch [188][680/940] lr: 4.000e-03, eta: 1 day, 1:04:06, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8451, loss_cls: 1.4613, loss: 1.4613, grad_norm: 3.7956 2022-02-10 17:15:53,603 - mmaction - INFO - Epoch [188][700/940] lr: 4.000e-03, eta: 1 day, 1:03:37, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8355, loss_cls: 1.4959, loss: 1.4959, grad_norm: 3.8430 2022-02-10 17:16:19,121 - mmaction - INFO - Epoch [188][720/940] lr: 4.000e-03, eta: 1 day, 1:03:07, time: 1.275, data_time: 0.075, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8334, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.7558 2022-02-10 17:16:44,301 - mmaction - INFO - Epoch [188][740/940] lr: 4.000e-03, eta: 1 day, 1:02:37, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8314, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.8372 2022-02-10 17:17:09,515 - mmaction - INFO - Epoch [188][760/940] lr: 4.000e-03, eta: 1 day, 1:02:08, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6369, top5_acc: 0.8289, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.8418 2022-02-10 17:17:34,877 - mmaction - INFO - Epoch [188][780/940] lr: 4.000e-03, eta: 1 day, 1:01:38, time: 1.268, data_time: 0.068, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.8180 2022-02-10 17:18:00,206 - mmaction - INFO - Epoch [188][800/940] lr: 4.000e-03, eta: 1 day, 1:01:09, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8355, loss_cls: 1.4923, loss: 1.4923, grad_norm: 3.8585 2022-02-10 17:18:25,177 - mmaction - INFO - Epoch [188][820/940] lr: 4.000e-03, eta: 1 day, 1:00:39, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8355, loss_cls: 1.4807, loss: 1.4807, grad_norm: 3.7894 2022-02-10 17:18:50,488 - mmaction - INFO - Epoch [188][840/940] lr: 4.000e-03, eta: 1 day, 1:00:09, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6623, top5_acc: 0.8439, loss_cls: 1.4501, loss: 1.4501, grad_norm: 3.7820 2022-02-10 17:19:15,870 - mmaction - INFO - Epoch [188][860/940] lr: 4.000e-03, eta: 1 day, 0:59:40, time: 1.270, data_time: 0.074, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8455, loss_cls: 1.4475, loss: 1.4475, grad_norm: 3.7591 2022-02-10 17:19:41,188 - mmaction - INFO - Epoch [188][880/940] lr: 4.000e-03, eta: 1 day, 0:59:10, time: 1.265, data_time: 0.079, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8434, loss_cls: 1.4599, loss: 1.4599, grad_norm: 3.7559 2022-02-10 17:20:06,373 - mmaction - INFO - Epoch [188][900/940] lr: 4.000e-03, eta: 1 day, 0:58:40, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8387, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.7871 2022-02-10 17:20:31,344 - mmaction - INFO - Epoch [188][920/940] lr: 4.000e-03, eta: 1 day, 0:58:10, time: 1.248, data_time: 0.075, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8357, loss_cls: 1.4991, loss: 1.4991, grad_norm: 3.8806 2022-02-10 17:20:55,419 - mmaction - INFO - Epoch [188][940/940] lr: 4.000e-03, eta: 1 day, 0:57:40, time: 1.205, data_time: 0.070, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8415, loss_cls: 1.4675, loss: 1.4675, grad_norm: 3.9227 2022-02-10 17:23:53,455 - mmaction - INFO - Epoch [189][20/940] lr: 4.000e-03, eta: 1 day, 0:58:29, time: 8.690, data_time: 7.081, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8393, loss_cls: 1.4504, loss: 1.4504, grad_norm: 3.7392 2022-02-10 17:24:17,035 - mmaction - INFO - Epoch [189][40/940] lr: 4.000e-03, eta: 1 day, 0:57:59, time: 1.179, data_time: 0.050, memory: 9488, top1_acc: 0.6619, top5_acc: 0.8443, loss_cls: 1.4214, loss: 1.4214, grad_norm: 3.7227 2022-02-10 17:24:40,894 - mmaction - INFO - Epoch [189][60/940] lr: 4.000e-03, eta: 1 day, 0:57:28, time: 1.192, data_time: 0.046, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8406, loss_cls: 1.4748, loss: 1.4748, grad_norm: 3.8132 2022-02-10 17:25:05,226 - mmaction - INFO - Epoch [189][80/940] lr: 4.000e-03, eta: 1 day, 0:56:58, time: 1.217, data_time: 0.054, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8408, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.7592 2022-02-10 17:25:29,641 - mmaction - INFO - Epoch [189][100/940] lr: 4.000e-03, eta: 1 day, 0:56:28, time: 1.221, data_time: 0.052, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8426, loss_cls: 1.4467, loss: 1.4467, grad_norm: 3.8223 2022-02-10 17:25:54,148 - mmaction - INFO - Epoch [189][120/940] lr: 4.000e-03, eta: 1 day, 0:55:58, time: 1.226, data_time: 0.058, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8406, loss_cls: 1.4462, loss: 1.4462, grad_norm: 3.8255 2022-02-10 17:26:18,883 - mmaction - INFO - Epoch [189][140/940] lr: 4.000e-03, eta: 1 day, 0:55:28, time: 1.236, data_time: 0.059, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8373, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.7691 2022-02-10 17:26:43,855 - mmaction - INFO - Epoch [189][160/940] lr: 4.000e-03, eta: 1 day, 0:54:58, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4848, loss: 1.4848, grad_norm: 3.8524 2022-02-10 17:27:08,868 - mmaction - INFO - Epoch [189][180/940] lr: 4.000e-03, eta: 1 day, 0:54:29, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8416, loss_cls: 1.4546, loss: 1.4546, grad_norm: 3.8611 2022-02-10 17:27:33,653 - mmaction - INFO - Epoch [189][200/940] lr: 4.000e-03, eta: 1 day, 0:53:59, time: 1.239, data_time: 0.068, memory: 9488, top1_acc: 0.6416, top5_acc: 0.8402, loss_cls: 1.4879, loss: 1.4879, grad_norm: 3.9194 2022-02-10 17:27:58,662 - mmaction - INFO - Epoch [189][220/940] lr: 4.000e-03, eta: 1 day, 0:53:29, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8447, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.8320 2022-02-10 17:28:23,839 - mmaction - INFO - Epoch [189][240/940] lr: 4.000e-03, eta: 1 day, 0:52:59, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8381, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.8753 2022-02-10 17:28:48,785 - mmaction - INFO - Epoch [189][260/940] lr: 4.000e-03, eta: 1 day, 0:52:29, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.9152 2022-02-10 17:29:13,808 - mmaction - INFO - Epoch [189][280/940] lr: 4.000e-03, eta: 1 day, 0:52:00, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8416, loss_cls: 1.4456, loss: 1.4456, grad_norm: 3.7364 2022-02-10 17:29:38,904 - mmaction - INFO - Epoch [189][300/940] lr: 4.000e-03, eta: 1 day, 0:51:30, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8379, loss_cls: 1.4480, loss: 1.4480, grad_norm: 3.7754 2022-02-10 17:30:03,838 - mmaction - INFO - Epoch [189][320/940] lr: 4.000e-03, eta: 1 day, 0:51:00, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8379, loss_cls: 1.4809, loss: 1.4809, grad_norm: 3.8601 2022-02-10 17:30:28,717 - mmaction - INFO - Epoch [189][340/940] lr: 4.000e-03, eta: 1 day, 0:50:30, time: 1.243, data_time: 0.069, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8381, loss_cls: 1.4766, loss: 1.4766, grad_norm: 3.8592 2022-02-10 17:30:53,666 - mmaction - INFO - Epoch [189][360/940] lr: 4.000e-03, eta: 1 day, 0:50:00, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8492, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.7734 2022-02-10 17:31:18,837 - mmaction - INFO - Epoch [189][380/940] lr: 4.000e-03, eta: 1 day, 0:49:31, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4799, loss: 1.4799, grad_norm: 3.8630 2022-02-10 17:31:43,989 - mmaction - INFO - Epoch [189][400/940] lr: 4.000e-03, eta: 1 day, 0:49:01, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8414, loss_cls: 1.4599, loss: 1.4599, grad_norm: 3.8506 2022-02-10 17:32:09,186 - mmaction - INFO - Epoch [189][420/940] lr: 4.000e-03, eta: 1 day, 0:48:31, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8408, loss_cls: 1.4880, loss: 1.4880, grad_norm: 3.8372 2022-02-10 17:32:34,311 - mmaction - INFO - Epoch [189][440/940] lr: 4.000e-03, eta: 1 day, 0:48:02, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8369, loss_cls: 1.4846, loss: 1.4846, grad_norm: 3.8239 2022-02-10 17:32:59,578 - mmaction - INFO - Epoch [189][460/940] lr: 4.000e-03, eta: 1 day, 0:47:32, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8447, loss_cls: 1.4427, loss: 1.4427, grad_norm: 3.8718 2022-02-10 17:33:24,780 - mmaction - INFO - Epoch [189][480/940] lr: 4.000e-03, eta: 1 day, 0:47:02, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8381, loss_cls: 1.4749, loss: 1.4749, grad_norm: 3.7930 2022-02-10 17:33:49,877 - mmaction - INFO - Epoch [189][500/940] lr: 4.000e-03, eta: 1 day, 0:46:33, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6637, top5_acc: 0.8359, loss_cls: 1.4511, loss: 1.4511, grad_norm: 3.8203 2022-02-10 17:34:14,943 - mmaction - INFO - Epoch [189][520/940] lr: 4.000e-03, eta: 1 day, 0:46:03, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8393, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.8387 2022-02-10 17:34:40,274 - mmaction - INFO - Epoch [189][540/940] lr: 4.000e-03, eta: 1 day, 0:45:33, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8410, loss_cls: 1.4473, loss: 1.4473, grad_norm: 3.8574 2022-02-10 17:35:05,545 - mmaction - INFO - Epoch [189][560/940] lr: 4.000e-03, eta: 1 day, 0:45:04, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8373, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.8927 2022-02-10 17:35:30,813 - mmaction - INFO - Epoch [189][580/940] lr: 4.000e-03, eta: 1 day, 0:44:34, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8412, loss_cls: 1.4419, loss: 1.4419, grad_norm: 3.8089 2022-02-10 17:35:55,811 - mmaction - INFO - Epoch [189][600/940] lr: 4.000e-03, eta: 1 day, 0:44:04, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8354, loss_cls: 1.4774, loss: 1.4774, grad_norm: 3.8847 2022-02-10 17:36:21,056 - mmaction - INFO - Epoch [189][620/940] lr: 4.000e-03, eta: 1 day, 0:43:35, time: 1.261, data_time: 0.057, memory: 9488, top1_acc: 0.6418, top5_acc: 0.8363, loss_cls: 1.4797, loss: 1.4797, grad_norm: 3.8434 2022-02-10 17:36:46,237 - mmaction - INFO - Epoch [189][640/940] lr: 4.000e-03, eta: 1 day, 0:43:05, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8424, loss_cls: 1.4365, loss: 1.4365, grad_norm: 3.7878 2022-02-10 17:37:11,671 - mmaction - INFO - Epoch [189][660/940] lr: 4.000e-03, eta: 1 day, 0:42:35, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8408, loss_cls: 1.4641, loss: 1.4641, grad_norm: 3.8505 2022-02-10 17:37:36,876 - mmaction - INFO - Epoch [189][680/940] lr: 4.000e-03, eta: 1 day, 0:42:06, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8344, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.9030 2022-02-10 17:38:02,033 - mmaction - INFO - Epoch [189][700/940] lr: 4.000e-03, eta: 1 day, 0:41:36, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8387, loss_cls: 1.4835, loss: 1.4835, grad_norm: 3.8865 2022-02-10 17:38:27,436 - mmaction - INFO - Epoch [189][720/940] lr: 4.000e-03, eta: 1 day, 0:41:07, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8369, loss_cls: 1.4802, loss: 1.4802, grad_norm: 3.8573 2022-02-10 17:38:52,790 - mmaction - INFO - Epoch [189][740/940] lr: 4.000e-03, eta: 1 day, 0:40:37, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8385, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.8308 2022-02-10 17:39:17,966 - mmaction - INFO - Epoch [189][760/940] lr: 4.000e-03, eta: 1 day, 0:40:07, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8428, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.8760 2022-02-10 17:39:43,125 - mmaction - INFO - Epoch [189][780/940] lr: 4.000e-03, eta: 1 day, 0:39:38, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.8779 2022-02-10 17:40:08,491 - mmaction - INFO - Epoch [189][800/940] lr: 4.000e-03, eta: 1 day, 0:39:08, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8408, loss_cls: 1.4765, loss: 1.4765, grad_norm: 3.8330 2022-02-10 17:40:33,715 - mmaction - INFO - Epoch [189][820/940] lr: 4.000e-03, eta: 1 day, 0:38:39, time: 1.261, data_time: 0.077, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8385, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.8376 2022-02-10 17:40:59,185 - mmaction - INFO - Epoch [189][840/940] lr: 4.000e-03, eta: 1 day, 0:38:09, time: 1.273, data_time: 0.083, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8355, loss_cls: 1.4990, loss: 1.4990, grad_norm: 3.8550 2022-02-10 17:41:24,343 - mmaction - INFO - Epoch [189][860/940] lr: 4.000e-03, eta: 1 day, 0:37:39, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8367, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.8850 2022-02-10 17:41:49,593 - mmaction - INFO - Epoch [189][880/940] lr: 4.000e-03, eta: 1 day, 0:37:10, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8393, loss_cls: 1.4847, loss: 1.4847, grad_norm: 3.8122 2022-02-10 17:42:15,116 - mmaction - INFO - Epoch [189][900/940] lr: 4.000e-03, eta: 1 day, 0:36:40, time: 1.276, data_time: 0.070, memory: 9488, top1_acc: 0.6414, top5_acc: 0.8369, loss_cls: 1.5023, loss: 1.5023, grad_norm: 3.9077 2022-02-10 17:42:40,091 - mmaction - INFO - Epoch [189][920/940] lr: 4.000e-03, eta: 1 day, 0:36:11, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6463, top5_acc: 0.8377, loss_cls: 1.4781, loss: 1.4781, grad_norm: 3.8387 2022-02-10 17:43:03,863 - mmaction - INFO - Epoch [189][940/940] lr: 4.000e-03, eta: 1 day, 0:35:40, time: 1.188, data_time: 0.065, memory: 9488, top1_acc: 0.6388, top5_acc: 0.8411, loss_cls: 1.4852, loss: 1.4852, grad_norm: 3.8524 2022-02-10 17:45:50,997 - mmaction - INFO - Epoch [190][20/940] lr: 4.000e-03, eta: 1 day, 0:36:23, time: 8.198, data_time: 6.471, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8482, loss_cls: 1.4181, loss: 1.4181, grad_norm: 3.7886 2022-02-10 17:46:14,541 - mmaction - INFO - Epoch [190][40/940] lr: 4.000e-03, eta: 1 day, 0:35:52, time: 1.178, data_time: 0.052, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8369, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.8448 2022-02-10 17:46:38,209 - mmaction - INFO - Epoch [190][60/940] lr: 4.000e-03, eta: 1 day, 0:35:22, time: 1.183, data_time: 0.044, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8328, loss_cls: 1.5134, loss: 1.5134, grad_norm: 3.8874 2022-02-10 17:47:01,945 - mmaction - INFO - Epoch [190][80/940] lr: 4.000e-03, eta: 1 day, 0:34:51, time: 1.187, data_time: 0.050, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8441, loss_cls: 1.4369, loss: 1.4369, grad_norm: 3.8075 2022-02-10 17:47:26,121 - mmaction - INFO - Epoch [190][100/940] lr: 4.000e-03, eta: 1 day, 0:34:21, time: 1.209, data_time: 0.048, memory: 9488, top1_acc: 0.6596, top5_acc: 0.8383, loss_cls: 1.4671, loss: 1.4671, grad_norm: 3.8813 2022-02-10 17:47:50,308 - mmaction - INFO - Epoch [190][120/940] lr: 4.000e-03, eta: 1 day, 0:33:51, time: 1.209, data_time: 0.055, memory: 9488, top1_acc: 0.6670, top5_acc: 0.8482, loss_cls: 1.3929, loss: 1.3929, grad_norm: 3.7631 2022-02-10 17:48:15,153 - mmaction - INFO - Epoch [190][140/940] lr: 4.000e-03, eta: 1 day, 0:33:21, time: 1.242, data_time: 0.057, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8346, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.9257 2022-02-10 17:48:40,133 - mmaction - INFO - Epoch [190][160/940] lr: 4.000e-03, eta: 1 day, 0:32:51, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6617, top5_acc: 0.8434, loss_cls: 1.4446, loss: 1.4446, grad_norm: 3.8454 2022-02-10 17:49:04,971 - mmaction - INFO - Epoch [190][180/940] lr: 4.000e-03, eta: 1 day, 0:32:21, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8355, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.8910 2022-02-10 17:49:30,088 - mmaction - INFO - Epoch [190][200/940] lr: 4.000e-03, eta: 1 day, 0:31:52, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8449, loss_cls: 1.4517, loss: 1.4517, grad_norm: 3.8920 2022-02-10 17:49:54,929 - mmaction - INFO - Epoch [190][220/940] lr: 4.000e-03, eta: 1 day, 0:31:22, time: 1.242, data_time: 0.063, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8418, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.9161 2022-02-10 17:50:20,031 - mmaction - INFO - Epoch [190][240/940] lr: 4.000e-03, eta: 1 day, 0:30:52, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8424, loss_cls: 1.4440, loss: 1.4440, grad_norm: 3.8513 2022-02-10 17:50:44,936 - mmaction - INFO - Epoch [190][260/940] lr: 4.000e-03, eta: 1 day, 0:30:22, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.6607, top5_acc: 0.8457, loss_cls: 1.4511, loss: 1.4511, grad_norm: 3.9225 2022-02-10 17:51:09,858 - mmaction - INFO - Epoch [190][280/940] lr: 4.000e-03, eta: 1 day, 0:29:53, time: 1.246, data_time: 0.060, memory: 9488, top1_acc: 0.6473, top5_acc: 0.8355, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.9059 2022-02-10 17:51:35,031 - mmaction - INFO - Epoch [190][300/940] lr: 4.000e-03, eta: 1 day, 0:29:23, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6578, top5_acc: 0.8473, loss_cls: 1.4347, loss: 1.4347, grad_norm: 3.8776 2022-02-10 17:52:00,050 - mmaction - INFO - Epoch [190][320/940] lr: 4.000e-03, eta: 1 day, 0:28:53, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.9852 2022-02-10 17:52:25,017 - mmaction - INFO - Epoch [190][340/940] lr: 4.000e-03, eta: 1 day, 0:28:23, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4423, loss: 1.4423, grad_norm: 3.8544 2022-02-10 17:52:50,316 - mmaction - INFO - Epoch [190][360/940] lr: 4.000e-03, eta: 1 day, 0:27:54, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6428, top5_acc: 0.8441, loss_cls: 1.4855, loss: 1.4855, grad_norm: 3.8901 2022-02-10 17:53:15,215 - mmaction - INFO - Epoch [190][380/940] lr: 4.000e-03, eta: 1 day, 0:27:24, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.6455, top5_acc: 0.8375, loss_cls: 1.4913, loss: 1.4913, grad_norm: 3.8622 2022-02-10 17:53:40,399 - mmaction - INFO - Epoch [190][400/940] lr: 4.000e-03, eta: 1 day, 0:26:54, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8430, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.8667 2022-02-10 17:54:05,340 - mmaction - INFO - Epoch [190][420/940] lr: 4.000e-03, eta: 1 day, 0:26:25, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8363, loss_cls: 1.4841, loss: 1.4841, grad_norm: 3.9467 2022-02-10 17:54:30,611 - mmaction - INFO - Epoch [190][440/940] lr: 4.000e-03, eta: 1 day, 0:25:55, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8385, loss_cls: 1.4610, loss: 1.4610, grad_norm: 3.9062 2022-02-10 17:54:55,646 - mmaction - INFO - Epoch [190][460/940] lr: 4.000e-03, eta: 1 day, 0:25:25, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8361, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.8341 2022-02-10 17:55:20,751 - mmaction - INFO - Epoch [190][480/940] lr: 4.000e-03, eta: 1 day, 0:24:56, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8418, loss_cls: 1.4540, loss: 1.4540, grad_norm: 3.8582 2022-02-10 17:55:45,680 - mmaction - INFO - Epoch [190][500/940] lr: 4.000e-03, eta: 1 day, 0:24:26, time: 1.247, data_time: 0.067, memory: 9488, top1_acc: 0.6412, top5_acc: 0.8432, loss_cls: 1.4635, loss: 1.4635, grad_norm: 3.8304 2022-02-10 17:56:10,758 - mmaction - INFO - Epoch [190][520/940] lr: 4.000e-03, eta: 1 day, 0:23:56, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8416, loss_cls: 1.4572, loss: 1.4572, grad_norm: 3.8948 2022-02-10 17:56:35,755 - mmaction - INFO - Epoch [190][540/940] lr: 4.000e-03, eta: 1 day, 0:23:26, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6582, top5_acc: 0.8424, loss_cls: 1.4607, loss: 1.4607, grad_norm: 3.8471 2022-02-10 17:57:00,890 - mmaction - INFO - Epoch [190][560/940] lr: 4.000e-03, eta: 1 day, 0:22:57, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8463, loss_cls: 1.4237, loss: 1.4237, grad_norm: 3.8312 2022-02-10 17:57:25,879 - mmaction - INFO - Epoch [190][580/940] lr: 4.000e-03, eta: 1 day, 0:22:27, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8383, loss_cls: 1.4692, loss: 1.4692, grad_norm: 3.8785 2022-02-10 17:57:50,723 - mmaction - INFO - Epoch [190][600/940] lr: 4.000e-03, eta: 1 day, 0:21:57, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.6457, top5_acc: 0.8352, loss_cls: 1.4957, loss: 1.4957, grad_norm: 3.9540 2022-02-10 17:58:15,701 - mmaction - INFO - Epoch [190][620/940] lr: 4.000e-03, eta: 1 day, 0:21:27, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8398, loss_cls: 1.4529, loss: 1.4529, grad_norm: 3.8462 2022-02-10 17:58:41,140 - mmaction - INFO - Epoch [190][640/940] lr: 4.000e-03, eta: 1 day, 0:20:58, time: 1.272, data_time: 0.069, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8410, loss_cls: 1.4632, loss: 1.4632, grad_norm: 3.8173 2022-02-10 17:59:06,403 - mmaction - INFO - Epoch [190][660/940] lr: 4.000e-03, eta: 1 day, 0:20:28, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8408, loss_cls: 1.4896, loss: 1.4896, grad_norm: 3.9401 2022-02-10 17:59:31,571 - mmaction - INFO - Epoch [190][680/940] lr: 4.000e-03, eta: 1 day, 0:19:59, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.9032 2022-02-10 17:59:56,767 - mmaction - INFO - Epoch [190][700/940] lr: 4.000e-03, eta: 1 day, 0:19:29, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8471, loss_cls: 1.4233, loss: 1.4233, grad_norm: 3.8532 2022-02-10 18:00:22,828 - mmaction - INFO - Epoch [190][720/940] lr: 4.000e-03, eta: 1 day, 0:19:00, time: 1.303, data_time: 0.064, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8447, loss_cls: 1.4313, loss: 1.4313, grad_norm: 3.9066 2022-02-10 18:00:48,069 - mmaction - INFO - Epoch [190][740/940] lr: 4.000e-03, eta: 1 day, 0:18:30, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8412, loss_cls: 1.4401, loss: 1.4401, grad_norm: 3.8517 2022-02-10 18:01:13,187 - mmaction - INFO - Epoch [190][760/940] lr: 4.000e-03, eta: 1 day, 0:18:01, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8393, loss_cls: 1.4634, loss: 1.4634, grad_norm: 3.8784 2022-02-10 18:01:38,213 - mmaction - INFO - Epoch [190][780/940] lr: 4.000e-03, eta: 1 day, 0:17:31, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8305, loss_cls: 1.5120, loss: 1.5120, grad_norm: 3.9110 2022-02-10 18:02:03,401 - mmaction - INFO - Epoch [190][800/940] lr: 4.000e-03, eta: 1 day, 0:17:01, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8357, loss_cls: 1.4688, loss: 1.4688, grad_norm: 3.8996 2022-02-10 18:02:28,408 - mmaction - INFO - Epoch [190][820/940] lr: 4.000e-03, eta: 1 day, 0:16:32, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8373, loss_cls: 1.4797, loss: 1.4797, grad_norm: 3.8817 2022-02-10 18:02:53,604 - mmaction - INFO - Epoch [190][840/940] lr: 4.000e-03, eta: 1 day, 0:16:02, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8369, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.8381 2022-02-10 18:03:18,641 - mmaction - INFO - Epoch [190][860/940] lr: 4.000e-03, eta: 1 day, 0:15:32, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6535, top5_acc: 0.8455, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.8931 2022-02-10 18:03:44,020 - mmaction - INFO - Epoch [190][880/940] lr: 4.000e-03, eta: 1 day, 0:15:03, time: 1.270, data_time: 0.064, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8416, loss_cls: 1.4781, loss: 1.4781, grad_norm: 3.9241 2022-02-10 18:04:09,210 - mmaction - INFO - Epoch [190][900/940] lr: 4.000e-03, eta: 1 day, 0:14:33, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6371, top5_acc: 0.8361, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.9267 2022-02-10 18:04:34,034 - mmaction - INFO - Epoch [190][920/940] lr: 4.000e-03, eta: 1 day, 0:14:04, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.8495 2022-02-10 18:04:57,844 - mmaction - INFO - Epoch [190][940/940] lr: 4.000e-03, eta: 1 day, 0:13:33, time: 1.190, data_time: 0.058, memory: 9488, top1_acc: 0.6392, top5_acc: 0.8360, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.9703 2022-02-10 18:05:01,881 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 18:05:01,886 - mmaction - INFO - 110 BN found 2022-02-10 18:09:13,441 - mmaction - INFO - BN stats updated 2022-02-10 18:09:15,445 - mmaction - INFO - Saving checkpoint at 190 epochs 2022-02-10 18:16:39,630 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 18:16:40,330 - mmaction - INFO - top1_acc 0.6823 top5_acc 0.8797 2022-02-10 18:16:40,330 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 18:16:40,360 - mmaction - INFO - mean_acc 0.6822 2022-02-10 18:16:40,361 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_180.pth was removed 2022-02-10 18:16:42,732 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_190.pth. 2022-02-10 18:16:42,732 - mmaction - INFO - Best top1_acc is 0.6823 at 190 epoch. 2022-02-10 18:16:42,741 - mmaction - INFO - Epoch(val) [190][78] top1_acc: 0.6823, top5_acc: 0.8797, mean_class_accuracy: 0.6822 2022-02-10 18:19:37,536 - mmaction - INFO - Epoch [191][20/940] lr: 4.000e-03, eta: 1 day, 0:14:19, time: 8.731, data_time: 5.816, memory: 9488, top1_acc: 0.6646, top5_acc: 0.8457, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.8015 2022-02-10 18:20:00,826 - mmaction - INFO - Epoch [191][40/940] lr: 4.000e-03, eta: 1 day, 0:13:49, time: 1.165, data_time: 0.052, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8391, loss_cls: 1.4630, loss: 1.4630, grad_norm: 3.8572 2022-02-10 18:20:24,592 - mmaction - INFO - Epoch [191][60/940] lr: 4.000e-03, eta: 1 day, 0:13:19, time: 1.188, data_time: 0.064, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8396, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.9112 2022-02-10 18:20:48,237 - mmaction - INFO - Epoch [191][80/940] lr: 4.000e-03, eta: 1 day, 0:12:48, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4924, loss: 1.4924, grad_norm: 3.9693 2022-02-10 18:21:12,036 - mmaction - INFO - Epoch [191][100/940] lr: 4.000e-03, eta: 1 day, 0:12:18, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8420, loss_cls: 1.4364, loss: 1.4364, grad_norm: 3.8438 2022-02-10 18:21:35,880 - mmaction - INFO - Epoch [191][120/940] lr: 4.000e-03, eta: 1 day, 0:11:47, time: 1.192, data_time: 0.053, memory: 9488, top1_acc: 0.6627, top5_acc: 0.8391, loss_cls: 1.4233, loss: 1.4233, grad_norm: 3.7917 2022-02-10 18:22:00,062 - mmaction - INFO - Epoch [191][140/940] lr: 4.000e-03, eta: 1 day, 0:11:17, time: 1.209, data_time: 0.063, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8365, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.8847 2022-02-10 18:22:24,190 - mmaction - INFO - Epoch [191][160/940] lr: 4.000e-03, eta: 1 day, 0:10:47, time: 1.207, data_time: 0.057, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8447, loss_cls: 1.4260, loss: 1.4260, grad_norm: 3.8499 2022-02-10 18:22:48,602 - mmaction - INFO - Epoch [191][180/940] lr: 4.000e-03, eta: 1 day, 0:10:17, time: 1.220, data_time: 0.054, memory: 9488, top1_acc: 0.6459, top5_acc: 0.8326, loss_cls: 1.5019, loss: 1.5019, grad_norm: 3.9354 2022-02-10 18:23:13,059 - mmaction - INFO - Epoch [191][200/940] lr: 4.000e-03, eta: 1 day, 0:09:47, time: 1.220, data_time: 0.056, memory: 9488, top1_acc: 0.6629, top5_acc: 0.8391, loss_cls: 1.4369, loss: 1.4369, grad_norm: 3.8218 2022-02-10 18:23:37,634 - mmaction - INFO - Epoch [191][220/940] lr: 4.000e-03, eta: 1 day, 0:09:17, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8406, loss_cls: 1.5000, loss: 1.5000, grad_norm: 3.9434 2022-02-10 18:24:02,388 - mmaction - INFO - Epoch [191][240/940] lr: 4.000e-03, eta: 1 day, 0:08:47, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8348, loss_cls: 1.4824, loss: 1.4824, grad_norm: 3.8940 2022-02-10 18:24:27,218 - mmaction - INFO - Epoch [191][260/940] lr: 4.000e-03, eta: 1 day, 0:08:18, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.6660, top5_acc: 0.8451, loss_cls: 1.4329, loss: 1.4329, grad_norm: 3.8908 2022-02-10 18:24:52,181 - mmaction - INFO - Epoch [191][280/940] lr: 4.000e-03, eta: 1 day, 0:07:48, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8486, loss_cls: 1.4406, loss: 1.4406, grad_norm: 3.9034 2022-02-10 18:25:16,624 - mmaction - INFO - Epoch [191][300/940] lr: 4.000e-03, eta: 1 day, 0:07:18, time: 1.222, data_time: 0.058, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8459, loss_cls: 1.3940, loss: 1.3940, grad_norm: 3.7571 2022-02-10 18:25:41,546 - mmaction - INFO - Epoch [191][320/940] lr: 4.000e-03, eta: 1 day, 0:06:48, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8361, loss_cls: 1.4891, loss: 1.4891, grad_norm: 3.9429 2022-02-10 18:26:06,135 - mmaction - INFO - Epoch [191][340/940] lr: 4.000e-03, eta: 1 day, 0:06:18, time: 1.229, data_time: 0.059, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8445, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.9470 2022-02-10 18:26:31,296 - mmaction - INFO - Epoch [191][360/940] lr: 4.000e-03, eta: 1 day, 0:05:49, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8484, loss_cls: 1.4252, loss: 1.4252, grad_norm: 3.8958 2022-02-10 18:26:56,068 - mmaction - INFO - Epoch [191][380/940] lr: 4.000e-03, eta: 1 day, 0:05:19, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6449, top5_acc: 0.8365, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.9745 2022-02-10 18:27:21,151 - mmaction - INFO - Epoch [191][400/940] lr: 4.000e-03, eta: 1 day, 0:04:49, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6582, top5_acc: 0.8441, loss_cls: 1.4347, loss: 1.4347, grad_norm: 3.9101 2022-02-10 18:27:46,403 - mmaction - INFO - Epoch [191][420/940] lr: 4.000e-03, eta: 1 day, 0:04:20, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6420, top5_acc: 0.8283, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.9121 2022-02-10 18:28:11,435 - mmaction - INFO - Epoch [191][440/940] lr: 4.000e-03, eta: 1 day, 0:03:50, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8404, loss_cls: 1.4710, loss: 1.4710, grad_norm: 3.9094 2022-02-10 18:28:36,638 - mmaction - INFO - Epoch [191][460/940] lr: 4.000e-03, eta: 1 day, 0:03:20, time: 1.259, data_time: 0.058, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8434, loss_cls: 1.4661, loss: 1.4661, grad_norm: 3.8852 2022-02-10 18:29:01,711 - mmaction - INFO - Epoch [191][480/940] lr: 4.000e-03, eta: 1 day, 0:02:51, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.6596, top5_acc: 0.8430, loss_cls: 1.4605, loss: 1.4605, grad_norm: 3.8545 2022-02-10 18:29:26,849 - mmaction - INFO - Epoch [191][500/940] lr: 4.000e-03, eta: 1 day, 0:02:21, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.6486, top5_acc: 0.8354, loss_cls: 1.4788, loss: 1.4788, grad_norm: 3.9101 2022-02-10 18:29:52,089 - mmaction - INFO - Epoch [191][520/940] lr: 4.000e-03, eta: 1 day, 0:01:51, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8414, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.9466 2022-02-10 18:30:17,380 - mmaction - INFO - Epoch [191][540/940] lr: 4.000e-03, eta: 1 day, 0:01:22, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6621, top5_acc: 0.8475, loss_cls: 1.4193, loss: 1.4193, grad_norm: 3.8904 2022-02-10 18:30:42,546 - mmaction - INFO - Epoch [191][560/940] lr: 4.000e-03, eta: 1 day, 0:00:52, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.9819 2022-02-10 18:31:07,917 - mmaction - INFO - Epoch [191][580/940] lr: 4.000e-03, eta: 1 day, 0:00:23, time: 1.269, data_time: 0.065, memory: 9488, top1_acc: 0.6424, top5_acc: 0.8307, loss_cls: 1.5270, loss: 1.5270, grad_norm: 3.9744 2022-02-10 18:31:33,085 - mmaction - INFO - Epoch [191][600/940] lr: 4.000e-03, eta: 23:59:53, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4623, loss: 1.4623, grad_norm: 3.9218 2022-02-10 18:31:58,348 - mmaction - INFO - Epoch [191][620/940] lr: 4.000e-03, eta: 23:59:24, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8422, loss_cls: 1.4214, loss: 1.4214, grad_norm: 3.8491 2022-02-10 18:32:23,526 - mmaction - INFO - Epoch [191][640/940] lr: 4.000e-03, eta: 23:58:54, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6602, top5_acc: 0.8439, loss_cls: 1.4224, loss: 1.4224, grad_norm: 3.8252 2022-02-10 18:32:48,834 - mmaction - INFO - Epoch [191][660/940] lr: 4.000e-03, eta: 23:58:24, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8447, loss_cls: 1.4576, loss: 1.4576, grad_norm: 3.9475 2022-02-10 18:33:14,204 - mmaction - INFO - Epoch [191][680/940] lr: 4.000e-03, eta: 23:57:55, time: 1.268, data_time: 0.076, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8404, loss_cls: 1.4706, loss: 1.4706, grad_norm: 3.8513 2022-02-10 18:33:39,578 - mmaction - INFO - Epoch [191][700/940] lr: 4.000e-03, eta: 23:57:25, time: 1.269, data_time: 0.079, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8393, loss_cls: 1.4552, loss: 1.4552, grad_norm: 3.8643 2022-02-10 18:34:04,907 - mmaction - INFO - Epoch [191][720/940] lr: 4.000e-03, eta: 23:56:56, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8348, loss_cls: 1.4856, loss: 1.4856, grad_norm: 3.9307 2022-02-10 18:34:30,398 - mmaction - INFO - Epoch [191][740/940] lr: 4.000e-03, eta: 23:56:27, time: 1.275, data_time: 0.081, memory: 9488, top1_acc: 0.6479, top5_acc: 0.8355, loss_cls: 1.4824, loss: 1.4824, grad_norm: 3.9067 2022-02-10 18:34:55,854 - mmaction - INFO - Epoch [191][760/940] lr: 4.000e-03, eta: 23:55:57, time: 1.273, data_time: 0.071, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8436, loss_cls: 1.4506, loss: 1.4506, grad_norm: 3.9319 2022-02-10 18:35:21,289 - mmaction - INFO - Epoch [191][780/940] lr: 4.000e-03, eta: 23:55:28, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8381, loss_cls: 1.4661, loss: 1.4661, grad_norm: 3.8519 2022-02-10 18:35:46,539 - mmaction - INFO - Epoch [191][800/940] lr: 4.000e-03, eta: 23:54:58, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8371, loss_cls: 1.4534, loss: 1.4534, grad_norm: 3.9535 2022-02-10 18:36:11,769 - mmaction - INFO - Epoch [191][820/940] lr: 4.000e-03, eta: 23:54:29, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6627, top5_acc: 0.8443, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.8670 2022-02-10 18:36:36,958 - mmaction - INFO - Epoch [191][840/940] lr: 4.000e-03, eta: 23:53:59, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8438, loss_cls: 1.4813, loss: 1.4813, grad_norm: 3.9341 2022-02-10 18:37:02,032 - mmaction - INFO - Epoch [191][860/940] lr: 4.000e-03, eta: 23:53:29, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6406, top5_acc: 0.8316, loss_cls: 1.5165, loss: 1.5165, grad_norm: 3.9805 2022-02-10 18:37:27,242 - mmaction - INFO - Epoch [191][880/940] lr: 4.000e-03, eta: 23:53:00, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8441, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.9068 2022-02-10 18:37:52,432 - mmaction - INFO - Epoch [191][900/940] lr: 4.000e-03, eta: 23:52:30, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6514, top5_acc: 0.8420, loss_cls: 1.4525, loss: 1.4525, grad_norm: 3.9071 2022-02-10 18:38:17,706 - mmaction - INFO - Epoch [191][920/940] lr: 4.000e-03, eta: 23:52:01, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6549, top5_acc: 0.8365, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.8125 2022-02-10 18:38:41,433 - mmaction - INFO - Epoch [191][940/940] lr: 4.000e-03, eta: 23:51:30, time: 1.186, data_time: 0.062, memory: 9488, top1_acc: 0.6522, top5_acc: 0.8346, loss_cls: 1.5001, loss: 1.5001, grad_norm: 3.8549 2022-02-10 18:41:29,360 - mmaction - INFO - Epoch [192][20/940] lr: 4.000e-03, eta: 23:52:09, time: 8.156, data_time: 6.951, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8418, loss_cls: 1.4683, loss: 1.4683, grad_norm: 3.8665 2022-02-10 18:41:52,914 - mmaction - INFO - Epoch [192][40/940] lr: 4.000e-03, eta: 23:51:39, time: 1.178, data_time: 0.052, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8400, loss_cls: 1.4359, loss: 1.4359, grad_norm: 3.8278 2022-02-10 18:42:16,724 - mmaction - INFO - Epoch [192][60/940] lr: 4.000e-03, eta: 23:51:09, time: 1.190, data_time: 0.047, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8406, loss_cls: 1.4376, loss: 1.4376, grad_norm: 3.9059 2022-02-10 18:42:40,675 - mmaction - INFO - Epoch [192][80/940] lr: 4.000e-03, eta: 23:50:38, time: 1.198, data_time: 0.046, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8373, loss_cls: 1.4679, loss: 1.4679, grad_norm: 3.9147 2022-02-10 18:43:04,950 - mmaction - INFO - Epoch [192][100/940] lr: 4.000e-03, eta: 23:50:08, time: 1.214, data_time: 0.048, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8424, loss_cls: 1.4429, loss: 1.4429, grad_norm: 3.9663 2022-02-10 18:43:29,631 - mmaction - INFO - Epoch [192][120/940] lr: 4.000e-03, eta: 23:49:38, time: 1.234, data_time: 0.064, memory: 9488, top1_acc: 0.6598, top5_acc: 0.8492, loss_cls: 1.4255, loss: 1.4255, grad_norm: 3.9111 2022-02-10 18:43:54,718 - mmaction - INFO - Epoch [192][140/940] lr: 4.000e-03, eta: 23:49:09, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8426, loss_cls: 1.4281, loss: 1.4281, grad_norm: 3.7914 2022-02-10 18:44:20,008 - mmaction - INFO - Epoch [192][160/940] lr: 4.000e-03, eta: 23:48:39, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8510, loss_cls: 1.4093, loss: 1.4093, grad_norm: 3.9198 2022-02-10 18:44:45,018 - mmaction - INFO - Epoch [192][180/940] lr: 4.000e-03, eta: 23:48:10, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8434, loss_cls: 1.4433, loss: 1.4433, grad_norm: 3.9894 2022-02-10 18:45:10,006 - mmaction - INFO - Epoch [192][200/940] lr: 4.000e-03, eta: 23:47:40, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6566, top5_acc: 0.8400, loss_cls: 1.4785, loss: 1.4785, grad_norm: 3.9760 2022-02-10 18:45:35,046 - mmaction - INFO - Epoch [192][220/940] lr: 4.000e-03, eta: 23:47:10, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8428, loss_cls: 1.4504, loss: 1.4504, grad_norm: 3.9112 2022-02-10 18:46:00,202 - mmaction - INFO - Epoch [192][240/940] lr: 4.000e-03, eta: 23:46:41, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8402, loss_cls: 1.4556, loss: 1.4556, grad_norm: 3.8890 2022-02-10 18:46:25,231 - mmaction - INFO - Epoch [192][260/940] lr: 4.000e-03, eta: 23:46:11, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8465, loss_cls: 1.4130, loss: 1.4130, grad_norm: 3.8216 2022-02-10 18:46:50,607 - mmaction - INFO - Epoch [192][280/940] lr: 4.000e-03, eta: 23:45:41, time: 1.270, data_time: 0.077, memory: 9488, top1_acc: 0.6426, top5_acc: 0.8373, loss_cls: 1.4895, loss: 1.4895, grad_norm: 3.9631 2022-02-10 18:47:15,761 - mmaction - INFO - Epoch [192][300/940] lr: 4.000e-03, eta: 23:45:12, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6484, top5_acc: 0.8428, loss_cls: 1.4521, loss: 1.4521, grad_norm: 3.9387 2022-02-10 18:47:40,775 - mmaction - INFO - Epoch [192][320/940] lr: 4.000e-03, eta: 23:44:42, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8393, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.9364 2022-02-10 18:48:05,751 - mmaction - INFO - Epoch [192][340/940] lr: 4.000e-03, eta: 23:44:13, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8361, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.9072 2022-02-10 18:48:30,996 - mmaction - INFO - Epoch [192][360/940] lr: 4.000e-03, eta: 23:43:43, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8451, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.9811 2022-02-10 18:48:56,158 - mmaction - INFO - Epoch [192][380/940] lr: 4.000e-03, eta: 23:43:13, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6535, top5_acc: 0.8467, loss_cls: 1.4559, loss: 1.4559, grad_norm: 3.9754 2022-02-10 18:49:21,112 - mmaction - INFO - Epoch [192][400/940] lr: 4.000e-03, eta: 23:42:44, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.6650, top5_acc: 0.8475, loss_cls: 1.4065, loss: 1.4065, grad_norm: 3.9652 2022-02-10 18:49:46,225 - mmaction - INFO - Epoch [192][420/940] lr: 4.000e-03, eta: 23:42:14, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8416, loss_cls: 1.4571, loss: 1.4571, grad_norm: 3.9072 2022-02-10 18:50:11,397 - mmaction - INFO - Epoch [192][440/940] lr: 4.000e-03, eta: 23:41:45, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8412, loss_cls: 1.4692, loss: 1.4692, grad_norm: 3.9152 2022-02-10 18:50:36,544 - mmaction - INFO - Epoch [192][460/940] lr: 4.000e-03, eta: 23:41:15, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8479, loss_cls: 1.4291, loss: 1.4291, grad_norm: 3.9259 2022-02-10 18:51:01,391 - mmaction - INFO - Epoch [192][480/940] lr: 4.000e-03, eta: 23:40:45, time: 1.242, data_time: 0.074, memory: 9488, top1_acc: 0.6629, top5_acc: 0.8408, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.9239 2022-02-10 18:51:26,628 - mmaction - INFO - Epoch [192][500/940] lr: 4.000e-03, eta: 23:40:16, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8400, loss_cls: 1.4802, loss: 1.4802, grad_norm: 3.9621 2022-02-10 18:51:51,586 - mmaction - INFO - Epoch [192][520/940] lr: 4.000e-03, eta: 23:39:46, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8322, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.9159 2022-02-10 18:52:16,539 - mmaction - INFO - Epoch [192][540/940] lr: 4.000e-03, eta: 23:39:16, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.9458 2022-02-10 18:52:41,441 - mmaction - INFO - Epoch [192][560/940] lr: 4.000e-03, eta: 23:38:47, time: 1.246, data_time: 0.057, memory: 9488, top1_acc: 0.6549, top5_acc: 0.8420, loss_cls: 1.4710, loss: 1.4710, grad_norm: 3.9160 2022-02-10 18:53:06,606 - mmaction - INFO - Epoch [192][580/940] lr: 4.000e-03, eta: 23:38:17, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8424, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.9203 2022-02-10 18:53:31,511 - mmaction - INFO - Epoch [192][600/940] lr: 4.000e-03, eta: 23:37:47, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6510, top5_acc: 0.8455, loss_cls: 1.4602, loss: 1.4602, grad_norm: 3.8981 2022-02-10 18:53:57,779 - mmaction - INFO - Epoch [192][620/940] lr: 4.000e-03, eta: 23:37:18, time: 1.313, data_time: 0.143, memory: 9488, top1_acc: 0.6467, top5_acc: 0.8328, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.9847 2022-02-10 18:54:22,786 - mmaction - INFO - Epoch [192][640/940] lr: 4.000e-03, eta: 23:36:49, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8439, loss_cls: 1.4664, loss: 1.4664, grad_norm: 3.9243 2022-02-10 18:54:47,918 - mmaction - INFO - Epoch [192][660/940] lr: 4.000e-03, eta: 23:36:19, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8459, loss_cls: 1.4441, loss: 1.4441, grad_norm: 3.9043 2022-02-10 18:55:12,905 - mmaction - INFO - Epoch [192][680/940] lr: 4.000e-03, eta: 23:35:49, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8371, loss_cls: 1.4873, loss: 1.4873, grad_norm: 3.8746 2022-02-10 18:55:37,963 - mmaction - INFO - Epoch [192][700/940] lr: 4.000e-03, eta: 23:35:20, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6395, top5_acc: 0.8316, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.9340 2022-02-10 18:56:02,973 - mmaction - INFO - Epoch [192][720/940] lr: 4.000e-03, eta: 23:34:50, time: 1.251, data_time: 0.063, memory: 9488, top1_acc: 0.6447, top5_acc: 0.8428, loss_cls: 1.4900, loss: 1.4900, grad_norm: 3.9747 2022-02-10 18:56:28,104 - mmaction - INFO - Epoch [192][740/940] lr: 4.000e-03, eta: 23:34:21, time: 1.256, data_time: 0.055, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8428, loss_cls: 1.4523, loss: 1.4523, grad_norm: 3.8881 2022-02-10 18:56:53,249 - mmaction - INFO - Epoch [192][760/940] lr: 4.000e-03, eta: 23:33:51, time: 1.257, data_time: 0.059, memory: 9488, top1_acc: 0.6387, top5_acc: 0.8357, loss_cls: 1.5167, loss: 1.5167, grad_norm: 4.0460 2022-02-10 18:57:18,189 - mmaction - INFO - Epoch [192][780/940] lr: 4.000e-03, eta: 23:33:21, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.6604, top5_acc: 0.8463, loss_cls: 1.4283, loss: 1.4283, grad_norm: 3.8595 2022-02-10 18:57:43,339 - mmaction - INFO - Epoch [192][800/940] lr: 4.000e-03, eta: 23:32:52, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8424, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.8571 2022-02-10 18:58:08,235 - mmaction - INFO - Epoch [192][820/940] lr: 4.000e-03, eta: 23:32:22, time: 1.245, data_time: 0.053, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8348, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.8818 2022-02-10 18:58:33,647 - mmaction - INFO - Epoch [192][840/940] lr: 4.000e-03, eta: 23:31:53, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8410, loss_cls: 1.4702, loss: 1.4702, grad_norm: 3.9594 2022-02-10 18:58:58,524 - mmaction - INFO - Epoch [192][860/940] lr: 4.000e-03, eta: 23:31:23, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.6557, top5_acc: 0.8521, loss_cls: 1.4245, loss: 1.4245, grad_norm: 3.9802 2022-02-10 18:59:23,752 - mmaction - INFO - Epoch [192][880/940] lr: 4.000e-03, eta: 23:30:54, time: 1.261, data_time: 0.058, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8338, loss_cls: 1.4909, loss: 1.4909, grad_norm: 3.9452 2022-02-10 18:59:48,978 - mmaction - INFO - Epoch [192][900/940] lr: 4.000e-03, eta: 23:30:24, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6604, top5_acc: 0.8434, loss_cls: 1.4416, loss: 1.4416, grad_norm: 3.8510 2022-02-10 19:00:14,130 - mmaction - INFO - Epoch [192][920/940] lr: 4.000e-03, eta: 23:29:54, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8369, loss_cls: 1.4809, loss: 1.4809, grad_norm: 4.0423 2022-02-10 19:00:37,840 - mmaction - INFO - Epoch [192][940/940] lr: 4.000e-03, eta: 23:29:24, time: 1.186, data_time: 0.051, memory: 9488, top1_acc: 0.6554, top5_acc: 0.8354, loss_cls: 1.4726, loss: 1.4726, grad_norm: 3.9887 2022-02-10 19:03:36,470 - mmaction - INFO - Epoch [193][20/940] lr: 4.000e-03, eta: 23:30:07, time: 8.672, data_time: 7.221, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8492, loss_cls: 1.4240, loss: 1.4240, grad_norm: 3.8667 2022-02-10 19:04:00,157 - mmaction - INFO - Epoch [193][40/940] lr: 4.000e-03, eta: 23:29:36, time: 1.184, data_time: 0.052, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8408, loss_cls: 1.4488, loss: 1.4488, grad_norm: 3.9166 2022-02-10 19:04:23,835 - mmaction - INFO - Epoch [193][60/940] lr: 4.000e-03, eta: 23:29:06, time: 1.185, data_time: 0.043, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8490, loss_cls: 1.4197, loss: 1.4197, grad_norm: 3.9248 2022-02-10 19:04:47,749 - mmaction - INFO - Epoch [193][80/940] lr: 4.000e-03, eta: 23:28:36, time: 1.195, data_time: 0.046, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8416, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.9537 2022-02-10 19:05:12,144 - mmaction - INFO - Epoch [193][100/940] lr: 4.000e-03, eta: 23:28:06, time: 1.220, data_time: 0.044, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8385, loss_cls: 1.4684, loss: 1.4684, grad_norm: 3.9951 2022-02-10 19:05:36,737 - mmaction - INFO - Epoch [193][120/940] lr: 4.000e-03, eta: 23:27:36, time: 1.230, data_time: 0.050, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4209, loss: 1.4209, grad_norm: 3.9738 2022-02-10 19:06:01,688 - mmaction - INFO - Epoch [193][140/940] lr: 4.000e-03, eta: 23:27:06, time: 1.248, data_time: 0.056, memory: 9488, top1_acc: 0.6662, top5_acc: 0.8459, loss_cls: 1.4185, loss: 1.4185, grad_norm: 3.8770 2022-02-10 19:06:26,439 - mmaction - INFO - Epoch [193][160/940] lr: 4.000e-03, eta: 23:26:37, time: 1.237, data_time: 0.052, memory: 9488, top1_acc: 0.6561, top5_acc: 0.8416, loss_cls: 1.4362, loss: 1.4362, grad_norm: 3.9076 2022-02-10 19:06:51,509 - mmaction - INFO - Epoch [193][180/940] lr: 4.000e-03, eta: 23:26:07, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8443, loss_cls: 1.4335, loss: 1.4335, grad_norm: 3.8789 2022-02-10 19:07:16,500 - mmaction - INFO - Epoch [193][200/940] lr: 4.000e-03, eta: 23:25:37, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6496, top5_acc: 0.8354, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.9643 2022-02-10 19:07:41,481 - mmaction - INFO - Epoch [193][220/940] lr: 4.000e-03, eta: 23:25:08, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8367, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.9010 2022-02-10 19:08:06,648 - mmaction - INFO - Epoch [193][240/940] lr: 4.000e-03, eta: 23:24:38, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6557, top5_acc: 0.8445, loss_cls: 1.4385, loss: 1.4385, grad_norm: 3.9422 2022-02-10 19:08:31,639 - mmaction - INFO - Epoch [193][260/940] lr: 4.000e-03, eta: 23:24:08, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6525, top5_acc: 0.8389, loss_cls: 1.4641, loss: 1.4641, grad_norm: 3.9089 2022-02-10 19:08:56,679 - mmaction - INFO - Epoch [193][280/940] lr: 4.000e-03, eta: 23:23:39, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4391, loss: 1.4391, grad_norm: 3.9073 2022-02-10 19:09:21,996 - mmaction - INFO - Epoch [193][300/940] lr: 4.000e-03, eta: 23:23:09, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8371, loss_cls: 1.4597, loss: 1.4597, grad_norm: 3.9316 2022-02-10 19:09:47,160 - mmaction - INFO - Epoch [193][320/940] lr: 4.000e-03, eta: 23:22:40, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8326, loss_cls: 1.4973, loss: 1.4973, grad_norm: 3.9362 2022-02-10 19:10:13,640 - mmaction - INFO - Epoch [193][340/940] lr: 4.000e-03, eta: 23:22:11, time: 1.324, data_time: 0.066, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.8193 2022-02-10 19:10:38,784 - mmaction - INFO - Epoch [193][360/940] lr: 4.000e-03, eta: 23:21:41, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8412, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.8917 2022-02-10 19:11:04,037 - mmaction - INFO - Epoch [193][380/940] lr: 4.000e-03, eta: 23:21:12, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4554, loss: 1.4554, grad_norm: 3.9615 2022-02-10 19:11:28,954 - mmaction - INFO - Epoch [193][400/940] lr: 4.000e-03, eta: 23:20:42, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8420, loss_cls: 1.4408, loss: 1.4408, grad_norm: 3.9581 2022-02-10 19:11:53,940 - mmaction - INFO - Epoch [193][420/940] lr: 4.000e-03, eta: 23:20:12, time: 1.248, data_time: 0.055, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8430, loss_cls: 1.4439, loss: 1.4439, grad_norm: 3.8429 2022-02-10 19:12:19,097 - mmaction - INFO - Epoch [193][440/940] lr: 4.000e-03, eta: 23:19:43, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8377, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.9215 2022-02-10 19:12:44,024 - mmaction - INFO - Epoch [193][460/940] lr: 4.000e-03, eta: 23:19:13, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8465, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.9132 2022-02-10 19:13:09,242 - mmaction - INFO - Epoch [193][480/940] lr: 4.000e-03, eta: 23:18:44, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8439, loss_cls: 1.4343, loss: 1.4343, grad_norm: 3.9494 2022-02-10 19:13:34,248 - mmaction - INFO - Epoch [193][500/940] lr: 4.000e-03, eta: 23:18:14, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8381, loss_cls: 1.4661, loss: 1.4661, grad_norm: 3.8960 2022-02-10 19:13:59,384 - mmaction - INFO - Epoch [193][520/940] lr: 4.000e-03, eta: 23:17:45, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8461, loss_cls: 1.4242, loss: 1.4242, grad_norm: 3.9055 2022-02-10 19:14:24,478 - mmaction - INFO - Epoch [193][540/940] lr: 4.000e-03, eta: 23:17:15, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6619, top5_acc: 0.8383, loss_cls: 1.4366, loss: 1.4366, grad_norm: 3.9548 2022-02-10 19:14:49,834 - mmaction - INFO - Epoch [193][560/940] lr: 4.000e-03, eta: 23:16:46, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8447, loss_cls: 1.4467, loss: 1.4467, grad_norm: 3.9453 2022-02-10 19:15:15,123 - mmaction - INFO - Epoch [193][580/940] lr: 4.000e-03, eta: 23:16:16, time: 1.264, data_time: 0.063, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8418, loss_cls: 1.4742, loss: 1.4742, grad_norm: 4.0758 2022-02-10 19:15:40,536 - mmaction - INFO - Epoch [193][600/940] lr: 4.000e-03, eta: 23:15:47, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8385, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.9793 2022-02-10 19:16:05,731 - mmaction - INFO - Epoch [193][620/940] lr: 4.000e-03, eta: 23:15:17, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8453, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.0181 2022-02-10 19:16:31,115 - mmaction - INFO - Epoch [193][640/940] lr: 4.000e-03, eta: 23:14:48, time: 1.269, data_time: 0.063, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8404, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.9761 2022-02-10 19:16:56,440 - mmaction - INFO - Epoch [193][660/940] lr: 4.000e-03, eta: 23:14:18, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6551, top5_acc: 0.8391, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.9897 2022-02-10 19:17:21,892 - mmaction - INFO - Epoch [193][680/940] lr: 4.000e-03, eta: 23:13:49, time: 1.273, data_time: 0.078, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8377, loss_cls: 1.4771, loss: 1.4771, grad_norm: 4.0105 2022-02-10 19:17:46,999 - mmaction - INFO - Epoch [193][700/940] lr: 4.000e-03, eta: 23:13:19, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4453, loss: 1.4453, grad_norm: 3.9275 2022-02-10 19:18:12,417 - mmaction - INFO - Epoch [193][720/940] lr: 4.000e-03, eta: 23:12:50, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8420, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.9463 2022-02-10 19:18:37,768 - mmaction - INFO - Epoch [193][740/940] lr: 4.000e-03, eta: 23:12:20, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8479, loss_cls: 1.4490, loss: 1.4490, grad_norm: 3.9027 2022-02-10 19:19:03,123 - mmaction - INFO - Epoch [193][760/940] lr: 4.000e-03, eta: 23:11:51, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8391, loss_cls: 1.4810, loss: 1.4810, grad_norm: 3.9950 2022-02-10 19:19:28,353 - mmaction - INFO - Epoch [193][780/940] lr: 4.000e-03, eta: 23:11:22, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.6391, top5_acc: 0.8340, loss_cls: 1.5037, loss: 1.5037, grad_norm: 4.0076 2022-02-10 19:19:53,734 - mmaction - INFO - Epoch [193][800/940] lr: 4.000e-03, eta: 23:10:52, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8422, loss_cls: 1.4533, loss: 1.4533, grad_norm: 3.9188 2022-02-10 19:20:19,125 - mmaction - INFO - Epoch [193][820/940] lr: 4.000e-03, eta: 23:10:23, time: 1.269, data_time: 0.078, memory: 9488, top1_acc: 0.6559, top5_acc: 0.8414, loss_cls: 1.4632, loss: 1.4632, grad_norm: 3.9589 2022-02-10 19:20:44,163 - mmaction - INFO - Epoch [193][840/940] lr: 4.000e-03, eta: 23:09:53, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8416, loss_cls: 1.4488, loss: 1.4488, grad_norm: 3.9570 2022-02-10 19:21:09,524 - mmaction - INFO - Epoch [193][860/940] lr: 4.000e-03, eta: 23:09:24, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8398, loss_cls: 1.4410, loss: 1.4410, grad_norm: 3.9442 2022-02-10 19:21:34,719 - mmaction - INFO - Epoch [193][880/940] lr: 4.000e-03, eta: 23:08:54, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8379, loss_cls: 1.4573, loss: 1.4573, grad_norm: 4.0546 2022-02-10 19:21:59,862 - mmaction - INFO - Epoch [193][900/940] lr: 4.000e-03, eta: 23:08:25, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6377, top5_acc: 0.8338, loss_cls: 1.5055, loss: 1.5055, grad_norm: 4.0455 2022-02-10 19:22:25,128 - mmaction - INFO - Epoch [193][920/940] lr: 4.000e-03, eta: 23:07:55, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6557, top5_acc: 0.8438, loss_cls: 1.4523, loss: 1.4523, grad_norm: 3.8733 2022-02-10 19:22:48,881 - mmaction - INFO - Epoch [193][940/940] lr: 4.000e-03, eta: 23:07:25, time: 1.188, data_time: 0.068, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8395, loss_cls: 1.4655, loss: 1.4655, grad_norm: 4.0261 2022-02-10 19:25:49,614 - mmaction - INFO - Epoch [194][20/940] lr: 4.000e-03, eta: 23:08:08, time: 8.922, data_time: 6.854, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8412, loss_cls: 1.4499, loss: 1.4499, grad_norm: 3.9614 2022-02-10 19:26:13,243 - mmaction - INFO - Epoch [194][40/940] lr: 4.000e-03, eta: 23:07:38, time: 1.181, data_time: 0.053, memory: 9488, top1_acc: 0.6646, top5_acc: 0.8457, loss_cls: 1.4427, loss: 1.4427, grad_norm: 3.9354 2022-02-10 19:26:36,896 - mmaction - INFO - Epoch [194][60/940] lr: 4.000e-03, eta: 23:07:08, time: 1.183, data_time: 0.047, memory: 9488, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3802, loss: 1.3802, grad_norm: 3.8919 2022-02-10 19:27:00,673 - mmaction - INFO - Epoch [194][80/940] lr: 4.000e-03, eta: 23:06:37, time: 1.189, data_time: 0.046, memory: 9488, top1_acc: 0.6607, top5_acc: 0.8420, loss_cls: 1.4192, loss: 1.4192, grad_norm: 3.9190 2022-02-10 19:27:25,044 - mmaction - INFO - Epoch [194][100/940] lr: 4.000e-03, eta: 23:06:07, time: 1.218, data_time: 0.064, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8418, loss_cls: 1.4521, loss: 1.4521, grad_norm: 3.9598 2022-02-10 19:27:49,289 - mmaction - INFO - Epoch [194][120/940] lr: 4.000e-03, eta: 23:05:37, time: 1.212, data_time: 0.047, memory: 9488, top1_acc: 0.6469, top5_acc: 0.8402, loss_cls: 1.4637, loss: 1.4637, grad_norm: 4.0143 2022-02-10 19:28:13,823 - mmaction - INFO - Epoch [194][140/940] lr: 4.000e-03, eta: 23:05:08, time: 1.227, data_time: 0.055, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8402, loss_cls: 1.4268, loss: 1.4268, grad_norm: 3.8672 2022-02-10 19:28:38,210 - mmaction - INFO - Epoch [194][160/940] lr: 4.000e-03, eta: 23:04:38, time: 1.219, data_time: 0.053, memory: 9488, top1_acc: 0.6553, top5_acc: 0.8363, loss_cls: 1.4827, loss: 1.4827, grad_norm: 3.9837 2022-02-10 19:29:03,074 - mmaction - INFO - Epoch [194][180/940] lr: 4.000e-03, eta: 23:04:08, time: 1.243, data_time: 0.058, memory: 9488, top1_acc: 0.6600, top5_acc: 0.8451, loss_cls: 1.4263, loss: 1.4263, grad_norm: 3.9309 2022-02-10 19:29:27,875 - mmaction - INFO - Epoch [194][200/940] lr: 4.000e-03, eta: 23:03:38, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8459, loss_cls: 1.4105, loss: 1.4105, grad_norm: 3.9331 2022-02-10 19:29:52,508 - mmaction - INFO - Epoch [194][220/940] lr: 4.000e-03, eta: 23:03:09, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8420, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.8856 2022-02-10 19:30:17,539 - mmaction - INFO - Epoch [194][240/940] lr: 4.000e-03, eta: 23:02:39, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8355, loss_cls: 1.4870, loss: 1.4870, grad_norm: 4.0077 2022-02-10 19:30:42,477 - mmaction - INFO - Epoch [194][260/940] lr: 4.000e-03, eta: 23:02:09, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8408, loss_cls: 1.4644, loss: 1.4644, grad_norm: 4.0065 2022-02-10 19:31:07,332 - mmaction - INFO - Epoch [194][280/940] lr: 4.000e-03, eta: 23:01:40, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.6600, top5_acc: 0.8418, loss_cls: 1.4540, loss: 1.4540, grad_norm: 3.9399 2022-02-10 19:31:32,310 - mmaction - INFO - Epoch [194][300/940] lr: 4.000e-03, eta: 23:01:10, time: 1.249, data_time: 0.057, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8447, loss_cls: 1.4004, loss: 1.4004, grad_norm: 3.9132 2022-02-10 19:31:57,099 - mmaction - INFO - Epoch [194][320/940] lr: 4.000e-03, eta: 23:00:40, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8482, loss_cls: 1.4353, loss: 1.4353, grad_norm: 3.9626 2022-02-10 19:32:22,141 - mmaction - INFO - Epoch [194][340/940] lr: 4.000e-03, eta: 23:00:11, time: 1.252, data_time: 0.054, memory: 9488, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4209, loss: 1.4209, grad_norm: 3.9669 2022-02-10 19:32:47,407 - mmaction - INFO - Epoch [194][360/940] lr: 4.000e-03, eta: 22:59:41, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8543, loss_cls: 1.4091, loss: 1.4091, grad_norm: 3.9305 2022-02-10 19:33:12,482 - mmaction - INFO - Epoch [194][380/940] lr: 4.000e-03, eta: 22:59:12, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.6561, top5_acc: 0.8438, loss_cls: 1.4454, loss: 1.4454, grad_norm: 4.0047 2022-02-10 19:33:37,485 - mmaction - INFO - Epoch [194][400/940] lr: 4.000e-03, eta: 22:58:42, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6535, top5_acc: 0.8344, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.9767 2022-02-10 19:34:02,365 - mmaction - INFO - Epoch [194][420/940] lr: 4.000e-03, eta: 22:58:13, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8414, loss_cls: 1.4479, loss: 1.4479, grad_norm: 3.9834 2022-02-10 19:34:27,458 - mmaction - INFO - Epoch [194][440/940] lr: 4.000e-03, eta: 22:57:43, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6498, top5_acc: 0.8445, loss_cls: 1.4531, loss: 1.4531, grad_norm: 4.0119 2022-02-10 19:34:52,706 - mmaction - INFO - Epoch [194][460/940] lr: 4.000e-03, eta: 22:57:13, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8473, loss_cls: 1.4700, loss: 1.4700, grad_norm: 3.9641 2022-02-10 19:35:18,053 - mmaction - INFO - Epoch [194][480/940] lr: 4.000e-03, eta: 22:56:44, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8387, loss_cls: 1.4612, loss: 1.4612, grad_norm: 3.9506 2022-02-10 19:35:43,267 - mmaction - INFO - Epoch [194][500/940] lr: 4.000e-03, eta: 22:56:15, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6596, top5_acc: 0.8436, loss_cls: 1.4338, loss: 1.4338, grad_norm: 3.8816 2022-02-10 19:36:08,468 - mmaction - INFO - Epoch [194][520/940] lr: 4.000e-03, eta: 22:55:45, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.6482, top5_acc: 0.8477, loss_cls: 1.4489, loss: 1.4489, grad_norm: 3.9835 2022-02-10 19:36:33,515 - mmaction - INFO - Epoch [194][540/940] lr: 4.000e-03, eta: 22:55:16, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8381, loss_cls: 1.4690, loss: 1.4690, grad_norm: 3.8958 2022-02-10 19:36:58,700 - mmaction - INFO - Epoch [194][560/940] lr: 4.000e-03, eta: 22:54:46, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8332, loss_cls: 1.4821, loss: 1.4821, grad_norm: 3.9580 2022-02-10 19:37:23,823 - mmaction - INFO - Epoch [194][580/940] lr: 4.000e-03, eta: 22:54:17, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8424, loss_cls: 1.4246, loss: 1.4246, grad_norm: 3.8689 2022-02-10 19:37:49,290 - mmaction - INFO - Epoch [194][600/940] lr: 4.000e-03, eta: 22:53:47, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.6549, top5_acc: 0.8463, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.9888 2022-02-10 19:38:14,419 - mmaction - INFO - Epoch [194][620/940] lr: 4.000e-03, eta: 22:53:18, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.9968 2022-02-10 19:38:39,748 - mmaction - INFO - Epoch [194][640/940] lr: 4.000e-03, eta: 22:52:48, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8447, loss_cls: 1.4661, loss: 1.4661, grad_norm: 4.0234 2022-02-10 19:39:05,069 - mmaction - INFO - Epoch [194][660/940] lr: 4.000e-03, eta: 22:52:19, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6590, top5_acc: 0.8449, loss_cls: 1.4438, loss: 1.4438, grad_norm: 4.0626 2022-02-10 19:39:30,316 - mmaction - INFO - Epoch [194][680/940] lr: 4.000e-03, eta: 22:51:49, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8480, loss_cls: 1.4408, loss: 1.4408, grad_norm: 4.0294 2022-02-10 19:39:55,496 - mmaction - INFO - Epoch [194][700/940] lr: 4.000e-03, eta: 22:51:20, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6674, top5_acc: 0.8502, loss_cls: 1.3899, loss: 1.3899, grad_norm: 3.9132 2022-02-10 19:40:20,767 - mmaction - INFO - Epoch [194][720/940] lr: 4.000e-03, eta: 22:50:50, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.6559, top5_acc: 0.8494, loss_cls: 1.4148, loss: 1.4148, grad_norm: 3.9869 2022-02-10 19:40:45,925 - mmaction - INFO - Epoch [194][740/940] lr: 4.000e-03, eta: 22:50:21, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4360, loss: 1.4360, grad_norm: 4.0213 2022-02-10 19:41:11,052 - mmaction - INFO - Epoch [194][760/940] lr: 4.000e-03, eta: 22:49:51, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6592, top5_acc: 0.8418, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.9542 2022-02-10 19:41:36,268 - mmaction - INFO - Epoch [194][780/940] lr: 4.000e-03, eta: 22:49:22, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6637, top5_acc: 0.8451, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.9409 2022-02-10 19:42:01,509 - mmaction - INFO - Epoch [194][800/940] lr: 4.000e-03, eta: 22:48:52, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4798, loss: 1.4798, grad_norm: 4.0869 2022-02-10 19:42:26,743 - mmaction - INFO - Epoch [194][820/940] lr: 4.000e-03, eta: 22:48:23, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8393, loss_cls: 1.4501, loss: 1.4501, grad_norm: 4.0331 2022-02-10 19:42:51,920 - mmaction - INFO - Epoch [194][840/940] lr: 4.000e-03, eta: 22:47:54, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8441, loss_cls: 1.4467, loss: 1.4467, grad_norm: 4.0556 2022-02-10 19:43:17,007 - mmaction - INFO - Epoch [194][860/940] lr: 4.000e-03, eta: 22:47:24, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8398, loss_cls: 1.4397, loss: 1.4397, grad_norm: 3.9810 2022-02-10 19:43:42,159 - mmaction - INFO - Epoch [194][880/940] lr: 4.000e-03, eta: 22:46:54, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6439, top5_acc: 0.8420, loss_cls: 1.4525, loss: 1.4525, grad_norm: 4.0268 2022-02-10 19:44:07,052 - mmaction - INFO - Epoch [194][900/940] lr: 4.000e-03, eta: 22:46:25, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4912, loss: 1.4912, grad_norm: 3.9942 2022-02-10 19:44:32,263 - mmaction - INFO - Epoch [194][920/940] lr: 4.000e-03, eta: 22:45:55, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6438, top5_acc: 0.8346, loss_cls: 1.4961, loss: 1.4961, grad_norm: 4.0363 2022-02-10 19:44:56,088 - mmaction - INFO - Epoch [194][940/940] lr: 4.000e-03, eta: 22:45:25, time: 1.192, data_time: 0.065, memory: 9488, top1_acc: 0.6532, top5_acc: 0.8352, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.0064 2022-02-10 19:48:30,842 - mmaction - INFO - Epoch [195][20/940] lr: 4.000e-03, eta: 22:46:22, time: 10.523, data_time: 7.720, memory: 9488, top1_acc: 0.6564, top5_acc: 0.8363, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.9471 2022-02-10 19:48:54,251 - mmaction - INFO - Epoch [195][40/940] lr: 4.000e-03, eta: 22:45:51, time: 1.170, data_time: 0.047, memory: 9488, top1_acc: 0.6475, top5_acc: 0.8369, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.0348 2022-02-10 19:49:17,890 - mmaction - INFO - Epoch [195][60/940] lr: 4.000e-03, eta: 22:45:21, time: 1.183, data_time: 0.042, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8445, loss_cls: 1.4396, loss: 1.4396, grad_norm: 3.9916 2022-02-10 19:49:41,647 - mmaction - INFO - Epoch [195][80/940] lr: 4.000e-03, eta: 22:44:51, time: 1.188, data_time: 0.051, memory: 9488, top1_acc: 0.6502, top5_acc: 0.8418, loss_cls: 1.4439, loss: 1.4439, grad_norm: 3.9748 2022-02-10 19:50:05,789 - mmaction - INFO - Epoch [195][100/940] lr: 4.000e-03, eta: 22:44:21, time: 1.207, data_time: 0.055, memory: 9488, top1_acc: 0.6631, top5_acc: 0.8445, loss_cls: 1.4179, loss: 1.4179, grad_norm: 3.9483 2022-02-10 19:50:30,238 - mmaction - INFO - Epoch [195][120/940] lr: 4.000e-03, eta: 22:43:51, time: 1.222, data_time: 0.060, memory: 9488, top1_acc: 0.6539, top5_acc: 0.8371, loss_cls: 1.4634, loss: 1.4634, grad_norm: 3.9831 2022-02-10 19:50:54,632 - mmaction - INFO - Epoch [195][140/940] lr: 4.000e-03, eta: 22:43:21, time: 1.220, data_time: 0.064, memory: 9488, top1_acc: 0.6461, top5_acc: 0.8285, loss_cls: 1.4960, loss: 1.4960, grad_norm: 4.0343 2022-02-10 19:51:19,312 - mmaction - INFO - Epoch [195][160/940] lr: 4.000e-03, eta: 22:42:51, time: 1.235, data_time: 0.068, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4198, loss: 1.4198, grad_norm: 3.9265 2022-02-10 19:51:44,243 - mmaction - INFO - Epoch [195][180/940] lr: 4.000e-03, eta: 22:42:22, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8410, loss_cls: 1.4485, loss: 1.4485, grad_norm: 3.9661 2022-02-10 19:52:08,975 - mmaction - INFO - Epoch [195][200/940] lr: 4.000e-03, eta: 22:41:52, time: 1.237, data_time: 0.070, memory: 9488, top1_acc: 0.6607, top5_acc: 0.8387, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.0099 2022-02-10 19:52:33,836 - mmaction - INFO - Epoch [195][220/940] lr: 4.000e-03, eta: 22:41:22, time: 1.243, data_time: 0.065, memory: 9488, top1_acc: 0.6549, top5_acc: 0.8391, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.9620 2022-02-10 19:52:58,780 - mmaction - INFO - Epoch [195][240/940] lr: 4.000e-03, eta: 22:40:53, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.6533, top5_acc: 0.8422, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.0167 2022-02-10 19:53:24,461 - mmaction - INFO - Epoch [195][260/940] lr: 4.000e-03, eta: 22:40:24, time: 1.284, data_time: 0.117, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8480, loss_cls: 1.4398, loss: 1.4398, grad_norm: 4.0390 2022-02-10 19:53:49,333 - mmaction - INFO - Epoch [195][280/940] lr: 4.000e-03, eta: 22:39:54, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.6561, top5_acc: 0.8338, loss_cls: 1.4756, loss: 1.4756, grad_norm: 4.0396 2022-02-10 19:54:14,111 - mmaction - INFO - Epoch [195][300/940] lr: 4.000e-03, eta: 22:39:24, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8449, loss_cls: 1.4353, loss: 1.4353, grad_norm: 3.9878 2022-02-10 19:54:38,920 - mmaction - INFO - Epoch [195][320/940] lr: 4.000e-03, eta: 22:38:55, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.6559, top5_acc: 0.8324, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.0334 2022-02-10 19:55:03,821 - mmaction - INFO - Epoch [195][340/940] lr: 4.000e-03, eta: 22:38:25, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.6545, top5_acc: 0.8443, loss_cls: 1.4480, loss: 1.4480, grad_norm: 3.9744 2022-02-10 19:55:28,670 - mmaction - INFO - Epoch [195][360/940] lr: 4.000e-03, eta: 22:37:55, time: 1.242, data_time: 0.054, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8424, loss_cls: 1.4530, loss: 1.4530, grad_norm: 3.9767 2022-02-10 19:55:53,597 - mmaction - INFO - Epoch [195][380/940] lr: 4.000e-03, eta: 22:37:26, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.6443, top5_acc: 0.8438, loss_cls: 1.4583, loss: 1.4583, grad_norm: 4.0488 2022-02-10 19:56:18,360 - mmaction - INFO - Epoch [195][400/940] lr: 4.000e-03, eta: 22:36:56, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4226, loss: 1.4226, grad_norm: 3.9651 2022-02-10 19:56:43,195 - mmaction - INFO - Epoch [195][420/940] lr: 4.000e-03, eta: 22:36:26, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.6537, top5_acc: 0.8371, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.9898 2022-02-10 19:57:08,122 - mmaction - INFO - Epoch [195][440/940] lr: 4.000e-03, eta: 22:35:57, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8441, loss_cls: 1.4372, loss: 1.4372, grad_norm: 3.9198 2022-02-10 19:57:33,116 - mmaction - INFO - Epoch [195][460/940] lr: 4.000e-03, eta: 22:35:27, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4742, loss: 1.4742, grad_norm: 3.9859 2022-02-10 19:57:57,735 - mmaction - INFO - Epoch [195][480/940] lr: 4.000e-03, eta: 22:34:57, time: 1.230, data_time: 0.065, memory: 9488, top1_acc: 0.6611, top5_acc: 0.8449, loss_cls: 1.4466, loss: 1.4466, grad_norm: 3.9501 2022-02-10 19:58:22,528 - mmaction - INFO - Epoch [195][500/940] lr: 4.000e-03, eta: 22:34:28, time: 1.240, data_time: 0.072, memory: 9488, top1_acc: 0.6518, top5_acc: 0.8348, loss_cls: 1.4746, loss: 1.4746, grad_norm: 4.0824 2022-02-10 19:58:47,440 - mmaction - INFO - Epoch [195][520/940] lr: 4.000e-03, eta: 22:33:58, time: 1.245, data_time: 0.073, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8463, loss_cls: 1.4319, loss: 1.4319, grad_norm: 3.9929 2022-02-10 19:59:12,426 - mmaction - INFO - Epoch [195][540/940] lr: 4.000e-03, eta: 22:33:29, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8367, loss_cls: 1.4526, loss: 1.4526, grad_norm: 4.0248 2022-02-10 19:59:37,115 - mmaction - INFO - Epoch [195][560/940] lr: 4.000e-03, eta: 22:32:59, time: 1.235, data_time: 0.061, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8510, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.9760 2022-02-10 20:00:02,447 - mmaction - INFO - Epoch [195][580/940] lr: 4.000e-03, eta: 22:32:29, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8369, loss_cls: 1.4545, loss: 1.4545, grad_norm: 4.0285 2022-02-10 20:00:28,380 - mmaction - INFO - Epoch [195][600/940] lr: 4.000e-03, eta: 22:32:00, time: 1.303, data_time: 0.076, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8459, loss_cls: 1.3966, loss: 1.3966, grad_norm: 4.0119 2022-02-10 20:00:53,506 - mmaction - INFO - Epoch [195][620/940] lr: 4.000e-03, eta: 22:31:31, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6488, top5_acc: 0.8354, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.0977 2022-02-10 20:01:18,361 - mmaction - INFO - Epoch [195][640/940] lr: 4.000e-03, eta: 22:31:01, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8426, loss_cls: 1.4481, loss: 1.4481, grad_norm: 3.9542 2022-02-10 20:01:43,197 - mmaction - INFO - Epoch [195][660/940] lr: 4.000e-03, eta: 22:30:32, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.6465, top5_acc: 0.8412, loss_cls: 1.4684, loss: 1.4684, grad_norm: 3.9491 2022-02-10 20:02:08,161 - mmaction - INFO - Epoch [195][680/940] lr: 4.000e-03, eta: 22:30:02, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6535, top5_acc: 0.8447, loss_cls: 1.4455, loss: 1.4455, grad_norm: 4.0757 2022-02-10 20:02:33,169 - mmaction - INFO - Epoch [195][700/940] lr: 4.000e-03, eta: 22:29:33, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6512, top5_acc: 0.8369, loss_cls: 1.4782, loss: 1.4782, grad_norm: 4.0720 2022-02-10 20:02:58,307 - mmaction - INFO - Epoch [195][720/940] lr: 4.000e-03, eta: 22:29:03, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.6584, top5_acc: 0.8479, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.0113 2022-02-10 20:03:23,192 - mmaction - INFO - Epoch [195][740/940] lr: 4.000e-03, eta: 22:28:33, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6492, top5_acc: 0.8387, loss_cls: 1.4751, loss: 1.4751, grad_norm: 4.0067 2022-02-10 20:03:48,027 - mmaction - INFO - Epoch [195][760/940] lr: 4.000e-03, eta: 22:28:04, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.6564, top5_acc: 0.8439, loss_cls: 1.4121, loss: 1.4121, grad_norm: 4.0059 2022-02-10 20:04:12,910 - mmaction - INFO - Epoch [195][780/940] lr: 4.000e-03, eta: 22:27:34, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4732, loss: 1.4732, grad_norm: 4.0855 2022-02-10 20:04:38,117 - mmaction - INFO - Epoch [195][800/940] lr: 4.000e-03, eta: 22:27:05, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4567, loss: 1.4567, grad_norm: 4.1012 2022-02-10 20:05:03,323 - mmaction - INFO - Epoch [195][820/940] lr: 4.000e-03, eta: 22:26:35, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8424, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.0341 2022-02-10 20:05:28,363 - mmaction - INFO - Epoch [195][840/940] lr: 4.000e-03, eta: 22:26:06, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.6480, top5_acc: 0.8449, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.0460 2022-02-10 20:05:53,507 - mmaction - INFO - Epoch [195][860/940] lr: 4.000e-03, eta: 22:25:36, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8363, loss_cls: 1.4669, loss: 1.4669, grad_norm: 4.0220 2022-02-10 20:06:18,546 - mmaction - INFO - Epoch [195][880/940] lr: 4.000e-03, eta: 22:25:07, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.6506, top5_acc: 0.8408, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.0406 2022-02-10 20:06:43,830 - mmaction - INFO - Epoch [195][900/940] lr: 4.000e-03, eta: 22:24:37, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6623, top5_acc: 0.8406, loss_cls: 1.4544, loss: 1.4544, grad_norm: 4.0370 2022-02-10 20:07:08,887 - mmaction - INFO - Epoch [195][920/940] lr: 4.000e-03, eta: 22:24:08, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.6436, top5_acc: 0.8361, loss_cls: 1.4867, loss: 1.4867, grad_norm: 4.0667 2022-02-10 20:07:32,773 - mmaction - INFO - Epoch [195][940/940] lr: 4.000e-03, eta: 22:23:38, time: 1.195, data_time: 0.066, memory: 9488, top1_acc: 0.6544, top5_acc: 0.8364, loss_cls: 1.4803, loss: 1.4803, grad_norm: 4.0658 2022-02-10 20:07:45,923 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 20:07:45,932 - mmaction - INFO - 110 BN found 2022-02-10 20:12:14,920 - mmaction - INFO - BN stats updated 2022-02-10 20:12:16,924 - mmaction - INFO - Saving checkpoint at 195 epochs 2022-02-10 20:15:42,801 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 20:15:43,502 - mmaction - INFO - top1_acc 0.6809 top5_acc 0.8797 2022-02-10 20:15:43,502 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 20:15:43,530 - mmaction - INFO - mean_acc 0.6808 2022-02-10 20:15:43,538 - mmaction - INFO - Epoch(val) [195][78] top1_acc: 0.6809, top5_acc: 0.8797, mean_class_accuracy: 0.6808 2022-02-10 20:18:10,668 - mmaction - INFO - Epoch [196][20/940] lr: 4.000e-03, eta: 22:24:04, time: 7.355, data_time: 6.173, memory: 9488, top1_acc: 0.6527, top5_acc: 0.8436, loss_cls: 1.4630, loss: 1.4630, grad_norm: 3.9713 2022-02-10 20:18:34,151 - mmaction - INFO - Epoch [196][40/940] lr: 4.000e-03, eta: 22:23:33, time: 1.174, data_time: 0.046, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8430, loss_cls: 1.4398, loss: 1.4398, grad_norm: 4.0266 2022-02-10 20:18:57,872 - mmaction - INFO - Epoch [196][60/940] lr: 4.000e-03, eta: 22:23:03, time: 1.186, data_time: 0.050, memory: 9488, top1_acc: 0.6572, top5_acc: 0.8414, loss_cls: 1.4715, loss: 1.4715, grad_norm: 4.0621 2022-02-10 20:19:21,942 - mmaction - INFO - Epoch [196][80/940] lr: 4.000e-03, eta: 22:22:33, time: 1.204, data_time: 0.053, memory: 9488, top1_acc: 0.6604, top5_acc: 0.8441, loss_cls: 1.4389, loss: 1.4389, grad_norm: 4.0533 2022-02-10 20:19:46,094 - mmaction - INFO - Epoch [196][100/940] lr: 4.000e-03, eta: 22:22:03, time: 1.208, data_time: 0.051, memory: 9488, top1_acc: 0.6531, top5_acc: 0.8428, loss_cls: 1.4601, loss: 1.4601, grad_norm: 4.0387 2022-02-10 20:20:10,449 - mmaction - INFO - Epoch [196][120/940] lr: 4.000e-03, eta: 22:21:33, time: 1.217, data_time: 0.041, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8480, loss_cls: 1.4422, loss: 1.4422, grad_norm: 4.0426 2022-02-10 20:20:34,936 - mmaction - INFO - Epoch [196][140/940] lr: 4.000e-03, eta: 22:21:04, time: 1.224, data_time: 0.046, memory: 9488, top1_acc: 0.6568, top5_acc: 0.8400, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.1347 2022-02-10 20:20:59,592 - mmaction - INFO - Epoch [196][160/940] lr: 4.000e-03, eta: 22:20:34, time: 1.233, data_time: 0.049, memory: 9488, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4287, loss: 1.4287, grad_norm: 4.0082 2022-02-10 20:21:24,362 - mmaction - INFO - Epoch [196][180/940] lr: 4.000e-03, eta: 22:20:04, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8410, loss_cls: 1.4279, loss: 1.4279, grad_norm: 3.9364 2022-02-10 20:21:48,966 - mmaction - INFO - Epoch [196][200/940] lr: 4.000e-03, eta: 22:19:35, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8439, loss_cls: 1.4110, loss: 1.4110, grad_norm: 3.9935 2022-02-10 20:22:13,918 - mmaction - INFO - Epoch [196][220/940] lr: 4.000e-03, eta: 22:19:05, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8447, loss_cls: 1.4505, loss: 1.4505, grad_norm: 4.0773 2022-02-10 20:22:38,991 - mmaction - INFO - Epoch [196][240/940] lr: 4.000e-03, eta: 22:18:36, time: 1.254, data_time: 0.056, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8486, loss_cls: 1.4104, loss: 1.4104, grad_norm: 4.0286 2022-02-10 20:23:03,965 - mmaction - INFO - Epoch [196][260/940] lr: 4.000e-03, eta: 22:18:06, time: 1.249, data_time: 0.056, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8475, loss_cls: 1.4220, loss: 1.4220, grad_norm: 3.9769 2022-02-10 20:23:28,961 - mmaction - INFO - Epoch [196][280/940] lr: 4.000e-03, eta: 22:17:36, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6576, top5_acc: 0.8438, loss_cls: 1.4290, loss: 1.4290, grad_norm: 3.9925 2022-02-10 20:23:53,690 - mmaction - INFO - Epoch [196][300/940] lr: 4.000e-03, eta: 22:17:07, time: 1.236, data_time: 0.069, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8422, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.0748 2022-02-10 20:24:18,723 - mmaction - INFO - Epoch [196][320/940] lr: 4.000e-03, eta: 22:16:37, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.6521, top5_acc: 0.8385, loss_cls: 1.4686, loss: 1.4686, grad_norm: 4.1044 2022-02-10 20:24:43,694 - mmaction - INFO - Epoch [196][340/940] lr: 4.000e-03, eta: 22:16:08, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6541, top5_acc: 0.8467, loss_cls: 1.4446, loss: 1.4446, grad_norm: 4.0025 2022-02-10 20:25:08,647 - mmaction - INFO - Epoch [196][360/940] lr: 4.000e-03, eta: 22:15:38, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8424, loss_cls: 1.4534, loss: 1.4534, grad_norm: 4.0944 2022-02-10 20:25:33,494 - mmaction - INFO - Epoch [196][380/940] lr: 4.000e-03, eta: 22:15:09, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.6578, top5_acc: 0.8400, loss_cls: 1.4433, loss: 1.4433, grad_norm: 4.0721 2022-02-10 20:25:58,942 - mmaction - INFO - Epoch [196][400/940] lr: 4.000e-03, eta: 22:14:39, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4046, loss: 1.4046, grad_norm: 3.9812 2022-02-10 20:26:24,035 - mmaction - INFO - Epoch [196][420/940] lr: 4.000e-03, eta: 22:14:10, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6523, top5_acc: 0.8379, loss_cls: 1.4583, loss: 1.4583, grad_norm: 4.0785 2022-02-10 20:26:49,274 - mmaction - INFO - Epoch [196][440/940] lr: 4.000e-03, eta: 22:13:40, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.6477, top5_acc: 0.8396, loss_cls: 1.4669, loss: 1.4669, grad_norm: 4.0510 2022-02-10 20:27:13,988 - mmaction - INFO - Epoch [196][460/940] lr: 4.000e-03, eta: 22:13:11, time: 1.236, data_time: 0.072, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8426, loss_cls: 1.4482, loss: 1.4482, grad_norm: 4.0261 2022-02-10 20:27:38,638 - mmaction - INFO - Epoch [196][480/940] lr: 4.000e-03, eta: 22:12:41, time: 1.233, data_time: 0.063, memory: 9488, top1_acc: 0.6592, top5_acc: 0.8465, loss_cls: 1.4383, loss: 1.4383, grad_norm: 4.0485 2022-02-10 20:28:03,356 - mmaction - INFO - Epoch [196][500/940] lr: 4.000e-03, eta: 22:12:11, time: 1.236, data_time: 0.065, memory: 9488, top1_acc: 0.6514, top5_acc: 0.8389, loss_cls: 1.4945, loss: 1.4945, grad_norm: 4.0337 2022-02-10 20:28:28,300 - mmaction - INFO - Epoch [196][520/940] lr: 4.000e-03, eta: 22:11:42, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4536, loss: 1.4536, grad_norm: 4.0223 2022-02-10 20:28:53,044 - mmaction - INFO - Epoch [196][540/940] lr: 4.000e-03, eta: 22:11:12, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.6574, top5_acc: 0.8439, loss_cls: 1.4400, loss: 1.4400, grad_norm: 4.0805 2022-02-10 20:29:17,709 - mmaction - INFO - Epoch [196][560/940] lr: 4.000e-03, eta: 22:10:43, time: 1.233, data_time: 0.063, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4181, loss: 1.4181, grad_norm: 4.0544 2022-02-10 20:29:42,547 - mmaction - INFO - Epoch [196][580/940] lr: 4.000e-03, eta: 22:10:13, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.6490, top5_acc: 0.8479, loss_cls: 1.4502, loss: 1.4502, grad_norm: 4.0715 2022-02-10 20:30:07,568 - mmaction - INFO - Epoch [196][600/940] lr: 4.000e-03, eta: 22:09:43, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8379, loss_cls: 1.4610, loss: 1.4610, grad_norm: 4.1033 2022-02-10 20:30:32,273 - mmaction - INFO - Epoch [196][620/940] lr: 4.000e-03, eta: 22:09:14, time: 1.235, data_time: 0.073, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8428, loss_cls: 1.4426, loss: 1.4426, grad_norm: 4.0401 2022-02-10 20:30:57,180 - mmaction - INFO - Epoch [196][640/940] lr: 4.000e-03, eta: 22:08:44, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8430, loss_cls: 1.4371, loss: 1.4371, grad_norm: 4.0524 2022-02-10 20:31:21,999 - mmaction - INFO - Epoch [196][660/940] lr: 4.000e-03, eta: 22:08:15, time: 1.241, data_time: 0.073, memory: 9488, top1_acc: 0.6520, top5_acc: 0.8404, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.0815 2022-02-10 20:31:46,917 - mmaction - INFO - Epoch [196][680/940] lr: 4.000e-03, eta: 22:07:45, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.6619, top5_acc: 0.8420, loss_cls: 1.4402, loss: 1.4402, grad_norm: 4.0293 2022-02-10 20:32:11,958 - mmaction - INFO - Epoch [196][700/940] lr: 4.000e-03, eta: 22:07:16, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8441, loss_cls: 1.4316, loss: 1.4316, grad_norm: 4.0774 2022-02-10 20:32:36,862 - mmaction - INFO - Epoch [196][720/940] lr: 4.000e-03, eta: 22:06:46, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8420, loss_cls: 1.4586, loss: 1.4586, grad_norm: 4.1354 2022-02-10 20:33:01,486 - mmaction - INFO - Epoch [196][740/940] lr: 4.000e-03, eta: 22:06:16, time: 1.231, data_time: 0.053, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4257, loss: 1.4257, grad_norm: 4.0665 2022-02-10 20:33:26,531 - mmaction - INFO - Epoch [196][760/940] lr: 4.000e-03, eta: 22:05:47, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8371, loss_cls: 1.4471, loss: 1.4471, grad_norm: 4.0224 2022-02-10 20:33:51,509 - mmaction - INFO - Epoch [196][780/940] lr: 4.000e-03, eta: 22:05:17, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8457, loss_cls: 1.4448, loss: 1.4448, grad_norm: 4.0242 2022-02-10 20:34:16,506 - mmaction - INFO - Epoch [196][800/940] lr: 4.000e-03, eta: 22:04:48, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8443, loss_cls: 1.4519, loss: 1.4519, grad_norm: 4.0147 2022-02-10 20:34:41,289 - mmaction - INFO - Epoch [196][820/940] lr: 4.000e-03, eta: 22:04:18, time: 1.239, data_time: 0.076, memory: 9488, top1_acc: 0.6564, top5_acc: 0.8373, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.0647 2022-02-10 20:35:06,241 - mmaction - INFO - Epoch [196][840/940] lr: 4.000e-03, eta: 22:03:49, time: 1.248, data_time: 0.080, memory: 9488, top1_acc: 0.6562, top5_acc: 0.8396, loss_cls: 1.4450, loss: 1.4450, grad_norm: 3.9816 2022-02-10 20:35:31,086 - mmaction - INFO - Epoch [196][860/940] lr: 4.000e-03, eta: 22:03:19, time: 1.242, data_time: 0.074, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8385, loss_cls: 1.4456, loss: 1.4456, grad_norm: 4.0256 2022-02-10 20:35:56,118 - mmaction - INFO - Epoch [196][880/940] lr: 4.000e-03, eta: 22:02:50, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6598, top5_acc: 0.8389, loss_cls: 1.4462, loss: 1.4462, grad_norm: 4.0700 2022-02-10 20:36:21,415 - mmaction - INFO - Epoch [196][900/940] lr: 4.000e-03, eta: 22:02:20, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.0736 2022-02-10 20:36:46,432 - mmaction - INFO - Epoch [196][920/940] lr: 4.000e-03, eta: 22:01:51, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6670, top5_acc: 0.8508, loss_cls: 1.4123, loss: 1.4123, grad_norm: 4.0185 2022-02-10 20:37:10,039 - mmaction - INFO - Epoch [196][940/940] lr: 4.000e-03, eta: 22:01:21, time: 1.181, data_time: 0.062, memory: 9488, top1_acc: 0.6494, top5_acc: 0.8381, loss_cls: 1.4695, loss: 1.4695, grad_norm: 4.0521 2022-02-10 20:40:47,898 - mmaction - INFO - Epoch [197][20/940] lr: 4.000e-04, eta: 22:02:14, time: 10.573, data_time: 8.485, memory: 9488, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4408, loss: 1.4408, grad_norm: 3.9421 2022-02-10 20:41:11,395 - mmaction - INFO - Epoch [197][40/940] lr: 4.000e-04, eta: 22:01:43, time: 1.175, data_time: 0.042, memory: 9488, top1_acc: 0.6547, top5_acc: 0.8404, loss_cls: 1.4458, loss: 1.4458, grad_norm: 3.9655 2022-02-10 20:41:35,102 - mmaction - INFO - Epoch [197][60/940] lr: 4.000e-04, eta: 22:01:13, time: 1.185, data_time: 0.040, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8436, loss_cls: 1.4309, loss: 1.4309, grad_norm: 3.9728 2022-02-10 20:41:59,300 - mmaction - INFO - Epoch [197][80/940] lr: 4.000e-04, eta: 22:00:43, time: 1.210, data_time: 0.045, memory: 9488, top1_acc: 0.6600, top5_acc: 0.8389, loss_cls: 1.4557, loss: 1.4557, grad_norm: 3.9174 2022-02-10 20:42:23,587 - mmaction - INFO - Epoch [197][100/940] lr: 4.000e-04, eta: 22:00:14, time: 1.214, data_time: 0.044, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8426, loss_cls: 1.4388, loss: 1.4388, grad_norm: 3.9386 2022-02-10 20:42:48,060 - mmaction - INFO - Epoch [197][120/940] lr: 4.000e-04, eta: 21:59:44, time: 1.224, data_time: 0.051, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8566, loss_cls: 1.3708, loss: 1.3708, grad_norm: 3.9326 2022-02-10 20:43:12,684 - mmaction - INFO - Epoch [197][140/940] lr: 4.000e-04, eta: 21:59:14, time: 1.230, data_time: 0.055, memory: 9488, top1_acc: 0.6662, top5_acc: 0.8488, loss_cls: 1.3986, loss: 1.3986, grad_norm: 3.9025 2022-02-10 20:43:37,475 - mmaction - INFO - Epoch [197][160/940] lr: 4.000e-04, eta: 21:58:45, time: 1.240, data_time: 0.053, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8396, loss_cls: 1.4361, loss: 1.4361, grad_norm: 3.9102 2022-02-10 20:44:02,313 - mmaction - INFO - Epoch [197][180/940] lr: 4.000e-04, eta: 21:58:15, time: 1.242, data_time: 0.056, memory: 9488, top1_acc: 0.6670, top5_acc: 0.8508, loss_cls: 1.3803, loss: 1.3803, grad_norm: 3.9291 2022-02-10 20:44:27,141 - mmaction - INFO - Epoch [197][200/940] lr: 4.000e-04, eta: 21:57:45, time: 1.242, data_time: 0.048, memory: 9488, top1_acc: 0.6543, top5_acc: 0.8484, loss_cls: 1.4038, loss: 1.4038, grad_norm: 3.9991 2022-02-10 20:44:52,370 - mmaction - INFO - Epoch [197][220/940] lr: 4.000e-04, eta: 21:57:16, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.6695, top5_acc: 0.8533, loss_cls: 1.4054, loss: 1.4054, grad_norm: 3.9816 2022-02-10 20:45:17,506 - mmaction - INFO - Epoch [197][240/940] lr: 4.000e-04, eta: 21:56:46, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6654, top5_acc: 0.8518, loss_cls: 1.4140, loss: 1.4140, grad_norm: 3.9225 2022-02-10 20:45:42,623 - mmaction - INFO - Epoch [197][260/940] lr: 4.000e-04, eta: 21:56:17, time: 1.256, data_time: 0.057, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8414, loss_cls: 1.4125, loss: 1.4125, grad_norm: 3.9693 2022-02-10 20:46:07,734 - mmaction - INFO - Epoch [197][280/940] lr: 4.000e-04, eta: 21:55:48, time: 1.256, data_time: 0.061, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8484, loss_cls: 1.3814, loss: 1.3814, grad_norm: 3.8948 2022-02-10 20:46:32,771 - mmaction - INFO - Epoch [197][300/940] lr: 4.000e-04, eta: 21:55:18, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6699, top5_acc: 0.8453, loss_cls: 1.3977, loss: 1.3977, grad_norm: 3.9077 2022-02-10 20:46:57,561 - mmaction - INFO - Epoch [197][320/940] lr: 4.000e-04, eta: 21:54:48, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.6668, top5_acc: 0.8436, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.0152 2022-02-10 20:47:22,588 - mmaction - INFO - Epoch [197][340/940] lr: 4.000e-04, eta: 21:54:19, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8521, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.9302 2022-02-10 20:47:47,810 - mmaction - INFO - Epoch [197][360/940] lr: 4.000e-04, eta: 21:53:50, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8475, loss_cls: 1.4175, loss: 1.4175, grad_norm: 3.9715 2022-02-10 20:48:13,139 - mmaction - INFO - Epoch [197][380/940] lr: 4.000e-04, eta: 21:53:20, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8543, loss_cls: 1.3814, loss: 1.3814, grad_norm: 3.9367 2022-02-10 20:48:38,389 - mmaction - INFO - Epoch [197][400/940] lr: 4.000e-04, eta: 21:52:51, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8514, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.0231 2022-02-10 20:49:03,548 - mmaction - INFO - Epoch [197][420/940] lr: 4.000e-04, eta: 21:52:21, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8424, loss_cls: 1.4346, loss: 1.4346, grad_norm: 4.0075 2022-02-10 20:49:28,444 - mmaction - INFO - Epoch [197][440/940] lr: 4.000e-04, eta: 21:51:52, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8475, loss_cls: 1.3837, loss: 1.3837, grad_norm: 3.8702 2022-02-10 20:49:53,663 - mmaction - INFO - Epoch [197][460/940] lr: 4.000e-04, eta: 21:51:22, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8436, loss_cls: 1.4259, loss: 1.4259, grad_norm: 3.9929 2022-02-10 20:50:18,907 - mmaction - INFO - Epoch [197][480/940] lr: 4.000e-04, eta: 21:50:53, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8514, loss_cls: 1.4141, loss: 1.4141, grad_norm: 4.0868 2022-02-10 20:50:43,992 - mmaction - INFO - Epoch [197][500/940] lr: 4.000e-04, eta: 21:50:24, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8488, loss_cls: 1.3897, loss: 1.3897, grad_norm: 3.9783 2022-02-10 20:51:09,001 - mmaction - INFO - Epoch [197][520/940] lr: 4.000e-04, eta: 21:49:54, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8518, loss_cls: 1.3714, loss: 1.3714, grad_norm: 3.9475 2022-02-10 20:51:34,010 - mmaction - INFO - Epoch [197][540/940] lr: 4.000e-04, eta: 21:49:25, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6619, top5_acc: 0.8451, loss_cls: 1.4023, loss: 1.4023, grad_norm: 4.0017 2022-02-10 20:51:58,837 - mmaction - INFO - Epoch [197][560/940] lr: 4.000e-04, eta: 21:48:55, time: 1.242, data_time: 0.058, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8457, loss_cls: 1.3779, loss: 1.3779, grad_norm: 3.9520 2022-02-10 20:52:23,659 - mmaction - INFO - Epoch [197][580/940] lr: 4.000e-04, eta: 21:48:25, time: 1.241, data_time: 0.060, memory: 9488, top1_acc: 0.6684, top5_acc: 0.8512, loss_cls: 1.3945, loss: 1.3945, grad_norm: 4.0177 2022-02-10 20:52:49,013 - mmaction - INFO - Epoch [197][600/940] lr: 4.000e-04, eta: 21:47:56, time: 1.268, data_time: 0.069, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8473, loss_cls: 1.3682, loss: 1.3682, grad_norm: 3.9507 2022-02-10 20:53:13,823 - mmaction - INFO - Epoch [197][620/940] lr: 4.000e-04, eta: 21:47:27, time: 1.241, data_time: 0.066, memory: 9488, top1_acc: 0.6645, top5_acc: 0.8475, loss_cls: 1.4077, loss: 1.4077, grad_norm: 4.0562 2022-02-10 20:53:38,862 - mmaction - INFO - Epoch [197][640/940] lr: 4.000e-04, eta: 21:46:57, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8486, loss_cls: 1.4122, loss: 1.4122, grad_norm: 4.0253 2022-02-10 20:54:04,023 - mmaction - INFO - Epoch [197][660/940] lr: 4.000e-04, eta: 21:46:28, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8473, loss_cls: 1.3581, loss: 1.3581, grad_norm: 3.8844 2022-02-10 20:54:29,150 - mmaction - INFO - Epoch [197][680/940] lr: 4.000e-04, eta: 21:45:58, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.0048 2022-02-10 20:54:54,407 - mmaction - INFO - Epoch [197][700/940] lr: 4.000e-04, eta: 21:45:29, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8490, loss_cls: 1.3922, loss: 1.3922, grad_norm: 4.0298 2022-02-10 20:55:19,354 - mmaction - INFO - Epoch [197][720/940] lr: 4.000e-04, eta: 21:44:59, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3451, loss: 1.3451, grad_norm: 3.9285 2022-02-10 20:55:44,473 - mmaction - INFO - Epoch [197][740/940] lr: 4.000e-04, eta: 21:44:30, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8553, loss_cls: 1.3656, loss: 1.3656, grad_norm: 3.9821 2022-02-10 20:56:09,561 - mmaction - INFO - Epoch [197][760/940] lr: 4.000e-04, eta: 21:44:01, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8453, loss_cls: 1.3830, loss: 1.3830, grad_norm: 3.9713 2022-02-10 20:56:34,509 - mmaction - INFO - Epoch [197][780/940] lr: 4.000e-04, eta: 21:43:31, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.6674, top5_acc: 0.8529, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.0577 2022-02-10 20:56:59,674 - mmaction - INFO - Epoch [197][800/940] lr: 4.000e-04, eta: 21:43:02, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8510, loss_cls: 1.3606, loss: 1.3606, grad_norm: 3.9011 2022-02-10 20:57:24,824 - mmaction - INFO - Epoch [197][820/940] lr: 4.000e-04, eta: 21:42:32, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8576, loss_cls: 1.3277, loss: 1.3277, grad_norm: 3.9466 2022-02-10 20:57:49,935 - mmaction - INFO - Epoch [197][840/940] lr: 4.000e-04, eta: 21:42:03, time: 1.255, data_time: 0.060, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8488, loss_cls: 1.4056, loss: 1.4056, grad_norm: 3.9512 2022-02-10 20:58:14,822 - mmaction - INFO - Epoch [197][860/940] lr: 4.000e-04, eta: 21:41:33, time: 1.244, data_time: 0.066, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8520, loss_cls: 1.4074, loss: 1.4074, grad_norm: 4.0876 2022-02-10 20:58:40,137 - mmaction - INFO - Epoch [197][880/940] lr: 4.000e-04, eta: 21:41:04, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8484, loss_cls: 1.3714, loss: 1.3714, grad_norm: 3.9036 2022-02-10 20:59:05,069 - mmaction - INFO - Epoch [197][900/940] lr: 4.000e-04, eta: 21:40:34, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8387, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.0961 2022-02-10 20:59:30,469 - mmaction - INFO - Epoch [197][920/940] lr: 4.000e-04, eta: 21:40:05, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3696, loss: 1.3696, grad_norm: 3.9752 2022-02-10 20:59:54,353 - mmaction - INFO - Epoch [197][940/940] lr: 4.000e-04, eta: 21:39:35, time: 1.195, data_time: 0.051, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8492, loss_cls: 1.3726, loss: 1.3726, grad_norm: 3.9954 2022-02-10 21:02:25,535 - mmaction - INFO - Epoch [198][20/940] lr: 4.000e-04, eta: 21:39:59, time: 7.454, data_time: 5.853, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8500, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.0171 2022-02-10 21:02:49,251 - mmaction - INFO - Epoch [198][40/940] lr: 4.000e-04, eta: 21:39:29, time: 1.186, data_time: 0.054, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8467, loss_cls: 1.4033, loss: 1.4033, grad_norm: 3.9886 2022-02-10 21:03:13,216 - mmaction - INFO - Epoch [198][60/940] lr: 4.000e-04, eta: 21:38:59, time: 1.199, data_time: 0.047, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8469, loss_cls: 1.3915, loss: 1.3915, grad_norm: 3.9492 2022-02-10 21:03:37,538 - mmaction - INFO - Epoch [198][80/940] lr: 4.000e-04, eta: 21:38:29, time: 1.215, data_time: 0.057, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8547, loss_cls: 1.3830, loss: 1.3830, grad_norm: 4.0867 2022-02-10 21:04:02,015 - mmaction - INFO - Epoch [198][100/940] lr: 4.000e-04, eta: 21:38:00, time: 1.224, data_time: 0.057, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8518, loss_cls: 1.3881, loss: 1.3881, grad_norm: 3.9915 2022-02-10 21:04:26,628 - mmaction - INFO - Epoch [198][120/940] lr: 4.000e-04, eta: 21:37:30, time: 1.231, data_time: 0.062, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8537, loss_cls: 1.3733, loss: 1.3733, grad_norm: 3.9723 2022-02-10 21:04:51,156 - mmaction - INFO - Epoch [198][140/940] lr: 4.000e-04, eta: 21:37:00, time: 1.226, data_time: 0.061, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8492, loss_cls: 1.3895, loss: 1.3895, grad_norm: 4.0529 2022-02-10 21:05:16,075 - mmaction - INFO - Epoch [198][160/940] lr: 4.000e-04, eta: 21:36:31, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8521, loss_cls: 1.3714, loss: 1.3714, grad_norm: 4.0186 2022-02-10 21:05:41,195 - mmaction - INFO - Epoch [198][180/940] lr: 4.000e-04, eta: 21:36:01, time: 1.256, data_time: 0.080, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8533, loss_cls: 1.3931, loss: 1.3931, grad_norm: 3.9554 2022-02-10 21:06:05,947 - mmaction - INFO - Epoch [198][200/940] lr: 4.000e-04, eta: 21:35:32, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8580, loss_cls: 1.3231, loss: 1.3231, grad_norm: 3.8861 2022-02-10 21:06:31,025 - mmaction - INFO - Epoch [198][220/940] lr: 4.000e-04, eta: 21:35:02, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8480, loss_cls: 1.4197, loss: 1.4197, grad_norm: 4.0343 2022-02-10 21:06:56,340 - mmaction - INFO - Epoch [198][240/940] lr: 4.000e-04, eta: 21:34:33, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8525, loss_cls: 1.3772, loss: 1.3772, grad_norm: 3.9488 2022-02-10 21:07:21,175 - mmaction - INFO - Epoch [198][260/940] lr: 4.000e-04, eta: 21:34:04, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8502, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.9940 2022-02-10 21:07:46,691 - mmaction - INFO - Epoch [198][280/940] lr: 4.000e-04, eta: 21:33:34, time: 1.276, data_time: 0.065, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8537, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.0141 2022-02-10 21:08:11,897 - mmaction - INFO - Epoch [198][300/940] lr: 4.000e-04, eta: 21:33:05, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8521, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.0025 2022-02-10 21:08:36,904 - mmaction - INFO - Epoch [198][320/940] lr: 4.000e-04, eta: 21:32:35, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8455, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.0460 2022-02-10 21:09:02,111 - mmaction - INFO - Epoch [198][340/940] lr: 4.000e-04, eta: 21:32:06, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8520, loss_cls: 1.3865, loss: 1.3865, grad_norm: 3.9863 2022-02-10 21:09:27,430 - mmaction - INFO - Epoch [198][360/940] lr: 4.000e-04, eta: 21:31:37, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6668, top5_acc: 0.8498, loss_cls: 1.3925, loss: 1.3925, grad_norm: 4.0734 2022-02-10 21:09:52,793 - mmaction - INFO - Epoch [198][380/940] lr: 4.000e-04, eta: 21:31:07, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8525, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.0205 2022-02-10 21:10:18,363 - mmaction - INFO - Epoch [198][400/940] lr: 4.000e-04, eta: 21:30:38, time: 1.278, data_time: 0.074, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8461, loss_cls: 1.3675, loss: 1.3675, grad_norm: 3.9765 2022-02-10 21:10:43,851 - mmaction - INFO - Epoch [198][420/940] lr: 4.000e-04, eta: 21:30:09, time: 1.275, data_time: 0.075, memory: 9488, top1_acc: 0.6625, top5_acc: 0.8465, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.0387 2022-02-10 21:11:09,250 - mmaction - INFO - Epoch [198][440/940] lr: 4.000e-04, eta: 21:29:40, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8529, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.0132 2022-02-10 21:11:34,550 - mmaction - INFO - Epoch [198][460/940] lr: 4.000e-04, eta: 21:29:10, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8490, loss_cls: 1.3797, loss: 1.3797, grad_norm: 3.9622 2022-02-10 21:11:59,631 - mmaction - INFO - Epoch [198][480/940] lr: 4.000e-04, eta: 21:28:41, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8631, loss_cls: 1.3148, loss: 1.3148, grad_norm: 3.9552 2022-02-10 21:12:24,415 - mmaction - INFO - Epoch [198][500/940] lr: 4.000e-04, eta: 21:28:11, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8584, loss_cls: 1.3328, loss: 1.3328, grad_norm: 3.9787 2022-02-10 21:12:49,459 - mmaction - INFO - Epoch [198][520/940] lr: 4.000e-04, eta: 21:27:42, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6635, top5_acc: 0.8498, loss_cls: 1.3868, loss: 1.3868, grad_norm: 4.0493 2022-02-10 21:13:14,195 - mmaction - INFO - Epoch [198][540/940] lr: 4.000e-04, eta: 21:27:12, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.6625, top5_acc: 0.8385, loss_cls: 1.4105, loss: 1.4105, grad_norm: 4.0459 2022-02-10 21:13:39,461 - mmaction - INFO - Epoch [198][560/940] lr: 4.000e-04, eta: 21:26:43, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8578, loss_cls: 1.3635, loss: 1.3635, grad_norm: 3.9891 2022-02-10 21:14:04,552 - mmaction - INFO - Epoch [198][580/940] lr: 4.000e-04, eta: 21:26:14, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6631, top5_acc: 0.8504, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.0977 2022-02-10 21:14:29,667 - mmaction - INFO - Epoch [198][600/940] lr: 4.000e-04, eta: 21:25:44, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8572, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.0949 2022-02-10 21:14:54,771 - mmaction - INFO - Epoch [198][620/940] lr: 4.000e-04, eta: 21:25:15, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8500, loss_cls: 1.3779, loss: 1.3779, grad_norm: 4.0808 2022-02-10 21:15:19,783 - mmaction - INFO - Epoch [198][640/940] lr: 4.000e-04, eta: 21:24:45, time: 1.251, data_time: 0.059, memory: 9488, top1_acc: 0.6660, top5_acc: 0.8514, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.1329 2022-02-10 21:15:44,916 - mmaction - INFO - Epoch [198][660/940] lr: 4.000e-04, eta: 21:24:16, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6592, top5_acc: 0.8402, loss_cls: 1.4577, loss: 1.4577, grad_norm: 4.0831 2022-02-10 21:16:10,039 - mmaction - INFO - Epoch [198][680/940] lr: 4.000e-04, eta: 21:23:47, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.6580, top5_acc: 0.8449, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.0572 2022-02-10 21:16:35,116 - mmaction - INFO - Epoch [198][700/940] lr: 4.000e-04, eta: 21:23:17, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8494, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.0777 2022-02-10 21:16:59,945 - mmaction - INFO - Epoch [198][720/940] lr: 4.000e-04, eta: 21:22:48, time: 1.241, data_time: 0.067, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8504, loss_cls: 1.3776, loss: 1.3776, grad_norm: 4.1316 2022-02-10 21:17:25,338 - mmaction - INFO - Epoch [198][740/940] lr: 4.000e-04, eta: 21:22:18, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6602, top5_acc: 0.8389, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.0344 2022-02-10 21:17:50,044 - mmaction - INFO - Epoch [198][760/940] lr: 4.000e-04, eta: 21:21:49, time: 1.235, data_time: 0.074, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8545, loss_cls: 1.3697, loss: 1.3697, grad_norm: 4.0450 2022-02-10 21:18:15,031 - mmaction - INFO - Epoch [198][780/940] lr: 4.000e-04, eta: 21:21:19, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8482, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.0391 2022-02-10 21:18:39,634 - mmaction - INFO - Epoch [198][800/940] lr: 4.000e-04, eta: 21:20:50, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.6627, top5_acc: 0.8486, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.1077 2022-02-10 21:19:04,528 - mmaction - INFO - Epoch [198][820/940] lr: 4.000e-04, eta: 21:20:20, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8531, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.0132 2022-02-10 21:19:29,431 - mmaction - INFO - Epoch [198][840/940] lr: 4.000e-04, eta: 21:19:51, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8545, loss_cls: 1.3777, loss: 1.3777, grad_norm: 4.0406 2022-02-10 21:19:54,562 - mmaction - INFO - Epoch [198][860/940] lr: 4.000e-04, eta: 21:19:21, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8545, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.0284 2022-02-10 21:20:19,905 - mmaction - INFO - Epoch [198][880/940] lr: 4.000e-04, eta: 21:18:52, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8512, loss_cls: 1.3855, loss: 1.3855, grad_norm: 4.0674 2022-02-10 21:20:44,877 - mmaction - INFO - Epoch [198][900/940] lr: 4.000e-04, eta: 21:18:23, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6607, top5_acc: 0.8547, loss_cls: 1.3832, loss: 1.3832, grad_norm: 4.0586 2022-02-10 21:21:09,877 - mmaction - INFO - Epoch [198][920/940] lr: 4.000e-04, eta: 21:17:53, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8490, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.0272 2022-02-10 21:21:33,587 - mmaction - INFO - Epoch [198][940/940] lr: 4.000e-04, eta: 21:17:23, time: 1.186, data_time: 0.069, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8433, loss_cls: 1.4084, loss: 1.4084, grad_norm: 4.1321 2022-02-10 21:24:19,410 - mmaction - INFO - Epoch [199][20/940] lr: 4.000e-04, eta: 21:17:52, time: 8.181, data_time: 7.045, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8504, loss_cls: 1.3893, loss: 1.3893, grad_norm: 4.0688 2022-02-10 21:24:43,098 - mmaction - INFO - Epoch [199][40/940] lr: 4.000e-04, eta: 21:17:22, time: 1.187, data_time: 0.055, memory: 9488, top1_acc: 0.6646, top5_acc: 0.8529, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.0613 2022-02-10 21:25:06,865 - mmaction - INFO - Epoch [199][60/940] lr: 4.000e-04, eta: 21:16:52, time: 1.188, data_time: 0.044, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8502, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.0573 2022-02-10 21:25:30,901 - mmaction - INFO - Epoch [199][80/940] lr: 4.000e-04, eta: 21:16:22, time: 1.202, data_time: 0.052, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8537, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.0462 2022-02-10 21:25:55,417 - mmaction - INFO - Epoch [199][100/940] lr: 4.000e-04, eta: 21:15:53, time: 1.226, data_time: 0.057, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8506, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.0671 2022-02-10 21:26:19,958 - mmaction - INFO - Epoch [199][120/940] lr: 4.000e-04, eta: 21:15:23, time: 1.227, data_time: 0.062, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8555, loss_cls: 1.3439, loss: 1.3439, grad_norm: 4.0358 2022-02-10 21:26:44,785 - mmaction - INFO - Epoch [199][140/940] lr: 4.000e-04, eta: 21:14:53, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8527, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.0252 2022-02-10 21:27:09,753 - mmaction - INFO - Epoch [199][160/940] lr: 4.000e-04, eta: 21:14:24, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8570, loss_cls: 1.3229, loss: 1.3229, grad_norm: 3.9327 2022-02-10 21:27:34,552 - mmaction - INFO - Epoch [199][180/940] lr: 4.000e-04, eta: 21:13:55, time: 1.239, data_time: 0.076, memory: 9488, top1_acc: 0.6639, top5_acc: 0.8430, loss_cls: 1.4012, loss: 1.4012, grad_norm: 4.0870 2022-02-10 21:27:59,320 - mmaction - INFO - Epoch [199][200/940] lr: 4.000e-04, eta: 21:13:25, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8441, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.1320 2022-02-10 21:28:24,127 - mmaction - INFO - Epoch [199][220/940] lr: 4.000e-04, eta: 21:12:55, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8498, loss_cls: 1.3864, loss: 1.3864, grad_norm: 4.0756 2022-02-10 21:28:48,697 - mmaction - INFO - Epoch [199][240/940] lr: 4.000e-04, eta: 21:12:26, time: 1.229, data_time: 0.066, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8518, loss_cls: 1.3608, loss: 1.3608, grad_norm: 3.9945 2022-02-10 21:29:13,346 - mmaction - INFO - Epoch [199][260/940] lr: 4.000e-04, eta: 21:11:56, time: 1.232, data_time: 0.065, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8516, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.1385 2022-02-10 21:29:37,920 - mmaction - INFO - Epoch [199][280/940] lr: 4.000e-04, eta: 21:11:27, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8574, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.0801 2022-02-10 21:30:02,693 - mmaction - INFO - Epoch [199][300/940] lr: 4.000e-04, eta: 21:10:57, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8600, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.0003 2022-02-10 21:30:27,653 - mmaction - INFO - Epoch [199][320/940] lr: 4.000e-04, eta: 21:10:28, time: 1.248, data_time: 0.072, memory: 9488, top1_acc: 0.6682, top5_acc: 0.8525, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.0254 2022-02-10 21:30:52,201 - mmaction - INFO - Epoch [199][340/940] lr: 4.000e-04, eta: 21:09:58, time: 1.227, data_time: 0.068, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8525, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.1288 2022-02-10 21:31:17,293 - mmaction - INFO - Epoch [199][360/940] lr: 4.000e-04, eta: 21:09:29, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8465, loss_cls: 1.4157, loss: 1.4157, grad_norm: 4.1262 2022-02-10 21:31:41,976 - mmaction - INFO - Epoch [199][380/940] lr: 4.000e-04, eta: 21:08:59, time: 1.234, data_time: 0.065, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8514, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.0747 2022-02-10 21:32:06,890 - mmaction - INFO - Epoch [199][400/940] lr: 4.000e-04, eta: 21:08:30, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8496, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.1356 2022-02-10 21:32:31,770 - mmaction - INFO - Epoch [199][420/940] lr: 4.000e-04, eta: 21:08:00, time: 1.244, data_time: 0.074, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8465, loss_cls: 1.3791, loss: 1.3791, grad_norm: 4.0678 2022-02-10 21:32:56,680 - mmaction - INFO - Epoch [199][440/940] lr: 4.000e-04, eta: 21:07:31, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8518, loss_cls: 1.4001, loss: 1.4001, grad_norm: 4.1165 2022-02-10 21:33:21,326 - mmaction - INFO - Epoch [199][460/940] lr: 4.000e-04, eta: 21:07:01, time: 1.232, data_time: 0.068, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8535, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.0192 2022-02-10 21:33:46,097 - mmaction - INFO - Epoch [199][480/940] lr: 4.000e-04, eta: 21:06:32, time: 1.238, data_time: 0.065, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8521, loss_cls: 1.3502, loss: 1.3502, grad_norm: 4.0075 2022-02-10 21:34:11,363 - mmaction - INFO - Epoch [199][500/940] lr: 4.000e-04, eta: 21:06:02, time: 1.263, data_time: 0.080, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8506, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.0127 2022-02-10 21:34:36,654 - mmaction - INFO - Epoch [199][520/940] lr: 4.000e-04, eta: 21:05:33, time: 1.265, data_time: 0.082, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8549, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.0910 2022-02-10 21:35:01,783 - mmaction - INFO - Epoch [199][540/940] lr: 4.000e-04, eta: 21:05:04, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.6617, top5_acc: 0.8443, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.1013 2022-02-10 21:35:26,700 - mmaction - INFO - Epoch [199][560/940] lr: 4.000e-04, eta: 21:04:34, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8510, loss_cls: 1.3297, loss: 1.3297, grad_norm: 3.9468 2022-02-10 21:35:52,076 - mmaction - INFO - Epoch [199][580/940] lr: 4.000e-04, eta: 21:04:05, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8602, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.0755 2022-02-10 21:36:17,391 - mmaction - INFO - Epoch [199][600/940] lr: 4.000e-04, eta: 21:03:36, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.0327 2022-02-10 21:36:42,602 - mmaction - INFO - Epoch [199][620/940] lr: 4.000e-04, eta: 21:03:06, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8547, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.0737 2022-02-10 21:37:07,840 - mmaction - INFO - Epoch [199][640/940] lr: 4.000e-04, eta: 21:02:37, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6693, top5_acc: 0.8424, loss_cls: 1.4051, loss: 1.4051, grad_norm: 4.0292 2022-02-10 21:37:32,867 - mmaction - INFO - Epoch [199][660/940] lr: 4.000e-04, eta: 21:02:08, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.0110 2022-02-10 21:37:58,267 - mmaction - INFO - Epoch [199][680/940] lr: 4.000e-04, eta: 21:01:38, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8518, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.0669 2022-02-10 21:38:22,963 - mmaction - INFO - Epoch [199][700/940] lr: 4.000e-04, eta: 21:01:09, time: 1.235, data_time: 0.071, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8576, loss_cls: 1.3050, loss: 1.3050, grad_norm: 3.9235 2022-02-10 21:38:48,271 - mmaction - INFO - Epoch [199][720/940] lr: 4.000e-04, eta: 21:00:40, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8570, loss_cls: 1.3289, loss: 1.3289, grad_norm: 3.9667 2022-02-10 21:39:13,622 - mmaction - INFO - Epoch [199][740/940] lr: 4.000e-04, eta: 21:00:10, time: 1.267, data_time: 0.078, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8486, loss_cls: 1.3805, loss: 1.3805, grad_norm: 4.0079 2022-02-10 21:39:38,979 - mmaction - INFO - Epoch [199][760/940] lr: 4.000e-04, eta: 20:59:41, time: 1.268, data_time: 0.064, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8553, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.0402 2022-02-10 21:40:06,278 - mmaction - INFO - Epoch [199][780/940] lr: 4.000e-04, eta: 20:59:13, time: 1.365, data_time: 0.070, memory: 9488, top1_acc: 0.6699, top5_acc: 0.8502, loss_cls: 1.3793, loss: 1.3793, grad_norm: 4.0914 2022-02-10 21:40:31,229 - mmaction - INFO - Epoch [199][800/940] lr: 4.000e-04, eta: 20:58:43, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8533, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.1024 2022-02-10 21:40:56,202 - mmaction - INFO - Epoch [199][820/940] lr: 4.000e-04, eta: 20:58:14, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.6668, top5_acc: 0.8520, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.0838 2022-02-10 21:41:21,299 - mmaction - INFO - Epoch [199][840/940] lr: 4.000e-04, eta: 20:57:44, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8473, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.0764 2022-02-10 21:41:46,588 - mmaction - INFO - Epoch [199][860/940] lr: 4.000e-04, eta: 20:57:15, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8514, loss_cls: 1.3730, loss: 1.3730, grad_norm: 4.0965 2022-02-10 21:42:11,797 - mmaction - INFO - Epoch [199][880/940] lr: 4.000e-04, eta: 20:56:46, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8574, loss_cls: 1.3759, loss: 1.3759, grad_norm: 4.0598 2022-02-10 21:42:37,050 - mmaction - INFO - Epoch [199][900/940] lr: 4.000e-04, eta: 20:56:16, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8523, loss_cls: 1.3359, loss: 1.3359, grad_norm: 3.9649 2022-02-10 21:43:02,150 - mmaction - INFO - Epoch [199][920/940] lr: 4.000e-04, eta: 20:55:47, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8506, loss_cls: 1.3610, loss: 1.3610, grad_norm: 4.0923 2022-02-10 21:43:25,869 - mmaction - INFO - Epoch [199][940/940] lr: 4.000e-04, eta: 20:55:17, time: 1.186, data_time: 0.054, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8557, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.0771 2022-02-10 21:45:56,141 - mmaction - INFO - Epoch [200][20/940] lr: 4.000e-04, eta: 20:55:38, time: 7.397, data_time: 5.873, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8572, loss_cls: 1.3508, loss: 1.3508, grad_norm: 4.0411 2022-02-10 21:46:19,884 - mmaction - INFO - Epoch [200][40/940] lr: 4.000e-04, eta: 20:55:08, time: 1.187, data_time: 0.050, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8586, loss_cls: 1.3203, loss: 1.3203, grad_norm: 3.9610 2022-02-10 21:46:43,867 - mmaction - INFO - Epoch [200][60/940] lr: 4.000e-04, eta: 20:54:38, time: 1.199, data_time: 0.047, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8551, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.0058 2022-02-10 21:47:07,897 - mmaction - INFO - Epoch [200][80/940] lr: 4.000e-04, eta: 20:54:09, time: 1.202, data_time: 0.051, memory: 9488, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3638, loss: 1.3638, grad_norm: 4.0577 2022-02-10 21:47:32,229 - mmaction - INFO - Epoch [200][100/940] lr: 4.000e-04, eta: 20:53:39, time: 1.217, data_time: 0.049, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8416, loss_cls: 1.4254, loss: 1.4254, grad_norm: 4.1500 2022-02-10 21:47:56,988 - mmaction - INFO - Epoch [200][120/940] lr: 4.000e-04, eta: 20:53:09, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8496, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.0442 2022-02-10 21:48:21,710 - mmaction - INFO - Epoch [200][140/940] lr: 4.000e-04, eta: 20:52:40, time: 1.236, data_time: 0.066, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8551, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.0748 2022-02-10 21:48:46,454 - mmaction - INFO - Epoch [200][160/940] lr: 4.000e-04, eta: 20:52:10, time: 1.238, data_time: 0.063, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8535, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.1382 2022-02-10 21:49:11,229 - mmaction - INFO - Epoch [200][180/940] lr: 4.000e-04, eta: 20:51:41, time: 1.238, data_time: 0.057, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8535, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.0891 2022-02-10 21:49:36,587 - mmaction - INFO - Epoch [200][200/940] lr: 4.000e-04, eta: 20:51:12, time: 1.268, data_time: 0.083, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8623, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.0283 2022-02-10 21:50:01,476 - mmaction - INFO - Epoch [200][220/940] lr: 4.000e-04, eta: 20:50:42, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8506, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.0697 2022-02-10 21:50:26,720 - mmaction - INFO - Epoch [200][240/940] lr: 4.000e-04, eta: 20:50:13, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8568, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.0030 2022-02-10 21:50:51,624 - mmaction - INFO - Epoch [200][260/940] lr: 4.000e-04, eta: 20:49:43, time: 1.245, data_time: 0.070, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3660, loss: 1.3660, grad_norm: 4.1408 2022-02-10 21:51:16,547 - mmaction - INFO - Epoch [200][280/940] lr: 4.000e-04, eta: 20:49:14, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8605, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.0509 2022-02-10 21:51:41,278 - mmaction - INFO - Epoch [200][300/940] lr: 4.000e-04, eta: 20:48:45, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8516, loss_cls: 1.3780, loss: 1.3780, grad_norm: 4.1061 2022-02-10 21:52:07,185 - mmaction - INFO - Epoch [200][320/940] lr: 4.000e-04, eta: 20:48:16, time: 1.295, data_time: 0.110, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8518, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.1045 2022-02-10 21:52:31,901 - mmaction - INFO - Epoch [200][340/940] lr: 4.000e-04, eta: 20:47:46, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.0490 2022-02-10 21:52:56,799 - mmaction - INFO - Epoch [200][360/940] lr: 4.000e-04, eta: 20:47:17, time: 1.245, data_time: 0.062, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8541, loss_cls: 1.3702, loss: 1.3702, grad_norm: 4.1135 2022-02-10 21:53:21,932 - mmaction - INFO - Epoch [200][380/940] lr: 4.000e-04, eta: 20:46:47, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8465, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.1187 2022-02-10 21:53:46,750 - mmaction - INFO - Epoch [200][400/940] lr: 4.000e-04, eta: 20:46:18, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8572, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.0226 2022-02-10 21:54:11,786 - mmaction - INFO - Epoch [200][420/940] lr: 4.000e-04, eta: 20:45:48, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8488, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.0845 2022-02-10 21:54:36,915 - mmaction - INFO - Epoch [200][440/940] lr: 4.000e-04, eta: 20:45:19, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6666, top5_acc: 0.8486, loss_cls: 1.4010, loss: 1.4010, grad_norm: 4.1156 2022-02-10 21:55:02,087 - mmaction - INFO - Epoch [200][460/940] lr: 4.000e-04, eta: 20:44:50, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8590, loss_cls: 1.3222, loss: 1.3222, grad_norm: 3.9930 2022-02-10 21:55:27,505 - mmaction - INFO - Epoch [200][480/940] lr: 4.000e-04, eta: 20:44:21, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8553, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.0679 2022-02-10 21:55:52,625 - mmaction - INFO - Epoch [200][500/940] lr: 4.000e-04, eta: 20:43:51, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8537, loss_cls: 1.3643, loss: 1.3643, grad_norm: 4.1106 2022-02-10 21:56:17,671 - mmaction - INFO - Epoch [200][520/940] lr: 4.000e-04, eta: 20:43:22, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8523, loss_cls: 1.3586, loss: 1.3586, grad_norm: 4.0429 2022-02-10 21:56:42,844 - mmaction - INFO - Epoch [200][540/940] lr: 4.000e-04, eta: 20:42:53, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8527, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.0355 2022-02-10 21:57:08,094 - mmaction - INFO - Epoch [200][560/940] lr: 4.000e-04, eta: 20:42:23, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8541, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.0548 2022-02-10 21:57:33,210 - mmaction - INFO - Epoch [200][580/940] lr: 4.000e-04, eta: 20:41:54, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8418, loss_cls: 1.3990, loss: 1.3990, grad_norm: 4.0580 2022-02-10 21:57:58,348 - mmaction - INFO - Epoch [200][600/940] lr: 4.000e-04, eta: 20:41:25, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8537, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.0500 2022-02-10 21:58:23,580 - mmaction - INFO - Epoch [200][620/940] lr: 4.000e-04, eta: 20:40:55, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8514, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.1333 2022-02-10 21:58:48,786 - mmaction - INFO - Epoch [200][640/940] lr: 4.000e-04, eta: 20:40:26, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6586, top5_acc: 0.8549, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.1979 2022-02-10 21:59:14,175 - mmaction - INFO - Epoch [200][660/940] lr: 4.000e-04, eta: 20:39:57, time: 1.270, data_time: 0.077, memory: 9488, top1_acc: 0.6660, top5_acc: 0.8449, loss_cls: 1.4070, loss: 1.4070, grad_norm: 4.1127 2022-02-10 21:59:39,501 - mmaction - INFO - Epoch [200][680/940] lr: 4.000e-04, eta: 20:39:28, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8484, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.0843 2022-02-10 22:00:04,804 - mmaction - INFO - Epoch [200][700/940] lr: 4.000e-04, eta: 20:38:58, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6627, top5_acc: 0.8531, loss_cls: 1.3824, loss: 1.3824, grad_norm: 4.1492 2022-02-10 22:00:30,154 - mmaction - INFO - Epoch [200][720/940] lr: 4.000e-04, eta: 20:38:29, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3876, loss: 1.3876, grad_norm: 4.1356 2022-02-10 22:00:55,155 - mmaction - INFO - Epoch [200][740/940] lr: 4.000e-04, eta: 20:38:00, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8564, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.0708 2022-02-10 22:01:20,303 - mmaction - INFO - Epoch [200][760/940] lr: 4.000e-04, eta: 20:37:30, time: 1.257, data_time: 0.057, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8566, loss_cls: 1.3282, loss: 1.3282, grad_norm: 3.9725 2022-02-10 22:01:45,768 - mmaction - INFO - Epoch [200][780/940] lr: 4.000e-04, eta: 20:37:01, time: 1.273, data_time: 0.070, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.0153 2022-02-10 22:02:11,037 - mmaction - INFO - Epoch [200][800/940] lr: 4.000e-04, eta: 20:36:32, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8604, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.0624 2022-02-10 22:02:36,015 - mmaction - INFO - Epoch [200][820/940] lr: 4.000e-04, eta: 20:36:03, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8477, loss_cls: 1.3821, loss: 1.3821, grad_norm: 4.1178 2022-02-10 22:03:00,702 - mmaction - INFO - Epoch [200][840/940] lr: 4.000e-04, eta: 20:35:33, time: 1.234, data_time: 0.064, memory: 9488, top1_acc: 0.6631, top5_acc: 0.8523, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.1257 2022-02-10 22:03:25,944 - mmaction - INFO - Epoch [200][860/940] lr: 4.000e-04, eta: 20:35:04, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8516, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.0905 2022-02-10 22:03:50,858 - mmaction - INFO - Epoch [200][880/940] lr: 4.000e-04, eta: 20:34:34, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8561, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.0436 2022-02-10 22:04:15,492 - mmaction - INFO - Epoch [200][900/940] lr: 4.000e-04, eta: 20:34:05, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8506, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.0024 2022-02-10 22:04:40,429 - mmaction - INFO - Epoch [200][920/940] lr: 4.000e-04, eta: 20:33:36, time: 1.247, data_time: 0.066, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8553, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.0946 2022-02-10 22:05:04,355 - mmaction - INFO - Epoch [200][940/940] lr: 4.000e-04, eta: 20:33:06, time: 1.197, data_time: 0.061, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8620, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.0947 2022-02-10 22:05:08,552 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-10 22:05:08,557 - mmaction - INFO - 110 BN found 2022-02-10 22:09:18,047 - mmaction - INFO - BN stats updated 2022-02-10 22:09:20,051 - mmaction - INFO - Saving checkpoint at 200 epochs 2022-02-10 22:12:19,676 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 22:12:20,404 - mmaction - INFO - top1_acc 0.6919 top5_acc 0.8836 2022-02-10 22:12:20,404 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 22:12:20,433 - mmaction - INFO - mean_acc 0.6918 2022-02-10 22:12:20,434 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_190.pth was removed 2022-02-10 22:12:21,762 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_200.pth. 2022-02-10 22:12:21,762 - mmaction - INFO - Best top1_acc is 0.6919 at 200 epoch. 2022-02-10 22:12:21,777 - mmaction - INFO - Epoch(val) [200][78] top1_acc: 0.6919, top5_acc: 0.8836, mean_class_accuracy: 0.6918 2022-02-10 22:14:53,055 - mmaction - INFO - Epoch [201][20/940] lr: 4.000e-04, eta: 20:33:27, time: 7.562, data_time: 5.888, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8553, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.1049 2022-02-10 22:15:16,532 - mmaction - INFO - Epoch [201][40/940] lr: 4.000e-04, eta: 20:32:57, time: 1.174, data_time: 0.050, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8451, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.1527 2022-02-10 22:15:40,095 - mmaction - INFO - Epoch [201][60/940] lr: 4.000e-04, eta: 20:32:27, time: 1.178, data_time: 0.043, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8557, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.0194 2022-02-10 22:16:04,022 - mmaction - INFO - Epoch [201][80/940] lr: 4.000e-04, eta: 20:31:57, time: 1.196, data_time: 0.048, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.1542 2022-02-10 22:16:28,120 - mmaction - INFO - Epoch [201][100/940] lr: 4.000e-04, eta: 20:31:27, time: 1.205, data_time: 0.053, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8520, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.0038 2022-02-10 22:16:52,309 - mmaction - INFO - Epoch [201][120/940] lr: 4.000e-04, eta: 20:30:58, time: 1.209, data_time: 0.048, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8596, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.0079 2022-02-10 22:17:16,839 - mmaction - INFO - Epoch [201][140/940] lr: 4.000e-04, eta: 20:30:28, time: 1.227, data_time: 0.054, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8527, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.1212 2022-02-10 22:17:41,312 - mmaction - INFO - Epoch [201][160/940] lr: 4.000e-04, eta: 20:29:59, time: 1.224, data_time: 0.061, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8502, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.0474 2022-02-10 22:18:06,150 - mmaction - INFO - Epoch [201][180/940] lr: 4.000e-04, eta: 20:29:29, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8438, loss_cls: 1.4073, loss: 1.4073, grad_norm: 4.2673 2022-02-10 22:18:30,663 - mmaction - INFO - Epoch [201][200/940] lr: 4.000e-04, eta: 20:29:00, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8660, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.0738 2022-02-10 22:18:55,491 - mmaction - INFO - Epoch [201][220/940] lr: 4.000e-04, eta: 20:28:30, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8549, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.0525 2022-02-10 22:19:20,236 - mmaction - INFO - Epoch [201][240/940] lr: 4.000e-04, eta: 20:28:01, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8559, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.1296 2022-02-10 22:19:45,209 - mmaction - INFO - Epoch [201][260/940] lr: 4.000e-04, eta: 20:27:31, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8494, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.1192 2022-02-10 22:20:09,799 - mmaction - INFO - Epoch [201][280/940] lr: 4.000e-04, eta: 20:27:02, time: 1.229, data_time: 0.065, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8645, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.0487 2022-02-10 22:20:34,674 - mmaction - INFO - Epoch [201][300/940] lr: 4.000e-04, eta: 20:26:32, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8508, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.1959 2022-02-10 22:20:59,184 - mmaction - INFO - Epoch [201][320/940] lr: 4.000e-04, eta: 20:26:03, time: 1.225, data_time: 0.067, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8602, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.0534 2022-02-10 22:21:24,098 - mmaction - INFO - Epoch [201][340/940] lr: 4.000e-04, eta: 20:25:33, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8555, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.0748 2022-02-10 22:21:48,957 - mmaction - INFO - Epoch [201][360/940] lr: 4.000e-04, eta: 20:25:04, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.0757 2022-02-10 22:22:14,000 - mmaction - INFO - Epoch [201][380/940] lr: 4.000e-04, eta: 20:24:35, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8588, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.0321 2022-02-10 22:22:39,110 - mmaction - INFO - Epoch [201][400/940] lr: 4.000e-04, eta: 20:24:05, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8494, loss_cls: 1.3847, loss: 1.3847, grad_norm: 4.0756 2022-02-10 22:23:03,953 - mmaction - INFO - Epoch [201][420/940] lr: 4.000e-04, eta: 20:23:36, time: 1.242, data_time: 0.062, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8527, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.0620 2022-02-10 22:23:28,730 - mmaction - INFO - Epoch [201][440/940] lr: 4.000e-04, eta: 20:23:07, time: 1.239, data_time: 0.069, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8500, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.0618 2022-02-10 22:23:53,330 - mmaction - INFO - Epoch [201][460/940] lr: 4.000e-04, eta: 20:22:37, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3879, loss: 1.3879, grad_norm: 4.1406 2022-02-10 22:24:18,095 - mmaction - INFO - Epoch [201][480/940] lr: 4.000e-04, eta: 20:22:08, time: 1.238, data_time: 0.071, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8494, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.0765 2022-02-10 22:24:43,114 - mmaction - INFO - Epoch [201][500/940] lr: 4.000e-04, eta: 20:21:38, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.1043 2022-02-10 22:25:08,298 - mmaction - INFO - Epoch [201][520/940] lr: 4.000e-04, eta: 20:21:09, time: 1.259, data_time: 0.077, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8605, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.0694 2022-02-10 22:25:33,044 - mmaction - INFO - Epoch [201][540/940] lr: 4.000e-04, eta: 20:20:40, time: 1.237, data_time: 0.068, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8564, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.1369 2022-02-10 22:25:57,886 - mmaction - INFO - Epoch [201][560/940] lr: 4.000e-04, eta: 20:20:10, time: 1.242, data_time: 0.070, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8598, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.0861 2022-02-10 22:26:22,720 - mmaction - INFO - Epoch [201][580/940] lr: 4.000e-04, eta: 20:19:41, time: 1.242, data_time: 0.077, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8512, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.1115 2022-02-10 22:26:47,763 - mmaction - INFO - Epoch [201][600/940] lr: 4.000e-04, eta: 20:19:11, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8514, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.0409 2022-02-10 22:27:12,497 - mmaction - INFO - Epoch [201][620/940] lr: 4.000e-04, eta: 20:18:42, time: 1.237, data_time: 0.069, memory: 9488, top1_acc: 0.6609, top5_acc: 0.8521, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.1309 2022-02-10 22:27:37,397 - mmaction - INFO - Epoch [201][640/940] lr: 4.000e-04, eta: 20:18:13, time: 1.245, data_time: 0.071, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8578, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.0906 2022-02-10 22:28:01,925 - mmaction - INFO - Epoch [201][660/940] lr: 4.000e-04, eta: 20:17:43, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8553, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.0560 2022-02-10 22:28:26,708 - mmaction - INFO - Epoch [201][680/940] lr: 4.000e-04, eta: 20:17:14, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8537, loss_cls: 1.3840, loss: 1.3840, grad_norm: 4.1744 2022-02-10 22:28:51,538 - mmaction - INFO - Epoch [201][700/940] lr: 4.000e-04, eta: 20:16:44, time: 1.242, data_time: 0.069, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8623, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.1140 2022-02-10 22:29:16,307 - mmaction - INFO - Epoch [201][720/940] lr: 4.000e-04, eta: 20:16:15, time: 1.238, data_time: 0.071, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8572, loss_cls: 1.3738, loss: 1.3738, grad_norm: 4.2087 2022-02-10 22:29:40,861 - mmaction - INFO - Epoch [201][740/940] lr: 4.000e-04, eta: 20:15:45, time: 1.229, data_time: 0.065, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8449, loss_cls: 1.4068, loss: 1.4068, grad_norm: 4.2250 2022-02-10 22:30:05,709 - mmaction - INFO - Epoch [201][760/940] lr: 4.000e-04, eta: 20:15:16, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8480, loss_cls: 1.3955, loss: 1.3955, grad_norm: 4.0896 2022-02-10 22:30:30,683 - mmaction - INFO - Epoch [201][780/940] lr: 4.000e-04, eta: 20:14:47, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.1124 2022-02-10 22:30:55,713 - mmaction - INFO - Epoch [201][800/940] lr: 4.000e-04, eta: 20:14:17, time: 1.251, data_time: 0.061, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8617, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.0120 2022-02-10 22:31:20,875 - mmaction - INFO - Epoch [201][820/940] lr: 4.000e-04, eta: 20:13:48, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8471, loss_cls: 1.3622, loss: 1.3622, grad_norm: 3.9965 2022-02-10 22:31:45,891 - mmaction - INFO - Epoch [201][840/940] lr: 4.000e-04, eta: 20:13:19, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8615, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.0846 2022-02-10 22:32:10,987 - mmaction - INFO - Epoch [201][860/940] lr: 4.000e-04, eta: 20:12:49, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8438, loss_cls: 1.3915, loss: 1.3915, grad_norm: 4.0912 2022-02-10 22:32:35,970 - mmaction - INFO - Epoch [201][880/940] lr: 4.000e-04, eta: 20:12:20, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8518, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.1255 2022-02-10 22:33:00,975 - mmaction - INFO - Epoch [201][900/940] lr: 4.000e-04, eta: 20:11:51, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8506, loss_cls: 1.3622, loss: 1.3622, grad_norm: 4.1143 2022-02-10 22:33:25,894 - mmaction - INFO - Epoch [201][920/940] lr: 4.000e-04, eta: 20:11:21, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8639, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.1071 2022-02-10 22:33:49,660 - mmaction - INFO - Epoch [201][940/940] lr: 4.000e-04, eta: 20:10:52, time: 1.188, data_time: 0.061, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8515, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.0961 2022-02-10 22:37:33,878 - mmaction - INFO - Epoch [202][20/940] lr: 4.000e-04, eta: 20:11:37, time: 10.846, data_time: 8.311, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8551, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.1264 2022-02-10 22:37:57,588 - mmaction - INFO - Epoch [202][40/940] lr: 4.000e-04, eta: 20:11:07, time: 1.187, data_time: 0.053, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8570, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.1082 2022-02-10 22:38:21,611 - mmaction - INFO - Epoch [202][60/940] lr: 4.000e-04, eta: 20:10:38, time: 1.201, data_time: 0.044, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8588, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.1143 2022-02-10 22:38:45,790 - mmaction - INFO - Epoch [202][80/940] lr: 4.000e-04, eta: 20:10:08, time: 1.209, data_time: 0.048, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8555, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.0828 2022-02-10 22:39:10,336 - mmaction - INFO - Epoch [202][100/940] lr: 4.000e-04, eta: 20:09:38, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8582, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.0834 2022-02-10 22:39:34,957 - mmaction - INFO - Epoch [202][120/940] lr: 4.000e-04, eta: 20:09:09, time: 1.231, data_time: 0.063, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8555, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.0913 2022-02-10 22:39:59,520 - mmaction - INFO - Epoch [202][140/940] lr: 4.000e-04, eta: 20:08:39, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.0325 2022-02-10 22:40:24,186 - mmaction - INFO - Epoch [202][160/940] lr: 4.000e-04, eta: 20:08:10, time: 1.233, data_time: 0.063, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8564, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.1429 2022-02-10 22:40:48,953 - mmaction - INFO - Epoch [202][180/940] lr: 4.000e-04, eta: 20:07:40, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8551, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.1402 2022-02-10 22:41:13,923 - mmaction - INFO - Epoch [202][200/940] lr: 4.000e-04, eta: 20:07:11, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.1084 2022-02-10 22:41:38,758 - mmaction - INFO - Epoch [202][220/940] lr: 4.000e-04, eta: 20:06:42, time: 1.242, data_time: 0.071, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8561, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.1425 2022-02-10 22:42:03,912 - mmaction - INFO - Epoch [202][240/940] lr: 4.000e-04, eta: 20:06:12, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8572, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.1715 2022-02-10 22:42:28,997 - mmaction - INFO - Epoch [202][260/940] lr: 4.000e-04, eta: 20:05:43, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8482, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.1378 2022-02-10 22:42:53,928 - mmaction - INFO - Epoch [202][280/940] lr: 4.000e-04, eta: 20:05:14, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8492, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.0675 2022-02-10 22:43:19,051 - mmaction - INFO - Epoch [202][300/940] lr: 4.000e-04, eta: 20:04:44, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.0833 2022-02-10 22:43:44,363 - mmaction - INFO - Epoch [202][320/940] lr: 4.000e-04, eta: 20:04:15, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8525, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.0968 2022-02-10 22:44:09,647 - mmaction - INFO - Epoch [202][340/940] lr: 4.000e-04, eta: 20:03:46, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8598, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.1444 2022-02-10 22:44:34,224 - mmaction - INFO - Epoch [202][360/940] lr: 4.000e-04, eta: 20:03:16, time: 1.229, data_time: 0.064, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8547, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.1569 2022-02-10 22:44:59,011 - mmaction - INFO - Epoch [202][380/940] lr: 4.000e-04, eta: 20:02:47, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8529, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.1245 2022-02-10 22:45:24,438 - mmaction - INFO - Epoch [202][400/940] lr: 4.000e-04, eta: 20:02:18, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8500, loss_cls: 1.3752, loss: 1.3752, grad_norm: 4.1199 2022-02-10 22:45:49,670 - mmaction - INFO - Epoch [202][420/940] lr: 4.000e-04, eta: 20:01:49, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8578, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.1119 2022-02-10 22:46:14,844 - mmaction - INFO - Epoch [202][440/940] lr: 4.000e-04, eta: 20:01:19, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8484, loss_cls: 1.3785, loss: 1.3785, grad_norm: 4.1255 2022-02-10 22:46:39,831 - mmaction - INFO - Epoch [202][460/940] lr: 4.000e-04, eta: 20:00:50, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8602, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.1510 2022-02-10 22:47:05,175 - mmaction - INFO - Epoch [202][480/940] lr: 4.000e-04, eta: 20:00:21, time: 1.268, data_time: 0.073, memory: 9488, top1_acc: 0.6588, top5_acc: 0.8439, loss_cls: 1.4301, loss: 1.4301, grad_norm: 4.2302 2022-02-10 22:47:30,479 - mmaction - INFO - Epoch [202][500/940] lr: 4.000e-04, eta: 19:59:52, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.3985, loss: 1.3985, grad_norm: 4.1372 2022-02-10 22:47:55,658 - mmaction - INFO - Epoch [202][520/940] lr: 4.000e-04, eta: 19:59:22, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8498, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.1274 2022-02-10 22:48:20,660 - mmaction - INFO - Epoch [202][540/940] lr: 4.000e-04, eta: 19:58:53, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8525, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.0658 2022-02-10 22:48:45,781 - mmaction - INFO - Epoch [202][560/940] lr: 4.000e-04, eta: 19:58:24, time: 1.256, data_time: 0.080, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8582, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.0667 2022-02-10 22:49:10,927 - mmaction - INFO - Epoch [202][580/940] lr: 4.000e-04, eta: 19:57:55, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8568, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.1084 2022-02-10 22:49:35,925 - mmaction - INFO - Epoch [202][600/940] lr: 4.000e-04, eta: 19:57:25, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8520, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.1183 2022-02-10 22:50:01,201 - mmaction - INFO - Epoch [202][620/940] lr: 4.000e-04, eta: 19:56:56, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.6623, top5_acc: 0.8521, loss_cls: 1.3949, loss: 1.3949, grad_norm: 4.2113 2022-02-10 22:50:26,528 - mmaction - INFO - Epoch [202][640/940] lr: 4.000e-04, eta: 19:56:27, time: 1.266, data_time: 0.077, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8592, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.1056 2022-02-10 22:50:51,907 - mmaction - INFO - Epoch [202][660/940] lr: 4.000e-04, eta: 19:55:58, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8480, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.1305 2022-02-10 22:51:16,674 - mmaction - INFO - Epoch [202][680/940] lr: 4.000e-04, eta: 19:55:28, time: 1.239, data_time: 0.070, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8568, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.0851 2022-02-10 22:51:41,740 - mmaction - INFO - Epoch [202][700/940] lr: 4.000e-04, eta: 19:54:59, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8605, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.1211 2022-02-10 22:52:07,078 - mmaction - INFO - Epoch [202][720/940] lr: 4.000e-04, eta: 19:54:30, time: 1.268, data_time: 0.083, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8492, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.1005 2022-02-10 22:52:32,047 - mmaction - INFO - Epoch [202][740/940] lr: 4.000e-04, eta: 19:54:00, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8508, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.1185 2022-02-10 22:52:57,246 - mmaction - INFO - Epoch [202][760/940] lr: 4.000e-04, eta: 19:53:31, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8639, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.0519 2022-02-10 22:53:22,375 - mmaction - INFO - Epoch [202][780/940] lr: 4.000e-04, eta: 19:53:02, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8523, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.2221 2022-02-10 22:53:47,208 - mmaction - INFO - Epoch [202][800/940] lr: 4.000e-04, eta: 19:52:33, time: 1.242, data_time: 0.073, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8570, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.1102 2022-02-10 22:54:12,571 - mmaction - INFO - Epoch [202][820/940] lr: 4.000e-04, eta: 19:52:03, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8549, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.0575 2022-02-10 22:54:37,831 - mmaction - INFO - Epoch [202][840/940] lr: 4.000e-04, eta: 19:51:34, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8613, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.1345 2022-02-10 22:55:03,225 - mmaction - INFO - Epoch [202][860/940] lr: 4.000e-04, eta: 19:51:05, time: 1.270, data_time: 0.078, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8479, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.0524 2022-02-10 22:55:27,885 - mmaction - INFO - Epoch [202][880/940] lr: 4.000e-04, eta: 19:50:36, time: 1.233, data_time: 0.064, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8467, loss_cls: 1.3919, loss: 1.3919, grad_norm: 4.1614 2022-02-10 22:55:53,205 - mmaction - INFO - Epoch [202][900/940] lr: 4.000e-04, eta: 19:50:06, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8547, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.1062 2022-02-10 22:56:18,397 - mmaction - INFO - Epoch [202][920/940] lr: 4.000e-04, eta: 19:49:37, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8498, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.1182 2022-02-10 22:56:42,306 - mmaction - INFO - Epoch [202][940/940] lr: 4.000e-04, eta: 19:49:08, time: 1.196, data_time: 0.068, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8478, loss_cls: 1.3994, loss: 1.3994, grad_norm: 4.1988 2022-02-10 22:59:49,021 - mmaction - INFO - Epoch [203][20/940] lr: 4.000e-04, eta: 19:49:38, time: 9.173, data_time: 7.302, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8641, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.1641 2022-02-10 23:00:12,529 - mmaction - INFO - Epoch [203][40/940] lr: 4.000e-04, eta: 19:49:09, time: 1.176, data_time: 0.051, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8490, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.1358 2022-02-10 23:00:36,413 - mmaction - INFO - Epoch [203][60/940] lr: 4.000e-04, eta: 19:48:39, time: 1.193, data_time: 0.047, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8525, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.0854 2022-02-10 23:01:00,319 - mmaction - INFO - Epoch [203][80/940] lr: 4.000e-04, eta: 19:48:09, time: 1.196, data_time: 0.051, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3471, loss: 1.3471, grad_norm: 4.0908 2022-02-10 23:01:24,485 - mmaction - INFO - Epoch [203][100/940] lr: 4.000e-04, eta: 19:47:39, time: 1.208, data_time: 0.053, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8590, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.1464 2022-02-10 23:01:48,990 - mmaction - INFO - Epoch [203][120/940] lr: 4.000e-04, eta: 19:47:10, time: 1.225, data_time: 0.062, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8609, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.0936 2022-02-10 23:02:13,915 - mmaction - INFO - Epoch [203][140/940] lr: 4.000e-04, eta: 19:46:41, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8611, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.0719 2022-02-10 23:02:38,463 - mmaction - INFO - Epoch [203][160/940] lr: 4.000e-04, eta: 19:46:11, time: 1.227, data_time: 0.067, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8656, loss_cls: 1.2911, loss: 1.2911, grad_norm: 4.0264 2022-02-10 23:03:03,292 - mmaction - INFO - Epoch [203][180/940] lr: 4.000e-04, eta: 19:45:42, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8551, loss_cls: 1.3730, loss: 1.3730, grad_norm: 4.1413 2022-02-10 23:03:28,054 - mmaction - INFO - Epoch [203][200/940] lr: 4.000e-04, eta: 19:45:12, time: 1.238, data_time: 0.065, memory: 9488, top1_acc: 0.6678, top5_acc: 0.8516, loss_cls: 1.3921, loss: 1.3921, grad_norm: 4.1561 2022-02-10 23:03:53,061 - mmaction - INFO - Epoch [203][220/940] lr: 4.000e-04, eta: 19:44:43, time: 1.250, data_time: 0.077, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8541, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.1450 2022-02-10 23:04:17,979 - mmaction - INFO - Epoch [203][240/940] lr: 4.000e-04, eta: 19:44:14, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8506, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.0889 2022-02-10 23:04:43,012 - mmaction - INFO - Epoch [203][260/940] lr: 4.000e-04, eta: 19:43:44, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3798, loss: 1.3798, grad_norm: 4.1788 2022-02-10 23:05:08,025 - mmaction - INFO - Epoch [203][280/940] lr: 4.000e-04, eta: 19:43:15, time: 1.251, data_time: 0.078, memory: 9488, top1_acc: 0.6645, top5_acc: 0.8443, loss_cls: 1.4075, loss: 1.4075, grad_norm: 4.1894 2022-02-10 23:05:33,003 - mmaction - INFO - Epoch [203][300/940] lr: 4.000e-04, eta: 19:42:46, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8500, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.0918 2022-02-10 23:05:57,739 - mmaction - INFO - Epoch [203][320/940] lr: 4.000e-04, eta: 19:42:16, time: 1.237, data_time: 0.070, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8562, loss_cls: 1.3381, loss: 1.3381, grad_norm: 4.1055 2022-02-10 23:06:22,750 - mmaction - INFO - Epoch [203][340/940] lr: 4.000e-04, eta: 19:41:47, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8621, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.0975 2022-02-10 23:06:47,562 - mmaction - INFO - Epoch [203][360/940] lr: 4.000e-04, eta: 19:41:18, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.6654, top5_acc: 0.8451, loss_cls: 1.4152, loss: 1.4152, grad_norm: 4.1529 2022-02-10 23:07:12,405 - mmaction - INFO - Epoch [203][380/940] lr: 4.000e-04, eta: 19:40:48, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8555, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.1706 2022-02-10 23:07:37,416 - mmaction - INFO - Epoch [203][400/940] lr: 4.000e-04, eta: 19:40:19, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8559, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.1164 2022-02-10 23:08:02,288 - mmaction - INFO - Epoch [203][420/940] lr: 4.000e-04, eta: 19:39:50, time: 1.244, data_time: 0.067, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8506, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.1650 2022-02-10 23:08:27,389 - mmaction - INFO - Epoch [203][440/940] lr: 4.000e-04, eta: 19:39:20, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8602, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.0977 2022-02-10 23:08:52,645 - mmaction - INFO - Epoch [203][460/940] lr: 4.000e-04, eta: 19:38:51, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8559, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.0417 2022-02-10 23:09:17,672 - mmaction - INFO - Epoch [203][480/940] lr: 4.000e-04, eta: 19:38:22, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8588, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.1842 2022-02-10 23:09:43,007 - mmaction - INFO - Epoch [203][500/940] lr: 4.000e-04, eta: 19:37:53, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8473, loss_cls: 1.3782, loss: 1.3782, grad_norm: 4.1420 2022-02-10 23:10:08,069 - mmaction - INFO - Epoch [203][520/940] lr: 4.000e-04, eta: 19:37:23, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8482, loss_cls: 1.3798, loss: 1.3798, grad_norm: 4.1659 2022-02-10 23:10:33,339 - mmaction - INFO - Epoch [203][540/940] lr: 4.000e-04, eta: 19:36:54, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8496, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.1336 2022-02-10 23:10:58,188 - mmaction - INFO - Epoch [203][560/940] lr: 4.000e-04, eta: 19:36:25, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8521, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.1291 2022-02-10 23:11:23,114 - mmaction - INFO - Epoch [203][580/940] lr: 4.000e-04, eta: 19:35:56, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8564, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.1777 2022-02-10 23:11:48,195 - mmaction - INFO - Epoch [203][600/940] lr: 4.000e-04, eta: 19:35:26, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3508, loss: 1.3508, grad_norm: 4.1623 2022-02-10 23:12:13,112 - mmaction - INFO - Epoch [203][620/940] lr: 4.000e-04, eta: 19:34:57, time: 1.246, data_time: 0.064, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8475, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.2248 2022-02-10 23:12:38,061 - mmaction - INFO - Epoch [203][640/940] lr: 4.000e-04, eta: 19:34:28, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6637, top5_acc: 0.8490, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.1534 2022-02-10 23:13:03,114 - mmaction - INFO - Epoch [203][660/940] lr: 4.000e-04, eta: 19:33:58, time: 1.252, data_time: 0.067, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8473, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.1407 2022-02-10 23:13:28,099 - mmaction - INFO - Epoch [203][680/940] lr: 4.000e-04, eta: 19:33:29, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6643, top5_acc: 0.8436, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.2690 2022-02-10 23:13:53,231 - mmaction - INFO - Epoch [203][700/940] lr: 4.000e-04, eta: 19:33:00, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8588, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.0214 2022-02-10 23:14:18,462 - mmaction - INFO - Epoch [203][720/940] lr: 4.000e-04, eta: 19:32:31, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8609, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.1303 2022-02-10 23:14:43,776 - mmaction - INFO - Epoch [203][740/940] lr: 4.000e-04, eta: 19:32:02, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8447, loss_cls: 1.4082, loss: 1.4082, grad_norm: 4.1855 2022-02-10 23:15:08,892 - mmaction - INFO - Epoch [203][760/940] lr: 4.000e-04, eta: 19:31:32, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8514, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.0741 2022-02-10 23:15:34,163 - mmaction - INFO - Epoch [203][780/940] lr: 4.000e-04, eta: 19:31:03, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8559, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.1459 2022-02-10 23:15:59,353 - mmaction - INFO - Epoch [203][800/940] lr: 4.000e-04, eta: 19:30:34, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8512, loss_cls: 1.3652, loss: 1.3652, grad_norm: 4.0993 2022-02-10 23:16:24,660 - mmaction - INFO - Epoch [203][820/940] lr: 4.000e-04, eta: 19:30:05, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8598, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.1336 2022-02-10 23:16:49,959 - mmaction - INFO - Epoch [203][840/940] lr: 4.000e-04, eta: 19:29:36, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8533, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.1464 2022-02-10 23:17:15,166 - mmaction - INFO - Epoch [203][860/940] lr: 4.000e-04, eta: 19:29:06, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8527, loss_cls: 1.3502, loss: 1.3502, grad_norm: 4.1227 2022-02-10 23:17:40,305 - mmaction - INFO - Epoch [203][880/940] lr: 4.000e-04, eta: 19:28:37, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6645, top5_acc: 0.8500, loss_cls: 1.3814, loss: 1.3814, grad_norm: 4.2059 2022-02-10 23:18:05,565 - mmaction - INFO - Epoch [203][900/940] lr: 4.000e-04, eta: 19:28:08, time: 1.263, data_time: 0.060, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8533, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.1616 2022-02-10 23:18:30,882 - mmaction - INFO - Epoch [203][920/940] lr: 4.000e-04, eta: 19:27:39, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8529, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.0897 2022-02-10 23:18:54,508 - mmaction - INFO - Epoch [203][940/940] lr: 4.000e-04, eta: 19:27:09, time: 1.182, data_time: 0.061, memory: 9488, top1_acc: 0.6623, top5_acc: 0.8521, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.2880 2022-02-10 23:21:41,818 - mmaction - INFO - Epoch [204][20/940] lr: 4.000e-04, eta: 19:27:31, time: 8.196, data_time: 6.834, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8551, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.1590 2022-02-10 23:22:05,598 - mmaction - INFO - Epoch [204][40/940] lr: 4.000e-04, eta: 19:27:02, time: 1.190, data_time: 0.058, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8557, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.2097 2022-02-10 23:22:29,267 - mmaction - INFO - Epoch [204][60/940] lr: 4.000e-04, eta: 19:26:32, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8480, loss_cls: 1.4177, loss: 1.4177, grad_norm: 4.2026 2022-02-10 23:22:53,133 - mmaction - INFO - Epoch [204][80/940] lr: 4.000e-04, eta: 19:26:02, time: 1.193, data_time: 0.050, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8576, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.1149 2022-02-10 23:23:17,555 - mmaction - INFO - Epoch [204][100/940] lr: 4.000e-04, eta: 19:25:33, time: 1.221, data_time: 0.056, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8559, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.1912 2022-02-10 23:23:42,059 - mmaction - INFO - Epoch [204][120/940] lr: 4.000e-04, eta: 19:25:03, time: 1.225, data_time: 0.068, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8541, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.1733 2022-02-10 23:24:06,667 - mmaction - INFO - Epoch [204][140/940] lr: 4.000e-04, eta: 19:24:34, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8463, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.0745 2022-02-10 23:24:31,544 - mmaction - INFO - Epoch [204][160/940] lr: 4.000e-04, eta: 19:24:04, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8594, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.2074 2022-02-10 23:24:57,047 - mmaction - INFO - Epoch [204][180/940] lr: 4.000e-04, eta: 19:23:35, time: 1.275, data_time: 0.070, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8559, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.0856 2022-02-10 23:25:21,880 - mmaction - INFO - Epoch [204][200/940] lr: 4.000e-04, eta: 19:23:06, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8520, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.0891 2022-02-10 23:25:47,104 - mmaction - INFO - Epoch [204][220/940] lr: 4.000e-04, eta: 19:22:37, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8635, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.1317 2022-02-10 23:26:12,123 - mmaction - INFO - Epoch [204][240/940] lr: 4.000e-04, eta: 19:22:07, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8588, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.1761 2022-02-10 23:26:37,280 - mmaction - INFO - Epoch [204][260/940] lr: 4.000e-04, eta: 19:21:38, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8488, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.2205 2022-02-10 23:27:02,175 - mmaction - INFO - Epoch [204][280/940] lr: 4.000e-04, eta: 19:21:09, time: 1.245, data_time: 0.075, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8502, loss_cls: 1.3734, loss: 1.3734, grad_norm: 4.1830 2022-02-10 23:27:27,388 - mmaction - INFO - Epoch [204][300/940] lr: 4.000e-04, eta: 19:20:40, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8465, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.2307 2022-02-10 23:27:52,493 - mmaction - INFO - Epoch [204][320/940] lr: 4.000e-04, eta: 19:20:10, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3681, loss: 1.3681, grad_norm: 4.1340 2022-02-10 23:28:17,448 - mmaction - INFO - Epoch [204][340/940] lr: 4.000e-04, eta: 19:19:41, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8500, loss_cls: 1.3864, loss: 1.3864, grad_norm: 4.1632 2022-02-10 23:28:42,681 - mmaction - INFO - Epoch [204][360/940] lr: 4.000e-04, eta: 19:19:12, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8516, loss_cls: 1.4037, loss: 1.4037, grad_norm: 4.1608 2022-02-10 23:29:07,558 - mmaction - INFO - Epoch [204][380/940] lr: 4.000e-04, eta: 19:18:43, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8600, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.0830 2022-02-10 23:29:32,705 - mmaction - INFO - Epoch [204][400/940] lr: 4.000e-04, eta: 19:18:13, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8553, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.2023 2022-02-10 23:29:57,745 - mmaction - INFO - Epoch [204][420/940] lr: 4.000e-04, eta: 19:17:44, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8541, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.2070 2022-02-10 23:30:22,635 - mmaction - INFO - Epoch [204][440/940] lr: 4.000e-04, eta: 19:17:15, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8525, loss_cls: 1.3989, loss: 1.3989, grad_norm: 4.2044 2022-02-10 23:30:48,041 - mmaction - INFO - Epoch [204][460/940] lr: 4.000e-04, eta: 19:16:46, time: 1.270, data_time: 0.078, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8527, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.2050 2022-02-10 23:31:13,306 - mmaction - INFO - Epoch [204][480/940] lr: 4.000e-04, eta: 19:16:17, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8631, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.1448 2022-02-10 23:31:38,640 - mmaction - INFO - Epoch [204][500/940] lr: 4.000e-04, eta: 19:15:47, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8543, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.1214 2022-02-10 23:32:03,750 - mmaction - INFO - Epoch [204][520/940] lr: 4.000e-04, eta: 19:15:18, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8625, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.1433 2022-02-10 23:32:29,333 - mmaction - INFO - Epoch [204][540/940] lr: 4.000e-04, eta: 19:14:49, time: 1.279, data_time: 0.073, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8557, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.1567 2022-02-10 23:32:54,617 - mmaction - INFO - Epoch [204][560/940] lr: 4.000e-04, eta: 19:14:20, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8428, loss_cls: 1.4283, loss: 1.4283, grad_norm: 4.2171 2022-02-10 23:33:19,922 - mmaction - INFO - Epoch [204][580/940] lr: 4.000e-04, eta: 19:13:51, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6650, top5_acc: 0.8492, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.2073 2022-02-10 23:33:45,246 - mmaction - INFO - Epoch [204][600/940] lr: 4.000e-04, eta: 19:13:22, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8527, loss_cls: 1.3742, loss: 1.3742, grad_norm: 4.1816 2022-02-10 23:34:10,477 - mmaction - INFO - Epoch [204][620/940] lr: 4.000e-04, eta: 19:12:53, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8619, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.0831 2022-02-10 23:34:35,758 - mmaction - INFO - Epoch [204][640/940] lr: 4.000e-04, eta: 19:12:23, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8604, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.1885 2022-02-10 23:35:00,908 - mmaction - INFO - Epoch [204][660/940] lr: 4.000e-04, eta: 19:11:54, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6529, top5_acc: 0.8359, loss_cls: 1.4429, loss: 1.4429, grad_norm: 4.2530 2022-02-10 23:35:25,834 - mmaction - INFO - Epoch [204][680/940] lr: 4.000e-04, eta: 19:11:25, time: 1.246, data_time: 0.068, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8514, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.0993 2022-02-10 23:35:51,152 - mmaction - INFO - Epoch [204][700/940] lr: 4.000e-04, eta: 19:10:56, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8594, loss_cls: 1.3397, loss: 1.3397, grad_norm: 4.1725 2022-02-10 23:36:16,460 - mmaction - INFO - Epoch [204][720/940] lr: 4.000e-04, eta: 19:10:27, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8545, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.1086 2022-02-10 23:36:41,768 - mmaction - INFO - Epoch [204][740/940] lr: 4.000e-04, eta: 19:09:58, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6684, top5_acc: 0.8561, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.0979 2022-02-10 23:37:07,195 - mmaction - INFO - Epoch [204][760/940] lr: 4.000e-04, eta: 19:09:28, time: 1.271, data_time: 0.066, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8578, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.1625 2022-02-10 23:37:32,403 - mmaction - INFO - Epoch [204][780/940] lr: 4.000e-04, eta: 19:08:59, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8525, loss_cls: 1.3780, loss: 1.3780, grad_norm: 4.2539 2022-02-10 23:37:57,881 - mmaction - INFO - Epoch [204][800/940] lr: 4.000e-04, eta: 19:08:30, time: 1.274, data_time: 0.068, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8576, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.1180 2022-02-10 23:38:23,107 - mmaction - INFO - Epoch [204][820/940] lr: 4.000e-04, eta: 19:08:01, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8615, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.0942 2022-02-10 23:38:48,210 - mmaction - INFO - Epoch [204][840/940] lr: 4.000e-04, eta: 19:07:32, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8520, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.1438 2022-02-10 23:39:13,434 - mmaction - INFO - Epoch [204][860/940] lr: 4.000e-04, eta: 19:07:03, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8586, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.1551 2022-02-10 23:39:38,840 - mmaction - INFO - Epoch [204][880/940] lr: 4.000e-04, eta: 19:06:34, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8525, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.1159 2022-02-10 23:40:04,111 - mmaction - INFO - Epoch [204][900/940] lr: 4.000e-04, eta: 19:06:04, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8518, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.1898 2022-02-10 23:40:29,275 - mmaction - INFO - Epoch [204][920/940] lr: 4.000e-04, eta: 19:05:35, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8469, loss_cls: 1.3979, loss: 1.3979, grad_norm: 4.2061 2022-02-10 23:40:53,066 - mmaction - INFO - Epoch [204][940/940] lr: 4.000e-04, eta: 19:05:06, time: 1.189, data_time: 0.062, memory: 9488, top1_acc: 0.6631, top5_acc: 0.8543, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.2132 2022-02-10 23:43:57,058 - mmaction - INFO - Epoch [205][20/940] lr: 4.000e-04, eta: 19:05:32, time: 9.010, data_time: 6.310, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8535, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.1665 2022-02-10 23:44:20,516 - mmaction - INFO - Epoch [205][40/940] lr: 4.000e-04, eta: 19:05:03, time: 1.175, data_time: 0.053, memory: 9488, top1_acc: 0.6703, top5_acc: 0.8482, loss_cls: 1.3818, loss: 1.3818, grad_norm: 4.2209 2022-02-10 23:44:44,133 - mmaction - INFO - Epoch [205][60/940] lr: 4.000e-04, eta: 19:04:33, time: 1.181, data_time: 0.046, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8598, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.1242 2022-02-10 23:45:08,064 - mmaction - INFO - Epoch [205][80/940] lr: 4.000e-04, eta: 19:04:03, time: 1.197, data_time: 0.047, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.1609 2022-02-10 23:45:32,669 - mmaction - INFO - Epoch [205][100/940] lr: 4.000e-04, eta: 19:03:34, time: 1.230, data_time: 0.052, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8551, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.1097 2022-02-10 23:45:57,382 - mmaction - INFO - Epoch [205][120/940] lr: 4.000e-04, eta: 19:03:04, time: 1.236, data_time: 0.054, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8580, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.1003 2022-02-10 23:46:22,061 - mmaction - INFO - Epoch [205][140/940] lr: 4.000e-04, eta: 19:02:35, time: 1.234, data_time: 0.069, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8570, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.2248 2022-02-10 23:46:47,172 - mmaction - INFO - Epoch [205][160/940] lr: 4.000e-04, eta: 19:02:06, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8598, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.2217 2022-02-10 23:47:12,358 - mmaction - INFO - Epoch [205][180/940] lr: 4.000e-04, eta: 19:01:37, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8514, loss_cls: 1.3484, loss: 1.3484, grad_norm: 4.1482 2022-02-10 23:47:37,251 - mmaction - INFO - Epoch [205][200/940] lr: 4.000e-04, eta: 19:01:07, time: 1.245, data_time: 0.070, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8494, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.1833 2022-02-10 23:48:02,369 - mmaction - INFO - Epoch [205][220/940] lr: 4.000e-04, eta: 19:00:38, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8496, loss_cls: 1.3622, loss: 1.3622, grad_norm: 4.1656 2022-02-10 23:48:27,550 - mmaction - INFO - Epoch [205][240/940] lr: 4.000e-04, eta: 19:00:09, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8525, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.2157 2022-02-10 23:48:52,954 - mmaction - INFO - Epoch [205][260/940] lr: 4.000e-04, eta: 18:59:40, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8529, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.1815 2022-02-10 23:49:18,052 - mmaction - INFO - Epoch [205][280/940] lr: 4.000e-04, eta: 18:59:11, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8422, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.1910 2022-02-10 23:49:43,419 - mmaction - INFO - Epoch [205][300/940] lr: 4.000e-04, eta: 18:58:41, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8520, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.1642 2022-02-10 23:50:08,233 - mmaction - INFO - Epoch [205][320/940] lr: 4.000e-04, eta: 18:58:12, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8619, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.1868 2022-02-10 23:50:33,359 - mmaction - INFO - Epoch [205][340/940] lr: 4.000e-04, eta: 18:57:43, time: 1.256, data_time: 0.079, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8453, loss_cls: 1.3908, loss: 1.3908, grad_norm: 4.2396 2022-02-10 23:50:58,344 - mmaction - INFO - Epoch [205][360/940] lr: 4.000e-04, eta: 18:57:14, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8613, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.1454 2022-02-10 23:51:23,536 - mmaction - INFO - Epoch [205][380/940] lr: 4.000e-04, eta: 18:56:45, time: 1.260, data_time: 0.083, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8631, loss_cls: 1.3011, loss: 1.3011, grad_norm: 4.1650 2022-02-10 23:51:48,550 - mmaction - INFO - Epoch [205][400/940] lr: 4.000e-04, eta: 18:56:15, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8656, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.1514 2022-02-10 23:52:13,651 - mmaction - INFO - Epoch [205][420/940] lr: 4.000e-04, eta: 18:55:46, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8658, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.1244 2022-02-10 23:52:38,809 - mmaction - INFO - Epoch [205][440/940] lr: 4.000e-04, eta: 18:55:17, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8523, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.1767 2022-02-10 23:53:03,868 - mmaction - INFO - Epoch [205][460/940] lr: 4.000e-04, eta: 18:54:48, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8512, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.1943 2022-02-10 23:53:29,130 - mmaction - INFO - Epoch [205][480/940] lr: 4.000e-04, eta: 18:54:19, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8576, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.2049 2022-02-10 23:53:54,363 - mmaction - INFO - Epoch [205][500/940] lr: 4.000e-04, eta: 18:53:49, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8535, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.0782 2022-02-10 23:54:19,451 - mmaction - INFO - Epoch [205][520/940] lr: 4.000e-04, eta: 18:53:20, time: 1.254, data_time: 0.077, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8561, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.1686 2022-02-10 23:54:44,462 - mmaction - INFO - Epoch [205][540/940] lr: 4.000e-04, eta: 18:52:51, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8512, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.1518 2022-02-10 23:55:09,453 - mmaction - INFO - Epoch [205][560/940] lr: 4.000e-04, eta: 18:52:22, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8506, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.1863 2022-02-10 23:55:34,480 - mmaction - INFO - Epoch [205][580/940] lr: 4.000e-04, eta: 18:51:52, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8535, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.1885 2022-02-10 23:55:59,662 - mmaction - INFO - Epoch [205][600/940] lr: 4.000e-04, eta: 18:51:23, time: 1.259, data_time: 0.077, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8541, loss_cls: 1.3778, loss: 1.3778, grad_norm: 4.2069 2022-02-10 23:56:24,689 - mmaction - INFO - Epoch [205][620/940] lr: 4.000e-04, eta: 18:50:54, time: 1.251, data_time: 0.075, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8582, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.1461 2022-02-10 23:56:49,842 - mmaction - INFO - Epoch [205][640/940] lr: 4.000e-04, eta: 18:50:25, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8543, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.1577 2022-02-10 23:57:14,843 - mmaction - INFO - Epoch [205][660/940] lr: 4.000e-04, eta: 18:49:56, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8520, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.0467 2022-02-10 23:57:39,963 - mmaction - INFO - Epoch [205][680/940] lr: 4.000e-04, eta: 18:49:27, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.6695, top5_acc: 0.8459, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.2313 2022-02-10 23:58:05,212 - mmaction - INFO - Epoch [205][700/940] lr: 4.000e-04, eta: 18:48:57, time: 1.262, data_time: 0.085, memory: 9488, top1_acc: 0.6662, top5_acc: 0.8422, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.2035 2022-02-10 23:58:30,114 - mmaction - INFO - Epoch [205][720/940] lr: 4.000e-04, eta: 18:48:28, time: 1.245, data_time: 0.067, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8529, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.1635 2022-02-10 23:58:55,105 - mmaction - INFO - Epoch [205][740/940] lr: 4.000e-04, eta: 18:47:59, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8592, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.1756 2022-02-10 23:59:20,232 - mmaction - INFO - Epoch [205][760/940] lr: 4.000e-04, eta: 18:47:30, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8600, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.1586 2022-02-10 23:59:45,286 - mmaction - INFO - Epoch [205][780/940] lr: 4.000e-04, eta: 18:47:01, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8617, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.1626 2022-02-11 00:00:10,338 - mmaction - INFO - Epoch [205][800/940] lr: 4.000e-04, eta: 18:46:31, time: 1.251, data_time: 0.087, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8586, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.1725 2022-02-11 00:00:35,351 - mmaction - INFO - Epoch [205][820/940] lr: 4.000e-04, eta: 18:46:02, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6727, top5_acc: 0.8543, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.2010 2022-02-11 00:01:00,670 - mmaction - INFO - Epoch [205][840/940] lr: 4.000e-04, eta: 18:45:33, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8588, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.1672 2022-02-11 00:01:25,715 - mmaction - INFO - Epoch [205][860/940] lr: 4.000e-04, eta: 18:45:04, time: 1.252, data_time: 0.081, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8592, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.2186 2022-02-11 00:01:50,670 - mmaction - INFO - Epoch [205][880/940] lr: 4.000e-04, eta: 18:44:35, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8605, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.1955 2022-02-11 00:02:15,506 - mmaction - INFO - Epoch [205][900/940] lr: 4.000e-04, eta: 18:44:05, time: 1.242, data_time: 0.067, memory: 9488, top1_acc: 0.6693, top5_acc: 0.8547, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.2514 2022-02-11 00:02:40,651 - mmaction - INFO - Epoch [205][920/940] lr: 4.000e-04, eta: 18:43:36, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8580, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.1459 2022-02-11 00:03:04,556 - mmaction - INFO - Epoch [205][940/940] lr: 4.000e-04, eta: 18:43:07, time: 1.196, data_time: 0.064, memory: 9488, top1_acc: 0.6650, top5_acc: 0.8513, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.2351 2022-02-11 00:03:09,619 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 00:03:09,624 - mmaction - INFO - 110 BN found 2022-02-11 00:07:54,086 - mmaction - INFO - BN stats updated 2022-02-11 00:07:56,089 - mmaction - INFO - Saving checkpoint at 205 epochs 2022-02-11 00:10:55,757 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 00:10:56,496 - mmaction - INFO - top1_acc 0.6925 top5_acc 0.8863 2022-02-11 00:10:56,497 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 00:10:56,524 - mmaction - INFO - mean_acc 0.6925 2022-02-11 00:10:56,526 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_200.pth was removed 2022-02-11 00:10:57,686 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_205.pth. 2022-02-11 00:10:57,687 - mmaction - INFO - Best top1_acc is 0.6925 at 205 epoch. 2022-02-11 00:10:57,696 - mmaction - INFO - Epoch(val) [205][78] top1_acc: 0.6925, top5_acc: 0.8863, mean_class_accuracy: 0.6925 2022-02-11 00:13:26,015 - mmaction - INFO - Epoch [206][20/940] lr: 4.000e-04, eta: 18:43:21, time: 7.410, data_time: 5.659, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8564, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.1277 2022-02-11 00:13:49,696 - mmaction - INFO - Epoch [206][40/940] lr: 4.000e-04, eta: 18:42:51, time: 1.187, data_time: 0.053, memory: 9488, top1_acc: 0.6637, top5_acc: 0.8520, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.2250 2022-02-11 00:14:13,366 - mmaction - INFO - Epoch [206][60/940] lr: 4.000e-04, eta: 18:42:21, time: 1.183, data_time: 0.045, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8557, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.2346 2022-02-11 00:14:37,392 - mmaction - INFO - Epoch [206][80/940] lr: 4.000e-04, eta: 18:41:52, time: 1.201, data_time: 0.049, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8535, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.2051 2022-02-11 00:15:01,555 - mmaction - INFO - Epoch [206][100/940] lr: 4.000e-04, eta: 18:41:22, time: 1.208, data_time: 0.047, memory: 9488, top1_acc: 0.6684, top5_acc: 0.8508, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.1643 2022-02-11 00:15:25,900 - mmaction - INFO - Epoch [206][120/940] lr: 4.000e-04, eta: 18:40:53, time: 1.217, data_time: 0.049, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8574, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.2243 2022-02-11 00:15:50,593 - mmaction - INFO - Epoch [206][140/940] lr: 4.000e-04, eta: 18:40:23, time: 1.235, data_time: 0.057, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8684, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.2172 2022-02-11 00:16:15,564 - mmaction - INFO - Epoch [206][160/940] lr: 4.000e-04, eta: 18:39:54, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8555, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.2173 2022-02-11 00:16:40,376 - mmaction - INFO - Epoch [206][180/940] lr: 4.000e-04, eta: 18:39:25, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8539, loss_cls: 1.3752, loss: 1.3752, grad_norm: 4.2190 2022-02-11 00:17:05,390 - mmaction - INFO - Epoch [206][200/940] lr: 4.000e-04, eta: 18:38:56, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8527, loss_cls: 1.3694, loss: 1.3694, grad_norm: 4.1358 2022-02-11 00:17:30,279 - mmaction - INFO - Epoch [206][220/940] lr: 4.000e-04, eta: 18:38:26, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8535, loss_cls: 1.3759, loss: 1.3759, grad_norm: 4.1395 2022-02-11 00:17:55,058 - mmaction - INFO - Epoch [206][240/940] lr: 4.000e-04, eta: 18:37:57, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8557, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.1908 2022-02-11 00:18:20,369 - mmaction - INFO - Epoch [206][260/940] lr: 4.000e-04, eta: 18:37:28, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8613, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.1072 2022-02-11 00:18:45,559 - mmaction - INFO - Epoch [206][280/940] lr: 4.000e-04, eta: 18:36:59, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8547, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.2551 2022-02-11 00:19:10,668 - mmaction - INFO - Epoch [206][300/940] lr: 4.000e-04, eta: 18:36:30, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8518, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.2592 2022-02-11 00:19:35,798 - mmaction - INFO - Epoch [206][320/940] lr: 4.000e-04, eta: 18:36:01, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8520, loss_cls: 1.3791, loss: 1.3791, grad_norm: 4.2885 2022-02-11 00:20:00,995 - mmaction - INFO - Epoch [206][340/940] lr: 4.000e-04, eta: 18:35:31, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8629, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.1687 2022-02-11 00:20:26,247 - mmaction - INFO - Epoch [206][360/940] lr: 4.000e-04, eta: 18:35:02, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8559, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.1315 2022-02-11 00:20:51,542 - mmaction - INFO - Epoch [206][380/940] lr: 4.000e-04, eta: 18:34:33, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8559, loss_cls: 1.3610, loss: 1.3610, grad_norm: 4.2337 2022-02-11 00:21:16,721 - mmaction - INFO - Epoch [206][400/940] lr: 4.000e-04, eta: 18:34:04, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8596, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.1131 2022-02-11 00:21:42,004 - mmaction - INFO - Epoch [206][420/940] lr: 4.000e-04, eta: 18:33:35, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8504, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.1378 2022-02-11 00:22:07,176 - mmaction - INFO - Epoch [206][440/940] lr: 4.000e-04, eta: 18:33:06, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8576, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.1575 2022-02-11 00:22:32,185 - mmaction - INFO - Epoch [206][460/940] lr: 4.000e-04, eta: 18:32:37, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.6693, top5_acc: 0.8533, loss_cls: 1.3586, loss: 1.3586, grad_norm: 4.2061 2022-02-11 00:22:57,541 - mmaction - INFO - Epoch [206][480/940] lr: 4.000e-04, eta: 18:32:08, time: 1.268, data_time: 0.072, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8580, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.1841 2022-02-11 00:23:22,884 - mmaction - INFO - Epoch [206][500/940] lr: 4.000e-04, eta: 18:31:38, time: 1.268, data_time: 0.081, memory: 9488, top1_acc: 0.6652, top5_acc: 0.8516, loss_cls: 1.3996, loss: 1.3996, grad_norm: 4.2804 2022-02-11 00:23:48,319 - mmaction - INFO - Epoch [206][520/940] lr: 4.000e-04, eta: 18:31:09, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8590, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.1713 2022-02-11 00:24:13,782 - mmaction - INFO - Epoch [206][540/940] lr: 4.000e-04, eta: 18:30:40, time: 1.273, data_time: 0.069, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8521, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.2098 2022-02-11 00:24:39,169 - mmaction - INFO - Epoch [206][560/940] lr: 4.000e-04, eta: 18:30:11, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8414, loss_cls: 1.3888, loss: 1.3888, grad_norm: 4.2181 2022-02-11 00:25:04,553 - mmaction - INFO - Epoch [206][580/940] lr: 4.000e-04, eta: 18:29:42, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8631, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.2127 2022-02-11 00:25:29,793 - mmaction - INFO - Epoch [206][600/940] lr: 4.000e-04, eta: 18:29:13, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8627, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.1417 2022-02-11 00:25:55,200 - mmaction - INFO - Epoch [206][620/940] lr: 4.000e-04, eta: 18:28:44, time: 1.270, data_time: 0.074, memory: 9488, top1_acc: 0.6699, top5_acc: 0.8564, loss_cls: 1.3820, loss: 1.3820, grad_norm: 4.2823 2022-02-11 00:26:20,517 - mmaction - INFO - Epoch [206][640/940] lr: 4.000e-04, eta: 18:28:15, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8580, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.1833 2022-02-11 00:26:45,841 - mmaction - INFO - Epoch [206][660/940] lr: 4.000e-04, eta: 18:27:46, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8535, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.2965 2022-02-11 00:27:11,129 - mmaction - INFO - Epoch [206][680/940] lr: 4.000e-04, eta: 18:27:17, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8527, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.2500 2022-02-11 00:27:36,343 - mmaction - INFO - Epoch [206][700/940] lr: 4.000e-04, eta: 18:26:48, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8531, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.1987 2022-02-11 00:28:01,495 - mmaction - INFO - Epoch [206][720/940] lr: 4.000e-04, eta: 18:26:19, time: 1.258, data_time: 0.062, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8561, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.1989 2022-02-11 00:28:26,719 - mmaction - INFO - Epoch [206][740/940] lr: 4.000e-04, eta: 18:25:49, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8537, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.2122 2022-02-11 00:28:51,755 - mmaction - INFO - Epoch [206][760/940] lr: 4.000e-04, eta: 18:25:20, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8488, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.1649 2022-02-11 00:29:17,069 - mmaction - INFO - Epoch [206][780/940] lr: 4.000e-04, eta: 18:24:51, time: 1.265, data_time: 0.064, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8598, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.2368 2022-02-11 00:29:42,254 - mmaction - INFO - Epoch [206][800/940] lr: 4.000e-04, eta: 18:24:22, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8547, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.2112 2022-02-11 00:30:07,279 - mmaction - INFO - Epoch [206][820/940] lr: 4.000e-04, eta: 18:23:53, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8602, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.1292 2022-02-11 00:30:32,495 - mmaction - INFO - Epoch [206][840/940] lr: 4.000e-04, eta: 18:23:24, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8588, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.1396 2022-02-11 00:30:57,890 - mmaction - INFO - Epoch [206][860/940] lr: 4.000e-04, eta: 18:22:55, time: 1.270, data_time: 0.060, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8512, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.1920 2022-02-11 00:31:22,735 - mmaction - INFO - Epoch [206][880/940] lr: 4.000e-04, eta: 18:22:25, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.2078 2022-02-11 00:31:47,556 - mmaction - INFO - Epoch [206][900/940] lr: 4.000e-04, eta: 18:21:56, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8525, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.2191 2022-02-11 00:32:12,655 - mmaction - INFO - Epoch [206][920/940] lr: 4.000e-04, eta: 18:21:27, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8576, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.1831 2022-02-11 00:32:36,312 - mmaction - INFO - Epoch [206][940/940] lr: 4.000e-04, eta: 18:20:57, time: 1.184, data_time: 0.062, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8458, loss_cls: 1.4082, loss: 1.4082, grad_norm: 4.2048 2022-02-11 00:35:57,387 - mmaction - INFO - Epoch [207][20/940] lr: 4.000e-04, eta: 18:21:26, time: 9.715, data_time: 8.083, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8537, loss_cls: 1.3682, loss: 1.3682, grad_norm: 4.2423 2022-02-11 00:36:20,999 - mmaction - INFO - Epoch [207][40/940] lr: 4.000e-04, eta: 18:20:57, time: 1.181, data_time: 0.053, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8537, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.2026 2022-02-11 00:36:44,643 - mmaction - INFO - Epoch [207][60/940] lr: 4.000e-04, eta: 18:20:27, time: 1.182, data_time: 0.045, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.2428 2022-02-11 00:37:08,769 - mmaction - INFO - Epoch [207][80/940] lr: 4.000e-04, eta: 18:19:57, time: 1.206, data_time: 0.051, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8578, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.1963 2022-02-11 00:37:32,906 - mmaction - INFO - Epoch [207][100/940] lr: 4.000e-04, eta: 18:19:28, time: 1.207, data_time: 0.054, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8576, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.1777 2022-02-11 00:37:57,474 - mmaction - INFO - Epoch [207][120/940] lr: 4.000e-04, eta: 18:18:59, time: 1.228, data_time: 0.064, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8549, loss_cls: 1.3568, loss: 1.3568, grad_norm: 4.3163 2022-02-11 00:38:22,072 - mmaction - INFO - Epoch [207][140/940] lr: 4.000e-04, eta: 18:18:29, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3872, loss: 1.3872, grad_norm: 4.2930 2022-02-11 00:38:46,617 - mmaction - INFO - Epoch [207][160/940] lr: 4.000e-04, eta: 18:18:00, time: 1.227, data_time: 0.061, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8545, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.2340 2022-02-11 00:39:11,610 - mmaction - INFO - Epoch [207][180/940] lr: 4.000e-04, eta: 18:17:31, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8592, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.1965 2022-02-11 00:39:36,172 - mmaction - INFO - Epoch [207][200/940] lr: 4.000e-04, eta: 18:17:01, time: 1.228, data_time: 0.058, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8545, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.1742 2022-02-11 00:40:00,772 - mmaction - INFO - Epoch [207][220/940] lr: 4.000e-04, eta: 18:16:32, time: 1.230, data_time: 0.058, memory: 9488, top1_acc: 0.6682, top5_acc: 0.8529, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.1791 2022-02-11 00:40:25,348 - mmaction - INFO - Epoch [207][240/940] lr: 4.000e-04, eta: 18:16:03, time: 1.229, data_time: 0.060, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8465, loss_cls: 1.4090, loss: 1.4090, grad_norm: 4.3095 2022-02-11 00:40:50,135 - mmaction - INFO - Epoch [207][260/940] lr: 4.000e-04, eta: 18:15:33, time: 1.240, data_time: 0.053, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8584, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.1531 2022-02-11 00:41:15,430 - mmaction - INFO - Epoch [207][280/940] lr: 4.000e-04, eta: 18:15:04, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8627, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.1321 2022-02-11 00:41:40,346 - mmaction - INFO - Epoch [207][300/940] lr: 4.000e-04, eta: 18:14:35, time: 1.246, data_time: 0.062, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8529, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.2702 2022-02-11 00:42:05,082 - mmaction - INFO - Epoch [207][320/940] lr: 4.000e-04, eta: 18:14:06, time: 1.237, data_time: 0.059, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8535, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.2219 2022-02-11 00:42:29,984 - mmaction - INFO - Epoch [207][340/940] lr: 4.000e-04, eta: 18:13:37, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6609, top5_acc: 0.8471, loss_cls: 1.4058, loss: 1.4058, grad_norm: 4.2744 2022-02-11 00:42:54,865 - mmaction - INFO - Epoch [207][360/940] lr: 4.000e-04, eta: 18:13:07, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8619, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.1478 2022-02-11 00:43:19,925 - mmaction - INFO - Epoch [207][380/940] lr: 4.000e-04, eta: 18:12:38, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8574, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.2321 2022-02-11 00:43:44,932 - mmaction - INFO - Epoch [207][400/940] lr: 4.000e-04, eta: 18:12:09, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8529, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.1603 2022-02-11 00:44:09,982 - mmaction - INFO - Epoch [207][420/940] lr: 4.000e-04, eta: 18:11:40, time: 1.253, data_time: 0.060, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8551, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.1475 2022-02-11 00:44:34,990 - mmaction - INFO - Epoch [207][440/940] lr: 4.000e-04, eta: 18:11:11, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8498, loss_cls: 1.3568, loss: 1.3568, grad_norm: 4.2172 2022-02-11 00:45:00,268 - mmaction - INFO - Epoch [207][460/940] lr: 4.000e-04, eta: 18:10:42, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8516, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.1768 2022-02-11 00:45:25,524 - mmaction - INFO - Epoch [207][480/940] lr: 4.000e-04, eta: 18:10:13, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8555, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.1573 2022-02-11 00:45:50,719 - mmaction - INFO - Epoch [207][500/940] lr: 4.000e-04, eta: 18:09:43, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6980, top5_acc: 0.8611, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.1805 2022-02-11 00:46:15,968 - mmaction - INFO - Epoch [207][520/940] lr: 4.000e-04, eta: 18:09:14, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8518, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.1539 2022-02-11 00:46:40,870 - mmaction - INFO - Epoch [207][540/940] lr: 4.000e-04, eta: 18:08:45, time: 1.245, data_time: 0.081, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8527, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.2192 2022-02-11 00:47:06,098 - mmaction - INFO - Epoch [207][560/940] lr: 4.000e-04, eta: 18:08:16, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8525, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.1352 2022-02-11 00:47:31,272 - mmaction - INFO - Epoch [207][580/940] lr: 4.000e-04, eta: 18:07:47, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8605, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.2113 2022-02-11 00:47:56,530 - mmaction - INFO - Epoch [207][600/940] lr: 4.000e-04, eta: 18:07:18, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8600, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.1640 2022-02-11 00:48:21,847 - mmaction - INFO - Epoch [207][620/940] lr: 4.000e-04, eta: 18:06:49, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.1151 2022-02-11 00:48:47,217 - mmaction - INFO - Epoch [207][640/940] lr: 4.000e-04, eta: 18:06:20, time: 1.268, data_time: 0.084, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8613, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.1970 2022-02-11 00:49:12,466 - mmaction - INFO - Epoch [207][660/940] lr: 4.000e-04, eta: 18:05:51, time: 1.262, data_time: 0.083, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8586, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.1529 2022-02-11 00:49:37,481 - mmaction - INFO - Epoch [207][680/940] lr: 4.000e-04, eta: 18:05:21, time: 1.251, data_time: 0.079, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8562, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.1229 2022-02-11 00:50:02,875 - mmaction - INFO - Epoch [207][700/940] lr: 4.000e-04, eta: 18:04:52, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8535, loss_cls: 1.3850, loss: 1.3850, grad_norm: 4.3327 2022-02-11 00:50:27,916 - mmaction - INFO - Epoch [207][720/940] lr: 4.000e-04, eta: 18:04:23, time: 1.252, data_time: 0.078, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8572, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.1759 2022-02-11 00:50:53,145 - mmaction - INFO - Epoch [207][740/940] lr: 4.000e-04, eta: 18:03:54, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.1903 2022-02-11 00:51:18,268 - mmaction - INFO - Epoch [207][760/940] lr: 4.000e-04, eta: 18:03:25, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8625, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.2120 2022-02-11 00:51:43,258 - mmaction - INFO - Epoch [207][780/940] lr: 4.000e-04, eta: 18:02:56, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8496, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.1714 2022-02-11 00:52:08,431 - mmaction - INFO - Epoch [207][800/940] lr: 4.000e-04, eta: 18:02:27, time: 1.259, data_time: 0.079, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8572, loss_cls: 1.3685, loss: 1.3685, grad_norm: 4.1907 2022-02-11 00:52:33,596 - mmaction - INFO - Epoch [207][820/940] lr: 4.000e-04, eta: 18:01:58, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8607, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.1821 2022-02-11 00:52:58,873 - mmaction - INFO - Epoch [207][840/940] lr: 4.000e-04, eta: 18:01:29, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8510, loss_cls: 1.3970, loss: 1.3970, grad_norm: 4.2474 2022-02-11 00:53:23,824 - mmaction - INFO - Epoch [207][860/940] lr: 4.000e-04, eta: 18:00:59, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8512, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.3048 2022-02-11 00:53:48,873 - mmaction - INFO - Epoch [207][880/940] lr: 4.000e-04, eta: 18:00:30, time: 1.253, data_time: 0.078, memory: 9488, top1_acc: 0.6693, top5_acc: 0.8426, loss_cls: 1.3998, loss: 1.3998, grad_norm: 4.3148 2022-02-11 00:54:14,048 - mmaction - INFO - Epoch [207][900/940] lr: 4.000e-04, eta: 18:00:01, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8586, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.1846 2022-02-11 00:54:39,063 - mmaction - INFO - Epoch [207][920/940] lr: 4.000e-04, eta: 17:59:32, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8521, loss_cls: 1.3758, loss: 1.3758, grad_norm: 4.2338 2022-02-11 00:55:02,839 - mmaction - INFO - Epoch [207][940/940] lr: 4.000e-04, eta: 17:59:03, time: 1.189, data_time: 0.066, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.2409 2022-02-11 00:58:21,999 - mmaction - INFO - Epoch [208][20/940] lr: 4.000e-04, eta: 17:59:29, time: 9.626, data_time: 7.789, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8549, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.1707 2022-02-11 00:58:47,371 - mmaction - INFO - Epoch [208][40/940] lr: 4.000e-04, eta: 17:59:00, time: 1.269, data_time: 0.046, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8596, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.2053 2022-02-11 00:59:11,053 - mmaction - INFO - Epoch [208][60/940] lr: 4.000e-04, eta: 17:58:30, time: 1.184, data_time: 0.050, memory: 9488, top1_acc: 0.6727, top5_acc: 0.8533, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.2856 2022-02-11 00:59:34,980 - mmaction - INFO - Epoch [208][80/940] lr: 4.000e-04, eta: 17:58:01, time: 1.197, data_time: 0.052, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8543, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.2748 2022-02-11 00:59:59,131 - mmaction - INFO - Epoch [208][100/940] lr: 4.000e-04, eta: 17:57:32, time: 1.207, data_time: 0.049, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.1164 2022-02-11 01:00:23,696 - mmaction - INFO - Epoch [208][120/940] lr: 4.000e-04, eta: 17:57:02, time: 1.229, data_time: 0.063, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.1146 2022-02-11 01:00:48,192 - mmaction - INFO - Epoch [208][140/940] lr: 4.000e-04, eta: 17:56:33, time: 1.224, data_time: 0.063, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8510, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.1904 2022-02-11 01:01:12,826 - mmaction - INFO - Epoch [208][160/940] lr: 4.000e-04, eta: 17:56:04, time: 1.232, data_time: 0.066, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8531, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.2317 2022-02-11 01:01:37,425 - mmaction - INFO - Epoch [208][180/940] lr: 4.000e-04, eta: 17:55:34, time: 1.230, data_time: 0.069, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8574, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.1481 2022-02-11 01:02:02,200 - mmaction - INFO - Epoch [208][200/940] lr: 4.000e-04, eta: 17:55:05, time: 1.239, data_time: 0.070, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8592, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.1978 2022-02-11 01:02:27,225 - mmaction - INFO - Epoch [208][220/940] lr: 4.000e-04, eta: 17:54:36, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8611, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.1738 2022-02-11 01:02:52,383 - mmaction - INFO - Epoch [208][240/940] lr: 4.000e-04, eta: 17:54:07, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8578, loss_cls: 1.3253, loss: 1.3253, grad_norm: 4.2048 2022-02-11 01:03:17,558 - mmaction - INFO - Epoch [208][260/940] lr: 4.000e-04, eta: 17:53:38, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8668, loss_cls: 1.2602, loss: 1.2602, grad_norm: 4.1135 2022-02-11 01:03:42,798 - mmaction - INFO - Epoch [208][280/940] lr: 4.000e-04, eta: 17:53:09, time: 1.261, data_time: 0.085, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8627, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.1971 2022-02-11 01:04:07,732 - mmaction - INFO - Epoch [208][300/940] lr: 4.000e-04, eta: 17:52:39, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8508, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.2431 2022-02-11 01:04:32,717 - mmaction - INFO - Epoch [208][320/940] lr: 4.000e-04, eta: 17:52:10, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8609, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.1762 2022-02-11 01:04:57,826 - mmaction - INFO - Epoch [208][340/940] lr: 4.000e-04, eta: 17:51:41, time: 1.255, data_time: 0.079, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8566, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.2841 2022-02-11 01:05:22,822 - mmaction - INFO - Epoch [208][360/940] lr: 4.000e-04, eta: 17:51:12, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8533, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.2387 2022-02-11 01:05:47,910 - mmaction - INFO - Epoch [208][380/940] lr: 4.000e-04, eta: 17:50:43, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8516, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.1838 2022-02-11 01:06:13,146 - mmaction - INFO - Epoch [208][400/940] lr: 4.000e-04, eta: 17:50:14, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8486, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.3082 2022-02-11 01:06:38,485 - mmaction - INFO - Epoch [208][420/940] lr: 4.000e-04, eta: 17:49:45, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.1542 2022-02-11 01:07:03,751 - mmaction - INFO - Epoch [208][440/940] lr: 4.000e-04, eta: 17:49:16, time: 1.263, data_time: 0.080, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8580, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.2053 2022-02-11 01:07:29,010 - mmaction - INFO - Epoch [208][460/940] lr: 4.000e-04, eta: 17:48:47, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8527, loss_cls: 1.3598, loss: 1.3598, grad_norm: 4.2424 2022-02-11 01:07:54,090 - mmaction - INFO - Epoch [208][480/940] lr: 4.000e-04, eta: 17:48:17, time: 1.253, data_time: 0.079, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.2401 2022-02-11 01:08:19,252 - mmaction - INFO - Epoch [208][500/940] lr: 4.000e-04, eta: 17:47:48, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8500, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.2215 2022-02-11 01:08:44,442 - mmaction - INFO - Epoch [208][520/940] lr: 4.000e-04, eta: 17:47:19, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6699, top5_acc: 0.8523, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.3120 2022-02-11 01:09:09,463 - mmaction - INFO - Epoch [208][540/940] lr: 4.000e-04, eta: 17:46:50, time: 1.251, data_time: 0.085, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8582, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.1118 2022-02-11 01:09:34,489 - mmaction - INFO - Epoch [208][560/940] lr: 4.000e-04, eta: 17:46:21, time: 1.251, data_time: 0.080, memory: 9488, top1_acc: 0.6648, top5_acc: 0.8510, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.2640 2022-02-11 01:09:59,932 - mmaction - INFO - Epoch [208][580/940] lr: 4.000e-04, eta: 17:45:52, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8510, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.2283 2022-02-11 01:10:25,127 - mmaction - INFO - Epoch [208][600/940] lr: 4.000e-04, eta: 17:45:23, time: 1.260, data_time: 0.080, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8561, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.2270 2022-02-11 01:10:50,344 - mmaction - INFO - Epoch [208][620/940] lr: 4.000e-04, eta: 17:44:54, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8588, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.2309 2022-02-11 01:11:15,486 - mmaction - INFO - Epoch [208][640/940] lr: 4.000e-04, eta: 17:44:25, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3635, loss: 1.3635, grad_norm: 4.2777 2022-02-11 01:11:40,479 - mmaction - INFO - Epoch [208][660/940] lr: 4.000e-04, eta: 17:43:55, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8475, loss_cls: 1.3747, loss: 1.3747, grad_norm: 4.2016 2022-02-11 01:12:05,902 - mmaction - INFO - Epoch [208][680/940] lr: 4.000e-04, eta: 17:43:26, time: 1.271, data_time: 0.076, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8574, loss_cls: 1.3829, loss: 1.3829, grad_norm: 4.2617 2022-02-11 01:12:31,316 - mmaction - INFO - Epoch [208][700/940] lr: 4.000e-04, eta: 17:42:57, time: 1.272, data_time: 0.081, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3785, loss: 1.3785, grad_norm: 4.2185 2022-02-11 01:12:56,559 - mmaction - INFO - Epoch [208][720/940] lr: 4.000e-04, eta: 17:42:28, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.2651 2022-02-11 01:13:21,725 - mmaction - INFO - Epoch [208][740/940] lr: 4.000e-04, eta: 17:41:59, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8637, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.2124 2022-02-11 01:13:46,978 - mmaction - INFO - Epoch [208][760/940] lr: 4.000e-04, eta: 17:41:30, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3780, loss: 1.3780, grad_norm: 4.3123 2022-02-11 01:14:12,328 - mmaction - INFO - Epoch [208][780/940] lr: 4.000e-04, eta: 17:41:01, time: 1.267, data_time: 0.082, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8562, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.1818 2022-02-11 01:14:37,335 - mmaction - INFO - Epoch [208][800/940] lr: 4.000e-04, eta: 17:40:32, time: 1.250, data_time: 0.077, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8627, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.1786 2022-02-11 01:15:02,501 - mmaction - INFO - Epoch [208][820/940] lr: 4.000e-04, eta: 17:40:03, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8592, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.2156 2022-02-11 01:15:27,701 - mmaction - INFO - Epoch [208][840/940] lr: 4.000e-04, eta: 17:39:34, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8609, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.3265 2022-02-11 01:15:52,868 - mmaction - INFO - Epoch [208][860/940] lr: 4.000e-04, eta: 17:39:05, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8539, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.1605 2022-02-11 01:16:18,184 - mmaction - INFO - Epoch [208][880/940] lr: 4.000e-04, eta: 17:38:36, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8572, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.1928 2022-02-11 01:16:43,262 - mmaction - INFO - Epoch [208][900/940] lr: 4.000e-04, eta: 17:38:07, time: 1.254, data_time: 0.080, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8588, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.1703 2022-02-11 01:17:08,607 - mmaction - INFO - Epoch [208][920/940] lr: 4.000e-04, eta: 17:37:38, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8611, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.1640 2022-02-11 01:17:32,465 - mmaction - INFO - Epoch [208][940/940] lr: 4.000e-04, eta: 17:37:08, time: 1.193, data_time: 0.064, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8537, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.2536 2022-02-11 01:20:49,426 - mmaction - INFO - Epoch [209][20/940] lr: 4.000e-04, eta: 17:37:34, time: 9.658, data_time: 8.266, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8582, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.2833 2022-02-11 01:21:13,060 - mmaction - INFO - Epoch [209][40/940] lr: 4.000e-04, eta: 17:37:04, time: 1.182, data_time: 0.055, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.2313 2022-02-11 01:21:36,686 - mmaction - INFO - Epoch [209][60/940] lr: 4.000e-04, eta: 17:36:34, time: 1.181, data_time: 0.046, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8559, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.1698 2022-02-11 01:22:00,674 - mmaction - INFO - Epoch [209][80/940] lr: 4.000e-04, eta: 17:36:05, time: 1.199, data_time: 0.055, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8553, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.1711 2022-02-11 01:22:24,728 - mmaction - INFO - Epoch [209][100/940] lr: 4.000e-04, eta: 17:35:36, time: 1.203, data_time: 0.053, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.2338 2022-02-11 01:22:49,226 - mmaction - INFO - Epoch [209][120/940] lr: 4.000e-04, eta: 17:35:06, time: 1.225, data_time: 0.059, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8568, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.2293 2022-02-11 01:23:13,848 - mmaction - INFO - Epoch [209][140/940] lr: 4.000e-04, eta: 17:34:37, time: 1.231, data_time: 0.066, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8518, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.2561 2022-02-11 01:23:38,424 - mmaction - INFO - Epoch [209][160/940] lr: 4.000e-04, eta: 17:34:08, time: 1.230, data_time: 0.062, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8533, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.2095 2022-02-11 01:24:03,097 - mmaction - INFO - Epoch [209][180/940] lr: 4.000e-04, eta: 17:33:38, time: 1.233, data_time: 0.070, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.1944 2022-02-11 01:24:27,858 - mmaction - INFO - Epoch [209][200/940] lr: 4.000e-04, eta: 17:33:09, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8645, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.1486 2022-02-11 01:24:52,779 - mmaction - INFO - Epoch [209][220/940] lr: 4.000e-04, eta: 17:32:40, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8561, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.2042 2022-02-11 01:25:17,752 - mmaction - INFO - Epoch [209][240/940] lr: 4.000e-04, eta: 17:32:11, time: 1.249, data_time: 0.073, memory: 9488, top1_acc: 0.6678, top5_acc: 0.8574, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.2915 2022-02-11 01:25:42,365 - mmaction - INFO - Epoch [209][260/940] lr: 4.000e-04, eta: 17:31:42, time: 1.230, data_time: 0.068, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8545, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.1869 2022-02-11 01:26:07,310 - mmaction - INFO - Epoch [209][280/940] lr: 4.000e-04, eta: 17:31:12, time: 1.248, data_time: 0.076, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8520, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.2298 2022-02-11 01:26:32,060 - mmaction - INFO - Epoch [209][300/940] lr: 4.000e-04, eta: 17:30:43, time: 1.237, data_time: 0.070, memory: 9488, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3961, loss: 1.3961, grad_norm: 4.2844 2022-02-11 01:26:57,292 - mmaction - INFO - Epoch [209][320/940] lr: 4.000e-04, eta: 17:30:14, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8584, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.2862 2022-02-11 01:27:22,379 - mmaction - INFO - Epoch [209][340/940] lr: 4.000e-04, eta: 17:29:45, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3360, loss: 1.3360, grad_norm: 4.2123 2022-02-11 01:27:47,725 - mmaction - INFO - Epoch [209][360/940] lr: 4.000e-04, eta: 17:29:16, time: 1.268, data_time: 0.078, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8590, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.1838 2022-02-11 01:28:12,942 - mmaction - INFO - Epoch [209][380/940] lr: 4.000e-04, eta: 17:28:47, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8529, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.1748 2022-02-11 01:28:37,958 - mmaction - INFO - Epoch [209][400/940] lr: 4.000e-04, eta: 17:28:18, time: 1.251, data_time: 0.073, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8627, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.3031 2022-02-11 01:29:03,086 - mmaction - INFO - Epoch [209][420/940] lr: 4.000e-04, eta: 17:27:49, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8473, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.2636 2022-02-11 01:29:27,935 - mmaction - INFO - Epoch [209][440/940] lr: 4.000e-04, eta: 17:27:20, time: 1.243, data_time: 0.068, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8535, loss_cls: 1.3703, loss: 1.3703, grad_norm: 4.3374 2022-02-11 01:29:53,202 - mmaction - INFO - Epoch [209][460/940] lr: 4.000e-04, eta: 17:26:50, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.1737 2022-02-11 01:30:18,363 - mmaction - INFO - Epoch [209][480/940] lr: 4.000e-04, eta: 17:26:21, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6605, top5_acc: 0.8488, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.3865 2022-02-11 01:30:43,522 - mmaction - INFO - Epoch [209][500/940] lr: 4.000e-04, eta: 17:25:52, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8621, loss_cls: 1.2964, loss: 1.2964, grad_norm: 4.1902 2022-02-11 01:31:08,826 - mmaction - INFO - Epoch [209][520/940] lr: 4.000e-04, eta: 17:25:23, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8588, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.1883 2022-02-11 01:31:33,990 - mmaction - INFO - Epoch [209][540/940] lr: 4.000e-04, eta: 17:24:54, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3522, loss: 1.3522, grad_norm: 4.1783 2022-02-11 01:31:59,435 - mmaction - INFO - Epoch [209][560/940] lr: 4.000e-04, eta: 17:24:25, time: 1.272, data_time: 0.079, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8492, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.2661 2022-02-11 01:32:24,685 - mmaction - INFO - Epoch [209][580/940] lr: 4.000e-04, eta: 17:23:56, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8559, loss_cls: 1.3631, loss: 1.3631, grad_norm: 4.2497 2022-02-11 01:32:49,781 - mmaction - INFO - Epoch [209][600/940] lr: 4.000e-04, eta: 17:23:27, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8619, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.1630 2022-02-11 01:33:14,761 - mmaction - INFO - Epoch [209][620/940] lr: 4.000e-04, eta: 17:22:58, time: 1.249, data_time: 0.082, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.2374 2022-02-11 01:33:39,959 - mmaction - INFO - Epoch [209][640/940] lr: 4.000e-04, eta: 17:22:29, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8588, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.2573 2022-02-11 01:34:05,071 - mmaction - INFO - Epoch [209][660/940] lr: 4.000e-04, eta: 17:22:00, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8605, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.1605 2022-02-11 01:34:30,563 - mmaction - INFO - Epoch [209][680/940] lr: 4.000e-04, eta: 17:21:31, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8594, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.1551 2022-02-11 01:34:55,772 - mmaction - INFO - Epoch [209][700/940] lr: 4.000e-04, eta: 17:21:02, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8523, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.2127 2022-02-11 01:35:20,760 - mmaction - INFO - Epoch [209][720/940] lr: 4.000e-04, eta: 17:20:33, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6666, top5_acc: 0.8523, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.2686 2022-02-11 01:35:45,986 - mmaction - INFO - Epoch [209][740/940] lr: 4.000e-04, eta: 17:20:04, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8592, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.2069 2022-02-11 01:36:11,155 - mmaction - INFO - Epoch [209][760/940] lr: 4.000e-04, eta: 17:19:35, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8648, loss_cls: 1.3183, loss: 1.3183, grad_norm: 4.0795 2022-02-11 01:36:36,329 - mmaction - INFO - Epoch [209][780/940] lr: 4.000e-04, eta: 17:19:06, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8545, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.2880 2022-02-11 01:37:01,713 - mmaction - INFO - Epoch [209][800/940] lr: 4.000e-04, eta: 17:18:37, time: 1.269, data_time: 0.079, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8561, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.2302 2022-02-11 01:37:26,716 - mmaction - INFO - Epoch [209][820/940] lr: 4.000e-04, eta: 17:18:07, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8586, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.2496 2022-02-11 01:37:51,874 - mmaction - INFO - Epoch [209][840/940] lr: 4.000e-04, eta: 17:17:38, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8576, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.1414 2022-02-11 01:38:17,058 - mmaction - INFO - Epoch [209][860/940] lr: 4.000e-04, eta: 17:17:09, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8588, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.2355 2022-02-11 01:38:42,279 - mmaction - INFO - Epoch [209][880/940] lr: 4.000e-04, eta: 17:16:40, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.6613, top5_acc: 0.8467, loss_cls: 1.4102, loss: 1.4102, grad_norm: 4.3114 2022-02-11 01:39:07,345 - mmaction - INFO - Epoch [209][900/940] lr: 4.000e-04, eta: 17:16:11, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.2944 2022-02-11 01:39:32,502 - mmaction - INFO - Epoch [209][920/940] lr: 4.000e-04, eta: 17:15:42, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8547, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.2065 2022-02-11 01:39:56,326 - mmaction - INFO - Epoch [209][940/940] lr: 4.000e-04, eta: 17:15:13, time: 1.191, data_time: 0.058, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8494, loss_cls: 1.3861, loss: 1.3861, grad_norm: 4.2984 2022-02-11 01:42:55,582 - mmaction - INFO - Epoch [210][20/940] lr: 4.000e-04, eta: 17:15:31, time: 8.824, data_time: 7.602, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8631, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.2228 2022-02-11 01:43:19,183 - mmaction - INFO - Epoch [210][40/940] lr: 4.000e-04, eta: 17:15:02, time: 1.180, data_time: 0.053, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8619, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.2675 2022-02-11 01:43:42,942 - mmaction - INFO - Epoch [210][60/940] lr: 4.000e-04, eta: 17:14:32, time: 1.189, data_time: 0.047, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.1904 2022-02-11 01:44:07,286 - mmaction - INFO - Epoch [210][80/940] lr: 4.000e-04, eta: 17:14:03, time: 1.216, data_time: 0.051, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8576, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.2199 2022-02-11 01:44:31,810 - mmaction - INFO - Epoch [210][100/940] lr: 4.000e-04, eta: 17:13:34, time: 1.226, data_time: 0.059, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8537, loss_cls: 1.3502, loss: 1.3502, grad_norm: 4.0942 2022-02-11 01:44:56,679 - mmaction - INFO - Epoch [210][120/940] lr: 4.000e-04, eta: 17:13:05, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8621, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.1421 2022-02-11 01:45:21,339 - mmaction - INFO - Epoch [210][140/940] lr: 4.000e-04, eta: 17:12:35, time: 1.233, data_time: 0.061, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8562, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.2777 2022-02-11 01:45:46,387 - mmaction - INFO - Epoch [210][160/940] lr: 4.000e-04, eta: 17:12:06, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8564, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.1820 2022-02-11 01:46:11,380 - mmaction - INFO - Epoch [210][180/940] lr: 4.000e-04, eta: 17:11:37, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8525, loss_cls: 1.3682, loss: 1.3682, grad_norm: 4.2015 2022-02-11 01:46:36,399 - mmaction - INFO - Epoch [210][200/940] lr: 4.000e-04, eta: 17:11:08, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8496, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.1848 2022-02-11 01:47:01,342 - mmaction - INFO - Epoch [210][220/940] lr: 4.000e-04, eta: 17:10:39, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8553, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.2913 2022-02-11 01:47:26,393 - mmaction - INFO - Epoch [210][240/940] lr: 4.000e-04, eta: 17:10:10, time: 1.253, data_time: 0.079, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8576, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.2371 2022-02-11 01:47:51,343 - mmaction - INFO - Epoch [210][260/940] lr: 4.000e-04, eta: 17:09:41, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8588, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.2611 2022-02-11 01:48:16,614 - mmaction - INFO - Epoch [210][280/940] lr: 4.000e-04, eta: 17:09:12, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8572, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.2459 2022-02-11 01:48:41,758 - mmaction - INFO - Epoch [210][300/940] lr: 4.000e-04, eta: 17:08:42, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8590, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.1710 2022-02-11 01:49:07,094 - mmaction - INFO - Epoch [210][320/940] lr: 4.000e-04, eta: 17:08:13, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8529, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.2499 2022-02-11 01:49:32,283 - mmaction - INFO - Epoch [210][340/940] lr: 4.000e-04, eta: 17:07:44, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8578, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.2244 2022-02-11 01:49:57,609 - mmaction - INFO - Epoch [210][360/940] lr: 4.000e-04, eta: 17:07:15, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.2390 2022-02-11 01:50:22,875 - mmaction - INFO - Epoch [210][380/940] lr: 4.000e-04, eta: 17:06:46, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.2749 2022-02-11 01:50:48,100 - mmaction - INFO - Epoch [210][400/940] lr: 4.000e-04, eta: 17:06:17, time: 1.261, data_time: 0.081, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8572, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.1825 2022-02-11 01:51:13,396 - mmaction - INFO - Epoch [210][420/940] lr: 4.000e-04, eta: 17:05:48, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8588, loss_cls: 1.3213, loss: 1.3213, grad_norm: 4.2718 2022-02-11 01:51:38,459 - mmaction - INFO - Epoch [210][440/940] lr: 4.000e-04, eta: 17:05:19, time: 1.253, data_time: 0.077, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8604, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.2424 2022-02-11 01:52:03,946 - mmaction - INFO - Epoch [210][460/940] lr: 4.000e-04, eta: 17:04:50, time: 1.275, data_time: 0.079, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8547, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.2363 2022-02-11 01:52:29,364 - mmaction - INFO - Epoch [210][480/940] lr: 4.000e-04, eta: 17:04:21, time: 1.271, data_time: 0.078, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8500, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.1928 2022-02-11 01:52:54,832 - mmaction - INFO - Epoch [210][500/940] lr: 4.000e-04, eta: 17:03:52, time: 1.273, data_time: 0.090, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8596, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.2725 2022-02-11 01:53:20,048 - mmaction - INFO - Epoch [210][520/940] lr: 4.000e-04, eta: 17:03:23, time: 1.261, data_time: 0.084, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8541, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.2823 2022-02-11 01:53:45,455 - mmaction - INFO - Epoch [210][540/940] lr: 4.000e-04, eta: 17:02:54, time: 1.270, data_time: 0.087, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8516, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.2487 2022-02-11 01:54:10,938 - mmaction - INFO - Epoch [210][560/940] lr: 4.000e-04, eta: 17:02:25, time: 1.274, data_time: 0.068, memory: 9488, top1_acc: 0.6635, top5_acc: 0.8439, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.3392 2022-02-11 01:54:36,260 - mmaction - INFO - Epoch [210][580/940] lr: 4.000e-04, eta: 17:01:56, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8547, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.2162 2022-02-11 01:55:01,579 - mmaction - INFO - Epoch [210][600/940] lr: 4.000e-04, eta: 17:01:27, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8594, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.2647 2022-02-11 01:55:26,613 - mmaction - INFO - Epoch [210][620/940] lr: 4.000e-04, eta: 17:00:58, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8582, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.2775 2022-02-11 01:55:52,041 - mmaction - INFO - Epoch [210][640/940] lr: 4.000e-04, eta: 17:00:29, time: 1.272, data_time: 0.082, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8572, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.2093 2022-02-11 01:56:17,162 - mmaction - INFO - Epoch [210][660/940] lr: 4.000e-04, eta: 17:00:00, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8615, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.2492 2022-02-11 01:56:42,547 - mmaction - INFO - Epoch [210][680/940] lr: 4.000e-04, eta: 16:59:31, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8520, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.2182 2022-02-11 01:57:07,889 - mmaction - INFO - Epoch [210][700/940] lr: 4.000e-04, eta: 16:59:02, time: 1.267, data_time: 0.079, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8494, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.3191 2022-02-11 01:57:33,209 - mmaction - INFO - Epoch [210][720/940] lr: 4.000e-04, eta: 16:58:33, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8494, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.2333 2022-02-11 01:57:58,153 - mmaction - INFO - Epoch [210][740/940] lr: 4.000e-04, eta: 16:58:04, time: 1.247, data_time: 0.078, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8555, loss_cls: 1.3676, loss: 1.3676, grad_norm: 4.2262 2022-02-11 01:58:23,342 - mmaction - INFO - Epoch [210][760/940] lr: 4.000e-04, eta: 16:57:35, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8514, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.2132 2022-02-11 01:58:48,415 - mmaction - INFO - Epoch [210][780/940] lr: 4.000e-04, eta: 16:57:06, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8619, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.2565 2022-02-11 01:59:13,620 - mmaction - INFO - Epoch [210][800/940] lr: 4.000e-04, eta: 16:56:37, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8674, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.2469 2022-02-11 01:59:38,812 - mmaction - INFO - Epoch [210][820/940] lr: 4.000e-04, eta: 16:56:08, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8537, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.2368 2022-02-11 02:00:03,999 - mmaction - INFO - Epoch [210][840/940] lr: 4.000e-04, eta: 16:55:39, time: 1.260, data_time: 0.081, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8576, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.2690 2022-02-11 02:00:29,402 - mmaction - INFO - Epoch [210][860/940] lr: 4.000e-04, eta: 16:55:10, time: 1.270, data_time: 0.061, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8457, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.2943 2022-02-11 02:00:54,735 - mmaction - INFO - Epoch [210][880/940] lr: 4.000e-04, eta: 16:54:41, time: 1.267, data_time: 0.080, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8643, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.1981 2022-02-11 02:01:19,872 - mmaction - INFO - Epoch [210][900/940] lr: 4.000e-04, eta: 16:54:12, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8588, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.2691 2022-02-11 02:01:45,381 - mmaction - INFO - Epoch [210][920/940] lr: 4.000e-04, eta: 16:53:43, time: 1.275, data_time: 0.076, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8621, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.2032 2022-02-11 02:02:09,247 - mmaction - INFO - Epoch [210][940/940] lr: 4.000e-04, eta: 16:53:14, time: 1.194, data_time: 0.072, memory: 9488, top1_acc: 0.6753, top5_acc: 0.8533, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.3343 2022-02-11 02:02:43,126 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 02:02:43,151 - mmaction - INFO - 110 BN found 2022-02-11 02:08:59,052 - mmaction - INFO - BN stats updated 2022-02-11 02:09:01,056 - mmaction - INFO - Saving checkpoint at 210 epochs 2022-02-11 02:12:55,349 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 02:12:56,092 - mmaction - INFO - top1_acc 0.6936 top5_acc 0.8851 2022-02-11 02:12:56,092 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 02:12:56,141 - mmaction - INFO - mean_acc 0.6936 2022-02-11 02:12:56,142 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_205.pth was removed 2022-02-11 02:12:57,257 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_210.pth. 2022-02-11 02:12:57,257 - mmaction - INFO - Best top1_acc is 0.6936 at 210 epoch. 2022-02-11 02:12:57,265 - mmaction - INFO - Epoch(val) [210][78] top1_acc: 0.6936, top5_acc: 0.8851, mean_class_accuracy: 0.6936 2022-02-11 02:15:53,976 - mmaction - INFO - Epoch [211][20/940] lr: 4.000e-04, eta: 16:53:31, time: 8.830, data_time: 7.198, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8645, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.1878 2022-02-11 02:16:17,585 - mmaction - INFO - Epoch [211][40/940] lr: 4.000e-04, eta: 16:53:02, time: 1.180, data_time: 0.049, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8475, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.2534 2022-02-11 02:16:41,173 - mmaction - INFO - Epoch [211][60/940] lr: 4.000e-04, eta: 16:52:32, time: 1.180, data_time: 0.045, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8570, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.1939 2022-02-11 02:17:05,088 - mmaction - INFO - Epoch [211][80/940] lr: 4.000e-04, eta: 16:52:03, time: 1.196, data_time: 0.044, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8592, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.2032 2022-02-11 02:17:29,460 - mmaction - INFO - Epoch [211][100/940] lr: 4.000e-04, eta: 16:51:33, time: 1.218, data_time: 0.052, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8508, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.2789 2022-02-11 02:17:53,765 - mmaction - INFO - Epoch [211][120/940] lr: 4.000e-04, eta: 16:51:04, time: 1.215, data_time: 0.053, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8545, loss_cls: 1.3824, loss: 1.3824, grad_norm: 4.3588 2022-02-11 02:18:18,466 - mmaction - INFO - Epoch [211][140/940] lr: 4.000e-04, eta: 16:50:35, time: 1.235, data_time: 0.052, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8607, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.2587 2022-02-11 02:18:43,059 - mmaction - INFO - Epoch [211][160/940] lr: 4.000e-04, eta: 16:50:06, time: 1.230, data_time: 0.050, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8584, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.1957 2022-02-11 02:19:07,828 - mmaction - INFO - Epoch [211][180/940] lr: 4.000e-04, eta: 16:49:37, time: 1.239, data_time: 0.057, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8592, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.2323 2022-02-11 02:19:32,672 - mmaction - INFO - Epoch [211][200/940] lr: 4.000e-04, eta: 16:49:07, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8549, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.2385 2022-02-11 02:19:57,344 - mmaction - INFO - Epoch [211][220/940] lr: 4.000e-04, eta: 16:48:38, time: 1.234, data_time: 0.056, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8502, loss_cls: 1.3727, loss: 1.3727, grad_norm: 4.3519 2022-02-11 02:20:22,579 - mmaction - INFO - Epoch [211][240/940] lr: 4.000e-04, eta: 16:48:09, time: 1.262, data_time: 0.057, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8545, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.3063 2022-02-11 02:20:47,585 - mmaction - INFO - Epoch [211][260/940] lr: 4.000e-04, eta: 16:47:40, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8582, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.3049 2022-02-11 02:21:12,439 - mmaction - INFO - Epoch [211][280/940] lr: 4.000e-04, eta: 16:47:11, time: 1.243, data_time: 0.056, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8578, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.2405 2022-02-11 02:21:37,512 - mmaction - INFO - Epoch [211][300/940] lr: 4.000e-04, eta: 16:46:42, time: 1.253, data_time: 0.055, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8652, loss_cls: 1.2963, loss: 1.2963, grad_norm: 4.1610 2022-02-11 02:22:02,483 - mmaction - INFO - Epoch [211][320/940] lr: 4.000e-04, eta: 16:46:13, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8529, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.3059 2022-02-11 02:22:27,774 - mmaction - INFO - Epoch [211][340/940] lr: 4.000e-04, eta: 16:45:44, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8578, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.3029 2022-02-11 02:22:52,958 - mmaction - INFO - Epoch [211][360/940] lr: 4.000e-04, eta: 16:45:15, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8668, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.2647 2022-02-11 02:23:18,080 - mmaction - INFO - Epoch [211][380/940] lr: 4.000e-04, eta: 16:44:46, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8613, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.3065 2022-02-11 02:23:43,207 - mmaction - INFO - Epoch [211][400/940] lr: 4.000e-04, eta: 16:44:17, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8529, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.3007 2022-02-11 02:24:08,298 - mmaction - INFO - Epoch [211][420/940] lr: 4.000e-04, eta: 16:43:48, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8605, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.2773 2022-02-11 02:24:33,270 - mmaction - INFO - Epoch [211][440/940] lr: 4.000e-04, eta: 16:43:19, time: 1.249, data_time: 0.063, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8566, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.1746 2022-02-11 02:24:58,414 - mmaction - INFO - Epoch [211][460/940] lr: 4.000e-04, eta: 16:42:50, time: 1.258, data_time: 0.058, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.2611 2022-02-11 02:25:23,618 - mmaction - INFO - Epoch [211][480/940] lr: 4.000e-04, eta: 16:42:21, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8559, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.2651 2022-02-11 02:25:48,811 - mmaction - INFO - Epoch [211][500/940] lr: 4.000e-04, eta: 16:41:51, time: 1.259, data_time: 0.061, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8549, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.3166 2022-02-11 02:26:14,006 - mmaction - INFO - Epoch [211][520/940] lr: 4.000e-04, eta: 16:41:22, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8557, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.1998 2022-02-11 02:26:39,203 - mmaction - INFO - Epoch [211][540/940] lr: 4.000e-04, eta: 16:40:53, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8553, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.2836 2022-02-11 02:27:04,471 - mmaction - INFO - Epoch [211][560/940] lr: 4.000e-04, eta: 16:40:24, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8533, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.2631 2022-02-11 02:27:29,613 - mmaction - INFO - Epoch [211][580/940] lr: 4.000e-04, eta: 16:39:55, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8523, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.3368 2022-02-11 02:27:54,906 - mmaction - INFO - Epoch [211][600/940] lr: 4.000e-04, eta: 16:39:26, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8533, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.2265 2022-02-11 02:28:20,192 - mmaction - INFO - Epoch [211][620/940] lr: 4.000e-04, eta: 16:38:57, time: 1.264, data_time: 0.062, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8500, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.2878 2022-02-11 02:28:45,217 - mmaction - INFO - Epoch [211][640/940] lr: 4.000e-04, eta: 16:38:28, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8566, loss_cls: 1.3723, loss: 1.3723, grad_norm: 4.2673 2022-02-11 02:29:10,504 - mmaction - INFO - Epoch [211][660/940] lr: 4.000e-04, eta: 16:37:59, time: 1.264, data_time: 0.061, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8627, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.2703 2022-02-11 02:29:35,587 - mmaction - INFO - Epoch [211][680/940] lr: 4.000e-04, eta: 16:37:30, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.2186 2022-02-11 02:30:00,387 - mmaction - INFO - Epoch [211][700/940] lr: 4.000e-04, eta: 16:37:01, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8521, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.3406 2022-02-11 02:30:25,599 - mmaction - INFO - Epoch [211][720/940] lr: 4.000e-04, eta: 16:36:32, time: 1.261, data_time: 0.055, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8482, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.2770 2022-02-11 02:30:50,824 - mmaction - INFO - Epoch [211][740/940] lr: 4.000e-04, eta: 16:36:03, time: 1.261, data_time: 0.058, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8531, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.2653 2022-02-11 02:31:15,751 - mmaction - INFO - Epoch [211][760/940] lr: 4.000e-04, eta: 16:35:34, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8516, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.2109 2022-02-11 02:31:41,012 - mmaction - INFO - Epoch [211][780/940] lr: 4.000e-04, eta: 16:35:05, time: 1.263, data_time: 0.060, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8525, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.2270 2022-02-11 02:32:05,996 - mmaction - INFO - Epoch [211][800/940] lr: 4.000e-04, eta: 16:34:36, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8492, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.2904 2022-02-11 02:32:31,189 - mmaction - INFO - Epoch [211][820/940] lr: 4.000e-04, eta: 16:34:07, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8533, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.2414 2022-02-11 02:32:56,365 - mmaction - INFO - Epoch [211][840/940] lr: 4.000e-04, eta: 16:33:38, time: 1.259, data_time: 0.062, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8629, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.2746 2022-02-11 02:33:21,659 - mmaction - INFO - Epoch [211][860/940] lr: 4.000e-04, eta: 16:33:09, time: 1.265, data_time: 0.051, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8662, loss_cls: 1.2767, loss: 1.2767, grad_norm: 4.1919 2022-02-11 02:33:46,978 - mmaction - INFO - Epoch [211][880/940] lr: 4.000e-04, eta: 16:32:40, time: 1.266, data_time: 0.060, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8604, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.2331 2022-02-11 02:34:12,336 - mmaction - INFO - Epoch [211][900/940] lr: 4.000e-04, eta: 16:32:11, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8555, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.3377 2022-02-11 02:34:37,677 - mmaction - INFO - Epoch [211][920/940] lr: 4.000e-04, eta: 16:31:42, time: 1.268, data_time: 0.061, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8562, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.3398 2022-02-11 02:35:01,618 - mmaction - INFO - Epoch [211][940/940] lr: 4.000e-04, eta: 16:31:13, time: 1.196, data_time: 0.057, memory: 9488, top1_acc: 0.6776, top5_acc: 0.8468, loss_cls: 1.3972, loss: 1.3972, grad_norm: 4.2893 2022-02-11 02:38:19,002 - mmaction - INFO - Epoch [212][20/940] lr: 4.000e-04, eta: 16:31:33, time: 9.488, data_time: 8.345, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8666, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.1994 2022-02-11 02:38:42,556 - mmaction - INFO - Epoch [212][40/940] lr: 4.000e-04, eta: 16:31:03, time: 1.178, data_time: 0.053, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.3835 2022-02-11 02:39:06,195 - mmaction - INFO - Epoch [212][60/940] lr: 4.000e-04, eta: 16:30:34, time: 1.182, data_time: 0.050, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8543, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.2215 2022-02-11 02:39:29,875 - mmaction - INFO - Epoch [212][80/940] lr: 4.000e-04, eta: 16:30:05, time: 1.184, data_time: 0.043, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8555, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.2917 2022-02-11 02:39:53,898 - mmaction - INFO - Epoch [212][100/940] lr: 4.000e-04, eta: 16:29:35, time: 1.201, data_time: 0.050, memory: 9488, top1_acc: 0.6703, top5_acc: 0.8574, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.2712 2022-02-11 02:40:18,224 - mmaction - INFO - Epoch [212][120/940] lr: 4.000e-04, eta: 16:29:06, time: 1.217, data_time: 0.050, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8641, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.3226 2022-02-11 02:40:42,582 - mmaction - INFO - Epoch [212][140/940] lr: 4.000e-04, eta: 16:28:37, time: 1.217, data_time: 0.048, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8518, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.2777 2022-02-11 02:41:07,140 - mmaction - INFO - Epoch [212][160/940] lr: 4.000e-04, eta: 16:28:07, time: 1.228, data_time: 0.051, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8578, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.2972 2022-02-11 02:41:31,851 - mmaction - INFO - Epoch [212][180/940] lr: 4.000e-04, eta: 16:27:38, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8559, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.2669 2022-02-11 02:41:57,170 - mmaction - INFO - Epoch [212][200/940] lr: 4.000e-04, eta: 16:27:09, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8588, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.2529 2022-02-11 02:42:21,704 - mmaction - INFO - Epoch [212][220/940] lr: 4.000e-04, eta: 16:26:40, time: 1.227, data_time: 0.063, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.2091 2022-02-11 02:42:46,868 - mmaction - INFO - Epoch [212][240/940] lr: 4.000e-04, eta: 16:26:11, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8529, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.2209 2022-02-11 02:43:12,667 - mmaction - INFO - Epoch [212][260/940] lr: 4.000e-04, eta: 16:25:42, time: 1.290, data_time: 0.102, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8592, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.2160 2022-02-11 02:43:37,758 - mmaction - INFO - Epoch [212][280/940] lr: 4.000e-04, eta: 16:25:13, time: 1.254, data_time: 0.057, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8641, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.1961 2022-02-11 02:44:03,185 - mmaction - INFO - Epoch [212][300/940] lr: 4.000e-04, eta: 16:24:44, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8596, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.1912 2022-02-11 02:44:28,179 - mmaction - INFO - Epoch [212][320/940] lr: 4.000e-04, eta: 16:24:15, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8461, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.2335 2022-02-11 02:44:53,095 - mmaction - INFO - Epoch [212][340/940] lr: 4.000e-04, eta: 16:23:46, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8488, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.2985 2022-02-11 02:45:18,477 - mmaction - INFO - Epoch [212][360/940] lr: 4.000e-04, eta: 16:23:17, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8547, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.2123 2022-02-11 02:45:43,474 - mmaction - INFO - Epoch [212][380/940] lr: 4.000e-04, eta: 16:22:48, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8576, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.2554 2022-02-11 02:46:08,540 - mmaction - INFO - Epoch [212][400/940] lr: 4.000e-04, eta: 16:22:19, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8627, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.2301 2022-02-11 02:46:33,877 - mmaction - INFO - Epoch [212][420/940] lr: 4.000e-04, eta: 16:21:50, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.2603 2022-02-11 02:46:59,186 - mmaction - INFO - Epoch [212][440/940] lr: 4.000e-04, eta: 16:21:21, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8564, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.3349 2022-02-11 02:47:24,449 - mmaction - INFO - Epoch [212][460/940] lr: 4.000e-04, eta: 16:20:52, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8514, loss_cls: 1.3529, loss: 1.3529, grad_norm: 4.2432 2022-02-11 02:47:49,902 - mmaction - INFO - Epoch [212][480/940] lr: 4.000e-04, eta: 16:20:23, time: 1.273, data_time: 0.075, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8533, loss_cls: 1.3309, loss: 1.3309, grad_norm: 4.2314 2022-02-11 02:48:15,155 - mmaction - INFO - Epoch [212][500/940] lr: 4.000e-04, eta: 16:19:54, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.3307 2022-02-11 02:48:40,169 - mmaction - INFO - Epoch [212][520/940] lr: 4.000e-04, eta: 16:19:25, time: 1.250, data_time: 0.081, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8516, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.2334 2022-02-11 02:49:05,450 - mmaction - INFO - Epoch [212][540/940] lr: 4.000e-04, eta: 16:18:56, time: 1.265, data_time: 0.082, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8500, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.2612 2022-02-11 02:49:30,804 - mmaction - INFO - Epoch [212][560/940] lr: 4.000e-04, eta: 16:18:27, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6674, top5_acc: 0.8523, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.3276 2022-02-11 02:49:56,175 - mmaction - INFO - Epoch [212][580/940] lr: 4.000e-04, eta: 16:17:58, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8598, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.3484 2022-02-11 02:50:21,661 - mmaction - INFO - Epoch [212][600/940] lr: 4.000e-04, eta: 16:17:30, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8613, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.2357 2022-02-11 02:50:46,990 - mmaction - INFO - Epoch [212][620/940] lr: 4.000e-04, eta: 16:17:01, time: 1.267, data_time: 0.064, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8533, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.2197 2022-02-11 02:51:12,385 - mmaction - INFO - Epoch [212][640/940] lr: 4.000e-04, eta: 16:16:32, time: 1.269, data_time: 0.079, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8514, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.3132 2022-02-11 02:51:37,851 - mmaction - INFO - Epoch [212][660/940] lr: 4.000e-04, eta: 16:16:03, time: 1.273, data_time: 0.080, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8539, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.3845 2022-02-11 02:52:03,251 - mmaction - INFO - Epoch [212][680/940] lr: 4.000e-04, eta: 16:15:34, time: 1.270, data_time: 0.082, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8613, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.3496 2022-02-11 02:52:28,706 - mmaction - INFO - Epoch [212][700/940] lr: 4.000e-04, eta: 16:15:05, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8596, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.2864 2022-02-11 02:52:54,147 - mmaction - INFO - Epoch [212][720/940] lr: 4.000e-04, eta: 16:14:36, time: 1.272, data_time: 0.078, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8621, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.2126 2022-02-11 02:53:19,601 - mmaction - INFO - Epoch [212][740/940] lr: 4.000e-04, eta: 16:14:07, time: 1.273, data_time: 0.077, memory: 9488, top1_acc: 0.6621, top5_acc: 0.8527, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.3701 2022-02-11 02:53:44,944 - mmaction - INFO - Epoch [212][760/940] lr: 4.000e-04, eta: 16:13:38, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8621, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.2728 2022-02-11 02:54:10,036 - mmaction - INFO - Epoch [212][780/940] lr: 4.000e-04, eta: 16:13:09, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8562, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.1923 2022-02-11 02:54:35,223 - mmaction - INFO - Epoch [212][800/940] lr: 4.000e-04, eta: 16:12:40, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8678, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.1605 2022-02-11 02:55:00,239 - mmaction - INFO - Epoch [212][820/940] lr: 4.000e-04, eta: 16:12:11, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8512, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.2819 2022-02-11 02:55:25,183 - mmaction - INFO - Epoch [212][840/940] lr: 4.000e-04, eta: 16:11:42, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8553, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.3048 2022-02-11 02:55:50,473 - mmaction - INFO - Epoch [212][860/940] lr: 4.000e-04, eta: 16:11:13, time: 1.264, data_time: 0.075, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8512, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.3364 2022-02-11 02:56:15,687 - mmaction - INFO - Epoch [212][880/940] lr: 4.000e-04, eta: 16:10:44, time: 1.261, data_time: 0.077, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8545, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.3695 2022-02-11 02:56:40,803 - mmaction - INFO - Epoch [212][900/940] lr: 4.000e-04, eta: 16:10:15, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8553, loss_cls: 1.3519, loss: 1.3519, grad_norm: 4.3075 2022-02-11 02:57:05,729 - mmaction - INFO - Epoch [212][920/940] lr: 4.000e-04, eta: 16:09:46, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8561, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.2577 2022-02-11 02:57:29,467 - mmaction - INFO - Epoch [212][940/940] lr: 4.000e-04, eta: 16:09:17, time: 1.188, data_time: 0.065, memory: 9488, top1_acc: 0.6560, top5_acc: 0.8466, loss_cls: 1.4107, loss: 1.4107, grad_norm: 4.4700 2022-02-11 03:01:23,670 - mmaction - INFO - Epoch [213][20/940] lr: 4.000e-04, eta: 16:09:47, time: 11.489, data_time: 10.338, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8576, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.2806 2022-02-11 03:01:47,311 - mmaction - INFO - Epoch [213][40/940] lr: 4.000e-04, eta: 16:09:17, time: 1.182, data_time: 0.048, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8512, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.2660 2022-02-11 03:02:11,035 - mmaction - INFO - Epoch [213][60/940] lr: 4.000e-04, eta: 16:08:48, time: 1.186, data_time: 0.043, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8562, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.2801 2022-02-11 03:02:34,956 - mmaction - INFO - Epoch [213][80/940] lr: 4.000e-04, eta: 16:08:19, time: 1.197, data_time: 0.042, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8510, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.2927 2022-02-11 03:02:59,194 - mmaction - INFO - Epoch [213][100/940] lr: 4.000e-04, eta: 16:07:49, time: 1.211, data_time: 0.047, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8469, loss_cls: 1.3745, loss: 1.3745, grad_norm: 4.3090 2022-02-11 03:03:23,541 - mmaction - INFO - Epoch [213][120/940] lr: 4.000e-04, eta: 16:07:20, time: 1.217, data_time: 0.045, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8611, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.3294 2022-02-11 03:03:48,458 - mmaction - INFO - Epoch [213][140/940] lr: 4.000e-04, eta: 16:06:51, time: 1.246, data_time: 0.055, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8600, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.2396 2022-02-11 03:04:13,531 - mmaction - INFO - Epoch [213][160/940] lr: 4.000e-04, eta: 16:06:22, time: 1.254, data_time: 0.062, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8584, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.2531 2022-02-11 03:04:38,223 - mmaction - INFO - Epoch [213][180/940] lr: 4.000e-04, eta: 16:05:53, time: 1.235, data_time: 0.061, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8502, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.2215 2022-02-11 03:05:02,868 - mmaction - INFO - Epoch [213][200/940] lr: 4.000e-04, eta: 16:05:24, time: 1.232, data_time: 0.054, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8576, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.2336 2022-02-11 03:05:27,988 - mmaction - INFO - Epoch [213][220/940] lr: 4.000e-04, eta: 16:04:55, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8570, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.3155 2022-02-11 03:05:53,211 - mmaction - INFO - Epoch [213][240/940] lr: 4.000e-04, eta: 16:04:26, time: 1.261, data_time: 0.051, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3029, loss: 1.3029, grad_norm: 4.2635 2022-02-11 03:06:18,248 - mmaction - INFO - Epoch [213][260/940] lr: 4.000e-04, eta: 16:03:57, time: 1.252, data_time: 0.058, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8578, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.2949 2022-02-11 03:06:43,334 - mmaction - INFO - Epoch [213][280/940] lr: 4.000e-04, eta: 16:03:28, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8607, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.3200 2022-02-11 03:07:08,628 - mmaction - INFO - Epoch [213][300/940] lr: 4.000e-04, eta: 16:02:59, time: 1.265, data_time: 0.066, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8600, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.2621 2022-02-11 03:07:33,763 - mmaction - INFO - Epoch [213][320/940] lr: 4.000e-04, eta: 16:02:30, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8580, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.1518 2022-02-11 03:07:59,268 - mmaction - INFO - Epoch [213][340/940] lr: 4.000e-04, eta: 16:02:01, time: 1.275, data_time: 0.070, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8535, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.2786 2022-02-11 03:08:24,486 - mmaction - INFO - Epoch [213][360/940] lr: 4.000e-04, eta: 16:01:32, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8535, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.2250 2022-02-11 03:08:49,619 - mmaction - INFO - Epoch [213][380/940] lr: 4.000e-04, eta: 16:01:03, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.2329 2022-02-11 03:09:14,986 - mmaction - INFO - Epoch [213][400/940] lr: 4.000e-04, eta: 16:00:34, time: 1.268, data_time: 0.069, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8639, loss_cls: 1.2871, loss: 1.2871, grad_norm: 4.1951 2022-02-11 03:09:40,366 - mmaction - INFO - Epoch [213][420/940] lr: 4.000e-04, eta: 16:00:05, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.3269 2022-02-11 03:10:05,460 - mmaction - INFO - Epoch [213][440/940] lr: 4.000e-04, eta: 15:59:36, time: 1.255, data_time: 0.079, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8590, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.2719 2022-02-11 03:10:30,688 - mmaction - INFO - Epoch [213][460/940] lr: 4.000e-04, eta: 15:59:07, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8553, loss_cls: 1.3214, loss: 1.3214, grad_norm: 4.2370 2022-02-11 03:10:55,768 - mmaction - INFO - Epoch [213][480/940] lr: 4.000e-04, eta: 15:58:38, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8504, loss_cls: 1.3851, loss: 1.3851, grad_norm: 4.3839 2022-02-11 03:11:20,944 - mmaction - INFO - Epoch [213][500/940] lr: 4.000e-04, eta: 15:58:09, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8531, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.2641 2022-02-11 03:11:45,847 - mmaction - INFO - Epoch [213][520/940] lr: 4.000e-04, eta: 15:57:40, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8541, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.2622 2022-02-11 03:12:11,094 - mmaction - INFO - Epoch [213][540/940] lr: 4.000e-04, eta: 15:57:11, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8545, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.3152 2022-02-11 03:12:36,157 - mmaction - INFO - Epoch [213][560/940] lr: 4.000e-04, eta: 15:56:42, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.2645 2022-02-11 03:13:01,199 - mmaction - INFO - Epoch [213][580/940] lr: 4.000e-04, eta: 15:56:13, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8471, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.2257 2022-02-11 03:13:26,422 - mmaction - INFO - Epoch [213][600/940] lr: 4.000e-04, eta: 15:55:44, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.2617 2022-02-11 03:13:51,544 - mmaction - INFO - Epoch [213][620/940] lr: 4.000e-04, eta: 15:55:15, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8582, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.2697 2022-02-11 03:14:16,532 - mmaction - INFO - Epoch [213][640/940] lr: 4.000e-04, eta: 15:54:46, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8627, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.2417 2022-02-11 03:14:41,682 - mmaction - INFO - Epoch [213][660/940] lr: 4.000e-04, eta: 15:54:17, time: 1.257, data_time: 0.055, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8596, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.2855 2022-02-11 03:15:06,837 - mmaction - INFO - Epoch [213][680/940] lr: 4.000e-04, eta: 15:53:48, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8529, loss_cls: 1.3595, loss: 1.3595, grad_norm: 4.3573 2022-02-11 03:15:32,048 - mmaction - INFO - Epoch [213][700/940] lr: 4.000e-04, eta: 15:53:19, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8674, loss_cls: 1.3147, loss: 1.3147, grad_norm: 4.2840 2022-02-11 03:15:57,446 - mmaction - INFO - Epoch [213][720/940] lr: 4.000e-04, eta: 15:52:50, time: 1.270, data_time: 0.060, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8578, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.2370 2022-02-11 03:16:22,876 - mmaction - INFO - Epoch [213][740/940] lr: 4.000e-04, eta: 15:52:21, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8562, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.2699 2022-02-11 03:16:48,028 - mmaction - INFO - Epoch [213][760/940] lr: 4.000e-04, eta: 15:51:52, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8582, loss_cls: 1.3412, loss: 1.3412, grad_norm: 4.3424 2022-02-11 03:17:13,295 - mmaction - INFO - Epoch [213][780/940] lr: 4.000e-04, eta: 15:51:23, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6680, top5_acc: 0.8506, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.3320 2022-02-11 03:17:38,666 - mmaction - INFO - Epoch [213][800/940] lr: 4.000e-04, eta: 15:50:54, time: 1.269, data_time: 0.059, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8600, loss_cls: 1.3174, loss: 1.3174, grad_norm: 4.2617 2022-02-11 03:18:04,021 - mmaction - INFO - Epoch [213][820/940] lr: 4.000e-04, eta: 15:50:25, time: 1.268, data_time: 0.070, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8584, loss_cls: 1.3512, loss: 1.3512, grad_norm: 4.2922 2022-02-11 03:18:29,301 - mmaction - INFO - Epoch [213][840/940] lr: 4.000e-04, eta: 15:49:57, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8582, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.2453 2022-02-11 03:18:54,484 - mmaction - INFO - Epoch [213][860/940] lr: 4.000e-04, eta: 15:49:28, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8566, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.2937 2022-02-11 03:19:19,818 - mmaction - INFO - Epoch [213][880/940] lr: 4.000e-04, eta: 15:48:59, time: 1.267, data_time: 0.053, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8520, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.3410 2022-02-11 03:19:45,065 - mmaction - INFO - Epoch [213][900/940] lr: 4.000e-04, eta: 15:48:30, time: 1.262, data_time: 0.058, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8617, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.2830 2022-02-11 03:20:10,408 - mmaction - INFO - Epoch [213][920/940] lr: 4.000e-04, eta: 15:48:01, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8566, loss_cls: 1.3460, loss: 1.3460, grad_norm: 4.3560 2022-02-11 03:20:34,222 - mmaction - INFO - Epoch [213][940/940] lr: 4.000e-04, eta: 15:47:31, time: 1.191, data_time: 0.056, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8679, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.2743 2022-02-11 03:24:01,642 - mmaction - INFO - Epoch [214][20/940] lr: 4.000e-04, eta: 15:47:52, time: 10.087, data_time: 8.494, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8596, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.2607 2022-02-11 03:24:25,139 - mmaction - INFO - Epoch [214][40/940] lr: 4.000e-04, eta: 15:47:23, time: 1.175, data_time: 0.047, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8590, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.2561 2022-02-11 03:24:48,681 - mmaction - INFO - Epoch [214][60/940] lr: 4.000e-04, eta: 15:46:53, time: 1.178, data_time: 0.045, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8533, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.2935 2022-02-11 03:25:12,778 - mmaction - INFO - Epoch [214][80/940] lr: 4.000e-04, eta: 15:46:24, time: 1.204, data_time: 0.051, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8701, loss_cls: 1.2659, loss: 1.2659, grad_norm: 4.2214 2022-02-11 03:25:36,912 - mmaction - INFO - Epoch [214][100/940] lr: 4.000e-04, eta: 15:45:55, time: 1.207, data_time: 0.048, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8553, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.2736 2022-02-11 03:26:01,695 - mmaction - INFO - Epoch [214][120/940] lr: 4.000e-04, eta: 15:45:25, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8625, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.2662 2022-02-11 03:26:26,536 - mmaction - INFO - Epoch [214][140/940] lr: 4.000e-04, eta: 15:44:56, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.2260 2022-02-11 03:26:51,502 - mmaction - INFO - Epoch [214][160/940] lr: 4.000e-04, eta: 15:44:27, time: 1.249, data_time: 0.060, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8564, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.2523 2022-02-11 03:27:16,614 - mmaction - INFO - Epoch [214][180/940] lr: 4.000e-04, eta: 15:43:58, time: 1.255, data_time: 0.063, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3755, loss: 1.3755, grad_norm: 4.2952 2022-02-11 03:27:41,777 - mmaction - INFO - Epoch [214][200/940] lr: 4.000e-04, eta: 15:43:29, time: 1.258, data_time: 0.058, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8613, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.3524 2022-02-11 03:28:07,006 - mmaction - INFO - Epoch [214][220/940] lr: 4.000e-04, eta: 15:43:00, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8525, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.2777 2022-02-11 03:28:32,247 - mmaction - INFO - Epoch [214][240/940] lr: 4.000e-04, eta: 15:42:31, time: 1.262, data_time: 0.061, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8553, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.3826 2022-02-11 03:28:57,603 - mmaction - INFO - Epoch [214][260/940] lr: 4.000e-04, eta: 15:42:03, time: 1.268, data_time: 0.076, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8502, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.2643 2022-02-11 03:29:22,787 - mmaction - INFO - Epoch [214][280/940] lr: 4.000e-04, eta: 15:41:34, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6666, top5_acc: 0.8566, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.4652 2022-02-11 03:29:48,134 - mmaction - INFO - Epoch [214][300/940] lr: 4.000e-04, eta: 15:41:05, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8520, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.3219 2022-02-11 03:30:13,782 - mmaction - INFO - Epoch [214][320/940] lr: 4.000e-04, eta: 15:40:36, time: 1.282, data_time: 0.078, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8635, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.2328 2022-02-11 03:30:39,257 - mmaction - INFO - Epoch [214][340/940] lr: 4.000e-04, eta: 15:40:07, time: 1.274, data_time: 0.083, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8502, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.3031 2022-02-11 03:31:04,547 - mmaction - INFO - Epoch [214][360/940] lr: 4.000e-04, eta: 15:39:38, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.2165 2022-02-11 03:31:29,896 - mmaction - INFO - Epoch [214][380/940] lr: 4.000e-04, eta: 15:39:09, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8615, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.2964 2022-02-11 03:31:55,185 - mmaction - INFO - Epoch [214][400/940] lr: 4.000e-04, eta: 15:38:40, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8662, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.2473 2022-02-11 03:32:20,573 - mmaction - INFO - Epoch [214][420/940] lr: 4.000e-04, eta: 15:38:11, time: 1.270, data_time: 0.080, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8543, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.2639 2022-02-11 03:32:46,138 - mmaction - INFO - Epoch [214][440/940] lr: 4.000e-04, eta: 15:37:42, time: 1.277, data_time: 0.089, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8600, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.3418 2022-02-11 03:33:11,370 - mmaction - INFO - Epoch [214][460/940] lr: 4.000e-04, eta: 15:37:13, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.2424 2022-02-11 03:33:36,543 - mmaction - INFO - Epoch [214][480/940] lr: 4.000e-04, eta: 15:36:44, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8545, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.2848 2022-02-11 03:34:01,488 - mmaction - INFO - Epoch [214][500/940] lr: 4.000e-04, eta: 15:36:15, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8525, loss_cls: 1.3587, loss: 1.3587, grad_norm: 4.2896 2022-02-11 03:34:26,779 - mmaction - INFO - Epoch [214][520/940] lr: 4.000e-04, eta: 15:35:46, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8559, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.2799 2022-02-11 03:34:52,100 - mmaction - INFO - Epoch [214][540/940] lr: 4.000e-04, eta: 15:35:17, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6676, top5_acc: 0.8512, loss_cls: 1.4094, loss: 1.4094, grad_norm: 4.3973 2022-02-11 03:35:17,332 - mmaction - INFO - Epoch [214][560/940] lr: 4.000e-04, eta: 15:34:49, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8588, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.3213 2022-02-11 03:35:42,451 - mmaction - INFO - Epoch [214][580/940] lr: 4.000e-04, eta: 15:34:20, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8619, loss_cls: 1.2939, loss: 1.2939, grad_norm: 4.2805 2022-02-11 03:36:07,725 - mmaction - INFO - Epoch [214][600/940] lr: 4.000e-04, eta: 15:33:51, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8545, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.3091 2022-02-11 03:36:32,884 - mmaction - INFO - Epoch [214][620/940] lr: 4.000e-04, eta: 15:33:22, time: 1.258, data_time: 0.079, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8566, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.2761 2022-02-11 03:36:58,060 - mmaction - INFO - Epoch [214][640/940] lr: 4.000e-04, eta: 15:32:53, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8541, loss_cls: 1.3635, loss: 1.3635, grad_norm: 4.3218 2022-02-11 03:37:23,050 - mmaction - INFO - Epoch [214][660/940] lr: 4.000e-04, eta: 15:32:24, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8588, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.3646 2022-02-11 03:37:48,292 - mmaction - INFO - Epoch [214][680/940] lr: 4.000e-04, eta: 15:31:55, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8613, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.2476 2022-02-11 03:38:13,317 - mmaction - INFO - Epoch [214][700/940] lr: 4.000e-04, eta: 15:31:26, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.2901 2022-02-11 03:38:38,360 - mmaction - INFO - Epoch [214][720/940] lr: 4.000e-04, eta: 15:30:57, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8500, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.2724 2022-02-11 03:39:03,502 - mmaction - INFO - Epoch [214][740/940] lr: 4.000e-04, eta: 15:30:28, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6656, top5_acc: 0.8498, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.3818 2022-02-11 03:39:28,929 - mmaction - INFO - Epoch [214][760/940] lr: 4.000e-04, eta: 15:29:59, time: 1.271, data_time: 0.074, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8557, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.2737 2022-02-11 03:39:54,076 - mmaction - INFO - Epoch [214][780/940] lr: 4.000e-04, eta: 15:29:30, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8584, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.3223 2022-02-11 03:40:19,499 - mmaction - INFO - Epoch [214][800/940] lr: 4.000e-04, eta: 15:29:01, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8533, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.3148 2022-02-11 03:40:44,557 - mmaction - INFO - Epoch [214][820/940] lr: 4.000e-04, eta: 15:28:32, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8527, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.3359 2022-02-11 03:41:10,098 - mmaction - INFO - Epoch [214][840/940] lr: 4.000e-04, eta: 15:28:03, time: 1.277, data_time: 0.079, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8539, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.2404 2022-02-11 03:41:35,417 - mmaction - INFO - Epoch [214][860/940] lr: 4.000e-04, eta: 15:27:34, time: 1.266, data_time: 0.083, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8549, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.2665 2022-02-11 03:42:00,731 - mmaction - INFO - Epoch [214][880/940] lr: 4.000e-04, eta: 15:27:05, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8510, loss_cls: 1.3742, loss: 1.3742, grad_norm: 4.2777 2022-02-11 03:42:26,119 - mmaction - INFO - Epoch [214][900/940] lr: 4.000e-04, eta: 15:26:37, time: 1.269, data_time: 0.077, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.2480 2022-02-11 03:42:51,479 - mmaction - INFO - Epoch [214][920/940] lr: 4.000e-04, eta: 15:26:08, time: 1.268, data_time: 0.086, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8568, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.1928 2022-02-11 03:43:15,344 - mmaction - INFO - Epoch [214][940/940] lr: 4.000e-04, eta: 15:25:38, time: 1.193, data_time: 0.064, memory: 9488, top1_acc: 0.6747, top5_acc: 0.8535, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.2786 2022-02-11 03:46:31,590 - mmaction - INFO - Epoch [215][20/940] lr: 4.000e-04, eta: 15:25:54, time: 9.449, data_time: 8.107, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8611, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.1929 2022-02-11 03:46:55,103 - mmaction - INFO - Epoch [215][40/940] lr: 4.000e-04, eta: 15:25:25, time: 1.175, data_time: 0.051, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8508, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.3024 2022-02-11 03:47:18,817 - mmaction - INFO - Epoch [215][60/940] lr: 4.000e-04, eta: 15:24:55, time: 1.185, data_time: 0.045, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8574, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.2880 2022-02-11 03:47:42,755 - mmaction - INFO - Epoch [215][80/940] lr: 4.000e-04, eta: 15:24:26, time: 1.197, data_time: 0.049, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8635, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.2303 2022-02-11 03:48:06,865 - mmaction - INFO - Epoch [215][100/940] lr: 4.000e-04, eta: 15:23:57, time: 1.206, data_time: 0.048, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8578, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.2496 2022-02-11 03:48:31,566 - mmaction - INFO - Epoch [215][120/940] lr: 4.000e-04, eta: 15:23:28, time: 1.235, data_time: 0.059, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8643, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.2001 2022-02-11 03:48:56,307 - mmaction - INFO - Epoch [215][140/940] lr: 4.000e-04, eta: 15:22:59, time: 1.237, data_time: 0.058, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8500, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.2906 2022-02-11 03:49:21,093 - mmaction - INFO - Epoch [215][160/940] lr: 4.000e-04, eta: 15:22:29, time: 1.239, data_time: 0.064, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8639, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.1932 2022-02-11 03:49:46,057 - mmaction - INFO - Epoch [215][180/940] lr: 4.000e-04, eta: 15:22:00, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8637, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.1977 2022-02-11 03:50:11,076 - mmaction - INFO - Epoch [215][200/940] lr: 4.000e-04, eta: 15:21:31, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6703, top5_acc: 0.8475, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.2976 2022-02-11 03:50:36,179 - mmaction - INFO - Epoch [215][220/940] lr: 4.000e-04, eta: 15:21:02, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8697, loss_cls: 1.2777, loss: 1.2777, grad_norm: 4.1968 2022-02-11 03:51:01,122 - mmaction - INFO - Epoch [215][240/940] lr: 4.000e-04, eta: 15:20:33, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8588, loss_cls: 1.3318, loss: 1.3318, grad_norm: 4.3549 2022-02-11 03:51:26,210 - mmaction - INFO - Epoch [215][260/940] lr: 4.000e-04, eta: 15:20:04, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8492, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.3626 2022-02-11 03:51:51,034 - mmaction - INFO - Epoch [215][280/940] lr: 4.000e-04, eta: 15:19:35, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.6650, top5_acc: 0.8492, loss_cls: 1.3737, loss: 1.3737, grad_norm: 4.3104 2022-02-11 03:52:16,235 - mmaction - INFO - Epoch [215][300/940] lr: 4.000e-04, eta: 15:19:06, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8578, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.3910 2022-02-11 03:52:41,373 - mmaction - INFO - Epoch [215][320/940] lr: 4.000e-04, eta: 15:18:38, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.2319 2022-02-11 03:53:06,426 - mmaction - INFO - Epoch [215][340/940] lr: 4.000e-04, eta: 15:18:09, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.3104 2022-02-11 03:53:31,347 - mmaction - INFO - Epoch [215][360/940] lr: 4.000e-04, eta: 15:17:40, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8514, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.3086 2022-02-11 03:53:56,475 - mmaction - INFO - Epoch [215][380/940] lr: 4.000e-04, eta: 15:17:11, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8588, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.3173 2022-02-11 03:54:21,429 - mmaction - INFO - Epoch [215][400/940] lr: 4.000e-04, eta: 15:16:42, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8559, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.3547 2022-02-11 03:54:46,849 - mmaction - INFO - Epoch [215][420/940] lr: 4.000e-04, eta: 15:16:13, time: 1.272, data_time: 0.068, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8551, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.2750 2022-02-11 03:55:11,986 - mmaction - INFO - Epoch [215][440/940] lr: 4.000e-04, eta: 15:15:44, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8475, loss_cls: 1.3897, loss: 1.3897, grad_norm: 4.3799 2022-02-11 03:55:37,007 - mmaction - INFO - Epoch [215][460/940] lr: 4.000e-04, eta: 15:15:15, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8514, loss_cls: 1.3478, loss: 1.3478, grad_norm: 4.2734 2022-02-11 03:56:02,321 - mmaction - INFO - Epoch [215][480/940] lr: 4.000e-04, eta: 15:14:46, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8561, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.3345 2022-02-11 03:56:27,730 - mmaction - INFO - Epoch [215][500/940] lr: 4.000e-04, eta: 15:14:17, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.1883 2022-02-11 03:56:53,103 - mmaction - INFO - Epoch [215][520/940] lr: 4.000e-04, eta: 15:13:48, time: 1.268, data_time: 0.079, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.3284 2022-02-11 03:57:18,413 - mmaction - INFO - Epoch [215][540/940] lr: 4.000e-04, eta: 15:13:19, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8646, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.2532 2022-02-11 03:57:43,744 - mmaction - INFO - Epoch [215][560/940] lr: 4.000e-04, eta: 15:12:50, time: 1.267, data_time: 0.064, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8551, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.2449 2022-02-11 03:58:09,071 - mmaction - INFO - Epoch [215][580/940] lr: 4.000e-04, eta: 15:12:21, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8543, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.2393 2022-02-11 03:58:34,320 - mmaction - INFO - Epoch [215][600/940] lr: 4.000e-04, eta: 15:11:52, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8660, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.2697 2022-02-11 03:58:59,577 - mmaction - INFO - Epoch [215][620/940] lr: 4.000e-04, eta: 15:11:23, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8502, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.4167 2022-02-11 03:59:24,791 - mmaction - INFO - Epoch [215][640/940] lr: 4.000e-04, eta: 15:10:55, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8598, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.2913 2022-02-11 03:59:50,008 - mmaction - INFO - Epoch [215][660/940] lr: 4.000e-04, eta: 15:10:26, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8527, loss_cls: 1.3381, loss: 1.3381, grad_norm: 4.2606 2022-02-11 04:00:15,654 - mmaction - INFO - Epoch [215][680/940] lr: 4.000e-04, eta: 15:09:57, time: 1.282, data_time: 0.070, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8486, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.3440 2022-02-11 04:00:40,713 - mmaction - INFO - Epoch [215][700/940] lr: 4.000e-04, eta: 15:09:28, time: 1.253, data_time: 0.076, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8514, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.3615 2022-02-11 04:01:05,802 - mmaction - INFO - Epoch [215][720/940] lr: 4.000e-04, eta: 15:08:59, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8621, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.3032 2022-02-11 04:01:30,917 - mmaction - INFO - Epoch [215][740/940] lr: 4.000e-04, eta: 15:08:30, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8533, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.2288 2022-02-11 04:01:56,130 - mmaction - INFO - Epoch [215][760/940] lr: 4.000e-04, eta: 15:08:01, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8502, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.3733 2022-02-11 04:02:21,095 - mmaction - INFO - Epoch [215][780/940] lr: 4.000e-04, eta: 15:07:32, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8496, loss_cls: 1.3904, loss: 1.3904, grad_norm: 4.3402 2022-02-11 04:02:46,135 - mmaction - INFO - Epoch [215][800/940] lr: 4.000e-04, eta: 15:07:03, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8590, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.3318 2022-02-11 04:03:11,458 - mmaction - INFO - Epoch [215][820/940] lr: 4.000e-04, eta: 15:06:34, time: 1.266, data_time: 0.078, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8477, loss_cls: 1.3814, loss: 1.3814, grad_norm: 4.3930 2022-02-11 04:03:36,623 - mmaction - INFO - Epoch [215][840/940] lr: 4.000e-04, eta: 15:06:05, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8652, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.2666 2022-02-11 04:04:02,002 - mmaction - INFO - Epoch [215][860/940] lr: 4.000e-04, eta: 15:05:36, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8619, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.2920 2022-02-11 04:04:27,215 - mmaction - INFO - Epoch [215][880/940] lr: 4.000e-04, eta: 15:05:07, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8479, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.3462 2022-02-11 04:04:52,384 - mmaction - INFO - Epoch [215][900/940] lr: 4.000e-04, eta: 15:04:39, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8574, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.3647 2022-02-11 04:05:17,808 - mmaction - INFO - Epoch [215][920/940] lr: 4.000e-04, eta: 15:04:10, time: 1.271, data_time: 0.062, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8564, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.3676 2022-02-11 04:05:41,637 - mmaction - INFO - Epoch [215][940/940] lr: 4.000e-04, eta: 15:03:40, time: 1.191, data_time: 0.062, memory: 9488, top1_acc: 0.6849, top5_acc: 0.8594, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.2476 2022-02-11 04:05:45,992 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 04:05:45,996 - mmaction - INFO - 110 BN found 2022-02-11 04:09:49,852 - mmaction - INFO - BN stats updated 2022-02-11 04:09:51,856 - mmaction - INFO - Saving checkpoint at 215 epochs 2022-02-11 04:12:42,600 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 04:12:43,315 - mmaction - INFO - top1_acc 0.6945 top5_acc 0.8861 2022-02-11 04:12:43,315 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 04:12:43,343 - mmaction - INFO - mean_acc 0.6945 2022-02-11 04:12:43,346 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_210.pth was removed 2022-02-11 04:12:44,232 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_215.pth. 2022-02-11 04:12:44,233 - mmaction - INFO - Best top1_acc is 0.6945 at 215 epoch. 2022-02-11 04:12:44,240 - mmaction - INFO - Epoch(val) [215][78] top1_acc: 0.6945, top5_acc: 0.8861, mean_class_accuracy: 0.6945 2022-02-11 04:15:17,261 - mmaction - INFO - Epoch [216][20/940] lr: 4.000e-04, eta: 15:03:45, time: 7.648, data_time: 5.767, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8604, loss_cls: 1.2884, loss: 1.2884, grad_norm: 4.2550 2022-02-11 04:15:40,653 - mmaction - INFO - Epoch [216][40/940] lr: 4.000e-04, eta: 15:03:16, time: 1.170, data_time: 0.047, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8574, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.3080 2022-02-11 04:16:04,114 - mmaction - INFO - Epoch [216][60/940] lr: 4.000e-04, eta: 15:02:46, time: 1.172, data_time: 0.042, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8529, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.3013 2022-02-11 04:16:27,904 - mmaction - INFO - Epoch [216][80/940] lr: 4.000e-04, eta: 15:02:17, time: 1.190, data_time: 0.042, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8459, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.3462 2022-02-11 04:16:51,917 - mmaction - INFO - Epoch [216][100/940] lr: 4.000e-04, eta: 15:01:48, time: 1.201, data_time: 0.049, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8592, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.2648 2022-02-11 04:17:15,964 - mmaction - INFO - Epoch [216][120/940] lr: 4.000e-04, eta: 15:01:19, time: 1.202, data_time: 0.045, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8600, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.2862 2022-02-11 04:17:40,427 - mmaction - INFO - Epoch [216][140/940] lr: 4.000e-04, eta: 15:00:50, time: 1.224, data_time: 0.051, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8502, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.2707 2022-02-11 04:18:04,827 - mmaction - INFO - Epoch [216][160/940] lr: 4.000e-04, eta: 15:00:20, time: 1.219, data_time: 0.051, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8596, loss_cls: 1.3238, loss: 1.3238, grad_norm: 4.2724 2022-02-11 04:18:29,440 - mmaction - INFO - Epoch [216][180/940] lr: 4.000e-04, eta: 14:59:51, time: 1.231, data_time: 0.049, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8643, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.3009 2022-02-11 04:18:54,003 - mmaction - INFO - Epoch [216][200/940] lr: 4.000e-04, eta: 14:59:22, time: 1.228, data_time: 0.059, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8621, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.2570 2022-02-11 04:19:18,501 - mmaction - INFO - Epoch [216][220/940] lr: 4.000e-04, eta: 14:58:53, time: 1.225, data_time: 0.053, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8537, loss_cls: 1.3478, loss: 1.3478, grad_norm: 4.2979 2022-02-11 04:19:43,065 - mmaction - INFO - Epoch [216][240/940] lr: 4.000e-04, eta: 14:58:24, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8613, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.3869 2022-02-11 04:20:07,920 - mmaction - INFO - Epoch [216][260/940] lr: 4.000e-04, eta: 14:57:55, time: 1.243, data_time: 0.066, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8531, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.3035 2022-02-11 04:20:32,738 - mmaction - INFO - Epoch [216][280/940] lr: 4.000e-04, eta: 14:57:26, time: 1.241, data_time: 0.061, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8545, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.2588 2022-02-11 04:20:57,776 - mmaction - INFO - Epoch [216][300/940] lr: 4.000e-04, eta: 14:56:57, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8557, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.3402 2022-02-11 04:21:22,697 - mmaction - INFO - Epoch [216][320/940] lr: 4.000e-04, eta: 14:56:28, time: 1.246, data_time: 0.061, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8537, loss_cls: 1.3544, loss: 1.3544, grad_norm: 4.4048 2022-02-11 04:21:47,826 - mmaction - INFO - Epoch [216][340/940] lr: 4.000e-04, eta: 14:55:59, time: 1.256, data_time: 0.052, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8541, loss_cls: 1.3404, loss: 1.3404, grad_norm: 4.3460 2022-02-11 04:22:12,652 - mmaction - INFO - Epoch [216][360/940] lr: 4.000e-04, eta: 14:55:30, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8697, loss_cls: 1.2656, loss: 1.2656, grad_norm: 4.2408 2022-02-11 04:22:37,770 - mmaction - INFO - Epoch [216][380/940] lr: 4.000e-04, eta: 14:55:01, time: 1.256, data_time: 0.060, memory: 9488, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.4058 2022-02-11 04:23:02,949 - mmaction - INFO - Epoch [216][400/940] lr: 4.000e-04, eta: 14:54:32, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8592, loss_cls: 1.2979, loss: 1.2979, grad_norm: 4.2307 2022-02-11 04:23:28,221 - mmaction - INFO - Epoch [216][420/940] lr: 4.000e-04, eta: 14:54:03, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3755, loss: 1.3755, grad_norm: 4.3068 2022-02-11 04:23:53,559 - mmaction - INFO - Epoch [216][440/940] lr: 4.000e-04, eta: 14:53:34, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8678, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.2877 2022-02-11 04:24:18,944 - mmaction - INFO - Epoch [216][460/940] lr: 4.000e-04, eta: 14:53:06, time: 1.269, data_time: 0.064, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8527, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.3334 2022-02-11 04:24:44,373 - mmaction - INFO - Epoch [216][480/940] lr: 4.000e-04, eta: 14:52:37, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8570, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.3116 2022-02-11 04:25:09,716 - mmaction - INFO - Epoch [216][500/940] lr: 4.000e-04, eta: 14:52:08, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8592, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.3717 2022-02-11 04:25:34,924 - mmaction - INFO - Epoch [216][520/940] lr: 4.000e-04, eta: 14:51:39, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8586, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.2656 2022-02-11 04:26:00,260 - mmaction - INFO - Epoch [216][540/940] lr: 4.000e-04, eta: 14:51:10, time: 1.267, data_time: 0.068, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.2863 2022-02-11 04:26:25,617 - mmaction - INFO - Epoch [216][560/940] lr: 4.000e-04, eta: 14:50:41, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8549, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.2798 2022-02-11 04:26:51,035 - mmaction - INFO - Epoch [216][580/940] lr: 4.000e-04, eta: 14:50:12, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8584, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.3271 2022-02-11 04:27:16,321 - mmaction - INFO - Epoch [216][600/940] lr: 4.000e-04, eta: 14:49:44, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8580, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.2975 2022-02-11 04:27:41,746 - mmaction - INFO - Epoch [216][620/940] lr: 4.000e-04, eta: 14:49:15, time: 1.271, data_time: 0.069, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8566, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.2955 2022-02-11 04:28:07,092 - mmaction - INFO - Epoch [216][640/940] lr: 4.000e-04, eta: 14:48:46, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8598, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.2533 2022-02-11 04:28:32,673 - mmaction - INFO - Epoch [216][660/940] lr: 4.000e-04, eta: 14:48:17, time: 1.279, data_time: 0.068, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8643, loss_cls: 1.3048, loss: 1.3048, grad_norm: 4.3553 2022-02-11 04:28:58,081 - mmaction - INFO - Epoch [216][680/940] lr: 4.000e-04, eta: 14:47:48, time: 1.271, data_time: 0.077, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8547, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.3274 2022-02-11 04:29:23,338 - mmaction - INFO - Epoch [216][700/940] lr: 4.000e-04, eta: 14:47:19, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8566, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.3824 2022-02-11 04:29:48,505 - mmaction - INFO - Epoch [216][720/940] lr: 4.000e-04, eta: 14:46:50, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8541, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.3609 2022-02-11 04:30:13,924 - mmaction - INFO - Epoch [216][740/940] lr: 4.000e-04, eta: 14:46:22, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8598, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.3808 2022-02-11 04:30:39,180 - mmaction - INFO - Epoch [216][760/940] lr: 4.000e-04, eta: 14:45:53, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8520, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.3367 2022-02-11 04:31:04,274 - mmaction - INFO - Epoch [216][780/940] lr: 4.000e-04, eta: 14:45:24, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8566, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.3302 2022-02-11 04:31:29,480 - mmaction - INFO - Epoch [216][800/940] lr: 4.000e-04, eta: 14:44:55, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8635, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.2749 2022-02-11 04:31:54,631 - mmaction - INFO - Epoch [216][820/940] lr: 4.000e-04, eta: 14:44:26, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8578, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.3451 2022-02-11 04:32:19,978 - mmaction - INFO - Epoch [216][840/940] lr: 4.000e-04, eta: 14:43:57, time: 1.267, data_time: 0.063, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8557, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.3486 2022-02-11 04:32:45,026 - mmaction - INFO - Epoch [216][860/940] lr: 4.000e-04, eta: 14:43:28, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8641, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.3055 2022-02-11 04:33:10,424 - mmaction - INFO - Epoch [216][880/940] lr: 4.000e-04, eta: 14:42:59, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8572, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.2886 2022-02-11 04:33:35,847 - mmaction - INFO - Epoch [216][900/940] lr: 4.000e-04, eta: 14:42:30, time: 1.271, data_time: 0.083, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8484, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.3188 2022-02-11 04:34:00,885 - mmaction - INFO - Epoch [216][920/940] lr: 4.000e-04, eta: 14:42:02, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8523, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.2959 2022-02-11 04:34:24,930 - mmaction - INFO - Epoch [216][940/940] lr: 4.000e-04, eta: 14:41:32, time: 1.202, data_time: 0.055, memory: 9488, top1_acc: 0.6794, top5_acc: 0.8533, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.3217 2022-02-11 04:36:54,352 - mmaction - INFO - Epoch [217][20/940] lr: 4.000e-04, eta: 14:41:35, time: 7.361, data_time: 5.791, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8633, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.2505 2022-02-11 04:37:18,042 - mmaction - INFO - Epoch [217][40/940] lr: 4.000e-04, eta: 14:41:05, time: 1.186, data_time: 0.057, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8580, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.3413 2022-02-11 04:37:41,775 - mmaction - INFO - Epoch [217][60/940] lr: 4.000e-04, eta: 14:40:36, time: 1.187, data_time: 0.050, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8578, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.3506 2022-02-11 04:38:05,948 - mmaction - INFO - Epoch [217][80/940] lr: 4.000e-04, eta: 14:40:07, time: 1.208, data_time: 0.047, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8537, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.3603 2022-02-11 04:38:30,180 - mmaction - INFO - Epoch [217][100/940] lr: 4.000e-04, eta: 14:39:38, time: 1.211, data_time: 0.055, memory: 9488, top1_acc: 0.6686, top5_acc: 0.8547, loss_cls: 1.3782, loss: 1.3782, grad_norm: 4.4578 2022-02-11 04:38:54,858 - mmaction - INFO - Epoch [217][120/940] lr: 4.000e-04, eta: 14:39:09, time: 1.234, data_time: 0.063, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8551, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.3769 2022-02-11 04:39:19,408 - mmaction - INFO - Epoch [217][140/940] lr: 4.000e-04, eta: 14:38:40, time: 1.228, data_time: 0.058, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8619, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.2722 2022-02-11 04:39:44,240 - mmaction - INFO - Epoch [217][160/940] lr: 4.000e-04, eta: 14:38:11, time: 1.241, data_time: 0.057, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8494, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.2855 2022-02-11 04:40:08,917 - mmaction - INFO - Epoch [217][180/940] lr: 4.000e-04, eta: 14:37:42, time: 1.234, data_time: 0.066, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8564, loss_cls: 1.3247, loss: 1.3247, grad_norm: 4.3418 2022-02-11 04:40:33,437 - mmaction - INFO - Epoch [217][200/940] lr: 4.000e-04, eta: 14:37:13, time: 1.226, data_time: 0.058, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8629, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.3248 2022-02-11 04:40:58,402 - mmaction - INFO - Epoch [217][220/940] lr: 4.000e-04, eta: 14:36:44, time: 1.248, data_time: 0.070, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8564, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.2369 2022-02-11 04:41:23,217 - mmaction - INFO - Epoch [217][240/940] lr: 4.000e-04, eta: 14:36:15, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8525, loss_cls: 1.3583, loss: 1.3583, grad_norm: 4.2991 2022-02-11 04:41:48,286 - mmaction - INFO - Epoch [217][260/940] lr: 4.000e-04, eta: 14:35:46, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8564, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.2909 2022-02-11 04:42:13,158 - mmaction - INFO - Epoch [217][280/940] lr: 4.000e-04, eta: 14:35:17, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8588, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.2576 2022-02-11 04:42:37,940 - mmaction - INFO - Epoch [217][300/940] lr: 4.000e-04, eta: 14:34:48, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8619, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.2300 2022-02-11 04:43:03,228 - mmaction - INFO - Epoch [217][320/940] lr: 4.000e-04, eta: 14:34:19, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8555, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.2964 2022-02-11 04:43:28,219 - mmaction - INFO - Epoch [217][340/940] lr: 4.000e-04, eta: 14:33:50, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8537, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.4094 2022-02-11 04:43:53,126 - mmaction - INFO - Epoch [217][360/940] lr: 4.000e-04, eta: 14:33:21, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3643, loss: 1.3643, grad_norm: 4.3410 2022-02-11 04:44:18,461 - mmaction - INFO - Epoch [217][380/940] lr: 4.000e-04, eta: 14:32:52, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8574, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.3231 2022-02-11 04:44:43,507 - mmaction - INFO - Epoch [217][400/940] lr: 4.000e-04, eta: 14:32:23, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8566, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.3698 2022-02-11 04:45:08,776 - mmaction - INFO - Epoch [217][420/940] lr: 4.000e-04, eta: 14:31:54, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8443, loss_cls: 1.3769, loss: 1.3769, grad_norm: 4.3568 2022-02-11 04:45:34,131 - mmaction - INFO - Epoch [217][440/940] lr: 4.000e-04, eta: 14:31:26, time: 1.268, data_time: 0.082, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8508, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.3447 2022-02-11 04:45:59,240 - mmaction - INFO - Epoch [217][460/940] lr: 4.000e-04, eta: 14:30:57, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8496, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.2872 2022-02-11 04:46:24,694 - mmaction - INFO - Epoch [217][480/940] lr: 4.000e-04, eta: 14:30:28, time: 1.273, data_time: 0.073, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8596, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.2759 2022-02-11 04:46:49,804 - mmaction - INFO - Epoch [217][500/940] lr: 4.000e-04, eta: 14:29:59, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.3217 2022-02-11 04:47:15,261 - mmaction - INFO - Epoch [217][520/940] lr: 4.000e-04, eta: 14:29:30, time: 1.273, data_time: 0.075, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8600, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.2329 2022-02-11 04:47:40,448 - mmaction - INFO - Epoch [217][540/940] lr: 4.000e-04, eta: 14:29:01, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8557, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.3909 2022-02-11 04:48:05,710 - mmaction - INFO - Epoch [217][560/940] lr: 4.000e-04, eta: 14:28:32, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8578, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.3466 2022-02-11 04:48:30,955 - mmaction - INFO - Epoch [217][580/940] lr: 4.000e-04, eta: 14:28:03, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8693, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.3531 2022-02-11 04:48:56,229 - mmaction - INFO - Epoch [217][600/940] lr: 4.000e-04, eta: 14:27:35, time: 1.264, data_time: 0.068, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8605, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.3657 2022-02-11 04:49:21,312 - mmaction - INFO - Epoch [217][620/940] lr: 4.000e-04, eta: 14:27:06, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8549, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.3490 2022-02-11 04:49:46,512 - mmaction - INFO - Epoch [217][640/940] lr: 4.000e-04, eta: 14:26:37, time: 1.260, data_time: 0.072, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8494, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.3580 2022-02-11 04:50:11,711 - mmaction - INFO - Epoch [217][660/940] lr: 4.000e-04, eta: 14:26:08, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8598, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.3562 2022-02-11 04:50:36,846 - mmaction - INFO - Epoch [217][680/940] lr: 4.000e-04, eta: 14:25:39, time: 1.257, data_time: 0.080, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8561, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.3481 2022-02-11 04:51:01,863 - mmaction - INFO - Epoch [217][700/940] lr: 4.000e-04, eta: 14:25:10, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.2327 2022-02-11 04:51:26,907 - mmaction - INFO - Epoch [217][720/940] lr: 4.000e-04, eta: 14:24:41, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.3357 2022-02-11 04:51:51,989 - mmaction - INFO - Epoch [217][740/940] lr: 4.000e-04, eta: 14:24:12, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8547, loss_cls: 1.3626, loss: 1.3626, grad_norm: 4.4062 2022-02-11 04:52:17,040 - mmaction - INFO - Epoch [217][760/940] lr: 4.000e-04, eta: 14:23:43, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8562, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.2676 2022-02-11 04:52:42,017 - mmaction - INFO - Epoch [217][780/940] lr: 4.000e-04, eta: 14:23:15, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8539, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.3217 2022-02-11 04:53:07,194 - mmaction - INFO - Epoch [217][800/940] lr: 4.000e-04, eta: 14:22:46, time: 1.259, data_time: 0.063, memory: 9488, top1_acc: 0.6705, top5_acc: 0.8564, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.3454 2022-02-11 04:53:31,972 - mmaction - INFO - Epoch [217][820/940] lr: 4.000e-04, eta: 14:22:17, time: 1.239, data_time: 0.070, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8605, loss_cls: 1.2855, loss: 1.2855, grad_norm: 4.2360 2022-02-11 04:53:57,202 - mmaction - INFO - Epoch [217][840/940] lr: 4.000e-04, eta: 14:21:48, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8570, loss_cls: 1.3529, loss: 1.3529, grad_norm: 4.4761 2022-02-11 04:54:22,551 - mmaction - INFO - Epoch [217][860/940] lr: 4.000e-04, eta: 14:21:19, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8646, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.3471 2022-02-11 04:54:47,803 - mmaction - INFO - Epoch [217][880/940] lr: 4.000e-04, eta: 14:20:50, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8520, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.3675 2022-02-11 04:55:13,071 - mmaction - INFO - Epoch [217][900/940] lr: 4.000e-04, eta: 14:20:21, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8477, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.4355 2022-02-11 04:55:38,043 - mmaction - INFO - Epoch [217][920/940] lr: 4.000e-04, eta: 14:19:52, time: 1.249, data_time: 0.076, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8619, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.2443 2022-02-11 04:56:01,864 - mmaction - INFO - Epoch [217][940/940] lr: 4.000e-04, eta: 14:19:23, time: 1.192, data_time: 0.057, memory: 9488, top1_acc: 0.6737, top5_acc: 0.8551, loss_cls: 1.3585, loss: 1.3585, grad_norm: 4.3285 2022-02-11 04:58:37,676 - mmaction - INFO - Epoch [218][20/940] lr: 4.000e-04, eta: 14:19:26, time: 7.680, data_time: 5.677, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8594, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.3129 2022-02-11 04:59:01,418 - mmaction - INFO - Epoch [218][40/940] lr: 4.000e-04, eta: 14:18:57, time: 1.187, data_time: 0.044, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8570, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.3131 2022-02-11 04:59:25,288 - mmaction - INFO - Epoch [218][60/940] lr: 4.000e-04, eta: 14:18:28, time: 1.194, data_time: 0.046, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8582, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.3782 2022-02-11 04:59:49,497 - mmaction - INFO - Epoch [218][80/940] lr: 4.000e-04, eta: 14:17:59, time: 1.210, data_time: 0.051, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8625, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.2313 2022-02-11 05:00:13,998 - mmaction - INFO - Epoch [218][100/940] lr: 4.000e-04, eta: 14:17:30, time: 1.225, data_time: 0.053, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8617, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.3072 2022-02-11 05:00:38,792 - mmaction - INFO - Epoch [218][120/940] lr: 4.000e-04, eta: 14:17:01, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8537, loss_cls: 1.3582, loss: 1.3582, grad_norm: 4.3855 2022-02-11 05:01:03,788 - mmaction - INFO - Epoch [218][140/940] lr: 4.000e-04, eta: 14:16:32, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8629, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.3517 2022-02-11 05:01:28,844 - mmaction - INFO - Epoch [218][160/940] lr: 4.000e-04, eta: 14:16:03, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8557, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.3056 2022-02-11 05:01:53,785 - mmaction - INFO - Epoch [218][180/940] lr: 4.000e-04, eta: 14:15:34, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8520, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.3553 2022-02-11 05:02:18,846 - mmaction - INFO - Epoch [218][200/940] lr: 4.000e-04, eta: 14:15:05, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8496, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.3675 2022-02-11 05:02:43,656 - mmaction - INFO - Epoch [218][220/940] lr: 4.000e-04, eta: 14:14:36, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6639, top5_acc: 0.8492, loss_cls: 1.3921, loss: 1.3921, grad_norm: 4.4306 2022-02-11 05:03:08,874 - mmaction - INFO - Epoch [218][240/940] lr: 4.000e-04, eta: 14:14:07, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8570, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.3152 2022-02-11 05:03:33,977 - mmaction - INFO - Epoch [218][260/940] lr: 4.000e-04, eta: 14:13:38, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8627, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.2900 2022-02-11 05:03:59,145 - mmaction - INFO - Epoch [218][280/940] lr: 4.000e-04, eta: 14:13:09, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8553, loss_cls: 1.3153, loss: 1.3153, grad_norm: 4.3434 2022-02-11 05:04:24,094 - mmaction - INFO - Epoch [218][300/940] lr: 4.000e-04, eta: 14:12:40, time: 1.247, data_time: 0.064, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8518, loss_cls: 1.3537, loss: 1.3537, grad_norm: 4.3187 2022-02-11 05:04:49,046 - mmaction - INFO - Epoch [218][320/940] lr: 4.000e-04, eta: 14:12:11, time: 1.248, data_time: 0.077, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8564, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.3181 2022-02-11 05:05:14,153 - mmaction - INFO - Epoch [218][340/940] lr: 4.000e-04, eta: 14:11:43, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8523, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.2960 2022-02-11 05:05:38,980 - mmaction - INFO - Epoch [218][360/940] lr: 4.000e-04, eta: 14:11:14, time: 1.241, data_time: 0.064, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8561, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.3145 2022-02-11 05:06:03,828 - mmaction - INFO - Epoch [218][380/940] lr: 4.000e-04, eta: 14:10:45, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8502, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.3373 2022-02-11 05:06:28,991 - mmaction - INFO - Epoch [218][400/940] lr: 4.000e-04, eta: 14:10:16, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8635, loss_cls: 1.2763, loss: 1.2763, grad_norm: 4.2505 2022-02-11 05:06:54,150 - mmaction - INFO - Epoch [218][420/940] lr: 4.000e-04, eta: 14:09:47, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8631, loss_cls: 1.2903, loss: 1.2903, grad_norm: 4.2679 2022-02-11 05:07:19,391 - mmaction - INFO - Epoch [218][440/940] lr: 4.000e-04, eta: 14:09:18, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8527, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.4041 2022-02-11 05:07:44,503 - mmaction - INFO - Epoch [218][460/940] lr: 4.000e-04, eta: 14:08:49, time: 1.255, data_time: 0.075, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8549, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.4109 2022-02-11 05:08:09,391 - mmaction - INFO - Epoch [218][480/940] lr: 4.000e-04, eta: 14:08:20, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8605, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.3713 2022-02-11 05:08:34,574 - mmaction - INFO - Epoch [218][500/940] lr: 4.000e-04, eta: 14:07:51, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8568, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.3797 2022-02-11 05:08:59,794 - mmaction - INFO - Epoch [218][520/940] lr: 4.000e-04, eta: 14:07:23, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.2513 2022-02-11 05:09:24,745 - mmaction - INFO - Epoch [218][540/940] lr: 4.000e-04, eta: 14:06:54, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8602, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.3858 2022-02-11 05:09:49,873 - mmaction - INFO - Epoch [218][560/940] lr: 4.000e-04, eta: 14:06:25, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8613, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.3098 2022-02-11 05:10:14,758 - mmaction - INFO - Epoch [218][580/940] lr: 4.000e-04, eta: 14:05:56, time: 1.245, data_time: 0.073, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8559, loss_cls: 1.3321, loss: 1.3321, grad_norm: 4.3139 2022-02-11 05:10:39,854 - mmaction - INFO - Epoch [218][600/940] lr: 4.000e-04, eta: 14:05:27, time: 1.254, data_time: 0.076, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8635, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.3390 2022-02-11 05:11:05,109 - mmaction - INFO - Epoch [218][620/940] lr: 4.000e-04, eta: 14:04:58, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8572, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.3124 2022-02-11 05:11:30,328 - mmaction - INFO - Epoch [218][640/940] lr: 4.000e-04, eta: 14:04:29, time: 1.260, data_time: 0.081, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8559, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.4021 2022-02-11 05:11:55,513 - mmaction - INFO - Epoch [218][660/940] lr: 4.000e-04, eta: 14:04:00, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8570, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.3915 2022-02-11 05:12:20,647 - mmaction - INFO - Epoch [218][680/940] lr: 4.000e-04, eta: 14:03:32, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8609, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.3825 2022-02-11 05:12:46,009 - mmaction - INFO - Epoch [218][700/940] lr: 4.000e-04, eta: 14:03:03, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8543, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.3629 2022-02-11 05:13:11,110 - mmaction - INFO - Epoch [218][720/940] lr: 4.000e-04, eta: 14:02:34, time: 1.254, data_time: 0.076, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8506, loss_cls: 1.3627, loss: 1.3627, grad_norm: 4.3213 2022-02-11 05:13:36,082 - mmaction - INFO - Epoch [218][740/940] lr: 4.000e-04, eta: 14:02:05, time: 1.249, data_time: 0.075, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8467, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.3194 2022-02-11 05:14:01,263 - mmaction - INFO - Epoch [218][760/940] lr: 4.000e-04, eta: 14:01:36, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8545, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.3883 2022-02-11 05:14:26,441 - mmaction - INFO - Epoch [218][780/940] lr: 4.000e-04, eta: 14:01:07, time: 1.258, data_time: 0.081, memory: 9488, top1_acc: 0.6676, top5_acc: 0.8477, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.3618 2022-02-11 05:14:51,653 - mmaction - INFO - Epoch [218][800/940] lr: 4.000e-04, eta: 14:00:39, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8609, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.4292 2022-02-11 05:15:16,788 - mmaction - INFO - Epoch [218][820/940] lr: 4.000e-04, eta: 14:00:10, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8498, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.3619 2022-02-11 05:15:41,861 - mmaction - INFO - Epoch [218][840/940] lr: 4.000e-04, eta: 13:59:41, time: 1.253, data_time: 0.073, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8672, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.2541 2022-02-11 05:16:06,997 - mmaction - INFO - Epoch [218][860/940] lr: 4.000e-04, eta: 13:59:12, time: 1.257, data_time: 0.080, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8564, loss_cls: 1.3452, loss: 1.3452, grad_norm: 4.4081 2022-02-11 05:16:32,154 - mmaction - INFO - Epoch [218][880/940] lr: 4.000e-04, eta: 13:58:43, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8631, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.3792 2022-02-11 05:16:57,388 - mmaction - INFO - Epoch [218][900/940] lr: 4.000e-04, eta: 13:58:14, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8578, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.4058 2022-02-11 05:17:22,665 - mmaction - INFO - Epoch [218][920/940] lr: 4.000e-04, eta: 13:57:45, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8557, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.4423 2022-02-11 05:17:46,634 - mmaction - INFO - Epoch [218][940/940] lr: 4.000e-04, eta: 13:57:16, time: 1.198, data_time: 0.063, memory: 9488, top1_acc: 0.6741, top5_acc: 0.8535, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.4334 2022-02-11 05:20:31,848 - mmaction - INFO - Epoch [219][20/940] lr: 4.000e-04, eta: 13:57:20, time: 8.031, data_time: 6.322, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8580, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.2759 2022-02-11 05:20:55,506 - mmaction - INFO - Epoch [219][40/940] lr: 4.000e-04, eta: 13:56:51, time: 1.182, data_time: 0.045, memory: 9488, top1_acc: 0.6668, top5_acc: 0.8576, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.4755 2022-02-11 05:21:19,589 - mmaction - INFO - Epoch [219][60/940] lr: 4.000e-04, eta: 13:56:22, time: 1.205, data_time: 0.047, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8592, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.3605 2022-02-11 05:21:43,841 - mmaction - INFO - Epoch [219][80/940] lr: 4.000e-04, eta: 13:55:53, time: 1.212, data_time: 0.054, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8582, loss_cls: 1.3010, loss: 1.3010, grad_norm: 4.2619 2022-02-11 05:22:08,475 - mmaction - INFO - Epoch [219][100/940] lr: 4.000e-04, eta: 13:55:24, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8600, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.2771 2022-02-11 05:22:33,025 - mmaction - INFO - Epoch [219][120/940] lr: 4.000e-04, eta: 13:54:55, time: 1.227, data_time: 0.051, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8547, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.3733 2022-02-11 05:22:57,925 - mmaction - INFO - Epoch [219][140/940] lr: 4.000e-04, eta: 13:54:26, time: 1.245, data_time: 0.063, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8557, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.3351 2022-02-11 05:23:22,571 - mmaction - INFO - Epoch [219][160/940] lr: 4.000e-04, eta: 13:53:57, time: 1.232, data_time: 0.061, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8500, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.3992 2022-02-11 05:23:47,542 - mmaction - INFO - Epoch [219][180/940] lr: 4.000e-04, eta: 13:53:28, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8504, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.4260 2022-02-11 05:24:12,713 - mmaction - INFO - Epoch [219][200/940] lr: 4.000e-04, eta: 13:52:59, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8592, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.2141 2022-02-11 05:24:37,841 - mmaction - INFO - Epoch [219][220/940] lr: 4.000e-04, eta: 13:52:30, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8598, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.3340 2022-02-11 05:25:02,684 - mmaction - INFO - Epoch [219][240/940] lr: 4.000e-04, eta: 13:52:01, time: 1.242, data_time: 0.074, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8592, loss_cls: 1.3309, loss: 1.3309, grad_norm: 4.3052 2022-02-11 05:25:27,572 - mmaction - INFO - Epoch [219][260/940] lr: 4.000e-04, eta: 13:51:32, time: 1.245, data_time: 0.066, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8584, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.2970 2022-02-11 05:25:52,865 - mmaction - INFO - Epoch [219][280/940] lr: 4.000e-04, eta: 13:51:03, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8584, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.3694 2022-02-11 05:26:17,872 - mmaction - INFO - Epoch [219][300/940] lr: 4.000e-04, eta: 13:50:35, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8582, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.4000 2022-02-11 05:26:43,058 - mmaction - INFO - Epoch [219][320/940] lr: 4.000e-04, eta: 13:50:06, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3547, loss: 1.3547, grad_norm: 4.4227 2022-02-11 05:27:08,049 - mmaction - INFO - Epoch [219][340/940] lr: 4.000e-04, eta: 13:49:37, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8535, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.3504 2022-02-11 05:27:33,039 - mmaction - INFO - Epoch [219][360/940] lr: 4.000e-04, eta: 13:49:08, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8643, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.3603 2022-02-11 05:27:58,360 - mmaction - INFO - Epoch [219][380/940] lr: 4.000e-04, eta: 13:48:39, time: 1.266, data_time: 0.079, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8518, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.3346 2022-02-11 05:28:23,521 - mmaction - INFO - Epoch [219][400/940] lr: 4.000e-04, eta: 13:48:10, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8551, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.3885 2022-02-11 05:28:48,665 - mmaction - INFO - Epoch [219][420/940] lr: 4.000e-04, eta: 13:47:41, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8611, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.3468 2022-02-11 05:29:14,027 - mmaction - INFO - Epoch [219][440/940] lr: 4.000e-04, eta: 13:47:13, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8562, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.3631 2022-02-11 05:29:39,256 - mmaction - INFO - Epoch [219][460/940] lr: 4.000e-04, eta: 13:46:44, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8598, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.3713 2022-02-11 05:30:04,406 - mmaction - INFO - Epoch [219][480/940] lr: 4.000e-04, eta: 13:46:15, time: 1.258, data_time: 0.064, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8518, loss_cls: 1.3719, loss: 1.3719, grad_norm: 4.3983 2022-02-11 05:30:31,419 - mmaction - INFO - Epoch [219][500/940] lr: 4.000e-04, eta: 13:45:47, time: 1.350, data_time: 0.084, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8467, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.4542 2022-02-11 05:30:56,453 - mmaction - INFO - Epoch [219][520/940] lr: 4.000e-04, eta: 13:45:18, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8572, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.4305 2022-02-11 05:31:21,311 - mmaction - INFO - Epoch [219][540/940] lr: 4.000e-04, eta: 13:44:49, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8529, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.3961 2022-02-11 05:31:46,463 - mmaction - INFO - Epoch [219][560/940] lr: 4.000e-04, eta: 13:44:20, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8666, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.2735 2022-02-11 05:32:11,622 - mmaction - INFO - Epoch [219][580/940] lr: 4.000e-04, eta: 13:43:51, time: 1.258, data_time: 0.069, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8623, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.3619 2022-02-11 05:32:36,726 - mmaction - INFO - Epoch [219][600/940] lr: 4.000e-04, eta: 13:43:22, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8572, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.3164 2022-02-11 05:33:01,978 - mmaction - INFO - Epoch [219][620/940] lr: 4.000e-04, eta: 13:42:53, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8572, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.3769 2022-02-11 05:33:26,986 - mmaction - INFO - Epoch [219][640/940] lr: 4.000e-04, eta: 13:42:25, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8604, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.4111 2022-02-11 05:33:51,681 - mmaction - INFO - Epoch [219][660/940] lr: 4.000e-04, eta: 13:41:56, time: 1.235, data_time: 0.072, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8615, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.4132 2022-02-11 05:34:16,788 - mmaction - INFO - Epoch [219][680/940] lr: 4.000e-04, eta: 13:41:27, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8574, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.3637 2022-02-11 05:34:41,762 - mmaction - INFO - Epoch [219][700/940] lr: 4.000e-04, eta: 13:40:58, time: 1.249, data_time: 0.068, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8623, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.3314 2022-02-11 05:35:07,121 - mmaction - INFO - Epoch [219][720/940] lr: 4.000e-04, eta: 13:40:29, time: 1.267, data_time: 0.068, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8639, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.3960 2022-02-11 05:35:32,215 - mmaction - INFO - Epoch [219][740/940] lr: 4.000e-04, eta: 13:40:00, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8582, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.3398 2022-02-11 05:35:57,556 - mmaction - INFO - Epoch [219][760/940] lr: 4.000e-04, eta: 13:39:32, time: 1.267, data_time: 0.070, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8594, loss_cls: 1.3077, loss: 1.3077, grad_norm: 4.3043 2022-02-11 05:36:22,860 - mmaction - INFO - Epoch [219][780/940] lr: 4.000e-04, eta: 13:39:03, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8576, loss_cls: 1.3329, loss: 1.3329, grad_norm: 4.3759 2022-02-11 05:36:48,080 - mmaction - INFO - Epoch [219][800/940] lr: 4.000e-04, eta: 13:38:34, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8607, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.3510 2022-02-11 05:37:13,058 - mmaction - INFO - Epoch [219][820/940] lr: 4.000e-04, eta: 13:38:05, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8555, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.3880 2022-02-11 05:37:38,067 - mmaction - INFO - Epoch [219][840/940] lr: 4.000e-04, eta: 13:37:36, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8686, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.2612 2022-02-11 05:38:03,340 - mmaction - INFO - Epoch [219][860/940] lr: 4.000e-04, eta: 13:37:07, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8650, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.4207 2022-02-11 05:38:28,512 - mmaction - INFO - Epoch [219][880/940] lr: 4.000e-04, eta: 13:36:39, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8580, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.3759 2022-02-11 05:38:53,576 - mmaction - INFO - Epoch [219][900/940] lr: 4.000e-04, eta: 13:36:10, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8539, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.2872 2022-02-11 05:39:18,803 - mmaction - INFO - Epoch [219][920/940] lr: 4.000e-04, eta: 13:35:41, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.3380 2022-02-11 05:39:42,537 - mmaction - INFO - Epoch [219][940/940] lr: 4.000e-04, eta: 13:35:12, time: 1.187, data_time: 0.061, memory: 9488, top1_acc: 0.6845, top5_acc: 0.8559, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.2953 2022-02-11 05:42:17,894 - mmaction - INFO - Epoch [220][20/940] lr: 4.000e-04, eta: 13:35:13, time: 7.620, data_time: 6.301, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8619, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.2917 2022-02-11 05:42:41,439 - mmaction - INFO - Epoch [220][40/940] lr: 4.000e-04, eta: 13:34:43, time: 1.177, data_time: 0.049, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8615, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.3629 2022-02-11 05:43:05,254 - mmaction - INFO - Epoch [220][60/940] lr: 4.000e-04, eta: 13:34:14, time: 1.191, data_time: 0.047, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8523, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.3457 2022-02-11 05:43:29,380 - mmaction - INFO - Epoch [220][80/940] lr: 4.000e-04, eta: 13:33:45, time: 1.206, data_time: 0.048, memory: 9488, top1_acc: 0.6979, top5_acc: 0.8617, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.2218 2022-02-11 05:43:53,910 - mmaction - INFO - Epoch [220][100/940] lr: 4.000e-04, eta: 13:33:16, time: 1.227, data_time: 0.052, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8654, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.2897 2022-02-11 05:44:18,419 - mmaction - INFO - Epoch [220][120/940] lr: 4.000e-04, eta: 13:32:47, time: 1.226, data_time: 0.053, memory: 9488, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2821, loss: 1.2821, grad_norm: 4.3140 2022-02-11 05:44:43,470 - mmaction - INFO - Epoch [220][140/940] lr: 4.000e-04, eta: 13:32:18, time: 1.252, data_time: 0.057, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8537, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.3778 2022-02-11 05:45:08,276 - mmaction - INFO - Epoch [220][160/940] lr: 4.000e-04, eta: 13:31:49, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8578, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.3729 2022-02-11 05:45:33,243 - mmaction - INFO - Epoch [220][180/940] lr: 4.000e-04, eta: 13:31:21, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.2902 2022-02-11 05:45:57,966 - mmaction - INFO - Epoch [220][200/940] lr: 4.000e-04, eta: 13:30:52, time: 1.237, data_time: 0.064, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8570, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.3747 2022-02-11 05:46:22,990 - mmaction - INFO - Epoch [220][220/940] lr: 4.000e-04, eta: 13:30:23, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6699, top5_acc: 0.8486, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.3932 2022-02-11 05:46:47,790 - mmaction - INFO - Epoch [220][240/940] lr: 4.000e-04, eta: 13:29:54, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8602, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.2879 2022-02-11 05:47:12,791 - mmaction - INFO - Epoch [220][260/940] lr: 4.000e-04, eta: 13:29:25, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8570, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.3550 2022-02-11 05:47:37,550 - mmaction - INFO - Epoch [220][280/940] lr: 4.000e-04, eta: 13:28:56, time: 1.239, data_time: 0.065, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8465, loss_cls: 1.3708, loss: 1.3708, grad_norm: 4.4101 2022-02-11 05:48:02,273 - mmaction - INFO - Epoch [220][300/940] lr: 4.000e-04, eta: 13:28:27, time: 1.235, data_time: 0.059, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8557, loss_cls: 1.3174, loss: 1.3174, grad_norm: 4.3571 2022-02-11 05:48:27,381 - mmaction - INFO - Epoch [220][320/940] lr: 4.000e-04, eta: 13:27:58, time: 1.256, data_time: 0.065, memory: 9488, top1_acc: 0.6691, top5_acc: 0.8502, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.4765 2022-02-11 05:48:52,594 - mmaction - INFO - Epoch [220][340/940] lr: 4.000e-04, eta: 13:27:30, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8535, loss_cls: 1.3504, loss: 1.3504, grad_norm: 4.3626 2022-02-11 05:49:17,476 - mmaction - INFO - Epoch [220][360/940] lr: 4.000e-04, eta: 13:27:01, time: 1.244, data_time: 0.074, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8553, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.4479 2022-02-11 05:49:42,706 - mmaction - INFO - Epoch [220][380/940] lr: 4.000e-04, eta: 13:26:32, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8512, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.4715 2022-02-11 05:50:07,801 - mmaction - INFO - Epoch [220][400/940] lr: 4.000e-04, eta: 13:26:03, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8572, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.3148 2022-02-11 05:50:32,927 - mmaction - INFO - Epoch [220][420/940] lr: 4.000e-04, eta: 13:25:34, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8559, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.3753 2022-02-11 05:50:58,051 - mmaction - INFO - Epoch [220][440/940] lr: 4.000e-04, eta: 13:25:05, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.4460 2022-02-11 05:51:22,844 - mmaction - INFO - Epoch [220][460/940] lr: 4.000e-04, eta: 13:24:36, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8570, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.4086 2022-02-11 05:51:47,593 - mmaction - INFO - Epoch [220][480/940] lr: 4.000e-04, eta: 13:24:08, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8625, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.3472 2022-02-11 05:52:12,595 - mmaction - INFO - Epoch [220][500/940] lr: 4.000e-04, eta: 13:23:39, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8564, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.3773 2022-02-11 05:52:37,604 - mmaction - INFO - Epoch [220][520/940] lr: 4.000e-04, eta: 13:23:10, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8629, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.3751 2022-02-11 05:53:02,953 - mmaction - INFO - Epoch [220][540/940] lr: 4.000e-04, eta: 13:22:41, time: 1.267, data_time: 0.072, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8621, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.3121 2022-02-11 05:53:27,968 - mmaction - INFO - Epoch [220][560/940] lr: 4.000e-04, eta: 13:22:12, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8543, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.3834 2022-02-11 05:53:53,190 - mmaction - INFO - Epoch [220][580/940] lr: 4.000e-04, eta: 13:21:43, time: 1.261, data_time: 0.079, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8582, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.3277 2022-02-11 05:54:18,118 - mmaction - INFO - Epoch [220][600/940] lr: 4.000e-04, eta: 13:21:15, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8504, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.3345 2022-02-11 05:54:43,079 - mmaction - INFO - Epoch [220][620/940] lr: 4.000e-04, eta: 13:20:46, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8531, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.3807 2022-02-11 05:55:07,951 - mmaction - INFO - Epoch [220][640/940] lr: 4.000e-04, eta: 13:20:17, time: 1.244, data_time: 0.076, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.3410 2022-02-11 05:55:33,083 - mmaction - INFO - Epoch [220][660/940] lr: 4.000e-04, eta: 13:19:48, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8598, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.3914 2022-02-11 05:55:58,255 - mmaction - INFO - Epoch [220][680/940] lr: 4.000e-04, eta: 13:19:19, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.3388 2022-02-11 05:56:23,386 - mmaction - INFO - Epoch [220][700/940] lr: 4.000e-04, eta: 13:18:50, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8627, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.3427 2022-02-11 05:56:48,573 - mmaction - INFO - Epoch [220][720/940] lr: 4.000e-04, eta: 13:18:22, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.3062 2022-02-11 05:57:13,733 - mmaction - INFO - Epoch [220][740/940] lr: 4.000e-04, eta: 13:17:53, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.3397 2022-02-11 05:57:38,952 - mmaction - INFO - Epoch [220][760/940] lr: 4.000e-04, eta: 13:17:24, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8574, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.3480 2022-02-11 05:58:04,237 - mmaction - INFO - Epoch [220][780/940] lr: 4.000e-04, eta: 13:16:55, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8592, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.4693 2022-02-11 05:58:29,413 - mmaction - INFO - Epoch [220][800/940] lr: 4.000e-04, eta: 13:16:26, time: 1.259, data_time: 0.077, memory: 9488, top1_acc: 0.6615, top5_acc: 0.8508, loss_cls: 1.3846, loss: 1.3846, grad_norm: 4.5476 2022-02-11 05:58:54,217 - mmaction - INFO - Epoch [220][820/940] lr: 4.000e-04, eta: 13:15:58, time: 1.240, data_time: 0.071, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8621, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.3675 2022-02-11 05:59:19,224 - mmaction - INFO - Epoch [220][840/940] lr: 4.000e-04, eta: 13:15:29, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8580, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.3946 2022-02-11 05:59:44,356 - mmaction - INFO - Epoch [220][860/940] lr: 4.000e-04, eta: 13:15:00, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8645, loss_cls: 1.2691, loss: 1.2691, grad_norm: 4.2716 2022-02-11 06:00:09,693 - mmaction - INFO - Epoch [220][880/940] lr: 4.000e-04, eta: 13:14:31, time: 1.267, data_time: 0.076, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8512, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.3634 2022-02-11 06:00:34,790 - mmaction - INFO - Epoch [220][900/940] lr: 4.000e-04, eta: 13:14:02, time: 1.255, data_time: 0.080, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8574, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.3559 2022-02-11 06:00:59,796 - mmaction - INFO - Epoch [220][920/940] lr: 4.000e-04, eta: 13:13:34, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8545, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.3313 2022-02-11 06:01:23,792 - mmaction - INFO - Epoch [220][940/940] lr: 4.000e-04, eta: 13:13:05, time: 1.200, data_time: 0.064, memory: 9488, top1_acc: 0.6759, top5_acc: 0.8488, loss_cls: 1.3880, loss: 1.3880, grad_norm: 4.3927 2022-02-11 06:01:32,117 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 06:01:32,122 - mmaction - INFO - 110 BN found 2022-02-11 06:05:54,660 - mmaction - INFO - BN stats updated 2022-02-11 06:05:56,672 - mmaction - INFO - Saving checkpoint at 220 epochs 2022-02-11 06:08:50,040 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 06:08:50,810 - mmaction - INFO - top1_acc 0.6935 top5_acc 0.8864 2022-02-11 06:08:50,811 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 06:08:50,847 - mmaction - INFO - mean_acc 0.6934 2022-02-11 06:08:50,872 - mmaction - INFO - Epoch(val) [220][78] top1_acc: 0.6935, top5_acc: 0.8864, mean_class_accuracy: 0.6934 2022-02-11 06:11:17,553 - mmaction - INFO - Epoch [221][20/940] lr: 4.000e-04, eta: 13:13:03, time: 7.332, data_time: 5.884, memory: 9488, top1_acc: 0.6992, top5_acc: 0.8689, loss_cls: 1.2753, loss: 1.2753, grad_norm: 4.3354 2022-02-11 06:11:41,005 - mmaction - INFO - Epoch [221][40/940] lr: 4.000e-04, eta: 13:12:34, time: 1.172, data_time: 0.054, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8590, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.3746 2022-02-11 06:12:04,519 - mmaction - INFO - Epoch [221][60/940] lr: 4.000e-04, eta: 13:12:05, time: 1.176, data_time: 0.044, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8590, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.3510 2022-02-11 06:12:28,076 - mmaction - INFO - Epoch [221][80/940] lr: 4.000e-04, eta: 13:11:36, time: 1.177, data_time: 0.045, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8578, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.5056 2022-02-11 06:12:52,030 - mmaction - INFO - Epoch [221][100/940] lr: 4.000e-04, eta: 13:11:06, time: 1.198, data_time: 0.050, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8586, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.3587 2022-02-11 06:13:16,145 - mmaction - INFO - Epoch [221][120/940] lr: 4.000e-04, eta: 13:10:37, time: 1.206, data_time: 0.054, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8598, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.3643 2022-02-11 06:13:40,463 - mmaction - INFO - Epoch [221][140/940] lr: 4.000e-04, eta: 13:10:08, time: 1.216, data_time: 0.057, memory: 9488, top1_acc: 0.6969, top5_acc: 0.8570, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.3769 2022-02-11 06:14:04,813 - mmaction - INFO - Epoch [221][160/940] lr: 4.000e-04, eta: 13:09:39, time: 1.218, data_time: 0.058, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8605, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.3792 2022-02-11 06:14:29,363 - mmaction - INFO - Epoch [221][180/940] lr: 4.000e-04, eta: 13:09:10, time: 1.228, data_time: 0.063, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8506, loss_cls: 1.3649, loss: 1.3649, grad_norm: 4.2941 2022-02-11 06:14:54,155 - mmaction - INFO - Epoch [221][200/940] lr: 4.000e-04, eta: 13:08:42, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8572, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.3956 2022-02-11 06:15:18,952 - mmaction - INFO - Epoch [221][220/940] lr: 4.000e-04, eta: 13:08:13, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8508, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.4134 2022-02-11 06:15:43,516 - mmaction - INFO - Epoch [221][240/940] lr: 4.000e-04, eta: 13:07:44, time: 1.228, data_time: 0.060, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8504, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.4274 2022-02-11 06:16:08,366 - mmaction - INFO - Epoch [221][260/940] lr: 4.000e-04, eta: 13:07:15, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8527, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.3416 2022-02-11 06:16:32,865 - mmaction - INFO - Epoch [221][280/940] lr: 4.000e-04, eta: 13:06:46, time: 1.225, data_time: 0.064, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8658, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.4335 2022-02-11 06:16:57,647 - mmaction - INFO - Epoch [221][300/940] lr: 4.000e-04, eta: 13:06:17, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8564, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.4038 2022-02-11 06:17:22,242 - mmaction - INFO - Epoch [221][320/940] lr: 4.000e-04, eta: 13:05:48, time: 1.230, data_time: 0.064, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8572, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.3616 2022-02-11 06:17:47,378 - mmaction - INFO - Epoch [221][340/940] lr: 4.000e-04, eta: 13:05:19, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8502, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.3412 2022-02-11 06:18:12,236 - mmaction - INFO - Epoch [221][360/940] lr: 4.000e-04, eta: 13:04:51, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8625, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.3705 2022-02-11 06:18:36,737 - mmaction - INFO - Epoch [221][380/940] lr: 4.000e-04, eta: 13:04:22, time: 1.225, data_time: 0.061, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.3118 2022-02-11 06:19:01,573 - mmaction - INFO - Epoch [221][400/940] lr: 4.000e-04, eta: 13:03:53, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8473, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.3952 2022-02-11 06:19:26,307 - mmaction - INFO - Epoch [221][420/940] lr: 4.000e-04, eta: 13:03:24, time: 1.237, data_time: 0.072, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8494, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.3743 2022-02-11 06:19:50,974 - mmaction - INFO - Epoch [221][440/940] lr: 4.000e-04, eta: 13:02:55, time: 1.233, data_time: 0.066, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8488, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.4226 2022-02-11 06:20:15,998 - mmaction - INFO - Epoch [221][460/940] lr: 4.000e-04, eta: 13:02:26, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8639, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.4072 2022-02-11 06:20:40,921 - mmaction - INFO - Epoch [221][480/940] lr: 4.000e-04, eta: 13:01:57, time: 1.246, data_time: 0.073, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8602, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.4340 2022-02-11 06:21:05,646 - mmaction - INFO - Epoch [221][500/940] lr: 4.000e-04, eta: 13:01:28, time: 1.236, data_time: 0.068, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.4533 2022-02-11 06:21:30,734 - mmaction - INFO - Epoch [221][520/940] lr: 4.000e-04, eta: 13:01:00, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8645, loss_cls: 1.2935, loss: 1.2935, grad_norm: 4.2834 2022-02-11 06:21:55,913 - mmaction - INFO - Epoch [221][540/940] lr: 4.000e-04, eta: 13:00:31, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8596, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.3597 2022-02-11 06:22:20,930 - mmaction - INFO - Epoch [221][560/940] lr: 4.000e-04, eta: 13:00:02, time: 1.251, data_time: 0.072, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8668, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.3957 2022-02-11 06:22:46,052 - mmaction - INFO - Epoch [221][580/940] lr: 4.000e-04, eta: 12:59:33, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8562, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.3347 2022-02-11 06:23:10,839 - mmaction - INFO - Epoch [221][600/940] lr: 4.000e-04, eta: 12:59:04, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8553, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.3969 2022-02-11 06:23:35,932 - mmaction - INFO - Epoch [221][620/940] lr: 4.000e-04, eta: 12:58:36, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8559, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.4116 2022-02-11 06:24:00,882 - mmaction - INFO - Epoch [221][640/940] lr: 4.000e-04, eta: 12:58:07, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8523, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.4049 2022-02-11 06:24:26,323 - mmaction - INFO - Epoch [221][660/940] lr: 4.000e-04, eta: 12:57:38, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8635, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.4255 2022-02-11 06:24:51,405 - mmaction - INFO - Epoch [221][680/940] lr: 4.000e-04, eta: 12:57:09, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6674, top5_acc: 0.8539, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.4076 2022-02-11 06:25:16,627 - mmaction - INFO - Epoch [221][700/940] lr: 4.000e-04, eta: 12:56:41, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8609, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.4294 2022-02-11 06:25:41,758 - mmaction - INFO - Epoch [221][720/940] lr: 4.000e-04, eta: 12:56:12, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8586, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.3715 2022-02-11 06:26:06,799 - mmaction - INFO - Epoch [221][740/940] lr: 4.000e-04, eta: 12:55:43, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8600, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.3716 2022-02-11 06:26:32,020 - mmaction - INFO - Epoch [221][760/940] lr: 4.000e-04, eta: 12:55:14, time: 1.261, data_time: 0.058, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8529, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.3840 2022-02-11 06:26:57,179 - mmaction - INFO - Epoch [221][780/940] lr: 4.000e-04, eta: 12:54:45, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8557, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.3896 2022-02-11 06:27:21,920 - mmaction - INFO - Epoch [221][800/940] lr: 4.000e-04, eta: 12:54:17, time: 1.237, data_time: 0.059, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8600, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.3655 2022-02-11 06:27:46,872 - mmaction - INFO - Epoch [221][820/940] lr: 4.000e-04, eta: 12:53:48, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8664, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.3534 2022-02-11 06:28:12,079 - mmaction - INFO - Epoch [221][840/940] lr: 4.000e-04, eta: 12:53:19, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8654, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.3393 2022-02-11 06:28:37,081 - mmaction - INFO - Epoch [221][860/940] lr: 4.000e-04, eta: 12:52:50, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8562, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.4016 2022-02-11 06:29:02,302 - mmaction - INFO - Epoch [221][880/940] lr: 4.000e-04, eta: 12:52:21, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8615, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.2842 2022-02-11 06:29:27,379 - mmaction - INFO - Epoch [221][900/940] lr: 4.000e-04, eta: 12:51:53, time: 1.254, data_time: 0.055, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8543, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.4373 2022-02-11 06:29:52,334 - mmaction - INFO - Epoch [221][920/940] lr: 4.000e-04, eta: 12:51:24, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8643, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.4492 2022-02-11 06:30:16,583 - mmaction - INFO - Epoch [221][940/940] lr: 4.000e-04, eta: 12:50:55, time: 1.213, data_time: 0.055, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8575, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.3931 2022-02-11 06:33:14,044 - mmaction - INFO - Epoch [222][20/940] lr: 4.000e-04, eta: 12:50:58, time: 8.596, data_time: 6.961, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8555, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.4197 2022-02-11 06:33:37,602 - mmaction - INFO - Epoch [222][40/940] lr: 4.000e-04, eta: 12:50:29, time: 1.181, data_time: 0.052, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8566, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.3624 2022-02-11 06:34:01,289 - mmaction - INFO - Epoch [222][60/940] lr: 4.000e-04, eta: 12:50:00, time: 1.184, data_time: 0.045, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8650, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.3246 2022-02-11 06:34:25,251 - mmaction - INFO - Epoch [222][80/940] lr: 4.000e-04, eta: 12:49:31, time: 1.198, data_time: 0.053, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8639, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.4123 2022-02-11 06:34:49,599 - mmaction - INFO - Epoch [222][100/940] lr: 4.000e-04, eta: 12:49:02, time: 1.217, data_time: 0.060, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8576, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.3776 2022-02-11 06:35:14,188 - mmaction - INFO - Epoch [222][120/940] lr: 4.000e-04, eta: 12:48:33, time: 1.229, data_time: 0.063, memory: 9488, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3938, loss: 1.3938, grad_norm: 4.5424 2022-02-11 06:35:38,749 - mmaction - INFO - Epoch [222][140/940] lr: 4.000e-04, eta: 12:48:04, time: 1.228, data_time: 0.060, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8676, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.3849 2022-02-11 06:36:03,690 - mmaction - INFO - Epoch [222][160/940] lr: 4.000e-04, eta: 12:47:35, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8502, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.4385 2022-02-11 06:36:28,477 - mmaction - INFO - Epoch [222][180/940] lr: 4.000e-04, eta: 12:47:06, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8564, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.3734 2022-02-11 06:36:53,276 - mmaction - INFO - Epoch [222][200/940] lr: 4.000e-04, eta: 12:46:37, time: 1.240, data_time: 0.069, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8625, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.3679 2022-02-11 06:37:17,894 - mmaction - INFO - Epoch [222][220/940] lr: 4.000e-04, eta: 12:46:09, time: 1.231, data_time: 0.062, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.4084 2022-02-11 06:37:42,502 - mmaction - INFO - Epoch [222][240/940] lr: 4.000e-04, eta: 12:45:40, time: 1.230, data_time: 0.063, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8668, loss_cls: 1.2955, loss: 1.2955, grad_norm: 4.4174 2022-02-11 06:38:07,405 - mmaction - INFO - Epoch [222][260/940] lr: 4.000e-04, eta: 12:45:11, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8578, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.4171 2022-02-11 06:38:32,198 - mmaction - INFO - Epoch [222][280/940] lr: 4.000e-04, eta: 12:44:42, time: 1.239, data_time: 0.066, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8580, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.3199 2022-02-11 06:38:57,047 - mmaction - INFO - Epoch [222][300/940] lr: 4.000e-04, eta: 12:44:13, time: 1.242, data_time: 0.059, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8506, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.3157 2022-02-11 06:39:21,858 - mmaction - INFO - Epoch [222][320/940] lr: 4.000e-04, eta: 12:43:44, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8564, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.4148 2022-02-11 06:39:46,456 - mmaction - INFO - Epoch [222][340/940] lr: 4.000e-04, eta: 12:43:15, time: 1.230, data_time: 0.066, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8564, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.4417 2022-02-11 06:40:11,324 - mmaction - INFO - Epoch [222][360/940] lr: 4.000e-04, eta: 12:42:47, time: 1.243, data_time: 0.059, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8658, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.3330 2022-02-11 06:40:36,159 - mmaction - INFO - Epoch [222][380/940] lr: 4.000e-04, eta: 12:42:18, time: 1.242, data_time: 0.068, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8551, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.3884 2022-02-11 06:41:00,894 - mmaction - INFO - Epoch [222][400/940] lr: 4.000e-04, eta: 12:41:49, time: 1.237, data_time: 0.068, memory: 9488, top1_acc: 0.6971, top5_acc: 0.8680, loss_cls: 1.2505, loss: 1.2505, grad_norm: 4.2469 2022-02-11 06:41:25,854 - mmaction - INFO - Epoch [222][420/940] lr: 4.000e-04, eta: 12:41:20, time: 1.248, data_time: 0.069, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8611, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.3362 2022-02-11 06:41:50,649 - mmaction - INFO - Epoch [222][440/940] lr: 4.000e-04, eta: 12:40:51, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8586, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.3725 2022-02-11 06:42:15,268 - mmaction - INFO - Epoch [222][460/940] lr: 4.000e-04, eta: 12:40:22, time: 1.231, data_time: 0.063, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8570, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.3879 2022-02-11 06:42:40,489 - mmaction - INFO - Epoch [222][480/940] lr: 4.000e-04, eta: 12:39:54, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8672, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.4428 2022-02-11 06:43:05,464 - mmaction - INFO - Epoch [222][500/940] lr: 4.000e-04, eta: 12:39:25, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8713, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.3571 2022-02-11 06:43:30,668 - mmaction - INFO - Epoch [222][520/940] lr: 4.000e-04, eta: 12:38:56, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8510, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.3754 2022-02-11 06:43:55,835 - mmaction - INFO - Epoch [222][540/940] lr: 4.000e-04, eta: 12:38:27, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8639, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.3007 2022-02-11 06:44:20,821 - mmaction - INFO - Epoch [222][560/940] lr: 4.000e-04, eta: 12:37:58, time: 1.249, data_time: 0.074, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8539, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.3523 2022-02-11 06:44:45,941 - mmaction - INFO - Epoch [222][580/940] lr: 4.000e-04, eta: 12:37:30, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8426, loss_cls: 1.3988, loss: 1.3988, grad_norm: 4.4548 2022-02-11 06:45:11,267 - mmaction - INFO - Epoch [222][600/940] lr: 4.000e-04, eta: 12:37:01, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8594, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.3640 2022-02-11 06:45:36,821 - mmaction - INFO - Epoch [222][620/940] lr: 4.000e-04, eta: 12:36:32, time: 1.278, data_time: 0.071, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8555, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.4473 2022-02-11 06:46:02,252 - mmaction - INFO - Epoch [222][640/940] lr: 4.000e-04, eta: 12:36:04, time: 1.271, data_time: 0.081, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8529, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.4422 2022-02-11 06:46:27,549 - mmaction - INFO - Epoch [222][660/940] lr: 4.000e-04, eta: 12:35:35, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8594, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.3041 2022-02-11 06:46:52,739 - mmaction - INFO - Epoch [222][680/940] lr: 4.000e-04, eta: 12:35:06, time: 1.259, data_time: 0.082, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8578, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.3629 2022-02-11 06:47:17,777 - mmaction - INFO - Epoch [222][700/940] lr: 4.000e-04, eta: 12:34:37, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8447, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.4778 2022-02-11 06:47:42,767 - mmaction - INFO - Epoch [222][720/940] lr: 4.000e-04, eta: 12:34:09, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8631, loss_cls: 1.2870, loss: 1.2870, grad_norm: 4.2650 2022-02-11 06:48:07,901 - mmaction - INFO - Epoch [222][740/940] lr: 4.000e-04, eta: 12:33:40, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8539, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.4327 2022-02-11 06:48:33,139 - mmaction - INFO - Epoch [222][760/940] lr: 4.000e-04, eta: 12:33:11, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8506, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.3770 2022-02-11 06:48:58,162 - mmaction - INFO - Epoch [222][780/940] lr: 4.000e-04, eta: 12:32:42, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8660, loss_cls: 1.2894, loss: 1.2894, grad_norm: 4.4064 2022-02-11 06:49:22,944 - mmaction - INFO - Epoch [222][800/940] lr: 4.000e-04, eta: 12:32:14, time: 1.238, data_time: 0.070, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8547, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.4582 2022-02-11 06:49:47,954 - mmaction - INFO - Epoch [222][820/940] lr: 4.000e-04, eta: 12:31:45, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8629, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.3416 2022-02-11 06:50:13,503 - mmaction - INFO - Epoch [222][840/940] lr: 4.000e-04, eta: 12:31:16, time: 1.277, data_time: 0.078, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8545, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.3672 2022-02-11 06:50:38,635 - mmaction - INFO - Epoch [222][860/940] lr: 4.000e-04, eta: 12:30:47, time: 1.256, data_time: 0.078, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8561, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.3087 2022-02-11 06:51:03,777 - mmaction - INFO - Epoch [222][880/940] lr: 4.000e-04, eta: 12:30:19, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8600, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.4673 2022-02-11 06:51:28,891 - mmaction - INFO - Epoch [222][900/940] lr: 4.000e-04, eta: 12:29:50, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8535, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.3316 2022-02-11 06:51:53,837 - mmaction - INFO - Epoch [222][920/940] lr: 4.000e-04, eta: 12:29:21, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8609, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.3231 2022-02-11 06:52:17,611 - mmaction - INFO - Epoch [222][940/940] lr: 4.000e-04, eta: 12:28:52, time: 1.189, data_time: 0.056, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8606, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.4321 2022-02-11 06:54:58,414 - mmaction - INFO - Epoch [223][20/940] lr: 4.000e-04, eta: 12:28:51, time: 7.923, data_time: 6.392, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8588, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.3234 2022-02-11 06:55:22,074 - mmaction - INFO - Epoch [223][40/940] lr: 4.000e-04, eta: 12:28:22, time: 1.182, data_time: 0.048, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8596, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.4280 2022-02-11 06:55:46,087 - mmaction - INFO - Epoch [223][60/940] lr: 4.000e-04, eta: 12:27:53, time: 1.201, data_time: 0.045, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8613, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.3350 2022-02-11 06:56:10,571 - mmaction - INFO - Epoch [223][80/940] lr: 4.000e-04, eta: 12:27:24, time: 1.224, data_time: 0.044, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8670, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.3540 2022-02-11 06:56:35,065 - mmaction - INFO - Epoch [223][100/940] lr: 4.000e-04, eta: 12:26:55, time: 1.225, data_time: 0.048, memory: 9488, top1_acc: 0.6658, top5_acc: 0.8500, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.4864 2022-02-11 06:56:59,663 - mmaction - INFO - Epoch [223][120/940] lr: 4.000e-04, eta: 12:26:27, time: 1.230, data_time: 0.050, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8625, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.2682 2022-02-11 06:57:24,288 - mmaction - INFO - Epoch [223][140/940] lr: 4.000e-04, eta: 12:25:58, time: 1.231, data_time: 0.055, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8596, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.3548 2022-02-11 06:57:49,195 - mmaction - INFO - Epoch [223][160/940] lr: 4.000e-04, eta: 12:25:29, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.6701, top5_acc: 0.8506, loss_cls: 1.3840, loss: 1.3840, grad_norm: 4.4701 2022-02-11 06:58:13,794 - mmaction - INFO - Epoch [223][180/940] lr: 4.000e-04, eta: 12:25:00, time: 1.229, data_time: 0.061, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8607, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.4580 2022-02-11 06:58:38,553 - mmaction - INFO - Epoch [223][200/940] lr: 4.000e-04, eta: 12:24:31, time: 1.239, data_time: 0.062, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8631, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.3529 2022-02-11 06:59:03,579 - mmaction - INFO - Epoch [223][220/940] lr: 4.000e-04, eta: 12:24:02, time: 1.250, data_time: 0.064, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8557, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.4209 2022-02-11 06:59:28,680 - mmaction - INFO - Epoch [223][240/940] lr: 4.000e-04, eta: 12:23:34, time: 1.255, data_time: 0.058, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8584, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.3976 2022-02-11 06:59:53,775 - mmaction - INFO - Epoch [223][260/940] lr: 4.000e-04, eta: 12:23:05, time: 1.255, data_time: 0.056, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8551, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.3617 2022-02-11 07:00:18,891 - mmaction - INFO - Epoch [223][280/940] lr: 4.000e-04, eta: 12:22:36, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8643, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.3150 2022-02-11 07:00:44,204 - mmaction - INFO - Epoch [223][300/940] lr: 4.000e-04, eta: 12:22:07, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8590, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.3750 2022-02-11 07:01:09,255 - mmaction - INFO - Epoch [223][320/940] lr: 4.000e-04, eta: 12:21:39, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8648, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.3047 2022-02-11 07:01:34,329 - mmaction - INFO - Epoch [223][340/940] lr: 4.000e-04, eta: 12:21:10, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8672, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.3471 2022-02-11 07:01:59,239 - mmaction - INFO - Epoch [223][360/940] lr: 4.000e-04, eta: 12:20:41, time: 1.245, data_time: 0.068, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8545, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.4741 2022-02-11 07:02:24,256 - mmaction - INFO - Epoch [223][380/940] lr: 4.000e-04, eta: 12:20:12, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8615, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.3475 2022-02-11 07:02:49,460 - mmaction - INFO - Epoch [223][400/940] lr: 4.000e-04, eta: 12:19:44, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8559, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.3657 2022-02-11 07:03:14,564 - mmaction - INFO - Epoch [223][420/940] lr: 4.000e-04, eta: 12:19:15, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8516, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.4836 2022-02-11 07:03:39,911 - mmaction - INFO - Epoch [223][440/940] lr: 4.000e-04, eta: 12:18:46, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8533, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.3741 2022-02-11 07:04:04,848 - mmaction - INFO - Epoch [223][460/940] lr: 4.000e-04, eta: 12:18:17, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8551, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.4099 2022-02-11 07:04:30,002 - mmaction - INFO - Epoch [223][480/940] lr: 4.000e-04, eta: 12:17:49, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.3729 2022-02-11 07:04:54,813 - mmaction - INFO - Epoch [223][500/940] lr: 4.000e-04, eta: 12:17:20, time: 1.241, data_time: 0.070, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8621, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.3454 2022-02-11 07:05:20,015 - mmaction - INFO - Epoch [223][520/940] lr: 4.000e-04, eta: 12:16:51, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8594, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.4081 2022-02-11 07:05:45,049 - mmaction - INFO - Epoch [223][540/940] lr: 4.000e-04, eta: 12:16:22, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8514, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.4514 2022-02-11 07:06:10,335 - mmaction - INFO - Epoch [223][560/940] lr: 4.000e-04, eta: 12:15:54, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8525, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.3721 2022-02-11 07:06:35,459 - mmaction - INFO - Epoch [223][580/940] lr: 4.000e-04, eta: 12:15:25, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8521, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.3107 2022-02-11 07:07:00,756 - mmaction - INFO - Epoch [223][600/940] lr: 4.000e-04, eta: 12:14:56, time: 1.266, data_time: 0.063, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8521, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.5053 2022-02-11 07:07:25,744 - mmaction - INFO - Epoch [223][620/940] lr: 4.000e-04, eta: 12:14:27, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8566, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.3960 2022-02-11 07:07:50,835 - mmaction - INFO - Epoch [223][640/940] lr: 4.000e-04, eta: 12:13:59, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8592, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.3198 2022-02-11 07:08:15,862 - mmaction - INFO - Epoch [223][660/940] lr: 4.000e-04, eta: 12:13:30, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8670, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.3721 2022-02-11 07:08:40,882 - mmaction - INFO - Epoch [223][680/940] lr: 4.000e-04, eta: 12:13:01, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8574, loss_cls: 1.3014, loss: 1.3014, grad_norm: 4.3246 2022-02-11 07:09:05,849 - mmaction - INFO - Epoch [223][700/940] lr: 4.000e-04, eta: 12:12:32, time: 1.248, data_time: 0.066, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8588, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.4393 2022-02-11 07:09:30,907 - mmaction - INFO - Epoch [223][720/940] lr: 4.000e-04, eta: 12:12:04, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8604, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.3842 2022-02-11 07:09:56,172 - mmaction - INFO - Epoch [223][740/940] lr: 4.000e-04, eta: 12:11:35, time: 1.263, data_time: 0.080, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8650, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.3925 2022-02-11 07:10:21,239 - mmaction - INFO - Epoch [223][760/940] lr: 4.000e-04, eta: 12:11:06, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6697, top5_acc: 0.8467, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.4542 2022-02-11 07:10:46,006 - mmaction - INFO - Epoch [223][780/940] lr: 4.000e-04, eta: 12:10:37, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8510, loss_cls: 1.3704, loss: 1.3704, grad_norm: 4.4116 2022-02-11 07:11:11,335 - mmaction - INFO - Epoch [223][800/940] lr: 4.000e-04, eta: 12:10:09, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8541, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.4756 2022-02-11 07:11:36,375 - mmaction - INFO - Epoch [223][820/940] lr: 4.000e-04, eta: 12:09:40, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8582, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.4051 2022-02-11 07:12:01,313 - mmaction - INFO - Epoch [223][840/940] lr: 4.000e-04, eta: 12:09:11, time: 1.247, data_time: 0.061, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8568, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.4124 2022-02-11 07:12:26,179 - mmaction - INFO - Epoch [223][860/940] lr: 4.000e-04, eta: 12:08:42, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.3733 2022-02-11 07:12:50,911 - mmaction - INFO - Epoch [223][880/940] lr: 4.000e-04, eta: 12:08:14, time: 1.236, data_time: 0.057, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8455, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.4622 2022-02-11 07:13:15,974 - mmaction - INFO - Epoch [223][900/940] lr: 4.000e-04, eta: 12:07:45, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.4354 2022-02-11 07:13:41,427 - mmaction - INFO - Epoch [223][920/940] lr: 4.000e-04, eta: 12:07:16, time: 1.273, data_time: 0.073, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8592, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.3144 2022-02-11 07:14:05,081 - mmaction - INFO - Epoch [223][940/940] lr: 4.000e-04, eta: 12:06:47, time: 1.183, data_time: 0.059, memory: 9488, top1_acc: 0.6938, top5_acc: 0.8661, loss_cls: 1.2804, loss: 1.2804, grad_norm: 4.3561 2022-02-11 07:16:46,801 - mmaction - INFO - Epoch [224][20/940] lr: 4.000e-04, eta: 12:06:45, time: 7.918, data_time: 6.372, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8578, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.3733 2022-02-11 07:17:10,343 - mmaction - INFO - Epoch [224][40/940] lr: 4.000e-04, eta: 12:06:16, time: 1.177, data_time: 0.049, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8615, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.3772 2022-02-11 07:17:34,070 - mmaction - INFO - Epoch [224][60/940] lr: 4.000e-04, eta: 12:05:47, time: 1.187, data_time: 0.042, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8514, loss_cls: 1.3673, loss: 1.3673, grad_norm: 4.4120 2022-02-11 07:17:57,951 - mmaction - INFO - Epoch [224][80/940] lr: 4.000e-04, eta: 12:05:18, time: 1.193, data_time: 0.043, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8572, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.3384 2022-02-11 07:18:22,594 - mmaction - INFO - Epoch [224][100/940] lr: 4.000e-04, eta: 12:04:49, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.4000 2022-02-11 07:18:47,156 - mmaction - INFO - Epoch [224][120/940] lr: 4.000e-04, eta: 12:04:21, time: 1.229, data_time: 0.050, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8652, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.3738 2022-02-11 07:19:11,755 - mmaction - INFO - Epoch [224][140/940] lr: 4.000e-04, eta: 12:03:52, time: 1.229, data_time: 0.051, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8527, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.4153 2022-02-11 07:19:36,570 - mmaction - INFO - Epoch [224][160/940] lr: 4.000e-04, eta: 12:03:23, time: 1.241, data_time: 0.055, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8576, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.3270 2022-02-11 07:20:01,409 - mmaction - INFO - Epoch [224][180/940] lr: 4.000e-04, eta: 12:02:54, time: 1.242, data_time: 0.049, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8541, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.4295 2022-02-11 07:20:26,539 - mmaction - INFO - Epoch [224][200/940] lr: 4.000e-04, eta: 12:02:25, time: 1.257, data_time: 0.056, memory: 9488, top1_acc: 0.6959, top5_acc: 0.8609, loss_cls: 1.2864, loss: 1.2864, grad_norm: 4.2850 2022-02-11 07:20:51,249 - mmaction - INFO - Epoch [224][220/940] lr: 4.000e-04, eta: 12:01:57, time: 1.235, data_time: 0.052, memory: 9488, top1_acc: 0.6670, top5_acc: 0.8564, loss_cls: 1.3630, loss: 1.3630, grad_norm: 4.3878 2022-02-11 07:21:16,200 - mmaction - INFO - Epoch [224][240/940] lr: 4.000e-04, eta: 12:01:28, time: 1.247, data_time: 0.058, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8637, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.3953 2022-02-11 07:21:41,261 - mmaction - INFO - Epoch [224][260/940] lr: 4.000e-04, eta: 12:00:59, time: 1.253, data_time: 0.046, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8590, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.4078 2022-02-11 07:22:06,399 - mmaction - INFO - Epoch [224][280/940] lr: 4.000e-04, eta: 12:00:30, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8627, loss_cls: 1.2955, loss: 1.2955, grad_norm: 4.3678 2022-02-11 07:22:31,176 - mmaction - INFO - Epoch [224][300/940] lr: 4.000e-04, eta: 12:00:02, time: 1.239, data_time: 0.056, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8594, loss_cls: 1.3135, loss: 1.3135, grad_norm: 4.3649 2022-02-11 07:22:55,975 - mmaction - INFO - Epoch [224][320/940] lr: 4.000e-04, eta: 11:59:33, time: 1.240, data_time: 0.052, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8596, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.4031 2022-02-11 07:23:20,750 - mmaction - INFO - Epoch [224][340/940] lr: 4.000e-04, eta: 11:59:04, time: 1.239, data_time: 0.050, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8660, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.3759 2022-02-11 07:23:45,997 - mmaction - INFO - Epoch [224][360/940] lr: 4.000e-04, eta: 11:58:35, time: 1.262, data_time: 0.056, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8637, loss_cls: 1.2874, loss: 1.2874, grad_norm: 4.3412 2022-02-11 07:24:11,098 - mmaction - INFO - Epoch [224][380/940] lr: 4.000e-04, eta: 11:58:07, time: 1.255, data_time: 0.055, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8596, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.3880 2022-02-11 07:24:36,256 - mmaction - INFO - Epoch [224][400/940] lr: 4.000e-04, eta: 11:57:38, time: 1.258, data_time: 0.060, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8578, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.4891 2022-02-11 07:25:01,331 - mmaction - INFO - Epoch [224][420/940] lr: 4.000e-04, eta: 11:57:09, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8564, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.3931 2022-02-11 07:25:26,258 - mmaction - INFO - Epoch [224][440/940] lr: 4.000e-04, eta: 11:56:40, time: 1.246, data_time: 0.057, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8619, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.4124 2022-02-11 07:25:51,489 - mmaction - INFO - Epoch [224][460/940] lr: 4.000e-04, eta: 11:56:12, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8570, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.4355 2022-02-11 07:26:16,304 - mmaction - INFO - Epoch [224][480/940] lr: 4.000e-04, eta: 11:55:43, time: 1.241, data_time: 0.062, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8611, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.4558 2022-02-11 07:26:41,638 - mmaction - INFO - Epoch [224][500/940] lr: 4.000e-04, eta: 11:55:14, time: 1.267, data_time: 0.062, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8629, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.4094 2022-02-11 07:27:06,611 - mmaction - INFO - Epoch [224][520/940] lr: 4.000e-04, eta: 11:54:45, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8590, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.4161 2022-02-11 07:27:31,642 - mmaction - INFO - Epoch [224][540/940] lr: 4.000e-04, eta: 11:54:17, time: 1.251, data_time: 0.061, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8566, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.3768 2022-02-11 07:27:56,412 - mmaction - INFO - Epoch [224][560/940] lr: 4.000e-04, eta: 11:53:48, time: 1.238, data_time: 0.064, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8471, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.4448 2022-02-11 07:28:20,995 - mmaction - INFO - Epoch [224][580/940] lr: 4.000e-04, eta: 11:53:19, time: 1.229, data_time: 0.052, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8629, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.3727 2022-02-11 07:28:46,192 - mmaction - INFO - Epoch [224][600/940] lr: 4.000e-04, eta: 11:52:50, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8566, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.3933 2022-02-11 07:29:11,540 - mmaction - INFO - Epoch [224][620/940] lr: 4.000e-04, eta: 11:52:22, time: 1.268, data_time: 0.061, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8590, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.4320 2022-02-11 07:29:37,163 - mmaction - INFO - Epoch [224][640/940] lr: 4.000e-04, eta: 11:51:53, time: 1.281, data_time: 0.093, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8553, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.4790 2022-02-11 07:30:02,368 - mmaction - INFO - Epoch [224][660/940] lr: 4.000e-04, eta: 11:51:24, time: 1.261, data_time: 0.055, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8625, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.3457 2022-02-11 07:30:27,398 - mmaction - INFO - Epoch [224][680/940] lr: 4.000e-04, eta: 11:50:56, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8559, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.3963 2022-02-11 07:30:52,549 - mmaction - INFO - Epoch [224][700/940] lr: 4.000e-04, eta: 11:50:27, time: 1.257, data_time: 0.058, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8520, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.4599 2022-02-11 07:31:17,746 - mmaction - INFO - Epoch [224][720/940] lr: 4.000e-04, eta: 11:49:58, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8637, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.3300 2022-02-11 07:31:42,940 - mmaction - INFO - Epoch [224][740/940] lr: 4.000e-04, eta: 11:49:30, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8672, loss_cls: 1.2986, loss: 1.2986, grad_norm: 4.3371 2022-02-11 07:32:07,916 - mmaction - INFO - Epoch [224][760/940] lr: 4.000e-04, eta: 11:49:01, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8580, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.3790 2022-02-11 07:32:32,906 - mmaction - INFO - Epoch [224][780/940] lr: 4.000e-04, eta: 11:48:32, time: 1.250, data_time: 0.058, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8549, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.4299 2022-02-11 07:32:57,873 - mmaction - INFO - Epoch [224][800/940] lr: 4.000e-04, eta: 11:48:03, time: 1.248, data_time: 0.053, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8576, loss_cls: 1.3397, loss: 1.3397, grad_norm: 4.4093 2022-02-11 07:33:23,286 - mmaction - INFO - Epoch [224][820/940] lr: 4.000e-04, eta: 11:47:35, time: 1.271, data_time: 0.064, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8633, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.4485 2022-02-11 07:33:48,523 - mmaction - INFO - Epoch [224][840/940] lr: 4.000e-04, eta: 11:47:06, time: 1.261, data_time: 0.062, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8613, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.3195 2022-02-11 07:34:13,627 - mmaction - INFO - Epoch [224][860/940] lr: 4.000e-04, eta: 11:46:37, time: 1.256, data_time: 0.058, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8535, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.4642 2022-02-11 07:34:38,887 - mmaction - INFO - Epoch [224][880/940] lr: 4.000e-04, eta: 11:46:09, time: 1.262, data_time: 0.054, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8543, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.4966 2022-02-11 07:35:03,768 - mmaction - INFO - Epoch [224][900/940] lr: 4.000e-04, eta: 11:45:40, time: 1.244, data_time: 0.053, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8590, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.4113 2022-02-11 07:35:28,797 - mmaction - INFO - Epoch [224][920/940] lr: 4.000e-04, eta: 11:45:11, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8588, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.4157 2022-02-11 07:35:52,592 - mmaction - INFO - Epoch [224][940/940] lr: 4.000e-04, eta: 11:44:42, time: 1.190, data_time: 0.052, memory: 9488, top1_acc: 0.6790, top5_acc: 0.8517, loss_cls: 1.3663, loss: 1.3663, grad_norm: 4.4385 2022-02-11 07:38:38,751 - mmaction - INFO - Epoch [225][20/940] lr: 4.000e-04, eta: 11:44:40, time: 8.068, data_time: 6.449, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8615, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.3365 2022-02-11 07:39:02,505 - mmaction - INFO - Epoch [225][40/940] lr: 4.000e-04, eta: 11:44:11, time: 1.187, data_time: 0.048, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8469, loss_cls: 1.3764, loss: 1.3764, grad_norm: 4.3754 2022-02-11 07:39:26,509 - mmaction - INFO - Epoch [225][60/940] lr: 4.000e-04, eta: 11:43:42, time: 1.201, data_time: 0.042, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8467, loss_cls: 1.3748, loss: 1.3748, grad_norm: 4.4171 2022-02-11 07:39:50,942 - mmaction - INFO - Epoch [225][80/940] lr: 4.000e-04, eta: 11:43:13, time: 1.222, data_time: 0.045, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8598, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.3506 2022-02-11 07:40:15,620 - mmaction - INFO - Epoch [225][100/940] lr: 4.000e-04, eta: 11:42:45, time: 1.233, data_time: 0.050, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8588, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.3821 2022-02-11 07:40:40,347 - mmaction - INFO - Epoch [225][120/940] lr: 4.000e-04, eta: 11:42:16, time: 1.237, data_time: 0.062, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8578, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.3480 2022-02-11 07:41:04,940 - mmaction - INFO - Epoch [225][140/940] lr: 4.000e-04, eta: 11:41:47, time: 1.229, data_time: 0.053, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8582, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.3993 2022-02-11 07:41:29,957 - mmaction - INFO - Epoch [225][160/940] lr: 4.000e-04, eta: 11:41:18, time: 1.251, data_time: 0.049, memory: 9488, top1_acc: 0.6684, top5_acc: 0.8518, loss_cls: 1.3816, loss: 1.3816, grad_norm: 4.4817 2022-02-11 07:41:54,864 - mmaction - INFO - Epoch [225][180/940] lr: 4.000e-04, eta: 11:40:50, time: 1.246, data_time: 0.056, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8594, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.3046 2022-02-11 07:42:19,783 - mmaction - INFO - Epoch [225][200/940] lr: 4.000e-04, eta: 11:40:21, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.3759 2022-02-11 07:42:44,809 - mmaction - INFO - Epoch [225][220/940] lr: 4.000e-04, eta: 11:39:52, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8633, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.2992 2022-02-11 07:43:09,630 - mmaction - INFO - Epoch [225][240/940] lr: 4.000e-04, eta: 11:39:23, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.3592 2022-02-11 07:43:34,660 - mmaction - INFO - Epoch [225][260/940] lr: 4.000e-04, eta: 11:38:55, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8621, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.4389 2022-02-11 07:43:59,887 - mmaction - INFO - Epoch [225][280/940] lr: 4.000e-04, eta: 11:38:26, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8611, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.3234 2022-02-11 07:44:24,834 - mmaction - INFO - Epoch [225][300/940] lr: 4.000e-04, eta: 11:37:57, time: 1.248, data_time: 0.062, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8709, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.3744 2022-02-11 07:44:49,972 - mmaction - INFO - Epoch [225][320/940] lr: 4.000e-04, eta: 11:37:28, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8584, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.3437 2022-02-11 07:45:15,034 - mmaction - INFO - Epoch [225][340/940] lr: 4.000e-04, eta: 11:37:00, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8547, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.4207 2022-02-11 07:45:40,268 - mmaction - INFO - Epoch [225][360/940] lr: 4.000e-04, eta: 11:36:31, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.6682, top5_acc: 0.8506, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.5049 2022-02-11 07:46:05,739 - mmaction - INFO - Epoch [225][380/940] lr: 4.000e-04, eta: 11:36:02, time: 1.274, data_time: 0.065, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8508, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.3779 2022-02-11 07:46:30,956 - mmaction - INFO - Epoch [225][400/940] lr: 4.000e-04, eta: 11:35:34, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.3081, loss: 1.3081, grad_norm: 4.4044 2022-02-11 07:46:56,163 - mmaction - INFO - Epoch [225][420/940] lr: 4.000e-04, eta: 11:35:05, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8600, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.5086 2022-02-11 07:47:20,986 - mmaction - INFO - Epoch [225][440/940] lr: 4.000e-04, eta: 11:34:36, time: 1.241, data_time: 0.063, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8646, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.4064 2022-02-11 07:47:46,031 - mmaction - INFO - Epoch [225][460/940] lr: 4.000e-04, eta: 11:34:08, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8586, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.4044 2022-02-11 07:48:11,380 - mmaction - INFO - Epoch [225][480/940] lr: 4.000e-04, eta: 11:33:39, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8486, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.4676 2022-02-11 07:48:36,491 - mmaction - INFO - Epoch [225][500/940] lr: 4.000e-04, eta: 11:33:10, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8572, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.4557 2022-02-11 07:49:01,816 - mmaction - INFO - Epoch [225][520/940] lr: 4.000e-04, eta: 11:32:42, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8584, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.4273 2022-02-11 07:49:28,160 - mmaction - INFO - Epoch [225][540/940] lr: 4.000e-04, eta: 11:32:13, time: 1.317, data_time: 0.148, memory: 9488, top1_acc: 0.6965, top5_acc: 0.8680, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.2987 2022-02-11 07:49:53,563 - mmaction - INFO - Epoch [225][560/940] lr: 4.000e-04, eta: 11:31:45, time: 1.271, data_time: 0.069, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8584, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.3768 2022-02-11 07:50:18,512 - mmaction - INFO - Epoch [225][580/940] lr: 4.000e-04, eta: 11:31:16, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8566, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.4808 2022-02-11 07:50:43,773 - mmaction - INFO - Epoch [225][600/940] lr: 4.000e-04, eta: 11:30:47, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8500, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.4516 2022-02-11 07:51:08,993 - mmaction - INFO - Epoch [225][620/940] lr: 4.000e-04, eta: 11:30:18, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8600, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.3909 2022-02-11 07:51:34,275 - mmaction - INFO - Epoch [225][640/940] lr: 4.000e-04, eta: 11:29:50, time: 1.264, data_time: 0.059, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8543, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.3969 2022-02-11 07:51:59,283 - mmaction - INFO - Epoch [225][660/940] lr: 4.000e-04, eta: 11:29:21, time: 1.251, data_time: 0.062, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8582, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.4812 2022-02-11 07:52:24,528 - mmaction - INFO - Epoch [225][680/940] lr: 4.000e-04, eta: 11:28:52, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8635, loss_cls: 1.2708, loss: 1.2708, grad_norm: 4.3622 2022-02-11 07:52:49,675 - mmaction - INFO - Epoch [225][700/940] lr: 4.000e-04, eta: 11:28:24, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8562, loss_cls: 1.3555, loss: 1.3555, grad_norm: 4.4401 2022-02-11 07:53:14,526 - mmaction - INFO - Epoch [225][720/940] lr: 4.000e-04, eta: 11:27:55, time: 1.243, data_time: 0.060, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.3970 2022-02-11 07:53:39,986 - mmaction - INFO - Epoch [225][740/940] lr: 4.000e-04, eta: 11:27:26, time: 1.273, data_time: 0.059, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8543, loss_cls: 1.3368, loss: 1.3368, grad_norm: 4.3476 2022-02-11 07:54:05,208 - mmaction - INFO - Epoch [225][760/940] lr: 4.000e-04, eta: 11:26:58, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8676, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.4069 2022-02-11 07:54:30,165 - mmaction - INFO - Epoch [225][780/940] lr: 4.000e-04, eta: 11:26:29, time: 1.248, data_time: 0.074, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8623, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.3891 2022-02-11 07:54:55,464 - mmaction - INFO - Epoch [225][800/940] lr: 4.000e-04, eta: 11:26:00, time: 1.266, data_time: 0.058, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8670, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.4072 2022-02-11 07:55:20,258 - mmaction - INFO - Epoch [225][820/940] lr: 4.000e-04, eta: 11:25:32, time: 1.240, data_time: 0.060, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8613, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.4986 2022-02-11 07:55:45,355 - mmaction - INFO - Epoch [225][840/940] lr: 4.000e-04, eta: 11:25:03, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8498, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.5132 2022-02-11 07:56:10,440 - mmaction - INFO - Epoch [225][860/940] lr: 4.000e-04, eta: 11:24:34, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8514, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.3877 2022-02-11 07:56:35,618 - mmaction - INFO - Epoch [225][880/940] lr: 4.000e-04, eta: 11:24:06, time: 1.259, data_time: 0.082, memory: 9488, top1_acc: 0.6682, top5_acc: 0.8482, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.5172 2022-02-11 07:57:00,528 - mmaction - INFO - Epoch [225][900/940] lr: 4.000e-04, eta: 11:23:37, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.6713, top5_acc: 0.8568, loss_cls: 1.3621, loss: 1.3621, grad_norm: 4.5206 2022-02-11 07:57:25,651 - mmaction - INFO - Epoch [225][920/940] lr: 4.000e-04, eta: 11:23:08, time: 1.256, data_time: 0.069, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8619, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.2775 2022-02-11 07:57:49,477 - mmaction - INFO - Epoch [225][940/940] lr: 4.000e-04, eta: 11:22:39, time: 1.192, data_time: 0.058, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8580, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.5071 2022-02-11 07:57:57,168 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 07:57:57,185 - mmaction - INFO - 110 BN found 2022-02-11 08:02:21,696 - mmaction - INFO - BN stats updated 2022-02-11 08:02:23,700 - mmaction - INFO - Saving checkpoint at 225 epochs 2022-02-11 08:05:14,566 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 08:05:15,592 - mmaction - INFO - top1_acc 0.6937 top5_acc 0.8856 2022-02-11 08:05:15,637 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 08:05:15,685 - mmaction - INFO - mean_acc 0.6936 2022-02-11 08:05:15,694 - mmaction - INFO - Epoch(val) [225][78] top1_acc: 0.6937, top5_acc: 0.8856, mean_class_accuracy: 0.6936 2022-02-11 08:07:38,305 - mmaction - INFO - Epoch [226][20/940] lr: 4.000e-04, eta: 11:22:33, time: 7.128, data_time: 5.867, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8539, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.4482 2022-02-11 08:08:01,881 - mmaction - INFO - Epoch [226][40/940] lr: 4.000e-04, eta: 11:22:04, time: 1.179, data_time: 0.052, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8650, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.3460 2022-02-11 08:08:25,567 - mmaction - INFO - Epoch [226][60/940] lr: 4.000e-04, eta: 11:21:35, time: 1.185, data_time: 0.043, memory: 9488, top1_acc: 0.6953, top5_acc: 0.8660, loss_cls: 1.2646, loss: 1.2646, grad_norm: 4.2986 2022-02-11 08:08:49,452 - mmaction - INFO - Epoch [226][80/940] lr: 4.000e-04, eta: 11:21:06, time: 1.194, data_time: 0.046, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8607, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.4804 2022-02-11 08:09:13,566 - mmaction - INFO - Epoch [226][100/940] lr: 4.000e-04, eta: 11:20:37, time: 1.205, data_time: 0.051, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8578, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.4527 2022-02-11 08:09:38,114 - mmaction - INFO - Epoch [226][120/940] lr: 4.000e-04, eta: 11:20:08, time: 1.227, data_time: 0.057, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8588, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.3954 2022-02-11 08:10:02,863 - mmaction - INFO - Epoch [226][140/940] lr: 4.000e-04, eta: 11:19:39, time: 1.237, data_time: 0.063, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8562, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.3928 2022-02-11 08:10:27,542 - mmaction - INFO - Epoch [226][160/940] lr: 4.000e-04, eta: 11:19:11, time: 1.234, data_time: 0.055, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8488, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.3699 2022-02-11 08:10:52,461 - mmaction - INFO - Epoch [226][180/940] lr: 4.000e-04, eta: 11:18:42, time: 1.246, data_time: 0.059, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8611, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.4830 2022-02-11 08:11:17,239 - mmaction - INFO - Epoch [226][200/940] lr: 4.000e-04, eta: 11:18:13, time: 1.239, data_time: 0.061, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8574, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.4279 2022-02-11 08:11:42,293 - mmaction - INFO - Epoch [226][220/940] lr: 4.000e-04, eta: 11:17:44, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8605, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.4177 2022-02-11 08:12:07,463 - mmaction - INFO - Epoch [226][240/940] lr: 4.000e-04, eta: 11:17:16, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8574, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.3953 2022-02-11 08:12:32,626 - mmaction - INFO - Epoch [226][260/940] lr: 4.000e-04, eta: 11:16:47, time: 1.257, data_time: 0.056, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8523, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.4578 2022-02-11 08:12:57,672 - mmaction - INFO - Epoch [226][280/940] lr: 4.000e-04, eta: 11:16:18, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8574, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.4146 2022-02-11 08:13:22,469 - mmaction - INFO - Epoch [226][300/940] lr: 4.000e-04, eta: 11:15:50, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8588, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.3789 2022-02-11 08:13:47,579 - mmaction - INFO - Epoch [226][320/940] lr: 4.000e-04, eta: 11:15:21, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8525, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.4202 2022-02-11 08:14:12,621 - mmaction - INFO - Epoch [226][340/940] lr: 4.000e-04, eta: 11:14:52, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8574, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.4603 2022-02-11 08:14:37,829 - mmaction - INFO - Epoch [226][360/940] lr: 4.000e-04, eta: 11:14:24, time: 1.261, data_time: 0.060, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8566, loss_cls: 1.3253, loss: 1.3253, grad_norm: 4.4855 2022-02-11 08:15:02,868 - mmaction - INFO - Epoch [226][380/940] lr: 4.000e-04, eta: 11:13:55, time: 1.251, data_time: 0.061, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8631, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.4009 2022-02-11 08:15:28,146 - mmaction - INFO - Epoch [226][400/940] lr: 4.000e-04, eta: 11:13:26, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8648, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.4568 2022-02-11 08:15:53,374 - mmaction - INFO - Epoch [226][420/940] lr: 4.000e-04, eta: 11:12:58, time: 1.261, data_time: 0.077, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8557, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.3802 2022-02-11 08:16:18,605 - mmaction - INFO - Epoch [226][440/940] lr: 4.000e-04, eta: 11:12:29, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8545, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.4553 2022-02-11 08:16:43,861 - mmaction - INFO - Epoch [226][460/940] lr: 4.000e-04, eta: 11:12:00, time: 1.264, data_time: 0.081, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8598, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.4274 2022-02-11 08:17:09,098 - mmaction - INFO - Epoch [226][480/940] lr: 4.000e-04, eta: 11:11:32, time: 1.261, data_time: 0.065, memory: 9488, top1_acc: 0.6959, top5_acc: 0.8633, loss_cls: 1.2697, loss: 1.2697, grad_norm: 4.3066 2022-02-11 08:17:34,509 - mmaction - INFO - Epoch [226][500/940] lr: 4.000e-04, eta: 11:11:03, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8539, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.4067 2022-02-11 08:17:59,789 - mmaction - INFO - Epoch [226][520/940] lr: 4.000e-04, eta: 11:10:34, time: 1.264, data_time: 0.059, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.3586 2022-02-11 08:18:24,933 - mmaction - INFO - Epoch [226][540/940] lr: 4.000e-04, eta: 11:10:06, time: 1.257, data_time: 0.065, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8475, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.5183 2022-02-11 08:18:50,110 - mmaction - INFO - Epoch [226][560/940] lr: 4.000e-04, eta: 11:09:37, time: 1.259, data_time: 0.060, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8623, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.4498 2022-02-11 08:19:15,479 - mmaction - INFO - Epoch [226][580/940] lr: 4.000e-04, eta: 11:09:08, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8604, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.3723 2022-02-11 08:19:40,745 - mmaction - INFO - Epoch [226][600/940] lr: 4.000e-04, eta: 11:08:40, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8543, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.4406 2022-02-11 08:20:05,995 - mmaction - INFO - Epoch [226][620/940] lr: 4.000e-04, eta: 11:08:11, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8518, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.4690 2022-02-11 08:20:31,274 - mmaction - INFO - Epoch [226][640/940] lr: 4.000e-04, eta: 11:07:43, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8592, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.4716 2022-02-11 08:20:56,452 - mmaction - INFO - Epoch [226][660/940] lr: 4.000e-04, eta: 11:07:14, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8547, loss_cls: 1.3166, loss: 1.3166, grad_norm: 4.3938 2022-02-11 08:21:21,688 - mmaction - INFO - Epoch [226][680/940] lr: 4.000e-04, eta: 11:06:45, time: 1.262, data_time: 0.063, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8551, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.4597 2022-02-11 08:21:46,762 - mmaction - INFO - Epoch [226][700/940] lr: 4.000e-04, eta: 11:06:17, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8580, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.4507 2022-02-11 08:22:11,825 - mmaction - INFO - Epoch [226][720/940] lr: 4.000e-04, eta: 11:05:48, time: 1.253, data_time: 0.058, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8605, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.3996 2022-02-11 08:22:36,812 - mmaction - INFO - Epoch [226][740/940] lr: 4.000e-04, eta: 11:05:19, time: 1.250, data_time: 0.061, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8641, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.3817 2022-02-11 08:23:02,282 - mmaction - INFO - Epoch [226][760/940] lr: 4.000e-04, eta: 11:04:51, time: 1.273, data_time: 0.064, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8652, loss_cls: 1.2870, loss: 1.2870, grad_norm: 4.3492 2022-02-11 08:23:27,495 - mmaction - INFO - Epoch [226][780/940] lr: 4.000e-04, eta: 11:04:22, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8594, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.3829 2022-02-11 08:23:52,786 - mmaction - INFO - Epoch [226][800/940] lr: 4.000e-04, eta: 11:03:53, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8598, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.4589 2022-02-11 08:24:17,443 - mmaction - INFO - Epoch [226][820/940] lr: 4.000e-04, eta: 11:03:25, time: 1.233, data_time: 0.062, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8670, loss_cls: 1.2943, loss: 1.2943, grad_norm: 4.4378 2022-02-11 08:24:42,892 - mmaction - INFO - Epoch [226][840/940] lr: 4.000e-04, eta: 11:02:56, time: 1.272, data_time: 0.068, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8596, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.4246 2022-02-11 08:25:08,273 - mmaction - INFO - Epoch [226][860/940] lr: 4.000e-04, eta: 11:02:27, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8531, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.4707 2022-02-11 08:25:33,634 - mmaction - INFO - Epoch [226][880/940] lr: 4.000e-04, eta: 11:01:59, time: 1.268, data_time: 0.065, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8605, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.5580 2022-02-11 08:25:58,959 - mmaction - INFO - Epoch [226][900/940] lr: 4.000e-04, eta: 11:01:30, time: 1.266, data_time: 0.068, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8639, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.4400 2022-02-11 08:26:23,911 - mmaction - INFO - Epoch [226][920/940] lr: 4.000e-04, eta: 11:01:02, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8574, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.4564 2022-02-11 08:26:47,794 - mmaction - INFO - Epoch [226][940/940] lr: 4.000e-04, eta: 11:00:33, time: 1.194, data_time: 0.059, memory: 9488, top1_acc: 0.6684, top5_acc: 0.8545, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.4856 2022-02-11 08:29:28,700 - mmaction - INFO - Epoch [227][20/940] lr: 4.000e-04, eta: 11:00:28, time: 7.822, data_time: 6.156, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8613, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.3891 2022-02-11 08:29:52,496 - mmaction - INFO - Epoch [227][40/940] lr: 4.000e-04, eta: 10:59:59, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8514, loss_cls: 1.3774, loss: 1.3774, grad_norm: 4.4466 2022-02-11 08:30:16,176 - mmaction - INFO - Epoch [227][60/940] lr: 4.000e-04, eta: 10:59:30, time: 1.184, data_time: 0.043, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8596, loss_cls: 1.3191, loss: 1.3191, grad_norm: 4.4375 2022-02-11 08:30:40,398 - mmaction - INFO - Epoch [227][80/940] lr: 4.000e-04, eta: 10:59:01, time: 1.211, data_time: 0.051, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8682, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.4324 2022-02-11 08:31:04,925 - mmaction - INFO - Epoch [227][100/940] lr: 4.000e-04, eta: 10:58:32, time: 1.226, data_time: 0.052, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8641, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.3954 2022-02-11 08:31:29,526 - mmaction - INFO - Epoch [227][120/940] lr: 4.000e-04, eta: 10:58:04, time: 1.231, data_time: 0.058, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8613, loss_cls: 1.3016, loss: 1.3016, grad_norm: 4.4429 2022-02-11 08:31:54,523 - mmaction - INFO - Epoch [227][140/940] lr: 4.000e-04, eta: 10:57:35, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8625, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.4365 2022-02-11 08:32:19,524 - mmaction - INFO - Epoch [227][160/940] lr: 4.000e-04, eta: 10:57:06, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8621, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.3621 2022-02-11 08:32:44,695 - mmaction - INFO - Epoch [227][180/940] lr: 4.000e-04, eta: 10:56:38, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8570, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.3815 2022-02-11 08:33:09,954 - mmaction - INFO - Epoch [227][200/940] lr: 4.000e-04, eta: 10:56:09, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8586, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.4304 2022-02-11 08:33:34,994 - mmaction - INFO - Epoch [227][220/940] lr: 4.000e-04, eta: 10:55:40, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.4604 2022-02-11 08:34:00,162 - mmaction - INFO - Epoch [227][240/940] lr: 4.000e-04, eta: 10:55:12, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8523, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.5105 2022-02-11 08:34:25,409 - mmaction - INFO - Epoch [227][260/940] lr: 4.000e-04, eta: 10:54:43, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8539, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.3659 2022-02-11 08:34:50,898 - mmaction - INFO - Epoch [227][280/940] lr: 4.000e-04, eta: 10:54:14, time: 1.275, data_time: 0.081, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8498, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.4872 2022-02-11 08:35:16,353 - mmaction - INFO - Epoch [227][300/940] lr: 4.000e-04, eta: 10:53:46, time: 1.272, data_time: 0.078, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8643, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.4390 2022-02-11 08:35:41,837 - mmaction - INFO - Epoch [227][320/940] lr: 4.000e-04, eta: 10:53:17, time: 1.274, data_time: 0.069, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8588, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.4034 2022-02-11 08:36:07,257 - mmaction - INFO - Epoch [227][340/940] lr: 4.000e-04, eta: 10:52:49, time: 1.271, data_time: 0.081, memory: 9488, top1_acc: 0.6729, top5_acc: 0.8529, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.4981 2022-02-11 08:36:32,494 - mmaction - INFO - Epoch [227][360/940] lr: 4.000e-04, eta: 10:52:20, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8646, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.4251 2022-02-11 08:36:57,889 - mmaction - INFO - Epoch [227][380/940] lr: 4.000e-04, eta: 10:51:51, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8586, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.4115 2022-02-11 08:37:23,025 - mmaction - INFO - Epoch [227][400/940] lr: 4.000e-04, eta: 10:51:23, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8635, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.4582 2022-02-11 08:37:48,251 - mmaction - INFO - Epoch [227][420/940] lr: 4.000e-04, eta: 10:50:54, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8514, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.4498 2022-02-11 08:38:13,454 - mmaction - INFO - Epoch [227][440/940] lr: 4.000e-04, eta: 10:50:25, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8570, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.4419 2022-02-11 08:38:38,903 - mmaction - INFO - Epoch [227][460/940] lr: 4.000e-04, eta: 10:49:57, time: 1.272, data_time: 0.074, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.3964 2022-02-11 08:39:04,300 - mmaction - INFO - Epoch [227][480/940] lr: 4.000e-04, eta: 10:49:28, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8598, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5176 2022-02-11 08:39:29,602 - mmaction - INFO - Epoch [227][500/940] lr: 4.000e-04, eta: 10:49:00, time: 1.265, data_time: 0.082, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8518, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.5957 2022-02-11 08:39:54,485 - mmaction - INFO - Epoch [227][520/940] lr: 4.000e-04, eta: 10:48:31, time: 1.244, data_time: 0.075, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8584, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.3425 2022-02-11 08:40:21,464 - mmaction - INFO - Epoch [227][540/940] lr: 4.000e-04, eta: 10:48:03, time: 1.349, data_time: 0.069, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8586, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.3748 2022-02-11 08:40:46,775 - mmaction - INFO - Epoch [227][560/940] lr: 4.000e-04, eta: 10:47:34, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8607, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.4523 2022-02-11 08:41:12,246 - mmaction - INFO - Epoch [227][580/940] lr: 4.000e-04, eta: 10:47:05, time: 1.274, data_time: 0.078, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8635, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.5340 2022-02-11 08:41:37,390 - mmaction - INFO - Epoch [227][600/940] lr: 4.000e-04, eta: 10:46:37, time: 1.257, data_time: 0.076, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8576, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.4822 2022-02-11 08:42:02,572 - mmaction - INFO - Epoch [227][620/940] lr: 4.000e-04, eta: 10:46:08, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8621, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.3627 2022-02-11 08:42:27,863 - mmaction - INFO - Epoch [227][640/940] lr: 4.000e-04, eta: 10:45:40, time: 1.265, data_time: 0.071, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8635, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.3444 2022-02-11 08:42:53,287 - mmaction - INFO - Epoch [227][660/940] lr: 4.000e-04, eta: 10:45:11, time: 1.271, data_time: 0.076, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8521, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.3953 2022-02-11 08:43:18,362 - mmaction - INFO - Epoch [227][680/940] lr: 4.000e-04, eta: 10:44:42, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8559, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.4293 2022-02-11 08:43:43,544 - mmaction - INFO - Epoch [227][700/940] lr: 4.000e-04, eta: 10:44:14, time: 1.259, data_time: 0.069, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8551, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.5323 2022-02-11 08:44:08,614 - mmaction - INFO - Epoch [227][720/940] lr: 4.000e-04, eta: 10:43:45, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8553, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.4413 2022-02-11 08:44:33,957 - mmaction - INFO - Epoch [227][740/940] lr: 4.000e-04, eta: 10:43:16, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.4579 2022-02-11 08:44:59,309 - mmaction - INFO - Epoch [227][760/940] lr: 4.000e-04, eta: 10:42:48, time: 1.267, data_time: 0.082, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8648, loss_cls: 1.2890, loss: 1.2890, grad_norm: 4.3948 2022-02-11 08:45:24,404 - mmaction - INFO - Epoch [227][780/940] lr: 4.000e-04, eta: 10:42:19, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8529, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.4131 2022-02-11 08:45:49,841 - mmaction - INFO - Epoch [227][800/940] lr: 4.000e-04, eta: 10:41:51, time: 1.272, data_time: 0.081, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8549, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.3968 2022-02-11 08:46:15,156 - mmaction - INFO - Epoch [227][820/940] lr: 4.000e-04, eta: 10:41:22, time: 1.266, data_time: 0.084, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8609, loss_cls: 1.3110, loss: 1.3110, grad_norm: 4.4908 2022-02-11 08:46:40,334 - mmaction - INFO - Epoch [227][840/940] lr: 4.000e-04, eta: 10:40:53, time: 1.259, data_time: 0.088, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8635, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.4052 2022-02-11 08:47:05,628 - mmaction - INFO - Epoch [227][860/940] lr: 4.000e-04, eta: 10:40:25, time: 1.265, data_time: 0.077, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8629, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.4080 2022-02-11 08:47:30,991 - mmaction - INFO - Epoch [227][880/940] lr: 4.000e-04, eta: 10:39:56, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8516, loss_cls: 1.3589, loss: 1.3589, grad_norm: 4.5099 2022-02-11 08:47:56,496 - mmaction - INFO - Epoch [227][900/940] lr: 4.000e-04, eta: 10:39:28, time: 1.275, data_time: 0.080, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8580, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.4577 2022-02-11 08:48:21,999 - mmaction - INFO - Epoch [227][920/940] lr: 4.000e-04, eta: 10:38:59, time: 1.275, data_time: 0.079, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8615, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.4521 2022-02-11 08:48:45,793 - mmaction - INFO - Epoch [227][940/940] lr: 4.000e-04, eta: 10:38:30, time: 1.190, data_time: 0.067, memory: 9488, top1_acc: 0.6784, top5_acc: 0.8527, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.5078 2022-02-11 08:51:43,045 - mmaction - INFO - Epoch [228][20/940] lr: 4.000e-04, eta: 10:38:27, time: 8.592, data_time: 6.844, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8576, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.4141 2022-02-11 08:52:06,485 - mmaction - INFO - Epoch [228][40/940] lr: 4.000e-04, eta: 10:37:58, time: 1.172, data_time: 0.052, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8602, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.3895 2022-02-11 08:52:30,100 - mmaction - INFO - Epoch [228][60/940] lr: 4.000e-04, eta: 10:37:29, time: 1.181, data_time: 0.043, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8518, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.3953 2022-02-11 08:52:54,289 - mmaction - INFO - Epoch [228][80/940] lr: 4.000e-04, eta: 10:37:00, time: 1.210, data_time: 0.050, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8562, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.4127 2022-02-11 08:53:18,643 - mmaction - INFO - Epoch [228][100/940] lr: 4.000e-04, eta: 10:36:32, time: 1.218, data_time: 0.065, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8627, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.3593 2022-02-11 08:53:43,110 - mmaction - INFO - Epoch [228][120/940] lr: 4.000e-04, eta: 10:36:03, time: 1.222, data_time: 0.053, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8562, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.3596 2022-02-11 08:54:07,753 - mmaction - INFO - Epoch [228][140/940] lr: 4.000e-04, eta: 10:35:34, time: 1.232, data_time: 0.065, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8561, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.3815 2022-02-11 08:54:32,590 - mmaction - INFO - Epoch [228][160/940] lr: 4.000e-04, eta: 10:35:06, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8523, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.4435 2022-02-11 08:54:57,377 - mmaction - INFO - Epoch [228][180/940] lr: 4.000e-04, eta: 10:34:37, time: 1.239, data_time: 0.057, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8494, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.5214 2022-02-11 08:55:22,219 - mmaction - INFO - Epoch [228][200/940] lr: 4.000e-04, eta: 10:34:08, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8604, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.4794 2022-02-11 08:55:47,425 - mmaction - INFO - Epoch [228][220/940] lr: 4.000e-04, eta: 10:33:40, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8674, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.4181 2022-02-11 08:56:12,561 - mmaction - INFO - Epoch [228][240/940] lr: 4.000e-04, eta: 10:33:11, time: 1.257, data_time: 0.064, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8568, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.5113 2022-02-11 08:56:37,690 - mmaction - INFO - Epoch [228][260/940] lr: 4.000e-04, eta: 10:32:42, time: 1.257, data_time: 0.061, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8557, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.3322 2022-02-11 08:57:03,009 - mmaction - INFO - Epoch [228][280/940] lr: 4.000e-04, eta: 10:32:14, time: 1.266, data_time: 0.062, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8639, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.4172 2022-02-11 08:57:28,208 - mmaction - INFO - Epoch [228][300/940] lr: 4.000e-04, eta: 10:31:45, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8570, loss_cls: 1.3318, loss: 1.3318, grad_norm: 4.4798 2022-02-11 08:57:53,303 - mmaction - INFO - Epoch [228][320/940] lr: 4.000e-04, eta: 10:31:16, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8600, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.4590 2022-02-11 08:58:18,270 - mmaction - INFO - Epoch [228][340/940] lr: 4.000e-04, eta: 10:30:48, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8562, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.4394 2022-02-11 08:58:43,541 - mmaction - INFO - Epoch [228][360/940] lr: 4.000e-04, eta: 10:30:19, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8584, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.5160 2022-02-11 08:59:08,895 - mmaction - INFO - Epoch [228][380/940] lr: 4.000e-04, eta: 10:29:51, time: 1.268, data_time: 0.062, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8598, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.4581 2022-02-11 08:59:34,098 - mmaction - INFO - Epoch [228][400/940] lr: 4.000e-04, eta: 10:29:22, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8541, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.5269 2022-02-11 08:59:59,473 - mmaction - INFO - Epoch [228][420/940] lr: 4.000e-04, eta: 10:28:53, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8645, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.4424 2022-02-11 09:00:24,929 - mmaction - INFO - Epoch [228][440/940] lr: 4.000e-04, eta: 10:28:25, time: 1.273, data_time: 0.069, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8541, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.4738 2022-02-11 09:00:50,435 - mmaction - INFO - Epoch [228][460/940] lr: 4.000e-04, eta: 10:27:56, time: 1.276, data_time: 0.064, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8611, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.5030 2022-02-11 09:01:15,614 - mmaction - INFO - Epoch [228][480/940] lr: 4.000e-04, eta: 10:27:28, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8643, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.4410 2022-02-11 09:01:40,876 - mmaction - INFO - Epoch [228][500/940] lr: 4.000e-04, eta: 10:26:59, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8561, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.5366 2022-02-11 09:02:06,173 - mmaction - INFO - Epoch [228][520/940] lr: 4.000e-04, eta: 10:26:30, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8551, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.3659 2022-02-11 09:02:31,659 - mmaction - INFO - Epoch [228][540/940] lr: 4.000e-04, eta: 10:26:02, time: 1.274, data_time: 0.066, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8617, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.3971 2022-02-11 09:02:57,210 - mmaction - INFO - Epoch [228][560/940] lr: 4.000e-04, eta: 10:25:33, time: 1.277, data_time: 0.069, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8605, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.3759 2022-02-11 09:03:22,842 - mmaction - INFO - Epoch [228][580/940] lr: 4.000e-04, eta: 10:25:05, time: 1.282, data_time: 0.061, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8631, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.3994 2022-02-11 09:03:48,215 - mmaction - INFO - Epoch [228][600/940] lr: 4.000e-04, eta: 10:24:36, time: 1.268, data_time: 0.074, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8572, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.4020 2022-02-11 09:04:13,833 - mmaction - INFO - Epoch [228][620/940] lr: 4.000e-04, eta: 10:24:08, time: 1.282, data_time: 0.061, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8549, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.4500 2022-02-11 09:04:39,321 - mmaction - INFO - Epoch [228][640/940] lr: 4.000e-04, eta: 10:23:39, time: 1.274, data_time: 0.072, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8549, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.4473 2022-02-11 09:05:04,906 - mmaction - INFO - Epoch [228][660/940] lr: 4.000e-04, eta: 10:23:11, time: 1.279, data_time: 0.072, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8605, loss_cls: 1.3238, loss: 1.3238, grad_norm: 4.4073 2022-02-11 09:05:30,176 - mmaction - INFO - Epoch [228][680/940] lr: 4.000e-04, eta: 10:22:42, time: 1.264, data_time: 0.059, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8525, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.4456 2022-02-11 09:05:55,495 - mmaction - INFO - Epoch [228][700/940] lr: 4.000e-04, eta: 10:22:13, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8654, loss_cls: 1.2807, loss: 1.2807, grad_norm: 4.3182 2022-02-11 09:06:20,830 - mmaction - INFO - Epoch [228][720/940] lr: 4.000e-04, eta: 10:21:45, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8584, loss_cls: 1.3238, loss: 1.3238, grad_norm: 4.4493 2022-02-11 09:06:46,185 - mmaction - INFO - Epoch [228][740/940] lr: 4.000e-04, eta: 10:21:16, time: 1.267, data_time: 0.068, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8656, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.4125 2022-02-11 09:07:11,580 - mmaction - INFO - Epoch [228][760/940] lr: 4.000e-04, eta: 10:20:48, time: 1.270, data_time: 0.068, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8625, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.4505 2022-02-11 09:07:37,168 - mmaction - INFO - Epoch [228][780/940] lr: 4.000e-04, eta: 10:20:19, time: 1.279, data_time: 0.078, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8564, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.4777 2022-02-11 09:08:02,718 - mmaction - INFO - Epoch [228][800/940] lr: 4.000e-04, eta: 10:19:51, time: 1.277, data_time: 0.070, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8584, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.5106 2022-02-11 09:08:28,284 - mmaction - INFO - Epoch [228][820/940] lr: 4.000e-04, eta: 10:19:22, time: 1.278, data_time: 0.071, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8572, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.5249 2022-02-11 09:08:53,779 - mmaction - INFO - Epoch [228][840/940] lr: 4.000e-04, eta: 10:18:53, time: 1.275, data_time: 0.061, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8643, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.4512 2022-02-11 09:09:19,048 - mmaction - INFO - Epoch [228][860/940] lr: 4.000e-04, eta: 10:18:25, time: 1.263, data_time: 0.068, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8643, loss_cls: 1.2732, loss: 1.2732, grad_norm: 4.3761 2022-02-11 09:09:44,440 - mmaction - INFO - Epoch [228][880/940] lr: 4.000e-04, eta: 10:17:56, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8674, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.4140 2022-02-11 09:10:10,076 - mmaction - INFO - Epoch [228][900/940] lr: 4.000e-04, eta: 10:17:28, time: 1.282, data_time: 0.066, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8605, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.4723 2022-02-11 09:10:35,469 - mmaction - INFO - Epoch [228][920/940] lr: 4.000e-04, eta: 10:16:59, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8588, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.4228 2022-02-11 09:10:59,330 - mmaction - INFO - Epoch [228][940/940] lr: 4.000e-04, eta: 10:16:30, time: 1.193, data_time: 0.053, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8616, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.5078 2022-02-11 09:13:44,343 - mmaction - INFO - Epoch [229][20/940] lr: 4.000e-04, eta: 10:16:25, time: 8.119, data_time: 6.712, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8574, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.3779 2022-02-11 09:14:08,100 - mmaction - INFO - Epoch [229][40/940] lr: 4.000e-04, eta: 10:15:56, time: 1.188, data_time: 0.051, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8582, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.4845 2022-02-11 09:14:31,938 - mmaction - INFO - Epoch [229][60/940] lr: 4.000e-04, eta: 10:15:27, time: 1.193, data_time: 0.046, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8633, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.4511 2022-02-11 09:14:56,304 - mmaction - INFO - Epoch [229][80/940] lr: 4.000e-04, eta: 10:14:58, time: 1.218, data_time: 0.054, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8605, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.4072 2022-02-11 09:15:21,095 - mmaction - INFO - Epoch [229][100/940] lr: 4.000e-04, eta: 10:14:30, time: 1.240, data_time: 0.053, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8625, loss_cls: 1.2808, loss: 1.2808, grad_norm: 4.4163 2022-02-11 09:15:45,870 - mmaction - INFO - Epoch [229][120/940] lr: 4.000e-04, eta: 10:14:01, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2901, loss: 1.2901, grad_norm: 4.3812 2022-02-11 09:16:10,915 - mmaction - INFO - Epoch [229][140/940] lr: 4.000e-04, eta: 10:13:32, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8555, loss_cls: 1.3450, loss: 1.3450, grad_norm: 4.4427 2022-02-11 09:16:35,860 - mmaction - INFO - Epoch [229][160/940] lr: 4.000e-04, eta: 10:13:04, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8600, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.5469 2022-02-11 09:17:00,889 - mmaction - INFO - Epoch [229][180/940] lr: 4.000e-04, eta: 10:12:35, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8461, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.4954 2022-02-11 09:17:25,715 - mmaction - INFO - Epoch [229][200/940] lr: 4.000e-04, eta: 10:12:06, time: 1.241, data_time: 0.065, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8590, loss_cls: 1.3077, loss: 1.3077, grad_norm: 4.4080 2022-02-11 09:17:50,975 - mmaction - INFO - Epoch [229][220/940] lr: 4.000e-04, eta: 10:11:38, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8564, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.3862 2022-02-11 09:18:16,153 - mmaction - INFO - Epoch [229][240/940] lr: 4.000e-04, eta: 10:11:09, time: 1.259, data_time: 0.065, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8537, loss_cls: 1.3517, loss: 1.3517, grad_norm: 4.4677 2022-02-11 09:18:41,588 - mmaction - INFO - Epoch [229][260/940] lr: 4.000e-04, eta: 10:10:40, time: 1.271, data_time: 0.068, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.3971 2022-02-11 09:19:07,049 - mmaction - INFO - Epoch [229][280/940] lr: 4.000e-04, eta: 10:10:12, time: 1.273, data_time: 0.075, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8613, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.3842 2022-02-11 09:19:32,411 - mmaction - INFO - Epoch [229][300/940] lr: 4.000e-04, eta: 10:09:43, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6965, top5_acc: 0.8611, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.4021 2022-02-11 09:19:58,073 - mmaction - INFO - Epoch [229][320/940] lr: 4.000e-04, eta: 10:09:15, time: 1.282, data_time: 0.071, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8551, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.3861 2022-02-11 09:20:23,490 - mmaction - INFO - Epoch [229][340/940] lr: 4.000e-04, eta: 10:08:46, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8643, loss_cls: 1.2937, loss: 1.2937, grad_norm: 4.3534 2022-02-11 09:20:49,120 - mmaction - INFO - Epoch [229][360/940] lr: 4.000e-04, eta: 10:08:18, time: 1.282, data_time: 0.081, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8574, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.3493 2022-02-11 09:21:14,604 - mmaction - INFO - Epoch [229][380/940] lr: 4.000e-04, eta: 10:07:49, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8549, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.3500 2022-02-11 09:21:40,186 - mmaction - INFO - Epoch [229][400/940] lr: 4.000e-04, eta: 10:07:21, time: 1.279, data_time: 0.068, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8607, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.3367 2022-02-11 09:22:05,622 - mmaction - INFO - Epoch [229][420/940] lr: 4.000e-04, eta: 10:06:52, time: 1.272, data_time: 0.076, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8576, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.4449 2022-02-11 09:22:31,154 - mmaction - INFO - Epoch [229][440/940] lr: 4.000e-04, eta: 10:06:24, time: 1.276, data_time: 0.080, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8574, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.4604 2022-02-11 09:22:56,681 - mmaction - INFO - Epoch [229][460/940] lr: 4.000e-04, eta: 10:05:55, time: 1.276, data_time: 0.078, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.5282 2022-02-11 09:23:22,251 - mmaction - INFO - Epoch [229][480/940] lr: 4.000e-04, eta: 10:05:26, time: 1.279, data_time: 0.079, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8617, loss_cls: 1.2903, loss: 1.2903, grad_norm: 4.4122 2022-02-11 09:23:47,707 - mmaction - INFO - Epoch [229][500/940] lr: 4.000e-04, eta: 10:04:58, time: 1.273, data_time: 0.077, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8689, loss_cls: 1.2636, loss: 1.2636, grad_norm: 4.4287 2022-02-11 09:24:13,079 - mmaction - INFO - Epoch [229][520/940] lr: 4.000e-04, eta: 10:04:29, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8578, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.4825 2022-02-11 09:24:38,645 - mmaction - INFO - Epoch [229][540/940] lr: 4.000e-04, eta: 10:04:01, time: 1.278, data_time: 0.065, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8512, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.5084 2022-02-11 09:25:04,171 - mmaction - INFO - Epoch [229][560/940] lr: 4.000e-04, eta: 10:03:32, time: 1.276, data_time: 0.076, memory: 9488, top1_acc: 0.6973, top5_acc: 0.8686, loss_cls: 1.2777, loss: 1.2777, grad_norm: 4.4331 2022-02-11 09:25:29,458 - mmaction - INFO - Epoch [229][580/940] lr: 4.000e-04, eta: 10:03:04, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8619, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.4707 2022-02-11 09:25:54,872 - mmaction - INFO - Epoch [229][600/940] lr: 4.000e-04, eta: 10:02:35, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8553, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.5430 2022-02-11 09:26:20,344 - mmaction - INFO - Epoch [229][620/940] lr: 4.000e-04, eta: 10:02:07, time: 1.274, data_time: 0.071, memory: 9488, top1_acc: 0.6973, top5_acc: 0.8678, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.3574 2022-02-11 09:26:45,789 - mmaction - INFO - Epoch [229][640/940] lr: 4.000e-04, eta: 10:01:38, time: 1.272, data_time: 0.077, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8486, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.4672 2022-02-11 09:27:11,529 - mmaction - INFO - Epoch [229][660/940] lr: 4.000e-04, eta: 10:01:10, time: 1.287, data_time: 0.080, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8559, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.4306 2022-02-11 09:27:37,219 - mmaction - INFO - Epoch [229][680/940] lr: 4.000e-04, eta: 10:00:41, time: 1.285, data_time: 0.083, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8574, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.4020 2022-02-11 09:28:02,691 - mmaction - INFO - Epoch [229][700/940] lr: 4.000e-04, eta: 10:00:13, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8564, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.4682 2022-02-11 09:28:28,078 - mmaction - INFO - Epoch [229][720/940] lr: 4.000e-04, eta: 9:59:44, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8656, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.3728 2022-02-11 09:28:53,582 - mmaction - INFO - Epoch [229][740/940] lr: 4.000e-04, eta: 9:59:15, time: 1.275, data_time: 0.071, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8590, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.4881 2022-02-11 09:29:18,865 - mmaction - INFO - Epoch [229][760/940] lr: 4.000e-04, eta: 9:58:47, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8568, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.4668 2022-02-11 09:29:44,385 - mmaction - INFO - Epoch [229][780/940] lr: 4.000e-04, eta: 9:58:18, time: 1.276, data_time: 0.067, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8551, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.4970 2022-02-11 09:30:09,652 - mmaction - INFO - Epoch [229][800/940] lr: 4.000e-04, eta: 9:57:50, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8633, loss_cls: 1.3077, loss: 1.3077, grad_norm: 4.5340 2022-02-11 09:30:35,319 - mmaction - INFO - Epoch [229][820/940] lr: 4.000e-04, eta: 9:57:21, time: 1.283, data_time: 0.079, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8678, loss_cls: 1.2847, loss: 1.2847, grad_norm: 4.4119 2022-02-11 09:31:00,871 - mmaction - INFO - Epoch [229][840/940] lr: 4.000e-04, eta: 9:56:53, time: 1.279, data_time: 0.080, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8576, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.4259 2022-02-11 09:31:26,346 - mmaction - INFO - Epoch [229][860/940] lr: 4.000e-04, eta: 9:56:24, time: 1.273, data_time: 0.071, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8637, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.4879 2022-02-11 09:31:51,909 - mmaction - INFO - Epoch [229][880/940] lr: 4.000e-04, eta: 9:55:56, time: 1.278, data_time: 0.072, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8475, loss_cls: 1.3749, loss: 1.3749, grad_norm: 4.4924 2022-02-11 09:32:17,421 - mmaction - INFO - Epoch [229][900/940] lr: 4.000e-04, eta: 9:55:27, time: 1.276, data_time: 0.078, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8637, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.4443 2022-02-11 09:32:42,856 - mmaction - INFO - Epoch [229][920/940] lr: 4.000e-04, eta: 9:54:59, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8574, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.4974 2022-02-11 09:33:06,698 - mmaction - INFO - Epoch [229][940/940] lr: 4.000e-04, eta: 9:54:30, time: 1.193, data_time: 0.059, memory: 9488, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4001, loss: 1.4001, grad_norm: 4.4948 2022-02-11 09:36:06,604 - mmaction - INFO - Epoch [230][20/940] lr: 4.000e-04, eta: 9:54:25, time: 8.682, data_time: 7.371, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8527, loss_cls: 1.3404, loss: 1.3404, grad_norm: 4.3814 2022-02-11 09:36:30,204 - mmaction - INFO - Epoch [230][40/940] lr: 4.000e-04, eta: 9:53:56, time: 1.180, data_time: 0.050, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8658, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.4568 2022-02-11 09:36:54,046 - mmaction - INFO - Epoch [230][60/940] lr: 4.000e-04, eta: 9:53:27, time: 1.192, data_time: 0.050, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8635, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.5331 2022-02-11 09:37:18,202 - mmaction - INFO - Epoch [230][80/940] lr: 4.000e-04, eta: 9:52:59, time: 1.208, data_time: 0.046, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8588, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.4914 2022-02-11 09:37:42,710 - mmaction - INFO - Epoch [230][100/940] lr: 4.000e-04, eta: 9:52:30, time: 1.225, data_time: 0.058, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8586, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.4362 2022-02-11 09:38:07,628 - mmaction - INFO - Epoch [230][120/940] lr: 4.000e-04, eta: 9:52:01, time: 1.246, data_time: 0.067, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8611, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.4429 2022-02-11 09:38:32,582 - mmaction - INFO - Epoch [230][140/940] lr: 4.000e-04, eta: 9:51:33, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8582, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.3804 2022-02-11 09:38:57,731 - mmaction - INFO - Epoch [230][160/940] lr: 4.000e-04, eta: 9:51:04, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8588, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.5017 2022-02-11 09:39:22,938 - mmaction - INFO - Epoch [230][180/940] lr: 4.000e-04, eta: 9:50:35, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8561, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.4747 2022-02-11 09:39:48,199 - mmaction - INFO - Epoch [230][200/940] lr: 4.000e-04, eta: 9:50:07, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8508, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.4750 2022-02-11 09:40:13,595 - mmaction - INFO - Epoch [230][220/940] lr: 4.000e-04, eta: 9:49:38, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2635, loss: 1.2635, grad_norm: 4.4212 2022-02-11 09:40:38,750 - mmaction - INFO - Epoch [230][240/940] lr: 4.000e-04, eta: 9:49:10, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8596, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.4066 2022-02-11 09:41:03,879 - mmaction - INFO - Epoch [230][260/940] lr: 4.000e-04, eta: 9:48:41, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8631, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.4830 2022-02-11 09:41:29,301 - mmaction - INFO - Epoch [230][280/940] lr: 4.000e-04, eta: 9:48:13, time: 1.271, data_time: 0.069, memory: 9488, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.4239 2022-02-11 09:41:54,370 - mmaction - INFO - Epoch [230][300/940] lr: 4.000e-04, eta: 9:47:44, time: 1.253, data_time: 0.080, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8613, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.4946 2022-02-11 09:42:19,817 - mmaction - INFO - Epoch [230][320/940] lr: 4.000e-04, eta: 9:47:15, time: 1.272, data_time: 0.072, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8533, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.5514 2022-02-11 09:42:45,071 - mmaction - INFO - Epoch [230][340/940] lr: 4.000e-04, eta: 9:46:47, time: 1.262, data_time: 0.078, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8643, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.4307 2022-02-11 09:43:10,515 - mmaction - INFO - Epoch [230][360/940] lr: 4.000e-04, eta: 9:46:18, time: 1.273, data_time: 0.075, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8551, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.4799 2022-02-11 09:43:35,889 - mmaction - INFO - Epoch [230][380/940] lr: 4.000e-04, eta: 9:45:50, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8646, loss_cls: 1.2573, loss: 1.2573, grad_norm: 4.4126 2022-02-11 09:44:01,148 - mmaction - INFO - Epoch [230][400/940] lr: 4.000e-04, eta: 9:45:21, time: 1.263, data_time: 0.081, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8623, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.4765 2022-02-11 09:44:26,739 - mmaction - INFO - Epoch [230][420/940] lr: 4.000e-04, eta: 9:44:53, time: 1.280, data_time: 0.080, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8553, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.4785 2022-02-11 09:44:52,200 - mmaction - INFO - Epoch [230][440/940] lr: 4.000e-04, eta: 9:44:24, time: 1.274, data_time: 0.074, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8650, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.4020 2022-02-11 09:45:17,349 - mmaction - INFO - Epoch [230][460/940] lr: 4.000e-04, eta: 9:43:56, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8639, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.3227 2022-02-11 09:45:42,517 - mmaction - INFO - Epoch [230][480/940] lr: 4.000e-04, eta: 9:43:27, time: 1.258, data_time: 0.079, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8623, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.5248 2022-02-11 09:46:07,923 - mmaction - INFO - Epoch [230][500/940] lr: 4.000e-04, eta: 9:42:58, time: 1.270, data_time: 0.072, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8551, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.5565 2022-02-11 09:46:33,305 - mmaction - INFO - Epoch [230][520/940] lr: 4.000e-04, eta: 9:42:30, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8562, loss_cls: 1.3381, loss: 1.3381, grad_norm: 4.5209 2022-02-11 09:46:58,923 - mmaction - INFO - Epoch [230][540/940] lr: 4.000e-04, eta: 9:42:01, time: 1.281, data_time: 0.067, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8580, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.4960 2022-02-11 09:47:24,205 - mmaction - INFO - Epoch [230][560/940] lr: 4.000e-04, eta: 9:41:33, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8529, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.4858 2022-02-11 09:47:49,681 - mmaction - INFO - Epoch [230][580/940] lr: 4.000e-04, eta: 9:41:04, time: 1.274, data_time: 0.069, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8580, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.5308 2022-02-11 09:48:15,225 - mmaction - INFO - Epoch [230][600/940] lr: 4.000e-04, eta: 9:40:36, time: 1.277, data_time: 0.068, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8668, loss_cls: 1.2820, loss: 1.2820, grad_norm: 4.4438 2022-02-11 09:48:40,601 - mmaction - INFO - Epoch [230][620/940] lr: 4.000e-04, eta: 9:40:07, time: 1.269, data_time: 0.070, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.3687 2022-02-11 09:49:05,834 - mmaction - INFO - Epoch [230][640/940] lr: 4.000e-04, eta: 9:39:39, time: 1.262, data_time: 0.065, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8600, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.5195 2022-02-11 09:49:31,350 - mmaction - INFO - Epoch [230][660/940] lr: 4.000e-04, eta: 9:39:10, time: 1.276, data_time: 0.074, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8631, loss_cls: 1.3062, loss: 1.3062, grad_norm: 4.4980 2022-02-11 09:49:56,917 - mmaction - INFO - Epoch [230][680/940] lr: 4.000e-04, eta: 9:38:42, time: 1.278, data_time: 0.077, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8646, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.4622 2022-02-11 09:50:22,485 - mmaction - INFO - Epoch [230][700/940] lr: 4.000e-04, eta: 9:38:13, time: 1.278, data_time: 0.076, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8506, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.5337 2022-02-11 09:50:48,051 - mmaction - INFO - Epoch [230][720/940] lr: 4.000e-04, eta: 9:37:45, time: 1.279, data_time: 0.070, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8600, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.4558 2022-02-11 09:51:13,308 - mmaction - INFO - Epoch [230][740/940] lr: 4.000e-04, eta: 9:37:16, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8576, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.4890 2022-02-11 09:51:38,722 - mmaction - INFO - Epoch [230][760/940] lr: 4.000e-04, eta: 9:36:48, time: 1.271, data_time: 0.066, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8613, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.5657 2022-02-11 09:52:04,257 - mmaction - INFO - Epoch [230][780/940] lr: 4.000e-04, eta: 9:36:19, time: 1.277, data_time: 0.068, memory: 9488, top1_acc: 0.6721, top5_acc: 0.8539, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.4315 2022-02-11 09:52:29,852 - mmaction - INFO - Epoch [230][800/940] lr: 4.000e-04, eta: 9:35:51, time: 1.280, data_time: 0.082, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8523, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.3947 2022-02-11 09:52:55,328 - mmaction - INFO - Epoch [230][820/940] lr: 4.000e-04, eta: 9:35:22, time: 1.275, data_time: 0.079, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8508, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.4947 2022-02-11 09:53:20,790 - mmaction - INFO - Epoch [230][840/940] lr: 4.000e-04, eta: 9:34:53, time: 1.272, data_time: 0.073, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8576, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.3679 2022-02-11 09:53:46,548 - mmaction - INFO - Epoch [230][860/940] lr: 4.000e-04, eta: 9:34:25, time: 1.288, data_time: 0.076, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8543, loss_cls: 1.3321, loss: 1.3321, grad_norm: 4.4369 2022-02-11 09:54:11,878 - mmaction - INFO - Epoch [230][880/940] lr: 4.000e-04, eta: 9:33:56, time: 1.267, data_time: 0.064, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8598, loss_cls: 1.3147, loss: 1.3147, grad_norm: 4.4416 2022-02-11 09:54:37,411 - mmaction - INFO - Epoch [230][900/940] lr: 4.000e-04, eta: 9:33:28, time: 1.277, data_time: 0.073, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8639, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.4809 2022-02-11 09:55:02,816 - mmaction - INFO - Epoch [230][920/940] lr: 4.000e-04, eta: 9:32:59, time: 1.270, data_time: 0.074, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8590, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.4934 2022-02-11 09:55:26,701 - mmaction - INFO - Epoch [230][940/940] lr: 4.000e-04, eta: 9:32:31, time: 1.194, data_time: 0.061, memory: 9488, top1_acc: 0.6767, top5_acc: 0.8557, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.4707 2022-02-11 09:55:30,555 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 09:55:30,562 - mmaction - INFO - 110 BN found 2022-02-11 09:59:23,447 - mmaction - INFO - BN stats updated 2022-02-11 09:59:25,451 - mmaction - INFO - Saving checkpoint at 230 epochs 2022-02-11 10:02:24,994 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 10:02:25,771 - mmaction - INFO - top1_acc 0.6951 top5_acc 0.8854 2022-02-11 10:02:25,771 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 10:02:25,806 - mmaction - INFO - mean_acc 0.6950 2022-02-11 10:02:25,808 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_215.pth was removed 2022-02-11 10:02:26,731 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_230.pth. 2022-02-11 10:02:26,732 - mmaction - INFO - Best top1_acc is 0.6951 at 230 epoch. 2022-02-11 10:02:26,741 - mmaction - INFO - Epoch(val) [230][78] top1_acc: 0.6951, top5_acc: 0.8854, mean_class_accuracy: 0.6950 2022-02-11 10:04:52,106 - mmaction - INFO - Epoch [231][20/940] lr: 4.000e-04, eta: 9:32:20, time: 7.266, data_time: 6.041, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8580, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.3412 2022-02-11 10:05:15,530 - mmaction - INFO - Epoch [231][40/940] lr: 4.000e-04, eta: 9:31:52, time: 1.171, data_time: 0.050, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8535, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.5066 2022-02-11 10:05:39,071 - mmaction - INFO - Epoch [231][60/940] lr: 4.000e-04, eta: 9:31:23, time: 1.177, data_time: 0.045, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8588, loss_cls: 1.3156, loss: 1.3156, grad_norm: 4.3705 2022-02-11 10:06:02,881 - mmaction - INFO - Epoch [231][80/940] lr: 4.000e-04, eta: 9:30:54, time: 1.190, data_time: 0.050, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8623, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.4221 2022-02-11 10:06:26,932 - mmaction - INFO - Epoch [231][100/940] lr: 4.000e-04, eta: 9:30:25, time: 1.203, data_time: 0.048, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8494, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.5240 2022-02-11 10:06:51,387 - mmaction - INFO - Epoch [231][120/940] lr: 4.000e-04, eta: 9:29:57, time: 1.223, data_time: 0.053, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8596, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.6116 2022-02-11 10:07:16,026 - mmaction - INFO - Epoch [231][140/940] lr: 4.000e-04, eta: 9:29:28, time: 1.232, data_time: 0.062, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8646, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.5463 2022-02-11 10:07:40,626 - mmaction - INFO - Epoch [231][160/940] lr: 4.000e-04, eta: 9:28:59, time: 1.231, data_time: 0.066, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8553, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.4219 2022-02-11 10:08:05,560 - mmaction - INFO - Epoch [231][180/940] lr: 4.000e-04, eta: 9:28:31, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8604, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.4650 2022-02-11 10:08:30,539 - mmaction - INFO - Epoch [231][200/940] lr: 4.000e-04, eta: 9:28:02, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8678, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.5044 2022-02-11 10:08:56,022 - mmaction - INFO - Epoch [231][220/940] lr: 4.000e-04, eta: 9:27:34, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8582, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.5198 2022-02-11 10:09:21,246 - mmaction - INFO - Epoch [231][240/940] lr: 4.000e-04, eta: 9:27:05, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8627, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.4961 2022-02-11 10:09:46,420 - mmaction - INFO - Epoch [231][260/940] lr: 4.000e-04, eta: 9:26:36, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8516, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.4203 2022-02-11 10:10:12,061 - mmaction - INFO - Epoch [231][280/940] lr: 4.000e-04, eta: 9:26:08, time: 1.282, data_time: 0.087, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8707, loss_cls: 1.2714, loss: 1.2714, grad_norm: 4.4275 2022-02-11 10:10:37,335 - mmaction - INFO - Epoch [231][300/940] lr: 4.000e-04, eta: 9:25:39, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8537, loss_cls: 1.3519, loss: 1.3519, grad_norm: 4.4753 2022-02-11 10:11:02,708 - mmaction - INFO - Epoch [231][320/940] lr: 4.000e-04, eta: 9:25:11, time: 1.268, data_time: 0.071, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8580, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.4606 2022-02-11 10:11:27,963 - mmaction - INFO - Epoch [231][340/940] lr: 4.000e-04, eta: 9:24:42, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8627, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.4627 2022-02-11 10:11:53,164 - mmaction - INFO - Epoch [231][360/940] lr: 4.000e-04, eta: 9:24:14, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8674, loss_cls: 1.2949, loss: 1.2949, grad_norm: 4.4657 2022-02-11 10:12:18,489 - mmaction - INFO - Epoch [231][380/940] lr: 4.000e-04, eta: 9:23:45, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.4641 2022-02-11 10:12:43,411 - mmaction - INFO - Epoch [231][400/940] lr: 4.000e-04, eta: 9:23:17, time: 1.246, data_time: 0.075, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8652, loss_cls: 1.2808, loss: 1.2808, grad_norm: 4.4138 2022-02-11 10:13:08,948 - mmaction - INFO - Epoch [231][420/940] lr: 4.000e-04, eta: 9:22:48, time: 1.277, data_time: 0.075, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8621, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.3718 2022-02-11 10:13:34,592 - mmaction - INFO - Epoch [231][440/940] lr: 4.000e-04, eta: 9:22:20, time: 1.282, data_time: 0.083, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8537, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.4279 2022-02-11 10:13:59,665 - mmaction - INFO - Epoch [231][460/940] lr: 4.000e-04, eta: 9:21:51, time: 1.254, data_time: 0.078, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8605, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.5355 2022-02-11 10:14:25,325 - mmaction - INFO - Epoch [231][480/940] lr: 4.000e-04, eta: 9:21:23, time: 1.283, data_time: 0.082, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8547, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.5296 2022-02-11 10:14:50,598 - mmaction - INFO - Epoch [231][500/940] lr: 4.000e-04, eta: 9:20:54, time: 1.264, data_time: 0.076, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8590, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.4797 2022-02-11 10:15:15,713 - mmaction - INFO - Epoch [231][520/940] lr: 4.000e-04, eta: 9:20:25, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8596, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.4980 2022-02-11 10:15:40,767 - mmaction - INFO - Epoch [231][540/940] lr: 4.000e-04, eta: 9:19:57, time: 1.253, data_time: 0.071, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8559, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.5035 2022-02-11 10:16:06,152 - mmaction - INFO - Epoch [231][560/940] lr: 4.000e-04, eta: 9:19:28, time: 1.269, data_time: 0.076, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8660, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.5057 2022-02-11 10:16:31,306 - mmaction - INFO - Epoch [231][580/940] lr: 4.000e-04, eta: 9:19:00, time: 1.258, data_time: 0.084, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8576, loss_cls: 1.3089, loss: 1.3089, grad_norm: 4.4425 2022-02-11 10:16:56,394 - mmaction - INFO - Epoch [231][600/940] lr: 4.000e-04, eta: 9:18:31, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6727, top5_acc: 0.8479, loss_cls: 1.3749, loss: 1.3749, grad_norm: 4.5635 2022-02-11 10:17:21,985 - mmaction - INFO - Epoch [231][620/940] lr: 4.000e-04, eta: 9:18:03, time: 1.279, data_time: 0.079, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8588, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.4257 2022-02-11 10:17:47,133 - mmaction - INFO - Epoch [231][640/940] lr: 4.000e-04, eta: 9:17:34, time: 1.258, data_time: 0.086, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8574, loss_cls: 1.2912, loss: 1.2912, grad_norm: 4.4694 2022-02-11 10:18:12,395 - mmaction - INFO - Epoch [231][660/940] lr: 4.000e-04, eta: 9:17:06, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8617, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.5222 2022-02-11 10:18:37,518 - mmaction - INFO - Epoch [231][680/940] lr: 4.000e-04, eta: 9:16:37, time: 1.257, data_time: 0.077, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8650, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.3940 2022-02-11 10:19:02,663 - mmaction - INFO - Epoch [231][700/940] lr: 4.000e-04, eta: 9:16:09, time: 1.257, data_time: 0.068, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8600, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.4461 2022-02-11 10:19:28,056 - mmaction - INFO - Epoch [231][720/940] lr: 4.000e-04, eta: 9:15:40, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8557, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.5507 2022-02-11 10:19:53,589 - mmaction - INFO - Epoch [231][740/940] lr: 4.000e-04, eta: 9:15:12, time: 1.277, data_time: 0.074, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8604, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.4640 2022-02-11 10:20:18,875 - mmaction - INFO - Epoch [231][760/940] lr: 4.000e-04, eta: 9:14:43, time: 1.265, data_time: 0.079, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8600, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.4075 2022-02-11 10:20:44,274 - mmaction - INFO - Epoch [231][780/940] lr: 4.000e-04, eta: 9:14:15, time: 1.269, data_time: 0.074, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8479, loss_cls: 1.3825, loss: 1.3825, grad_norm: 4.5530 2022-02-11 10:21:09,552 - mmaction - INFO - Epoch [231][800/940] lr: 4.000e-04, eta: 9:13:46, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8639, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.4648 2022-02-11 10:21:34,761 - mmaction - INFO - Epoch [231][820/940] lr: 4.000e-04, eta: 9:13:17, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8521, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.5192 2022-02-11 10:22:00,063 - mmaction - INFO - Epoch [231][840/940] lr: 4.000e-04, eta: 9:12:49, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8605, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.5147 2022-02-11 10:22:25,481 - mmaction - INFO - Epoch [231][860/940] lr: 4.000e-04, eta: 9:12:20, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8689, loss_cls: 1.2644, loss: 1.2644, grad_norm: 4.3732 2022-02-11 10:22:51,055 - mmaction - INFO - Epoch [231][880/940] lr: 4.000e-04, eta: 9:11:52, time: 1.279, data_time: 0.069, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8486, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.5376 2022-02-11 10:23:16,343 - mmaction - INFO - Epoch [231][900/940] lr: 4.000e-04, eta: 9:11:23, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8607, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.4668 2022-02-11 10:23:41,682 - mmaction - INFO - Epoch [231][920/940] lr: 4.000e-04, eta: 9:10:55, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8590, loss_cls: 1.3191, loss: 1.3191, grad_norm: 4.5112 2022-02-11 10:24:05,639 - mmaction - INFO - Epoch [231][940/940] lr: 4.000e-04, eta: 9:10:26, time: 1.198, data_time: 0.060, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8573, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.4060 2022-02-11 10:26:37,179 - mmaction - INFO - Epoch [232][20/940] lr: 4.000e-04, eta: 9:10:16, time: 7.464, data_time: 5.624, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8604, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.4103 2022-02-11 10:27:00,661 - mmaction - INFO - Epoch [232][40/940] lr: 4.000e-04, eta: 9:09:47, time: 1.176, data_time: 0.050, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8666, loss_cls: 1.2844, loss: 1.2844, grad_norm: 4.4128 2022-02-11 10:27:24,424 - mmaction - INFO - Epoch [232][60/940] lr: 4.000e-04, eta: 9:09:18, time: 1.188, data_time: 0.048, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8559, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.4619 2022-02-11 10:27:48,769 - mmaction - INFO - Epoch [232][80/940] lr: 4.000e-04, eta: 9:08:50, time: 1.217, data_time: 0.056, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8514, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.4886 2022-02-11 10:28:13,399 - mmaction - INFO - Epoch [232][100/940] lr: 4.000e-04, eta: 9:08:21, time: 1.231, data_time: 0.053, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8646, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.5613 2022-02-11 10:28:38,166 - mmaction - INFO - Epoch [232][120/940] lr: 4.000e-04, eta: 9:07:52, time: 1.239, data_time: 0.067, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8535, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.4392 2022-02-11 10:29:03,273 - mmaction - INFO - Epoch [232][140/940] lr: 4.000e-04, eta: 9:07:24, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8523, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.3763 2022-02-11 10:29:28,473 - mmaction - INFO - Epoch [232][160/940] lr: 4.000e-04, eta: 9:06:55, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8584, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.5139 2022-02-11 10:29:53,586 - mmaction - INFO - Epoch [232][180/940] lr: 4.000e-04, eta: 9:06:27, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.4815 2022-02-11 10:30:18,972 - mmaction - INFO - Epoch [232][200/940] lr: 4.000e-04, eta: 9:05:58, time: 1.269, data_time: 0.071, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8611, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.4769 2022-02-11 10:30:44,212 - mmaction - INFO - Epoch [232][220/940] lr: 4.000e-04, eta: 9:05:30, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8566, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.5049 2022-02-11 10:31:09,408 - mmaction - INFO - Epoch [232][240/940] lr: 4.000e-04, eta: 9:05:01, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6965, top5_acc: 0.8670, loss_cls: 1.2743, loss: 1.2743, grad_norm: 4.4277 2022-02-11 10:31:34,818 - mmaction - INFO - Epoch [232][260/940] lr: 4.000e-04, eta: 9:04:33, time: 1.271, data_time: 0.065, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8518, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.5472 2022-02-11 10:32:00,390 - mmaction - INFO - Epoch [232][280/940] lr: 4.000e-04, eta: 9:04:04, time: 1.278, data_time: 0.074, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2664, loss: 1.2664, grad_norm: 4.3893 2022-02-11 10:32:25,960 - mmaction - INFO - Epoch [232][300/940] lr: 4.000e-04, eta: 9:03:36, time: 1.279, data_time: 0.069, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8584, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.4596 2022-02-11 10:32:51,320 - mmaction - INFO - Epoch [232][320/940] lr: 4.000e-04, eta: 9:03:07, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8664, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.4495 2022-02-11 10:33:16,334 - mmaction - INFO - Epoch [232][340/940] lr: 4.000e-04, eta: 9:02:39, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8582, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.4476 2022-02-11 10:33:41,803 - mmaction - INFO - Epoch [232][360/940] lr: 4.000e-04, eta: 9:02:10, time: 1.274, data_time: 0.075, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8672, loss_cls: 1.2766, loss: 1.2766, grad_norm: 4.4798 2022-02-11 10:34:07,120 - mmaction - INFO - Epoch [232][380/940] lr: 4.000e-04, eta: 9:01:42, time: 1.266, data_time: 0.075, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8617, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.3930 2022-02-11 10:34:32,511 - mmaction - INFO - Epoch [232][400/940] lr: 4.000e-04, eta: 9:01:13, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8598, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.4433 2022-02-11 10:34:57,966 - mmaction - INFO - Epoch [232][420/940] lr: 4.000e-04, eta: 9:00:45, time: 1.273, data_time: 0.069, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8582, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.4783 2022-02-11 10:35:23,388 - mmaction - INFO - Epoch [232][440/940] lr: 4.000e-04, eta: 9:00:16, time: 1.271, data_time: 0.075, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8670, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.4706 2022-02-11 10:35:48,619 - mmaction - INFO - Epoch [232][460/940] lr: 4.000e-04, eta: 8:59:47, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8588, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.4666 2022-02-11 10:36:14,021 - mmaction - INFO - Epoch [232][480/940] lr: 4.000e-04, eta: 8:59:19, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6994, top5_acc: 0.8723, loss_cls: 1.2595, loss: 1.2595, grad_norm: 4.3472 2022-02-11 10:36:39,359 - mmaction - INFO - Epoch [232][500/940] lr: 4.000e-04, eta: 8:58:50, time: 1.267, data_time: 0.078, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8643, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.4749 2022-02-11 10:37:04,757 - mmaction - INFO - Epoch [232][520/940] lr: 4.000e-04, eta: 8:58:22, time: 1.270, data_time: 0.062, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8568, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.5705 2022-02-11 10:37:30,167 - mmaction - INFO - Epoch [232][540/940] lr: 4.000e-04, eta: 8:57:53, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8613, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.3886 2022-02-11 10:37:55,493 - mmaction - INFO - Epoch [232][560/940] lr: 4.000e-04, eta: 8:57:25, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8602, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.4968 2022-02-11 10:38:20,869 - mmaction - INFO - Epoch [232][580/940] lr: 4.000e-04, eta: 8:56:56, time: 1.270, data_time: 0.073, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8574, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.6003 2022-02-11 10:38:46,198 - mmaction - INFO - Epoch [232][600/940] lr: 4.000e-04, eta: 8:56:28, time: 1.266, data_time: 0.077, memory: 9488, top1_acc: 0.6959, top5_acc: 0.8625, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.4469 2022-02-11 10:39:11,490 - mmaction - INFO - Epoch [232][620/940] lr: 4.000e-04, eta: 8:55:59, time: 1.264, data_time: 0.078, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8588, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.4531 2022-02-11 10:39:36,760 - mmaction - INFO - Epoch [232][640/940] lr: 4.000e-04, eta: 8:55:31, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.4254 2022-02-11 10:40:02,275 - mmaction - INFO - Epoch [232][660/940] lr: 4.000e-04, eta: 8:55:02, time: 1.276, data_time: 0.074, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8559, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.4732 2022-02-11 10:40:27,781 - mmaction - INFO - Epoch [232][680/940] lr: 4.000e-04, eta: 8:54:34, time: 1.276, data_time: 0.074, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8547, loss_cls: 1.3259, loss: 1.3259, grad_norm: 4.4655 2022-02-11 10:40:53,420 - mmaction - INFO - Epoch [232][700/940] lr: 4.000e-04, eta: 8:54:06, time: 1.281, data_time: 0.068, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8562, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.5378 2022-02-11 10:41:18,768 - mmaction - INFO - Epoch [232][720/940] lr: 4.000e-04, eta: 8:53:37, time: 1.267, data_time: 0.071, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8570, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.5173 2022-02-11 10:41:44,160 - mmaction - INFO - Epoch [232][740/940] lr: 4.000e-04, eta: 8:53:09, time: 1.270, data_time: 0.072, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8549, loss_cls: 1.3409, loss: 1.3409, grad_norm: 4.4880 2022-02-11 10:42:09,464 - mmaction - INFO - Epoch [232][760/940] lr: 4.000e-04, eta: 8:52:40, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8582, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.5144 2022-02-11 10:42:34,709 - mmaction - INFO - Epoch [232][780/940] lr: 4.000e-04, eta: 8:52:11, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8480, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.5200 2022-02-11 10:43:00,133 - mmaction - INFO - Epoch [232][800/940] lr: 4.000e-04, eta: 8:51:43, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.6951, top5_acc: 0.8656, loss_cls: 1.2664, loss: 1.2664, grad_norm: 4.3744 2022-02-11 10:43:25,459 - mmaction - INFO - Epoch [232][820/940] lr: 4.000e-04, eta: 8:51:15, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8604, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.4898 2022-02-11 10:43:50,699 - mmaction - INFO - Epoch [232][840/940] lr: 4.000e-04, eta: 8:50:46, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8537, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.5068 2022-02-11 10:44:16,134 - mmaction - INFO - Epoch [232][860/940] lr: 4.000e-04, eta: 8:50:18, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8568, loss_cls: 1.3512, loss: 1.3512, grad_norm: 4.5707 2022-02-11 10:44:41,252 - mmaction - INFO - Epoch [232][880/940] lr: 4.000e-04, eta: 8:49:49, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8539, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.6847 2022-02-11 10:45:06,517 - mmaction - INFO - Epoch [232][900/940] lr: 4.000e-04, eta: 8:49:20, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8604, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.5044 2022-02-11 10:45:31,724 - mmaction - INFO - Epoch [232][920/940] lr: 4.000e-04, eta: 8:48:52, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.5529 2022-02-11 10:45:55,661 - mmaction - INFO - Epoch [232][940/940] lr: 4.000e-04, eta: 8:48:23, time: 1.198, data_time: 0.061, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8515, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.5996 2022-02-11 10:48:33,473 - mmaction - INFO - Epoch [233][20/940] lr: 4.000e-04, eta: 8:48:13, time: 7.636, data_time: 6.365, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8582, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.5208 2022-02-11 10:48:57,055 - mmaction - INFO - Epoch [233][40/940] lr: 4.000e-04, eta: 8:47:44, time: 1.180, data_time: 0.048, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8574, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.5063 2022-02-11 10:49:20,929 - mmaction - INFO - Epoch [233][60/940] lr: 4.000e-04, eta: 8:47:15, time: 1.193, data_time: 0.041, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.6188 2022-02-11 10:49:45,375 - mmaction - INFO - Epoch [233][80/940] lr: 4.000e-04, eta: 8:46:46, time: 1.222, data_time: 0.049, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8672, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.5238 2022-02-11 10:50:09,873 - mmaction - INFO - Epoch [233][100/940] lr: 4.000e-04, eta: 8:46:18, time: 1.225, data_time: 0.048, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8549, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.5197 2022-02-11 10:50:34,800 - mmaction - INFO - Epoch [233][120/940] lr: 4.000e-04, eta: 8:45:49, time: 1.246, data_time: 0.053, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8662, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.3548 2022-02-11 10:50:59,886 - mmaction - INFO - Epoch [233][140/940] lr: 4.000e-04, eta: 8:45:21, time: 1.254, data_time: 0.058, memory: 9488, top1_acc: 0.6979, top5_acc: 0.8650, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.4424 2022-02-11 10:51:25,278 - mmaction - INFO - Epoch [233][160/940] lr: 4.000e-04, eta: 8:44:52, time: 1.270, data_time: 0.053, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8619, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.4583 2022-02-11 10:51:50,482 - mmaction - INFO - Epoch [233][180/940] lr: 4.000e-04, eta: 8:44:24, time: 1.260, data_time: 0.049, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8621, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.5571 2022-02-11 10:52:15,703 - mmaction - INFO - Epoch [233][200/940] lr: 4.000e-04, eta: 8:43:55, time: 1.261, data_time: 0.053, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8518, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.6436 2022-02-11 10:52:40,970 - mmaction - INFO - Epoch [233][220/940] lr: 4.000e-04, eta: 8:43:27, time: 1.264, data_time: 0.053, memory: 9488, top1_acc: 0.6777, top5_acc: 0.8623, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.4782 2022-02-11 10:53:06,279 - mmaction - INFO - Epoch [233][240/940] lr: 4.000e-04, eta: 8:42:58, time: 1.265, data_time: 0.051, memory: 9488, top1_acc: 0.6951, top5_acc: 0.8678, loss_cls: 1.2742, loss: 1.2742, grad_norm: 4.3779 2022-02-11 10:53:31,597 - mmaction - INFO - Epoch [233][260/940] lr: 4.000e-04, eta: 8:42:30, time: 1.266, data_time: 0.053, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8615, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.5206 2022-02-11 10:53:56,936 - mmaction - INFO - Epoch [233][280/940] lr: 4.000e-04, eta: 8:42:01, time: 1.267, data_time: 0.058, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8600, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.5893 2022-02-11 10:54:22,014 - mmaction - INFO - Epoch [233][300/940] lr: 4.000e-04, eta: 8:41:33, time: 1.254, data_time: 0.056, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8637, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.4534 2022-02-11 10:54:47,264 - mmaction - INFO - Epoch [233][320/940] lr: 4.000e-04, eta: 8:41:04, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8658, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.4359 2022-02-11 10:55:12,252 - mmaction - INFO - Epoch [233][340/940] lr: 4.000e-04, eta: 8:40:36, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8582, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.4627 2022-02-11 10:55:37,636 - mmaction - INFO - Epoch [233][360/940] lr: 4.000e-04, eta: 8:40:07, time: 1.269, data_time: 0.060, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.5432 2022-02-11 10:56:02,766 - mmaction - INFO - Epoch [233][380/940] lr: 4.000e-04, eta: 8:39:39, time: 1.257, data_time: 0.046, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8533, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.5935 2022-02-11 10:56:27,811 - mmaction - INFO - Epoch [233][400/940] lr: 4.000e-04, eta: 8:39:10, time: 1.252, data_time: 0.056, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8670, loss_cls: 1.2955, loss: 1.2955, grad_norm: 4.5194 2022-02-11 10:56:52,955 - mmaction - INFO - Epoch [233][420/940] lr: 4.000e-04, eta: 8:38:42, time: 1.257, data_time: 0.054, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8596, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.4694 2022-02-11 10:57:18,272 - mmaction - INFO - Epoch [233][440/940] lr: 4.000e-04, eta: 8:38:13, time: 1.267, data_time: 0.066, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.5340 2022-02-11 10:57:43,377 - mmaction - INFO - Epoch [233][460/940] lr: 4.000e-04, eta: 8:37:44, time: 1.254, data_time: 0.056, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8609, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.5114 2022-02-11 10:58:08,381 - mmaction - INFO - Epoch [233][480/940] lr: 4.000e-04, eta: 8:37:16, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8525, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.5165 2022-02-11 10:58:33,448 - mmaction - INFO - Epoch [233][500/940] lr: 4.000e-04, eta: 8:36:47, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8609, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.5080 2022-02-11 10:58:58,784 - mmaction - INFO - Epoch [233][520/940] lr: 4.000e-04, eta: 8:36:19, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8621, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.5024 2022-02-11 10:59:24,064 - mmaction - INFO - Epoch [233][540/940] lr: 4.000e-04, eta: 8:35:50, time: 1.264, data_time: 0.063, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8617, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.5914 2022-02-11 10:59:49,326 - mmaction - INFO - Epoch [233][560/940] lr: 4.000e-04, eta: 8:35:22, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.5036 2022-02-11 11:00:14,942 - mmaction - INFO - Epoch [233][580/940] lr: 4.000e-04, eta: 8:34:54, time: 1.281, data_time: 0.068, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8523, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.5228 2022-02-11 11:00:40,327 - mmaction - INFO - Epoch [233][600/940] lr: 4.000e-04, eta: 8:34:25, time: 1.269, data_time: 0.070, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8549, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.4776 2022-02-11 11:01:05,500 - mmaction - INFO - Epoch [233][620/940] lr: 4.000e-04, eta: 8:33:57, time: 1.258, data_time: 0.058, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8547, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.5757 2022-02-11 11:01:30,852 - mmaction - INFO - Epoch [233][640/940] lr: 4.000e-04, eta: 8:33:28, time: 1.267, data_time: 0.061, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8551, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.4748 2022-02-11 11:01:56,232 - mmaction - INFO - Epoch [233][660/940] lr: 4.000e-04, eta: 8:33:00, time: 1.269, data_time: 0.062, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8623, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.4626 2022-02-11 11:02:21,329 - mmaction - INFO - Epoch [233][680/940] lr: 4.000e-04, eta: 8:32:31, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8582, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.4716 2022-02-11 11:02:46,634 - mmaction - INFO - Epoch [233][700/940] lr: 4.000e-04, eta: 8:32:03, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8574, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.4988 2022-02-11 11:03:11,886 - mmaction - INFO - Epoch [233][720/940] lr: 4.000e-04, eta: 8:31:34, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8652, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.4492 2022-02-11 11:03:36,961 - mmaction - INFO - Epoch [233][740/940] lr: 4.000e-04, eta: 8:31:06, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8533, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.5338 2022-02-11 11:04:02,067 - mmaction - INFO - Epoch [233][760/940] lr: 4.000e-04, eta: 8:30:37, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8566, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.4560 2022-02-11 11:04:27,264 - mmaction - INFO - Epoch [233][780/940] lr: 4.000e-04, eta: 8:30:09, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8545, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.5004 2022-02-11 11:04:52,579 - mmaction - INFO - Epoch [233][800/940] lr: 4.000e-04, eta: 8:29:40, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8598, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.4485 2022-02-11 11:05:18,362 - mmaction - INFO - Epoch [233][820/940] lr: 4.000e-04, eta: 8:29:12, time: 1.289, data_time: 0.073, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8600, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.5680 2022-02-11 11:05:43,594 - mmaction - INFO - Epoch [233][840/940] lr: 4.000e-04, eta: 8:28:43, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8629, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.4841 2022-02-11 11:06:09,058 - mmaction - INFO - Epoch [233][860/940] lr: 4.000e-04, eta: 8:28:15, time: 1.273, data_time: 0.077, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8588, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.5209 2022-02-11 11:06:34,074 - mmaction - INFO - Epoch [233][880/940] lr: 4.000e-04, eta: 8:27:46, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8529, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.5820 2022-02-11 11:06:59,431 - mmaction - INFO - Epoch [233][900/940] lr: 4.000e-04, eta: 8:27:18, time: 1.269, data_time: 0.072, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.5096 2022-02-11 11:07:24,843 - mmaction - INFO - Epoch [233][920/940] lr: 4.000e-04, eta: 8:26:49, time: 1.270, data_time: 0.070, memory: 9488, top1_acc: 0.6990, top5_acc: 0.8635, loss_cls: 1.2839, loss: 1.2839, grad_norm: 4.3592 2022-02-11 11:07:48,725 - mmaction - INFO - Epoch [233][940/940] lr: 4.000e-04, eta: 8:26:21, time: 1.195, data_time: 0.057, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.6321 2022-02-11 11:10:29,326 - mmaction - INFO - Epoch [234][20/940] lr: 4.000e-04, eta: 8:26:10, time: 7.851, data_time: 6.206, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8686, loss_cls: 1.2675, loss: 1.2675, grad_norm: 4.4359 2022-02-11 11:10:52,858 - mmaction - INFO - Epoch [234][40/940] lr: 4.000e-04, eta: 8:25:41, time: 1.177, data_time: 0.041, memory: 9488, top1_acc: 0.6730, top5_acc: 0.8520, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.4851 2022-02-11 11:11:16,692 - mmaction - INFO - Epoch [234][60/940] lr: 4.000e-04, eta: 8:25:12, time: 1.192, data_time: 0.043, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8584, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.4532 2022-02-11 11:11:41,085 - mmaction - INFO - Epoch [234][80/940] lr: 4.000e-04, eta: 8:24:44, time: 1.220, data_time: 0.044, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8600, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.5568 2022-02-11 11:12:05,861 - mmaction - INFO - Epoch [234][100/940] lr: 4.000e-04, eta: 8:24:15, time: 1.239, data_time: 0.052, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8553, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.5019 2022-02-11 11:12:30,600 - mmaction - INFO - Epoch [234][120/940] lr: 4.000e-04, eta: 8:23:46, time: 1.237, data_time: 0.053, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8559, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.4143 2022-02-11 11:12:55,660 - mmaction - INFO - Epoch [234][140/940] lr: 4.000e-04, eta: 8:23:18, time: 1.253, data_time: 0.048, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8592, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.4635 2022-02-11 11:13:20,884 - mmaction - INFO - Epoch [234][160/940] lr: 4.000e-04, eta: 8:22:49, time: 1.261, data_time: 0.056, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8660, loss_cls: 1.2867, loss: 1.2867, grad_norm: 4.3962 2022-02-11 11:13:46,064 - mmaction - INFO - Epoch [234][180/940] lr: 4.000e-04, eta: 8:22:21, time: 1.259, data_time: 0.053, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8578, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.4859 2022-02-11 11:14:11,569 - mmaction - INFO - Epoch [234][200/940] lr: 4.000e-04, eta: 8:21:52, time: 1.275, data_time: 0.061, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8654, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.5308 2022-02-11 11:14:36,808 - mmaction - INFO - Epoch [234][220/940] lr: 4.000e-04, eta: 8:21:24, time: 1.262, data_time: 0.052, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8590, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.5017 2022-02-11 11:15:02,278 - mmaction - INFO - Epoch [234][240/940] lr: 4.000e-04, eta: 8:20:55, time: 1.274, data_time: 0.060, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8557, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.5062 2022-02-11 11:15:27,683 - mmaction - INFO - Epoch [234][260/940] lr: 4.000e-04, eta: 8:20:27, time: 1.270, data_time: 0.066, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8648, loss_cls: 1.2780, loss: 1.2780, grad_norm: 4.3584 2022-02-11 11:15:53,096 - mmaction - INFO - Epoch [234][280/940] lr: 4.000e-04, eta: 8:19:59, time: 1.270, data_time: 0.058, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8666, loss_cls: 1.3016, loss: 1.3016, grad_norm: 4.5600 2022-02-11 11:16:18,427 - mmaction - INFO - Epoch [234][300/940] lr: 4.000e-04, eta: 8:19:30, time: 1.267, data_time: 0.065, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8656, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.5722 2022-02-11 11:16:43,585 - mmaction - INFO - Epoch [234][320/940] lr: 4.000e-04, eta: 8:19:02, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8514, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.5197 2022-02-11 11:17:08,714 - mmaction - INFO - Epoch [234][340/940] lr: 4.000e-04, eta: 8:18:33, time: 1.257, data_time: 0.067, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8549, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.4780 2022-02-11 11:17:34,272 - mmaction - INFO - Epoch [234][360/940] lr: 4.000e-04, eta: 8:18:05, time: 1.279, data_time: 0.063, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8543, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.5221 2022-02-11 11:17:59,756 - mmaction - INFO - Epoch [234][380/940] lr: 4.000e-04, eta: 8:17:36, time: 1.273, data_time: 0.061, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8629, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.4659 2022-02-11 11:18:25,022 - mmaction - INFO - Epoch [234][400/940] lr: 4.000e-04, eta: 8:17:08, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8562, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.4652 2022-02-11 11:18:50,345 - mmaction - INFO - Epoch [234][420/940] lr: 4.000e-04, eta: 8:16:39, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8557, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.5685 2022-02-11 11:19:15,810 - mmaction - INFO - Epoch [234][440/940] lr: 4.000e-04, eta: 8:16:11, time: 1.273, data_time: 0.074, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8631, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.4163 2022-02-11 11:19:41,283 - mmaction - INFO - Epoch [234][460/940] lr: 4.000e-04, eta: 8:15:42, time: 1.274, data_time: 0.057, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.5436 2022-02-11 11:20:07,293 - mmaction - INFO - Epoch [234][480/940] lr: 4.000e-04, eta: 8:15:14, time: 1.300, data_time: 0.071, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8637, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.4929 2022-02-11 11:20:32,318 - mmaction - INFO - Epoch [234][500/940] lr: 4.000e-04, eta: 8:14:45, time: 1.251, data_time: 0.054, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8559, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.5393 2022-02-11 11:20:57,548 - mmaction - INFO - Epoch [234][520/940] lr: 4.000e-04, eta: 8:14:17, time: 1.262, data_time: 0.055, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8516, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.5134 2022-02-11 11:21:22,958 - mmaction - INFO - Epoch [234][540/940] lr: 4.000e-04, eta: 8:13:48, time: 1.270, data_time: 0.067, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8523, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.5281 2022-02-11 11:21:48,330 - mmaction - INFO - Epoch [234][560/940] lr: 4.000e-04, eta: 8:13:20, time: 1.269, data_time: 0.067, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8582, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.4113 2022-02-11 11:22:13,655 - mmaction - INFO - Epoch [234][580/940] lr: 4.000e-04, eta: 8:12:51, time: 1.266, data_time: 0.065, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8623, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.4607 2022-02-11 11:22:38,902 - mmaction - INFO - Epoch [234][600/940] lr: 4.000e-04, eta: 8:12:23, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8592, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.5667 2022-02-11 11:23:04,296 - mmaction - INFO - Epoch [234][620/940] lr: 4.000e-04, eta: 8:11:55, time: 1.270, data_time: 0.054, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8604, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.4663 2022-02-11 11:23:29,787 - mmaction - INFO - Epoch [234][640/940] lr: 4.000e-04, eta: 8:11:26, time: 1.275, data_time: 0.068, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8561, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.4383 2022-02-11 11:23:55,067 - mmaction - INFO - Epoch [234][660/940] lr: 4.000e-04, eta: 8:10:58, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8576, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.5117 2022-02-11 11:24:20,315 - mmaction - INFO - Epoch [234][680/940] lr: 4.000e-04, eta: 8:10:29, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8621, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.4855 2022-02-11 11:24:45,236 - mmaction - INFO - Epoch [234][700/940] lr: 4.000e-04, eta: 8:10:01, time: 1.247, data_time: 0.070, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8686, loss_cls: 1.2679, loss: 1.2679, grad_norm: 4.4486 2022-02-11 11:25:10,473 - mmaction - INFO - Epoch [234][720/940] lr: 4.000e-04, eta: 8:09:32, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8580, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.5120 2022-02-11 11:25:35,661 - mmaction - INFO - Epoch [234][740/940] lr: 4.000e-04, eta: 8:09:04, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8609, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.4679 2022-02-11 11:26:00,918 - mmaction - INFO - Epoch [234][760/940] lr: 4.000e-04, eta: 8:08:35, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8598, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.5437 2022-02-11 11:26:25,964 - mmaction - INFO - Epoch [234][780/940] lr: 4.000e-04, eta: 8:08:07, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.6676, top5_acc: 0.8518, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.6101 2022-02-11 11:26:51,253 - mmaction - INFO - Epoch [234][800/940] lr: 4.000e-04, eta: 8:07:38, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8639, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.4132 2022-02-11 11:27:16,621 - mmaction - INFO - Epoch [234][820/940] lr: 4.000e-04, eta: 8:07:10, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8580, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.4909 2022-02-11 11:27:41,819 - mmaction - INFO - Epoch [234][840/940] lr: 4.000e-04, eta: 8:06:41, time: 1.260, data_time: 0.064, memory: 9488, top1_acc: 0.7004, top5_acc: 0.8703, loss_cls: 1.2473, loss: 1.2473, grad_norm: 4.3953 2022-02-11 11:28:07,257 - mmaction - INFO - Epoch [234][860/940] lr: 4.000e-04, eta: 8:06:13, time: 1.271, data_time: 0.066, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8484, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.5097 2022-02-11 11:28:32,444 - mmaction - INFO - Epoch [234][880/940] lr: 4.000e-04, eta: 8:05:44, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8627, loss_cls: 1.3147, loss: 1.3147, grad_norm: 4.4680 2022-02-11 11:28:57,400 - mmaction - INFO - Epoch [234][900/940] lr: 4.000e-04, eta: 8:05:16, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8506, loss_cls: 1.3659, loss: 1.3659, grad_norm: 4.5620 2022-02-11 11:29:22,786 - mmaction - INFO - Epoch [234][920/940] lr: 4.000e-04, eta: 8:04:47, time: 1.270, data_time: 0.060, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.4891 2022-02-11 11:29:46,456 - mmaction - INFO - Epoch [234][940/940] lr: 4.000e-04, eta: 8:04:19, time: 1.183, data_time: 0.056, memory: 9488, top1_acc: 0.6745, top5_acc: 0.8466, loss_cls: 1.3945, loss: 1.3945, grad_norm: 4.5700 2022-02-11 11:32:24,641 - mmaction - INFO - Epoch [235][20/940] lr: 4.000e-04, eta: 8:04:07, time: 7.703, data_time: 5.917, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8525, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.4760 2022-02-11 11:32:48,353 - mmaction - INFO - Epoch [235][40/940] lr: 4.000e-04, eta: 8:03:38, time: 1.186, data_time: 0.048, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8588, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.4809 2022-02-11 11:33:12,502 - mmaction - INFO - Epoch [235][60/940] lr: 4.000e-04, eta: 8:03:09, time: 1.208, data_time: 0.050, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8631, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.4541 2022-02-11 11:33:36,764 - mmaction - INFO - Epoch [235][80/940] lr: 4.000e-04, eta: 8:02:41, time: 1.213, data_time: 0.046, memory: 9488, top1_acc: 0.6961, top5_acc: 0.8639, loss_cls: 1.2779, loss: 1.2779, grad_norm: 4.4236 2022-02-11 11:34:01,505 - mmaction - INFO - Epoch [235][100/940] lr: 4.000e-04, eta: 8:02:12, time: 1.238, data_time: 0.065, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.5160 2022-02-11 11:34:26,401 - mmaction - INFO - Epoch [235][120/940] lr: 4.000e-04, eta: 8:01:44, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8557, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.4621 2022-02-11 11:34:51,256 - mmaction - INFO - Epoch [235][140/940] lr: 4.000e-04, eta: 8:01:15, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.6742, top5_acc: 0.8496, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.5905 2022-02-11 11:35:16,057 - mmaction - INFO - Epoch [235][160/940] lr: 4.000e-04, eta: 8:00:47, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8627, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.5032 2022-02-11 11:35:41,194 - mmaction - INFO - Epoch [235][180/940] lr: 4.000e-04, eta: 8:00:18, time: 1.257, data_time: 0.060, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8545, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.5662 2022-02-11 11:36:06,236 - mmaction - INFO - Epoch [235][200/940] lr: 4.000e-04, eta: 7:59:50, time: 1.252, data_time: 0.053, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8740, loss_cls: 1.2625, loss: 1.2625, grad_norm: 4.5162 2022-02-11 11:36:31,503 - mmaction - INFO - Epoch [235][220/940] lr: 4.000e-04, eta: 7:59:21, time: 1.263, data_time: 0.063, memory: 9488, top1_acc: 0.6770, top5_acc: 0.8521, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.4742 2022-02-11 11:36:56,748 - mmaction - INFO - Epoch [235][240/940] lr: 4.000e-04, eta: 7:58:53, time: 1.262, data_time: 0.061, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8613, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.4580 2022-02-11 11:37:21,938 - mmaction - INFO - Epoch [235][260/940] lr: 4.000e-04, eta: 7:58:24, time: 1.259, data_time: 0.060, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.4952 2022-02-11 11:37:47,195 - mmaction - INFO - Epoch [235][280/940] lr: 4.000e-04, eta: 7:57:56, time: 1.263, data_time: 0.060, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.4965 2022-02-11 11:38:12,423 - mmaction - INFO - Epoch [235][300/940] lr: 4.000e-04, eta: 7:57:27, time: 1.261, data_time: 0.063, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.5555 2022-02-11 11:38:37,883 - mmaction - INFO - Epoch [235][320/940] lr: 4.000e-04, eta: 7:56:59, time: 1.273, data_time: 0.063, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8592, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.5944 2022-02-11 11:39:03,193 - mmaction - INFO - Epoch [235][340/940] lr: 4.000e-04, eta: 7:56:30, time: 1.266, data_time: 0.067, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8549, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.5337 2022-02-11 11:39:28,395 - mmaction - INFO - Epoch [235][360/940] lr: 4.000e-04, eta: 7:56:02, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8602, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.5101 2022-02-11 11:39:53,853 - mmaction - INFO - Epoch [235][380/940] lr: 4.000e-04, eta: 7:55:33, time: 1.273, data_time: 0.067, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.4962 2022-02-11 11:40:19,221 - mmaction - INFO - Epoch [235][400/940] lr: 4.000e-04, eta: 7:55:05, time: 1.268, data_time: 0.063, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.5217 2022-02-11 11:40:44,565 - mmaction - INFO - Epoch [235][420/940] lr: 4.000e-04, eta: 7:54:36, time: 1.267, data_time: 0.073, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.6184 2022-02-11 11:41:09,788 - mmaction - INFO - Epoch [235][440/940] lr: 4.000e-04, eta: 7:54:08, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8582, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.5844 2022-02-11 11:41:35,196 - mmaction - INFO - Epoch [235][460/940] lr: 4.000e-04, eta: 7:53:40, time: 1.270, data_time: 0.077, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8518, loss_cls: 1.3827, loss: 1.3827, grad_norm: 4.5985 2022-02-11 11:42:00,483 - mmaction - INFO - Epoch [235][480/940] lr: 4.000e-04, eta: 7:53:11, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8580, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.5632 2022-02-11 11:42:25,633 - mmaction - INFO - Epoch [235][500/940] lr: 4.000e-04, eta: 7:52:43, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8643, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.5321 2022-02-11 11:42:50,763 - mmaction - INFO - Epoch [235][520/940] lr: 4.000e-04, eta: 7:52:14, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.5647 2022-02-11 11:43:16,316 - mmaction - INFO - Epoch [235][540/940] lr: 4.000e-04, eta: 7:51:46, time: 1.278, data_time: 0.073, memory: 9488, top1_acc: 0.6723, top5_acc: 0.8518, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.6054 2022-02-11 11:43:41,486 - mmaction - INFO - Epoch [235][560/940] lr: 4.000e-04, eta: 7:51:17, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8504, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.5620 2022-02-11 11:44:06,605 - mmaction - INFO - Epoch [235][580/940] lr: 4.000e-04, eta: 7:50:49, time: 1.256, data_time: 0.066, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.5324 2022-02-11 11:44:31,929 - mmaction - INFO - Epoch [235][600/940] lr: 4.000e-04, eta: 7:50:20, time: 1.267, data_time: 0.067, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8674, loss_cls: 1.3100, loss: 1.3100, grad_norm: 4.5717 2022-02-11 11:44:57,211 - mmaction - INFO - Epoch [235][620/940] lr: 4.000e-04, eta: 7:49:52, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8604, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.5313 2022-02-11 11:45:22,582 - mmaction - INFO - Epoch [235][640/940] lr: 4.000e-04, eta: 7:49:23, time: 1.268, data_time: 0.065, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8666, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.4306 2022-02-11 11:45:48,161 - mmaction - INFO - Epoch [235][660/940] lr: 4.000e-04, eta: 7:48:55, time: 1.279, data_time: 0.078, memory: 9488, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2588, loss: 1.2588, grad_norm: 4.4449 2022-02-11 11:46:13,861 - mmaction - INFO - Epoch [235][680/940] lr: 4.000e-04, eta: 7:48:27, time: 1.285, data_time: 0.071, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8650, loss_cls: 1.2821, loss: 1.2821, grad_norm: 4.4372 2022-02-11 11:46:39,187 - mmaction - INFO - Epoch [235][700/940] lr: 4.000e-04, eta: 7:47:58, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8584, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.5266 2022-02-11 11:47:04,497 - mmaction - INFO - Epoch [235][720/940] lr: 4.000e-04, eta: 7:47:30, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8602, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.5442 2022-02-11 11:47:29,736 - mmaction - INFO - Epoch [235][740/940] lr: 4.000e-04, eta: 7:47:01, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8629, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.5364 2022-02-11 11:47:55,506 - mmaction - INFO - Epoch [235][760/940] lr: 4.000e-04, eta: 7:46:33, time: 1.288, data_time: 0.081, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8510, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.6223 2022-02-11 11:48:20,584 - mmaction - INFO - Epoch [235][780/940] lr: 4.000e-04, eta: 7:46:04, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8537, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.5588 2022-02-11 11:48:46,123 - mmaction - INFO - Epoch [235][800/940] lr: 4.000e-04, eta: 7:45:36, time: 1.277, data_time: 0.080, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8688, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.4881 2022-02-11 11:49:11,726 - mmaction - INFO - Epoch [235][820/940] lr: 4.000e-04, eta: 7:45:08, time: 1.280, data_time: 0.082, memory: 9488, top1_acc: 0.6990, top5_acc: 0.8648, loss_cls: 1.2739, loss: 1.2739, grad_norm: 4.4805 2022-02-11 11:49:36,954 - mmaction - INFO - Epoch [235][840/940] lr: 4.000e-04, eta: 7:44:39, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8604, loss_cls: 1.3191, loss: 1.3191, grad_norm: 4.4745 2022-02-11 11:50:02,538 - mmaction - INFO - Epoch [235][860/940] lr: 4.000e-04, eta: 7:44:11, time: 1.279, data_time: 0.082, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8492, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.5327 2022-02-11 11:50:27,586 - mmaction - INFO - Epoch [235][880/940] lr: 4.000e-04, eta: 7:43:42, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8580, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.5772 2022-02-11 11:50:53,364 - mmaction - INFO - Epoch [235][900/940] lr: 4.000e-04, eta: 7:43:14, time: 1.289, data_time: 0.083, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8627, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.4542 2022-02-11 11:51:18,470 - mmaction - INFO - Epoch [235][920/940] lr: 4.000e-04, eta: 7:42:45, time: 1.255, data_time: 0.083, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8529, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.5581 2022-02-11 11:51:42,436 - mmaction - INFO - Epoch [235][940/940] lr: 4.000e-04, eta: 7:42:17, time: 1.199, data_time: 0.068, memory: 9488, top1_acc: 0.6954, top5_acc: 0.8644, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.4306 2022-02-11 11:51:46,926 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 11:51:46,934 - mmaction - INFO - 110 BN found 2022-02-11 11:55:44,022 - mmaction - INFO - BN stats updated 2022-02-11 11:55:46,026 - mmaction - INFO - Saving checkpoint at 235 epochs 2022-02-11 11:58:47,868 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 11:58:48,634 - mmaction - INFO - top1_acc 0.6948 top5_acc 0.8867 2022-02-11 11:58:48,635 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 11:58:48,668 - mmaction - INFO - mean_acc 0.6948 2022-02-11 11:58:48,676 - mmaction - INFO - Epoch(val) [235][78] top1_acc: 0.6948, top5_acc: 0.8867, mean_class_accuracy: 0.6948 2022-02-11 12:01:25,563 - mmaction - INFO - Epoch [236][20/940] lr: 4.000e-04, eta: 7:42:04, time: 7.843, data_time: 6.251, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8621, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.4996 2022-02-11 12:01:49,171 - mmaction - INFO - Epoch [236][40/940] lr: 4.000e-04, eta: 7:41:36, time: 1.180, data_time: 0.051, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8641, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.4283 2022-02-11 12:02:12,747 - mmaction - INFO - Epoch [236][60/940] lr: 4.000e-04, eta: 7:41:07, time: 1.179, data_time: 0.047, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8605, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.5446 2022-02-11 12:02:36,483 - mmaction - INFO - Epoch [236][80/940] lr: 4.000e-04, eta: 7:40:38, time: 1.187, data_time: 0.048, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8629, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.5687 2022-02-11 12:03:00,386 - mmaction - INFO - Epoch [236][100/940] lr: 4.000e-04, eta: 7:40:10, time: 1.195, data_time: 0.048, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.5441 2022-02-11 12:03:24,738 - mmaction - INFO - Epoch [236][120/940] lr: 4.000e-04, eta: 7:39:41, time: 1.218, data_time: 0.050, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8537, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.6169 2022-02-11 12:03:49,091 - mmaction - INFO - Epoch [236][140/940] lr: 4.000e-04, eta: 7:39:12, time: 1.218, data_time: 0.055, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8527, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.5133 2022-02-11 12:04:13,670 - mmaction - INFO - Epoch [236][160/940] lr: 4.000e-04, eta: 7:38:44, time: 1.228, data_time: 0.057, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8572, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.5180 2022-02-11 12:04:38,715 - mmaction - INFO - Epoch [236][180/940] lr: 4.000e-04, eta: 7:38:15, time: 1.252, data_time: 0.053, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8582, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.5934 2022-02-11 12:05:03,647 - mmaction - INFO - Epoch [236][200/940] lr: 4.000e-04, eta: 7:37:47, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8582, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.4562 2022-02-11 12:05:28,401 - mmaction - INFO - Epoch [236][220/940] lr: 4.000e-04, eta: 7:37:18, time: 1.238, data_time: 0.055, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8592, loss_cls: 1.2954, loss: 1.2954, grad_norm: 4.4981 2022-02-11 12:05:53,187 - mmaction - INFO - Epoch [236][240/940] lr: 4.000e-04, eta: 7:36:50, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.6734, top5_acc: 0.8598, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.6587 2022-02-11 12:06:17,986 - mmaction - INFO - Epoch [236][260/940] lr: 4.000e-04, eta: 7:36:21, time: 1.240, data_time: 0.055, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8627, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.5746 2022-02-11 12:06:42,629 - mmaction - INFO - Epoch [236][280/940] lr: 4.000e-04, eta: 7:35:53, time: 1.233, data_time: 0.059, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.5593 2022-02-11 12:07:07,757 - mmaction - INFO - Epoch [236][300/940] lr: 4.000e-04, eta: 7:35:24, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8660, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5584 2022-02-11 12:07:33,033 - mmaction - INFO - Epoch [236][320/940] lr: 4.000e-04, eta: 7:34:56, time: 1.264, data_time: 0.072, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8523, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.5371 2022-02-11 12:07:57,796 - mmaction - INFO - Epoch [236][340/940] lr: 4.000e-04, eta: 7:34:27, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8609, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.4977 2022-02-11 12:08:23,138 - mmaction - INFO - Epoch [236][360/940] lr: 4.000e-04, eta: 7:33:59, time: 1.267, data_time: 0.062, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8584, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.5819 2022-02-11 12:08:47,873 - mmaction - INFO - Epoch [236][380/940] lr: 4.000e-04, eta: 7:33:31, time: 1.236, data_time: 0.060, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8635, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.5616 2022-02-11 12:09:12,974 - mmaction - INFO - Epoch [236][400/940] lr: 4.000e-04, eta: 7:33:02, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8619, loss_cls: 1.2847, loss: 1.2847, grad_norm: 4.5198 2022-02-11 12:09:38,211 - mmaction - INFO - Epoch [236][420/940] lr: 4.000e-04, eta: 7:32:34, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.7002, top5_acc: 0.8594, loss_cls: 1.2819, loss: 1.2819, grad_norm: 4.4814 2022-02-11 12:10:03,041 - mmaction - INFO - Epoch [236][440/940] lr: 4.000e-04, eta: 7:32:05, time: 1.242, data_time: 0.066, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8635, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.6109 2022-02-11 12:10:27,744 - mmaction - INFO - Epoch [236][460/940] lr: 4.000e-04, eta: 7:31:37, time: 1.235, data_time: 0.055, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8592, loss_cls: 1.3016, loss: 1.3016, grad_norm: 4.4620 2022-02-11 12:10:52,989 - mmaction - INFO - Epoch [236][480/940] lr: 4.000e-04, eta: 7:31:08, time: 1.263, data_time: 0.067, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8510, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.6146 2022-02-11 12:11:17,976 - mmaction - INFO - Epoch [236][500/940] lr: 4.000e-04, eta: 7:30:40, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8650, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.4569 2022-02-11 12:11:43,295 - mmaction - INFO - Epoch [236][520/940] lr: 4.000e-04, eta: 7:30:11, time: 1.266, data_time: 0.073, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8568, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.4593 2022-02-11 12:12:08,403 - mmaction - INFO - Epoch [236][540/940] lr: 4.000e-04, eta: 7:29:43, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8580, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.5348 2022-02-11 12:12:33,559 - mmaction - INFO - Epoch [236][560/940] lr: 4.000e-04, eta: 7:29:14, time: 1.258, data_time: 0.074, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8613, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.5305 2022-02-11 12:12:58,595 - mmaction - INFO - Epoch [236][580/940] lr: 4.000e-04, eta: 7:28:46, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8609, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.6555 2022-02-11 12:13:23,587 - mmaction - INFO - Epoch [236][600/940] lr: 4.000e-04, eta: 7:28:17, time: 1.250, data_time: 0.068, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8600, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.4933 2022-02-11 12:13:48,992 - mmaction - INFO - Epoch [236][620/940] lr: 4.000e-04, eta: 7:27:49, time: 1.270, data_time: 0.075, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8650, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.4856 2022-02-11 12:14:14,255 - mmaction - INFO - Epoch [236][640/940] lr: 4.000e-04, eta: 7:27:21, time: 1.264, data_time: 0.080, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8602, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.6191 2022-02-11 12:14:39,507 - mmaction - INFO - Epoch [236][660/940] lr: 4.000e-04, eta: 7:26:52, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8529, loss_cls: 1.3517, loss: 1.3517, grad_norm: 4.5472 2022-02-11 12:15:04,839 - mmaction - INFO - Epoch [236][680/940] lr: 4.000e-04, eta: 7:26:24, time: 1.267, data_time: 0.075, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8566, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.6264 2022-02-11 12:15:29,841 - mmaction - INFO - Epoch [236][700/940] lr: 4.000e-04, eta: 7:25:55, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8574, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.5253 2022-02-11 12:15:54,901 - mmaction - INFO - Epoch [236][720/940] lr: 4.000e-04, eta: 7:25:27, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8613, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.5562 2022-02-11 12:16:19,994 - mmaction - INFO - Epoch [236][740/940] lr: 4.000e-04, eta: 7:24:58, time: 1.254, data_time: 0.060, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8564, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.5958 2022-02-11 12:16:45,485 - mmaction - INFO - Epoch [236][760/940] lr: 4.000e-04, eta: 7:24:30, time: 1.274, data_time: 0.075, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8631, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.5565 2022-02-11 12:17:10,735 - mmaction - INFO - Epoch [236][780/940] lr: 4.000e-04, eta: 7:24:02, time: 1.263, data_time: 0.064, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8619, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.4886 2022-02-11 12:17:36,179 - mmaction - INFO - Epoch [236][800/940] lr: 4.000e-04, eta: 7:23:33, time: 1.272, data_time: 0.078, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8559, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.5375 2022-02-11 12:18:01,482 - mmaction - INFO - Epoch [236][820/940] lr: 4.000e-04, eta: 7:23:05, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8623, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.4208 2022-02-11 12:18:26,275 - mmaction - INFO - Epoch [236][840/940] lr: 4.000e-04, eta: 7:22:36, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8531, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.5340 2022-02-11 12:18:51,467 - mmaction - INFO - Epoch [236][860/940] lr: 4.000e-04, eta: 7:22:08, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8527, loss_cls: 1.3555, loss: 1.3555, grad_norm: 4.6250 2022-02-11 12:19:16,738 - mmaction - INFO - Epoch [236][880/940] lr: 4.000e-04, eta: 7:21:39, time: 1.263, data_time: 0.071, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8676, loss_cls: 1.2867, loss: 1.2867, grad_norm: 4.5007 2022-02-11 12:19:42,292 - mmaction - INFO - Epoch [236][900/940] lr: 4.000e-04, eta: 7:21:11, time: 1.278, data_time: 0.073, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8576, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.4728 2022-02-11 12:20:07,607 - mmaction - INFO - Epoch [236][920/940] lr: 4.000e-04, eta: 7:20:43, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8604, loss_cls: 1.2850, loss: 1.2850, grad_norm: 4.4878 2022-02-11 12:20:31,628 - mmaction - INFO - Epoch [236][940/940] lr: 4.000e-04, eta: 7:20:14, time: 1.201, data_time: 0.055, memory: 9488, top1_acc: 0.6792, top5_acc: 0.8573, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.5640 2022-02-11 12:22:59,361 - mmaction - INFO - Epoch [237][20/940] lr: 4.000e-04, eta: 7:19:59, time: 7.284, data_time: 5.638, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3100, loss: 1.3100, grad_norm: 4.5479 2022-02-11 12:23:23,077 - mmaction - INFO - Epoch [237][40/940] lr: 4.000e-04, eta: 7:19:31, time: 1.186, data_time: 0.051, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8533, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.5326 2022-02-11 12:23:46,574 - mmaction - INFO - Epoch [237][60/940] lr: 4.000e-04, eta: 7:19:02, time: 1.175, data_time: 0.046, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8512, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.5312 2022-02-11 12:24:10,578 - mmaction - INFO - Epoch [237][80/940] lr: 4.000e-04, eta: 7:18:33, time: 1.201, data_time: 0.048, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8531, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.5350 2022-02-11 12:24:35,130 - mmaction - INFO - Epoch [237][100/940] lr: 4.000e-04, eta: 7:18:05, time: 1.227, data_time: 0.045, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8484, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.5399 2022-02-11 12:24:59,841 - mmaction - INFO - Epoch [237][120/940] lr: 4.000e-04, eta: 7:17:36, time: 1.236, data_time: 0.054, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.5579 2022-02-11 12:25:24,495 - mmaction - INFO - Epoch [237][140/940] lr: 4.000e-04, eta: 7:17:08, time: 1.233, data_time: 0.049, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8641, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.4336 2022-02-11 12:25:49,476 - mmaction - INFO - Epoch [237][160/940] lr: 4.000e-04, eta: 7:16:39, time: 1.249, data_time: 0.051, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8611, loss_cls: 1.2927, loss: 1.2927, grad_norm: 4.5451 2022-02-11 12:26:14,358 - mmaction - INFO - Epoch [237][180/940] lr: 4.000e-04, eta: 7:16:11, time: 1.244, data_time: 0.048, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8670, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.5656 2022-02-11 12:26:39,404 - mmaction - INFO - Epoch [237][200/940] lr: 4.000e-04, eta: 7:15:42, time: 1.252, data_time: 0.059, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8656, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.5691 2022-02-11 12:27:04,447 - mmaction - INFO - Epoch [237][220/940] lr: 4.000e-04, eta: 7:15:14, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.5514 2022-02-11 12:27:29,202 - mmaction - INFO - Epoch [237][240/940] lr: 4.000e-04, eta: 7:14:46, time: 1.238, data_time: 0.055, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8672, loss_cls: 1.2710, loss: 1.2710, grad_norm: 4.4677 2022-02-11 12:27:54,284 - mmaction - INFO - Epoch [237][260/940] lr: 4.000e-04, eta: 7:14:17, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.4832 2022-02-11 12:28:19,323 - mmaction - INFO - Epoch [237][280/940] lr: 4.000e-04, eta: 7:13:49, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8666, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.5049 2022-02-11 12:28:44,202 - mmaction - INFO - Epoch [237][300/940] lr: 4.000e-04, eta: 7:13:20, time: 1.244, data_time: 0.056, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8617, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.4891 2022-02-11 12:29:09,267 - mmaction - INFO - Epoch [237][320/940] lr: 4.000e-04, eta: 7:12:52, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8578, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.4718 2022-02-11 12:29:34,538 - mmaction - INFO - Epoch [237][340/940] lr: 4.000e-04, eta: 7:12:23, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8592, loss_cls: 1.3309, loss: 1.3309, grad_norm: 4.5476 2022-02-11 12:29:59,507 - mmaction - INFO - Epoch [237][360/940] lr: 4.000e-04, eta: 7:11:55, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2911, loss: 1.2911, grad_norm: 4.4638 2022-02-11 12:30:24,160 - mmaction - INFO - Epoch [237][380/940] lr: 4.000e-04, eta: 7:11:26, time: 1.232, data_time: 0.058, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8557, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.5375 2022-02-11 12:30:49,485 - mmaction - INFO - Epoch [237][400/940] lr: 4.000e-04, eta: 7:10:58, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8602, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.4806 2022-02-11 12:31:14,613 - mmaction - INFO - Epoch [237][420/940] lr: 4.000e-04, eta: 7:10:29, time: 1.256, data_time: 0.063, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8604, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.5167 2022-02-11 12:31:39,688 - mmaction - INFO - Epoch [237][440/940] lr: 4.000e-04, eta: 7:10:01, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8654, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.5165 2022-02-11 12:32:04,799 - mmaction - INFO - Epoch [237][460/940] lr: 4.000e-04, eta: 7:09:33, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8623, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.5112 2022-02-11 12:32:30,030 - mmaction - INFO - Epoch [237][480/940] lr: 4.000e-04, eta: 7:09:04, time: 1.262, data_time: 0.074, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8562, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.5265 2022-02-11 12:32:55,312 - mmaction - INFO - Epoch [237][500/940] lr: 4.000e-04, eta: 7:08:36, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8604, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.5286 2022-02-11 12:33:20,505 - mmaction - INFO - Epoch [237][520/940] lr: 4.000e-04, eta: 7:08:07, time: 1.260, data_time: 0.063, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8617, loss_cls: 1.2927, loss: 1.2927, grad_norm: 4.4952 2022-02-11 12:33:45,700 - mmaction - INFO - Epoch [237][540/940] lr: 4.000e-04, eta: 7:07:39, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8521, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.4801 2022-02-11 12:34:10,727 - mmaction - INFO - Epoch [237][560/940] lr: 4.000e-04, eta: 7:07:10, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8613, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.5401 2022-02-11 12:34:36,036 - mmaction - INFO - Epoch [237][580/940] lr: 4.000e-04, eta: 7:06:42, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8576, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.5538 2022-02-11 12:35:01,359 - mmaction - INFO - Epoch [237][600/940] lr: 4.000e-04, eta: 7:06:14, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8570, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.5535 2022-02-11 12:35:26,803 - mmaction - INFO - Epoch [237][620/940] lr: 4.000e-04, eta: 7:05:45, time: 1.272, data_time: 0.078, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8551, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.5638 2022-02-11 12:35:52,165 - mmaction - INFO - Epoch [237][640/940] lr: 4.000e-04, eta: 7:05:17, time: 1.269, data_time: 0.077, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8617, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.5144 2022-02-11 12:36:17,534 - mmaction - INFO - Epoch [237][660/940] lr: 4.000e-04, eta: 7:04:48, time: 1.268, data_time: 0.070, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8695, loss_cls: 1.2772, loss: 1.2772, grad_norm: 4.4886 2022-02-11 12:36:42,822 - mmaction - INFO - Epoch [237][680/940] lr: 4.000e-04, eta: 7:04:20, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8668, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.4724 2022-02-11 12:37:07,996 - mmaction - INFO - Epoch [237][700/940] lr: 4.000e-04, eta: 7:03:52, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8535, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.4960 2022-02-11 12:37:33,242 - mmaction - INFO - Epoch [237][720/940] lr: 4.000e-04, eta: 7:03:23, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8576, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.5050 2022-02-11 12:37:58,320 - mmaction - INFO - Epoch [237][740/940] lr: 4.000e-04, eta: 7:02:55, time: 1.253, data_time: 0.067, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8578, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.5726 2022-02-11 12:38:23,587 - mmaction - INFO - Epoch [237][760/940] lr: 4.000e-04, eta: 7:02:26, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8586, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.5960 2022-02-11 12:38:48,774 - mmaction - INFO - Epoch [237][780/940] lr: 4.000e-04, eta: 7:01:58, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8660, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.5398 2022-02-11 12:39:14,194 - mmaction - INFO - Epoch [237][800/940] lr: 4.000e-04, eta: 7:01:30, time: 1.272, data_time: 0.067, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8645, loss_cls: 1.2648, loss: 1.2648, grad_norm: 4.4574 2022-02-11 12:39:39,295 - mmaction - INFO - Epoch [237][820/940] lr: 4.000e-04, eta: 7:01:01, time: 1.254, data_time: 0.081, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8588, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.5766 2022-02-11 12:40:04,370 - mmaction - INFO - Epoch [237][840/940] lr: 4.000e-04, eta: 7:00:33, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8557, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.5311 2022-02-11 12:40:29,839 - mmaction - INFO - Epoch [237][860/940] lr: 4.000e-04, eta: 7:00:04, time: 1.273, data_time: 0.073, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8574, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.5364 2022-02-11 12:40:54,946 - mmaction - INFO - Epoch [237][880/940] lr: 4.000e-04, eta: 6:59:36, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8568, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.5400 2022-02-11 12:41:20,361 - mmaction - INFO - Epoch [237][900/940] lr: 4.000e-04, eta: 6:59:08, time: 1.271, data_time: 0.070, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8580, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.4895 2022-02-11 12:41:45,339 - mmaction - INFO - Epoch [237][920/940] lr: 4.000e-04, eta: 6:58:39, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8586, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.5092 2022-02-11 12:42:09,251 - mmaction - INFO - Epoch [237][940/940] lr: 4.000e-04, eta: 6:58:11, time: 1.196, data_time: 0.055, memory: 9488, top1_acc: 0.6786, top5_acc: 0.8584, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.5684 2022-02-11 12:44:47,600 - mmaction - INFO - Epoch [238][20/940] lr: 4.000e-04, eta: 6:57:56, time: 7.775, data_time: 6.006, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8613, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.5572 2022-02-11 12:45:11,163 - mmaction - INFO - Epoch [238][40/940] lr: 4.000e-04, eta: 6:57:28, time: 1.177, data_time: 0.054, memory: 9488, top1_acc: 0.6756, top5_acc: 0.8625, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.6149 2022-02-11 12:45:35,406 - mmaction - INFO - Epoch [238][60/940] lr: 4.000e-04, eta: 6:56:59, time: 1.213, data_time: 0.045, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8623, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.4923 2022-02-11 12:45:59,203 - mmaction - INFO - Epoch [238][80/940] lr: 4.000e-04, eta: 6:56:30, time: 1.189, data_time: 0.046, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8689, loss_cls: 1.2591, loss: 1.2591, grad_norm: 4.4265 2022-02-11 12:46:23,558 - mmaction - INFO - Epoch [238][100/940] lr: 4.000e-04, eta: 6:56:02, time: 1.218, data_time: 0.051, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8588, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.5339 2022-02-11 12:46:48,366 - mmaction - INFO - Epoch [238][120/940] lr: 4.000e-04, eta: 6:55:33, time: 1.240, data_time: 0.054, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8574, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.5683 2022-02-11 12:47:13,032 - mmaction - INFO - Epoch [238][140/940] lr: 4.000e-04, eta: 6:55:05, time: 1.233, data_time: 0.058, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8545, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.4986 2022-02-11 12:47:37,749 - mmaction - INFO - Epoch [238][160/940] lr: 4.000e-04, eta: 6:54:36, time: 1.236, data_time: 0.062, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.6051 2022-02-11 12:48:02,857 - mmaction - INFO - Epoch [238][180/940] lr: 4.000e-04, eta: 6:54:08, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8574, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.5290 2022-02-11 12:48:27,572 - mmaction - INFO - Epoch [238][200/940] lr: 4.000e-04, eta: 6:53:40, time: 1.236, data_time: 0.063, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8596, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.5755 2022-02-11 12:48:52,645 - mmaction - INFO - Epoch [238][220/940] lr: 4.000e-04, eta: 6:53:11, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8596, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.4985 2022-02-11 12:49:17,408 - mmaction - INFO - Epoch [238][240/940] lr: 4.000e-04, eta: 6:52:43, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8582, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.5116 2022-02-11 12:49:42,622 - mmaction - INFO - Epoch [238][260/940] lr: 4.000e-04, eta: 6:52:14, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.5136 2022-02-11 12:50:07,493 - mmaction - INFO - Epoch [238][280/940] lr: 4.000e-04, eta: 6:51:46, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8545, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.5110 2022-02-11 12:50:32,524 - mmaction - INFO - Epoch [238][300/940] lr: 4.000e-04, eta: 6:51:17, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8646, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.4464 2022-02-11 12:50:57,902 - mmaction - INFO - Epoch [238][320/940] lr: 4.000e-04, eta: 6:50:49, time: 1.269, data_time: 0.069, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8549, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.4762 2022-02-11 12:51:22,892 - mmaction - INFO - Epoch [238][340/940] lr: 4.000e-04, eta: 6:50:21, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8656, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.5445 2022-02-11 12:51:48,051 - mmaction - INFO - Epoch [238][360/940] lr: 4.000e-04, eta: 6:49:52, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8594, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.5016 2022-02-11 12:52:13,272 - mmaction - INFO - Epoch [238][380/940] lr: 4.000e-04, eta: 6:49:24, time: 1.261, data_time: 0.069, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8584, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.5298 2022-02-11 12:52:38,675 - mmaction - INFO - Epoch [238][400/940] lr: 4.000e-04, eta: 6:48:55, time: 1.270, data_time: 0.072, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8574, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.5906 2022-02-11 12:53:03,887 - mmaction - INFO - Epoch [238][420/940] lr: 4.000e-04, eta: 6:48:27, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8506, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.5147 2022-02-11 12:53:29,213 - mmaction - INFO - Epoch [238][440/940] lr: 4.000e-04, eta: 6:47:59, time: 1.266, data_time: 0.069, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8592, loss_cls: 1.3102, loss: 1.3102, grad_norm: 4.6023 2022-02-11 12:53:54,482 - mmaction - INFO - Epoch [238][460/940] lr: 4.000e-04, eta: 6:47:30, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8648, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.4122 2022-02-11 12:54:19,659 - mmaction - INFO - Epoch [238][480/940] lr: 4.000e-04, eta: 6:47:02, time: 1.259, data_time: 0.062, memory: 9488, top1_acc: 0.6727, top5_acc: 0.8543, loss_cls: 1.3621, loss: 1.3621, grad_norm: 4.6312 2022-02-11 12:54:44,942 - mmaction - INFO - Epoch [238][500/940] lr: 4.000e-04, eta: 6:46:33, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8621, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.5177 2022-02-11 12:55:10,444 - mmaction - INFO - Epoch [238][520/940] lr: 4.000e-04, eta: 6:46:05, time: 1.276, data_time: 0.078, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8543, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.5353 2022-02-11 12:55:35,903 - mmaction - INFO - Epoch [238][540/940] lr: 4.000e-04, eta: 6:45:37, time: 1.273, data_time: 0.066, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8645, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.5278 2022-02-11 12:56:01,267 - mmaction - INFO - Epoch [238][560/940] lr: 4.000e-04, eta: 6:45:08, time: 1.268, data_time: 0.078, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8604, loss_cls: 1.3011, loss: 1.3011, grad_norm: 4.5531 2022-02-11 12:56:26,443 - mmaction - INFO - Epoch [238][580/940] lr: 4.000e-04, eta: 6:44:40, time: 1.259, data_time: 0.066, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8604, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.4937 2022-02-11 12:56:51,742 - mmaction - INFO - Epoch [238][600/940] lr: 4.000e-04, eta: 6:44:11, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8494, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.5943 2022-02-11 12:57:17,127 - mmaction - INFO - Epoch [238][620/940] lr: 4.000e-04, eta: 6:43:43, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8645, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.5067 2022-02-11 12:57:42,311 - mmaction - INFO - Epoch [238][640/940] lr: 4.000e-04, eta: 6:43:15, time: 1.259, data_time: 0.076, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.5233 2022-02-11 12:58:07,782 - mmaction - INFO - Epoch [238][660/940] lr: 4.000e-04, eta: 6:42:46, time: 1.273, data_time: 0.072, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8611, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.6286 2022-02-11 12:58:32,831 - mmaction - INFO - Epoch [238][680/940] lr: 4.000e-04, eta: 6:42:18, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8617, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.5469 2022-02-11 12:58:58,084 - mmaction - INFO - Epoch [238][700/940] lr: 4.000e-04, eta: 6:41:49, time: 1.263, data_time: 0.070, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8518, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.5936 2022-02-11 12:59:23,488 - mmaction - INFO - Epoch [238][720/940] lr: 4.000e-04, eta: 6:41:21, time: 1.269, data_time: 0.080, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8639, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.5135 2022-02-11 12:59:48,738 - mmaction - INFO - Epoch [238][740/940] lr: 4.000e-04, eta: 6:40:53, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8582, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.5648 2022-02-11 13:00:13,927 - mmaction - INFO - Epoch [238][760/940] lr: 4.000e-04, eta: 6:40:24, time: 1.259, data_time: 0.071, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8580, loss_cls: 1.3504, loss: 1.3504, grad_norm: 4.6472 2022-02-11 13:00:39,173 - mmaction - INFO - Epoch [238][780/940] lr: 4.000e-04, eta: 6:39:56, time: 1.262, data_time: 0.082, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8549, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.5897 2022-02-11 13:01:04,178 - mmaction - INFO - Epoch [238][800/940] lr: 4.000e-04, eta: 6:39:27, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8525, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.4743 2022-02-11 13:01:29,356 - mmaction - INFO - Epoch [238][820/940] lr: 4.000e-04, eta: 6:38:59, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.6288 2022-02-11 13:01:54,685 - mmaction - INFO - Epoch [238][840/940] lr: 4.000e-04, eta: 6:38:31, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8680, loss_cls: 1.2564, loss: 1.2564, grad_norm: 4.4285 2022-02-11 13:02:19,920 - mmaction - INFO - Epoch [238][860/940] lr: 4.000e-04, eta: 6:38:02, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8635, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.5476 2022-02-11 13:02:44,942 - mmaction - INFO - Epoch [238][880/940] lr: 4.000e-04, eta: 6:37:34, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8553, loss_cls: 1.3497, loss: 1.3497, grad_norm: 4.5997 2022-02-11 13:03:10,222 - mmaction - INFO - Epoch [238][900/940] lr: 4.000e-04, eta: 6:37:06, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8633, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.4946 2022-02-11 13:03:35,508 - mmaction - INFO - Epoch [238][920/940] lr: 4.000e-04, eta: 6:36:37, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8564, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.5405 2022-02-11 13:03:59,425 - mmaction - INFO - Epoch [238][940/940] lr: 4.000e-04, eta: 6:36:09, time: 1.195, data_time: 0.048, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8659, loss_cls: 1.2954, loss: 1.2954, grad_norm: 4.5745 2022-02-11 13:06:32,317 - mmaction - INFO - Epoch [239][20/940] lr: 4.000e-04, eta: 6:35:53, time: 7.527, data_time: 5.576, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8637, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.5575 2022-02-11 13:06:55,993 - mmaction - INFO - Epoch [239][40/940] lr: 4.000e-04, eta: 6:35:24, time: 1.184, data_time: 0.052, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8574, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.5863 2022-02-11 13:07:19,818 - mmaction - INFO - Epoch [239][60/940] lr: 4.000e-04, eta: 6:34:56, time: 1.191, data_time: 0.042, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8605, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.5350 2022-02-11 13:07:43,972 - mmaction - INFO - Epoch [239][80/940] lr: 4.000e-04, eta: 6:34:27, time: 1.208, data_time: 0.046, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8588, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.5769 2022-02-11 13:08:08,694 - mmaction - INFO - Epoch [239][100/940] lr: 4.000e-04, eta: 6:33:59, time: 1.236, data_time: 0.054, memory: 9488, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.6025 2022-02-11 13:08:33,350 - mmaction - INFO - Epoch [239][120/940] lr: 4.000e-04, eta: 6:33:30, time: 1.233, data_time: 0.056, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8553, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.4948 2022-02-11 13:08:58,190 - mmaction - INFO - Epoch [239][140/940] lr: 4.000e-04, eta: 6:33:02, time: 1.242, data_time: 0.057, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.5788 2022-02-11 13:09:23,014 - mmaction - INFO - Epoch [239][160/940] lr: 4.000e-04, eta: 6:32:34, time: 1.241, data_time: 0.056, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8523, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.5182 2022-02-11 13:09:47,969 - mmaction - INFO - Epoch [239][180/940] lr: 4.000e-04, eta: 6:32:05, time: 1.248, data_time: 0.054, memory: 9488, top1_acc: 0.6977, top5_acc: 0.8635, loss_cls: 1.2846, loss: 1.2846, grad_norm: 4.4738 2022-02-11 13:10:12,825 - mmaction - INFO - Epoch [239][200/940] lr: 4.000e-04, eta: 6:31:37, time: 1.243, data_time: 0.056, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8613, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.5600 2022-02-11 13:10:37,967 - mmaction - INFO - Epoch [239][220/940] lr: 4.000e-04, eta: 6:31:08, time: 1.257, data_time: 0.057, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8617, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.4650 2022-02-11 13:11:03,151 - mmaction - INFO - Epoch [239][240/940] lr: 4.000e-04, eta: 6:30:40, time: 1.259, data_time: 0.064, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8658, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.5321 2022-02-11 13:11:27,910 - mmaction - INFO - Epoch [239][260/940] lr: 4.000e-04, eta: 6:30:11, time: 1.238, data_time: 0.068, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8680, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.4946 2022-02-11 13:11:53,091 - mmaction - INFO - Epoch [239][280/940] lr: 4.000e-04, eta: 6:29:43, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8580, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.5509 2022-02-11 13:12:18,408 - mmaction - INFO - Epoch [239][300/940] lr: 4.000e-04, eta: 6:29:15, time: 1.267, data_time: 0.064, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8539, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.5538 2022-02-11 13:12:43,216 - mmaction - INFO - Epoch [239][320/940] lr: 4.000e-04, eta: 6:28:46, time: 1.240, data_time: 0.066, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8496, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.5748 2022-02-11 13:13:08,280 - mmaction - INFO - Epoch [239][340/940] lr: 4.000e-04, eta: 6:28:18, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8625, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.5267 2022-02-11 13:13:33,650 - mmaction - INFO - Epoch [239][360/940] lr: 4.000e-04, eta: 6:27:49, time: 1.268, data_time: 0.063, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8527, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.5976 2022-02-11 13:13:58,922 - mmaction - INFO - Epoch [239][380/940] lr: 4.000e-04, eta: 6:27:21, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8539, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.6005 2022-02-11 13:14:24,080 - mmaction - INFO - Epoch [239][400/940] lr: 4.000e-04, eta: 6:26:53, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.6980, top5_acc: 0.8658, loss_cls: 1.2786, loss: 1.2786, grad_norm: 4.5121 2022-02-11 13:14:49,339 - mmaction - INFO - Epoch [239][420/940] lr: 4.000e-04, eta: 6:26:24, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6994, top5_acc: 0.8613, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.4945 2022-02-11 13:15:14,294 - mmaction - INFO - Epoch [239][440/940] lr: 4.000e-04, eta: 6:25:56, time: 1.248, data_time: 0.068, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8629, loss_cls: 1.2807, loss: 1.2807, grad_norm: 4.4904 2022-02-11 13:15:39,564 - mmaction - INFO - Epoch [239][460/940] lr: 4.000e-04, eta: 6:25:27, time: 1.264, data_time: 0.067, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8637, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.5779 2022-02-11 13:16:04,927 - mmaction - INFO - Epoch [239][480/940] lr: 4.000e-04, eta: 6:24:59, time: 1.268, data_time: 0.076, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8572, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.6636 2022-02-11 13:16:30,224 - mmaction - INFO - Epoch [239][500/940] lr: 4.000e-04, eta: 6:24:31, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.6738, top5_acc: 0.8512, loss_cls: 1.3444, loss: 1.3444, grad_norm: 4.6087 2022-02-11 13:16:55,304 - mmaction - INFO - Epoch [239][520/940] lr: 4.000e-04, eta: 6:24:02, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8660, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.6255 2022-02-11 13:17:20,462 - mmaction - INFO - Epoch [239][540/940] lr: 4.000e-04, eta: 6:23:34, time: 1.258, data_time: 0.071, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8584, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.6034 2022-02-11 13:17:45,480 - mmaction - INFO - Epoch [239][560/940] lr: 4.000e-04, eta: 6:23:06, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8578, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.4497 2022-02-11 13:18:10,644 - mmaction - INFO - Epoch [239][580/940] lr: 4.000e-04, eta: 6:22:37, time: 1.257, data_time: 0.070, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8668, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.5307 2022-02-11 13:18:35,865 - mmaction - INFO - Epoch [239][600/940] lr: 4.000e-04, eta: 6:22:09, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8654, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.5814 2022-02-11 13:19:01,084 - mmaction - INFO - Epoch [239][620/940] lr: 4.000e-04, eta: 6:21:40, time: 1.261, data_time: 0.073, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8590, loss_cls: 1.3081, loss: 1.3081, grad_norm: 4.4910 2022-02-11 13:19:26,618 - mmaction - INFO - Epoch [239][640/940] lr: 4.000e-04, eta: 6:21:12, time: 1.276, data_time: 0.069, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8592, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.5130 2022-02-11 13:19:51,870 - mmaction - INFO - Epoch [239][660/940] lr: 4.000e-04, eta: 6:20:44, time: 1.263, data_time: 0.072, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8596, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.4713 2022-02-11 13:20:17,009 - mmaction - INFO - Epoch [239][680/940] lr: 4.000e-04, eta: 6:20:15, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8621, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.5383 2022-02-11 13:20:42,401 - mmaction - INFO - Epoch [239][700/940] lr: 4.000e-04, eta: 6:19:47, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8582, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.5278 2022-02-11 13:21:07,612 - mmaction - INFO - Epoch [239][720/940] lr: 4.000e-04, eta: 6:19:19, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8510, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.6510 2022-02-11 13:21:32,926 - mmaction - INFO - Epoch [239][740/940] lr: 4.000e-04, eta: 6:18:50, time: 1.266, data_time: 0.076, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8602, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.5354 2022-02-11 13:21:58,303 - mmaction - INFO - Epoch [239][760/940] lr: 4.000e-04, eta: 6:18:22, time: 1.269, data_time: 0.075, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8648, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.5868 2022-02-11 13:22:23,956 - mmaction - INFO - Epoch [239][780/940] lr: 4.000e-04, eta: 6:17:54, time: 1.282, data_time: 0.075, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8650, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.6036 2022-02-11 13:22:49,240 - mmaction - INFO - Epoch [239][800/940] lr: 4.000e-04, eta: 6:17:25, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8586, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.5785 2022-02-11 13:23:14,560 - mmaction - INFO - Epoch [239][820/940] lr: 4.000e-04, eta: 6:16:57, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8600, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.4839 2022-02-11 13:23:39,768 - mmaction - INFO - Epoch [239][840/940] lr: 4.000e-04, eta: 6:16:28, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8605, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.6213 2022-02-11 13:24:04,852 - mmaction - INFO - Epoch [239][860/940] lr: 4.000e-04, eta: 6:16:00, time: 1.254, data_time: 0.074, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8576, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.5808 2022-02-11 13:24:30,303 - mmaction - INFO - Epoch [239][880/940] lr: 4.000e-04, eta: 6:15:32, time: 1.273, data_time: 0.076, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8510, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.6347 2022-02-11 13:24:55,690 - mmaction - INFO - Epoch [239][900/940] lr: 4.000e-04, eta: 6:15:03, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8557, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.6164 2022-02-11 13:25:20,953 - mmaction - INFO - Epoch [239][920/940] lr: 4.000e-04, eta: 6:14:35, time: 1.263, data_time: 0.079, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8547, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.5540 2022-02-11 13:25:44,721 - mmaction - INFO - Epoch [239][940/940] lr: 4.000e-04, eta: 6:14:06, time: 1.189, data_time: 0.058, memory: 9488, top1_acc: 0.6769, top5_acc: 0.8498, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.6374 2022-02-11 13:28:24,751 - mmaction - INFO - Epoch [240][20/940] lr: 4.000e-04, eta: 6:13:51, time: 7.899, data_time: 6.415, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8631, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.4336 2022-02-11 13:28:48,548 - mmaction - INFO - Epoch [240][40/940] lr: 4.000e-04, eta: 6:13:22, time: 1.189, data_time: 0.050, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8557, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.5956 2022-02-11 13:29:12,694 - mmaction - INFO - Epoch [240][60/940] lr: 4.000e-04, eta: 6:12:54, time: 1.208, data_time: 0.049, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8580, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.5636 2022-02-11 13:29:37,015 - mmaction - INFO - Epoch [240][80/940] lr: 4.000e-04, eta: 6:12:25, time: 1.216, data_time: 0.051, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8711, loss_cls: 1.2756, loss: 1.2756, grad_norm: 4.4622 2022-02-11 13:30:01,425 - mmaction - INFO - Epoch [240][100/940] lr: 4.000e-04, eta: 6:11:57, time: 1.220, data_time: 0.063, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8656, loss_cls: 1.2868, loss: 1.2868, grad_norm: 4.4948 2022-02-11 13:30:26,261 - mmaction - INFO - Epoch [240][120/940] lr: 4.000e-04, eta: 6:11:28, time: 1.242, data_time: 0.064, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8578, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.5681 2022-02-11 13:30:51,072 - mmaction - INFO - Epoch [240][140/940] lr: 4.000e-04, eta: 6:11:00, time: 1.241, data_time: 0.059, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8582, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.6301 2022-02-11 13:31:15,951 - mmaction - INFO - Epoch [240][160/940] lr: 4.000e-04, eta: 6:10:32, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8613, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.6189 2022-02-11 13:31:40,955 - mmaction - INFO - Epoch [240][180/940] lr: 4.000e-04, eta: 6:10:03, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.7045, top5_acc: 0.8664, loss_cls: 1.2478, loss: 1.2478, grad_norm: 4.3972 2022-02-11 13:32:05,975 - mmaction - INFO - Epoch [240][200/940] lr: 4.000e-04, eta: 6:09:35, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8535, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.5500 2022-02-11 13:32:31,060 - mmaction - INFO - Epoch [240][220/940] lr: 4.000e-04, eta: 6:09:06, time: 1.254, data_time: 0.072, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8586, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.5705 2022-02-11 13:32:55,978 - mmaction - INFO - Epoch [240][240/940] lr: 4.000e-04, eta: 6:08:38, time: 1.247, data_time: 0.068, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8496, loss_cls: 1.3630, loss: 1.3630, grad_norm: 4.6227 2022-02-11 13:33:21,308 - mmaction - INFO - Epoch [240][260/940] lr: 4.000e-04, eta: 6:08:10, time: 1.265, data_time: 0.075, memory: 9488, top1_acc: 0.7018, top5_acc: 0.8666, loss_cls: 1.2564, loss: 1.2564, grad_norm: 4.5052 2022-02-11 13:33:46,724 - mmaction - INFO - Epoch [240][280/940] lr: 4.000e-04, eta: 6:07:41, time: 1.272, data_time: 0.071, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8600, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.5240 2022-02-11 13:34:11,802 - mmaction - INFO - Epoch [240][300/940] lr: 4.000e-04, eta: 6:07:13, time: 1.254, data_time: 0.070, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8588, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.5120 2022-02-11 13:34:36,977 - mmaction - INFO - Epoch [240][320/940] lr: 4.000e-04, eta: 6:06:44, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8596, loss_cls: 1.3011, loss: 1.3011, grad_norm: 4.5576 2022-02-11 13:35:02,209 - mmaction - INFO - Epoch [240][340/940] lr: 4.000e-04, eta: 6:06:16, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8609, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.5795 2022-02-11 13:35:27,638 - mmaction - INFO - Epoch [240][360/940] lr: 4.000e-04, eta: 6:05:48, time: 1.272, data_time: 0.075, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8455, loss_cls: 1.3758, loss: 1.3758, grad_norm: 4.6082 2022-02-11 13:35:52,562 - mmaction - INFO - Epoch [240][380/940] lr: 4.000e-04, eta: 6:05:19, time: 1.245, data_time: 0.075, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8676, loss_cls: 1.2898, loss: 1.2898, grad_norm: 4.5706 2022-02-11 13:36:17,964 - mmaction - INFO - Epoch [240][400/940] lr: 4.000e-04, eta: 6:04:51, time: 1.270, data_time: 0.061, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8623, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.5369 2022-02-11 13:36:42,870 - mmaction - INFO - Epoch [240][420/940] lr: 4.000e-04, eta: 6:04:23, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8578, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.4969 2022-02-11 13:37:07,877 - mmaction - INFO - Epoch [240][440/940] lr: 4.000e-04, eta: 6:03:54, time: 1.251, data_time: 0.068, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8645, loss_cls: 1.2872, loss: 1.2872, grad_norm: 4.4579 2022-02-11 13:37:32,967 - mmaction - INFO - Epoch [240][460/940] lr: 4.000e-04, eta: 6:03:26, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8635, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.5325 2022-02-11 13:37:58,257 - mmaction - INFO - Epoch [240][480/940] lr: 4.000e-04, eta: 6:02:57, time: 1.265, data_time: 0.069, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8615, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.6036 2022-02-11 13:38:23,524 - mmaction - INFO - Epoch [240][500/940] lr: 4.000e-04, eta: 6:02:29, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8574, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.5403 2022-02-11 13:38:48,690 - mmaction - INFO - Epoch [240][520/940] lr: 4.000e-04, eta: 6:02:01, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8578, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.4523 2022-02-11 13:39:13,941 - mmaction - INFO - Epoch [240][540/940] lr: 4.000e-04, eta: 6:01:32, time: 1.262, data_time: 0.073, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8613, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.5054 2022-02-11 13:39:39,395 - mmaction - INFO - Epoch [240][560/940] lr: 4.000e-04, eta: 6:01:04, time: 1.272, data_time: 0.082, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8645, loss_cls: 1.2855, loss: 1.2855, grad_norm: 4.6067 2022-02-11 13:40:04,535 - mmaction - INFO - Epoch [240][580/940] lr: 4.000e-04, eta: 6:00:36, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8600, loss_cls: 1.3110, loss: 1.3110, grad_norm: 4.5409 2022-02-11 13:40:29,291 - mmaction - INFO - Epoch [240][600/940] lr: 4.000e-04, eta: 6:00:07, time: 1.238, data_time: 0.069, memory: 9488, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.5957 2022-02-11 13:40:54,532 - mmaction - INFO - Epoch [240][620/940] lr: 4.000e-04, eta: 5:59:39, time: 1.262, data_time: 0.068, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8516, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.5833 2022-02-11 13:41:19,784 - mmaction - INFO - Epoch [240][640/940] lr: 4.000e-04, eta: 5:59:11, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8461, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.6912 2022-02-11 13:41:44,818 - mmaction - INFO - Epoch [240][660/940] lr: 4.000e-04, eta: 5:58:42, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8615, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.4826 2022-02-11 13:42:09,909 - mmaction - INFO - Epoch [240][680/940] lr: 4.000e-04, eta: 5:58:14, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.5391 2022-02-11 13:42:34,881 - mmaction - INFO - Epoch [240][700/940] lr: 4.000e-04, eta: 5:57:45, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8594, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.6446 2022-02-11 13:42:59,838 - mmaction - INFO - Epoch [240][720/940] lr: 4.000e-04, eta: 5:57:17, time: 1.248, data_time: 0.059, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8590, loss_cls: 1.3068, loss: 1.3068, grad_norm: 4.5492 2022-02-11 13:43:25,124 - mmaction - INFO - Epoch [240][740/940] lr: 4.000e-04, eta: 5:56:49, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8631, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.5199 2022-02-11 13:43:50,342 - mmaction - INFO - Epoch [240][760/940] lr: 4.000e-04, eta: 5:56:20, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8574, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.6467 2022-02-11 13:44:15,589 - mmaction - INFO - Epoch [240][780/940] lr: 4.000e-04, eta: 5:55:52, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8578, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.5255 2022-02-11 13:44:40,653 - mmaction - INFO - Epoch [240][800/940] lr: 4.000e-04, eta: 5:55:24, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8555, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.6114 2022-02-11 13:45:05,955 - mmaction - INFO - Epoch [240][820/940] lr: 4.000e-04, eta: 5:54:55, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8648, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.5006 2022-02-11 13:45:31,087 - mmaction - INFO - Epoch [240][840/940] lr: 4.000e-04, eta: 5:54:27, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8652, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.5300 2022-02-11 13:45:56,218 - mmaction - INFO - Epoch [240][860/940] lr: 4.000e-04, eta: 5:53:59, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8611, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.5875 2022-02-11 13:46:21,307 - mmaction - INFO - Epoch [240][880/940] lr: 4.000e-04, eta: 5:53:30, time: 1.254, data_time: 0.069, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8592, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.5771 2022-02-11 13:46:46,562 - mmaction - INFO - Epoch [240][900/940] lr: 4.000e-04, eta: 5:53:02, time: 1.263, data_time: 0.073, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8598, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.5046 2022-02-11 13:47:11,977 - mmaction - INFO - Epoch [240][920/940] lr: 4.000e-04, eta: 5:52:34, time: 1.271, data_time: 0.073, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8570, loss_cls: 1.3153, loss: 1.3153, grad_norm: 4.5967 2022-02-11 13:47:35,547 - mmaction - INFO - Epoch [240][940/940] lr: 4.000e-04, eta: 5:52:05, time: 1.179, data_time: 0.066, memory: 9488, top1_acc: 0.6778, top5_acc: 0.8557, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.6527 2022-02-11 13:47:42,669 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 13:47:42,674 - mmaction - INFO - 110 BN found 2022-02-11 13:51:54,662 - mmaction - INFO - BN stats updated 2022-02-11 13:51:56,666 - mmaction - INFO - Saving checkpoint at 240 epochs 2022-02-11 13:54:45,816 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 13:54:46,540 - mmaction - INFO - top1_acc 0.6950 top5_acc 0.8862 2022-02-11 13:54:46,540 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 13:54:46,572 - mmaction - INFO - mean_acc 0.6949 2022-02-11 13:54:46,579 - mmaction - INFO - Epoch(val) [240][78] top1_acc: 0.6950, top5_acc: 0.8862, mean_class_accuracy: 0.6949 2022-02-11 13:57:09,539 - mmaction - INFO - Epoch [241][20/940] lr: 4.000e-04, eta: 5:51:47, time: 7.146, data_time: 5.937, memory: 9488, top1_acc: 0.6984, top5_acc: 0.8615, loss_cls: 1.3088, loss: 1.3088, grad_norm: 4.4766 2022-02-11 13:57:33,160 - mmaction - INFO - Epoch [241][40/940] lr: 4.000e-04, eta: 5:51:19, time: 1.181, data_time: 0.049, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8584, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.5474 2022-02-11 13:57:56,910 - mmaction - INFO - Epoch [241][60/940] lr: 4.000e-04, eta: 5:50:50, time: 1.188, data_time: 0.050, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8650, loss_cls: 1.2839, loss: 1.2839, grad_norm: 4.4943 2022-02-11 13:58:21,300 - mmaction - INFO - Epoch [241][80/940] lr: 4.000e-04, eta: 5:50:22, time: 1.219, data_time: 0.056, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.6148 2022-02-11 13:58:45,690 - mmaction - INFO - Epoch [241][100/940] lr: 4.000e-04, eta: 5:49:53, time: 1.220, data_time: 0.059, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8586, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.5527 2022-02-11 13:59:09,929 - mmaction - INFO - Epoch [241][120/940] lr: 4.000e-04, eta: 5:49:25, time: 1.212, data_time: 0.057, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8633, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.5091 2022-02-11 13:59:34,592 - mmaction - INFO - Epoch [241][140/940] lr: 4.000e-04, eta: 5:48:56, time: 1.233, data_time: 0.060, memory: 9488, top1_acc: 0.6725, top5_acc: 0.8525, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.6561 2022-02-11 13:59:59,324 - mmaction - INFO - Epoch [241][160/940] lr: 4.000e-04, eta: 5:48:28, time: 1.237, data_time: 0.067, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.5392 2022-02-11 14:00:24,342 - mmaction - INFO - Epoch [241][180/940] lr: 4.000e-04, eta: 5:48:00, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6781, top5_acc: 0.8615, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.5037 2022-02-11 14:00:49,219 - mmaction - INFO - Epoch [241][200/940] lr: 4.000e-04, eta: 5:47:31, time: 1.244, data_time: 0.070, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8578, loss_cls: 1.2933, loss: 1.2933, grad_norm: 4.5453 2022-02-11 14:01:14,053 - mmaction - INFO - Epoch [241][220/940] lr: 4.000e-04, eta: 5:47:03, time: 1.241, data_time: 0.069, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8625, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.5381 2022-02-11 14:01:38,665 - mmaction - INFO - Epoch [241][240/940] lr: 4.000e-04, eta: 5:46:34, time: 1.231, data_time: 0.065, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8615, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.4845 2022-02-11 14:02:04,036 - mmaction - INFO - Epoch [241][260/940] lr: 4.000e-04, eta: 5:46:06, time: 1.269, data_time: 0.073, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8584, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.6220 2022-02-11 14:02:29,287 - mmaction - INFO - Epoch [241][280/940] lr: 4.000e-04, eta: 5:45:38, time: 1.262, data_time: 0.085, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8641, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.5637 2022-02-11 14:02:54,410 - mmaction - INFO - Epoch [241][300/940] lr: 4.000e-04, eta: 5:45:09, time: 1.256, data_time: 0.078, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8666, loss_cls: 1.2723, loss: 1.2723, grad_norm: 4.5111 2022-02-11 14:03:19,453 - mmaction - INFO - Epoch [241][320/940] lr: 4.000e-04, eta: 5:44:41, time: 1.252, data_time: 0.081, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8619, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.5684 2022-02-11 14:03:44,437 - mmaction - INFO - Epoch [241][340/940] lr: 4.000e-04, eta: 5:44:13, time: 1.249, data_time: 0.082, memory: 9488, top1_acc: 0.6961, top5_acc: 0.8637, loss_cls: 1.2782, loss: 1.2782, grad_norm: 4.5425 2022-02-11 14:04:09,823 - mmaction - INFO - Epoch [241][360/940] lr: 4.000e-04, eta: 5:43:44, time: 1.269, data_time: 0.085, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8693, loss_cls: 1.2716, loss: 1.2716, grad_norm: 4.5414 2022-02-11 14:04:35,158 - mmaction - INFO - Epoch [241][380/940] lr: 4.000e-04, eta: 5:43:16, time: 1.267, data_time: 0.079, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8568, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.6416 2022-02-11 14:05:00,378 - mmaction - INFO - Epoch [241][400/940] lr: 4.000e-04, eta: 5:42:48, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8609, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.5847 2022-02-11 14:05:25,588 - mmaction - INFO - Epoch [241][420/940] lr: 4.000e-04, eta: 5:42:19, time: 1.261, data_time: 0.078, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8582, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.5591 2022-02-11 14:05:50,780 - mmaction - INFO - Epoch [241][440/940] lr: 4.000e-04, eta: 5:41:51, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8555, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.5939 2022-02-11 14:06:16,079 - mmaction - INFO - Epoch [241][460/940] lr: 4.000e-04, eta: 5:41:23, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8699, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.5893 2022-02-11 14:06:40,986 - mmaction - INFO - Epoch [241][480/940] lr: 4.000e-04, eta: 5:40:54, time: 1.245, data_time: 0.072, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8645, loss_cls: 1.2904, loss: 1.2904, grad_norm: 4.4945 2022-02-11 14:07:06,190 - mmaction - INFO - Epoch [241][500/940] lr: 4.000e-04, eta: 5:40:26, time: 1.261, data_time: 0.070, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8652, loss_cls: 1.2767, loss: 1.2767, grad_norm: 4.4751 2022-02-11 14:07:31,338 - mmaction - INFO - Epoch [241][520/940] lr: 4.000e-04, eta: 5:39:58, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8588, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.6531 2022-02-11 14:07:56,611 - mmaction - INFO - Epoch [241][540/940] lr: 4.000e-04, eta: 5:39:29, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8562, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.5146 2022-02-11 14:08:21,825 - mmaction - INFO - Epoch [241][560/940] lr: 4.000e-04, eta: 5:39:01, time: 1.261, data_time: 0.075, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8541, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.6397 2022-02-11 14:08:47,080 - mmaction - INFO - Epoch [241][580/940] lr: 4.000e-04, eta: 5:38:33, time: 1.263, data_time: 0.081, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8654, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.5377 2022-02-11 14:09:12,472 - mmaction - INFO - Epoch [241][600/940] lr: 4.000e-04, eta: 5:38:04, time: 1.270, data_time: 0.080, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8598, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.5283 2022-02-11 14:09:37,621 - mmaction - INFO - Epoch [241][620/940] lr: 4.000e-04, eta: 5:37:36, time: 1.258, data_time: 0.078, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8648, loss_cls: 1.2953, loss: 1.2953, grad_norm: 4.5551 2022-02-11 14:10:02,943 - mmaction - INFO - Epoch [241][640/940] lr: 4.000e-04, eta: 5:37:08, time: 1.265, data_time: 0.074, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8562, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.6137 2022-02-11 14:10:29,286 - mmaction - INFO - Epoch [241][660/940] lr: 4.000e-04, eta: 5:36:39, time: 1.317, data_time: 0.075, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.5746 2022-02-11 14:10:54,449 - mmaction - INFO - Epoch [241][680/940] lr: 4.000e-04, eta: 5:36:11, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8623, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.5634 2022-02-11 14:11:19,589 - mmaction - INFO - Epoch [241][700/940] lr: 4.000e-04, eta: 5:35:43, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8648, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.5898 2022-02-11 14:11:44,938 - mmaction - INFO - Epoch [241][720/940] lr: 4.000e-04, eta: 5:35:14, time: 1.267, data_time: 0.079, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8580, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.4995 2022-02-11 14:12:09,976 - mmaction - INFO - Epoch [241][740/940] lr: 4.000e-04, eta: 5:34:46, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6687, top5_acc: 0.8535, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.7028 2022-02-11 14:12:35,021 - mmaction - INFO - Epoch [241][760/940] lr: 4.000e-04, eta: 5:34:18, time: 1.252, data_time: 0.073, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8584, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.4981 2022-02-11 14:13:00,130 - mmaction - INFO - Epoch [241][780/940] lr: 4.000e-04, eta: 5:33:49, time: 1.256, data_time: 0.079, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8619, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.5924 2022-02-11 14:13:25,238 - mmaction - INFO - Epoch [241][800/940] lr: 4.000e-04, eta: 5:33:21, time: 1.255, data_time: 0.076, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8600, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.5610 2022-02-11 14:13:50,196 - mmaction - INFO - Epoch [241][820/940] lr: 4.000e-04, eta: 5:32:53, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8592, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.5647 2022-02-11 14:14:15,253 - mmaction - INFO - Epoch [241][840/940] lr: 4.000e-04, eta: 5:32:24, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.6000 2022-02-11 14:14:40,636 - mmaction - INFO - Epoch [241][860/940] lr: 4.000e-04, eta: 5:31:56, time: 1.269, data_time: 0.082, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8617, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.5330 2022-02-11 14:15:06,006 - mmaction - INFO - Epoch [241][880/940] lr: 4.000e-04, eta: 5:31:28, time: 1.268, data_time: 0.080, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8537, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.5604 2022-02-11 14:15:31,524 - mmaction - INFO - Epoch [241][900/940] lr: 4.000e-04, eta: 5:30:59, time: 1.276, data_time: 0.075, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8664, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.5431 2022-02-11 14:15:56,808 - mmaction - INFO - Epoch [241][920/940] lr: 4.000e-04, eta: 5:30:31, time: 1.264, data_time: 0.069, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8590, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.5631 2022-02-11 14:16:20,705 - mmaction - INFO - Epoch [241][940/940] lr: 4.000e-04, eta: 5:30:02, time: 1.195, data_time: 0.065, memory: 9488, top1_acc: 0.6792, top5_acc: 0.8498, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.6510 2022-02-11 14:18:47,911 - mmaction - INFO - Epoch [242][20/940] lr: 4.000e-04, eta: 5:29:44, time: 7.241, data_time: 5.639, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.5299 2022-02-11 14:19:11,548 - mmaction - INFO - Epoch [242][40/940] lr: 4.000e-04, eta: 5:29:16, time: 1.182, data_time: 0.047, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8576, loss_cls: 1.3247, loss: 1.3247, grad_norm: 4.5287 2022-02-11 14:19:35,379 - mmaction - INFO - Epoch [242][60/940] lr: 4.000e-04, eta: 5:28:47, time: 1.192, data_time: 0.045, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8590, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.5567 2022-02-11 14:19:59,667 - mmaction - INFO - Epoch [242][80/940] lr: 4.000e-04, eta: 5:28:19, time: 1.214, data_time: 0.045, memory: 9488, top1_acc: 0.7039, top5_acc: 0.8631, loss_cls: 1.2737, loss: 1.2737, grad_norm: 4.5002 2022-02-11 14:20:24,262 - mmaction - INFO - Epoch [242][100/940] lr: 4.000e-04, eta: 5:27:50, time: 1.231, data_time: 0.048, memory: 9488, top1_acc: 0.6992, top5_acc: 0.8658, loss_cls: 1.2505, loss: 1.2505, grad_norm: 4.4452 2022-02-11 14:20:48,793 - mmaction - INFO - Epoch [242][120/940] lr: 4.000e-04, eta: 5:27:22, time: 1.226, data_time: 0.051, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.4452 2022-02-11 14:21:13,445 - mmaction - INFO - Epoch [242][140/940] lr: 4.000e-04, eta: 5:26:54, time: 1.232, data_time: 0.059, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8627, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.5902 2022-02-11 14:21:38,454 - mmaction - INFO - Epoch [242][160/940] lr: 4.000e-04, eta: 5:26:25, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8537, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.5295 2022-02-11 14:22:03,728 - mmaction - INFO - Epoch [242][180/940] lr: 4.000e-04, eta: 5:25:57, time: 1.264, data_time: 0.064, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8578, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.5923 2022-02-11 14:22:28,920 - mmaction - INFO - Epoch [242][200/940] lr: 4.000e-04, eta: 5:25:29, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6953, top5_acc: 0.8668, loss_cls: 1.2704, loss: 1.2704, grad_norm: 4.4368 2022-02-11 14:22:54,228 - mmaction - INFO - Epoch [242][220/940] lr: 4.000e-04, eta: 5:25:00, time: 1.265, data_time: 0.072, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8576, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.5056 2022-02-11 14:23:19,153 - mmaction - INFO - Epoch [242][240/940] lr: 4.000e-04, eta: 5:24:32, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8588, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.5782 2022-02-11 14:23:44,333 - mmaction - INFO - Epoch [242][260/940] lr: 4.000e-04, eta: 5:24:04, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8627, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.5489 2022-02-11 14:24:09,454 - mmaction - INFO - Epoch [242][280/940] lr: 4.000e-04, eta: 5:23:35, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8588, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.5831 2022-02-11 14:24:34,499 - mmaction - INFO - Epoch [242][300/940] lr: 4.000e-04, eta: 5:23:07, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8535, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.5815 2022-02-11 14:24:59,517 - mmaction - INFO - Epoch [242][320/940] lr: 4.000e-04, eta: 5:22:38, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8631, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.5901 2022-02-11 14:25:24,618 - mmaction - INFO - Epoch [242][340/940] lr: 4.000e-04, eta: 5:22:10, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8596, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.6320 2022-02-11 14:25:49,664 - mmaction - INFO - Epoch [242][360/940] lr: 4.000e-04, eta: 5:21:42, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8508, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.5626 2022-02-11 14:26:14,810 - mmaction - INFO - Epoch [242][380/940] lr: 4.000e-04, eta: 5:21:13, time: 1.257, data_time: 0.063, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8633, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.6075 2022-02-11 14:26:39,704 - mmaction - INFO - Epoch [242][400/940] lr: 4.000e-04, eta: 5:20:45, time: 1.245, data_time: 0.069, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8686, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.5950 2022-02-11 14:27:04,805 - mmaction - INFO - Epoch [242][420/940] lr: 4.000e-04, eta: 5:20:17, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8652, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5809 2022-02-11 14:27:29,933 - mmaction - INFO - Epoch [242][440/940] lr: 4.000e-04, eta: 5:19:48, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8664, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.6544 2022-02-11 14:27:54,847 - mmaction - INFO - Epoch [242][460/940] lr: 4.000e-04, eta: 5:19:20, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8658, loss_cls: 1.2954, loss: 1.2954, grad_norm: 4.6296 2022-02-11 14:28:20,072 - mmaction - INFO - Epoch [242][480/940] lr: 4.000e-04, eta: 5:18:52, time: 1.262, data_time: 0.075, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8600, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.5955 2022-02-11 14:28:44,760 - mmaction - INFO - Epoch [242][500/940] lr: 4.000e-04, eta: 5:18:23, time: 1.234, data_time: 0.068, memory: 9488, top1_acc: 0.6977, top5_acc: 0.8635, loss_cls: 1.2777, loss: 1.2777, grad_norm: 4.5163 2022-02-11 14:29:09,426 - mmaction - INFO - Epoch [242][520/940] lr: 4.000e-04, eta: 5:17:55, time: 1.233, data_time: 0.060, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8611, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.5433 2022-02-11 14:29:34,493 - mmaction - INFO - Epoch [242][540/940] lr: 4.000e-04, eta: 5:17:27, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6762, top5_acc: 0.8584, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.5437 2022-02-11 14:29:59,706 - mmaction - INFO - Epoch [242][560/940] lr: 4.000e-04, eta: 5:16:58, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8670, loss_cls: 1.2901, loss: 1.2901, grad_norm: 4.4887 2022-02-11 14:30:24,687 - mmaction - INFO - Epoch [242][580/940] lr: 4.000e-04, eta: 5:16:30, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8643, loss_cls: 1.2922, loss: 1.2922, grad_norm: 4.5878 2022-02-11 14:30:49,725 - mmaction - INFO - Epoch [242][600/940] lr: 4.000e-04, eta: 5:16:02, time: 1.252, data_time: 0.076, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8594, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.4520 2022-02-11 14:31:14,730 - mmaction - INFO - Epoch [242][620/940] lr: 4.000e-04, eta: 5:15:33, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.6707, top5_acc: 0.8588, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.6445 2022-02-11 14:31:39,908 - mmaction - INFO - Epoch [242][640/940] lr: 4.000e-04, eta: 5:15:05, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6988, top5_acc: 0.8572, loss_cls: 1.2855, loss: 1.2855, grad_norm: 4.4274 2022-02-11 14:32:05,146 - mmaction - INFO - Epoch [242][660/940] lr: 4.000e-04, eta: 5:14:37, time: 1.262, data_time: 0.083, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.6581 2022-02-11 14:32:30,302 - mmaction - INFO - Epoch [242][680/940] lr: 4.000e-04, eta: 5:14:08, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8639, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.5704 2022-02-11 14:32:55,492 - mmaction - INFO - Epoch [242][700/940] lr: 4.000e-04, eta: 5:13:40, time: 1.259, data_time: 0.078, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8705, loss_cls: 1.2672, loss: 1.2672, grad_norm: 4.6196 2022-02-11 14:33:20,664 - mmaction - INFO - Epoch [242][720/940] lr: 4.000e-04, eta: 5:13:12, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3746, loss: 1.3746, grad_norm: 4.5726 2022-02-11 14:33:45,633 - mmaction - INFO - Epoch [242][740/940] lr: 4.000e-04, eta: 5:12:43, time: 1.249, data_time: 0.069, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8553, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.5335 2022-02-11 14:34:10,763 - mmaction - INFO - Epoch [242][760/940] lr: 4.000e-04, eta: 5:12:15, time: 1.256, data_time: 0.068, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8697, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.5199 2022-02-11 14:34:35,795 - mmaction - INFO - Epoch [242][780/940] lr: 4.000e-04, eta: 5:11:47, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.6748, top5_acc: 0.8541, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.6519 2022-02-11 14:35:00,797 - mmaction - INFO - Epoch [242][800/940] lr: 4.000e-04, eta: 5:11:18, time: 1.250, data_time: 0.077, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8592, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.5785 2022-02-11 14:35:25,667 - mmaction - INFO - Epoch [242][820/940] lr: 4.000e-04, eta: 5:10:50, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8654, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.5362 2022-02-11 14:35:50,320 - mmaction - INFO - Epoch [242][840/940] lr: 4.000e-04, eta: 5:10:22, time: 1.232, data_time: 0.063, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8619, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.6577 2022-02-11 14:36:15,467 - mmaction - INFO - Epoch [242][860/940] lr: 4.000e-04, eta: 5:09:53, time: 1.258, data_time: 0.063, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8607, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.5828 2022-02-11 14:36:40,742 - mmaction - INFO - Epoch [242][880/940] lr: 4.000e-04, eta: 5:09:25, time: 1.263, data_time: 0.076, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8615, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.5474 2022-02-11 14:37:05,482 - mmaction - INFO - Epoch [242][900/940] lr: 4.000e-04, eta: 5:08:57, time: 1.238, data_time: 0.067, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8562, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.5988 2022-02-11 14:37:30,490 - mmaction - INFO - Epoch [242][920/940] lr: 4.000e-04, eta: 5:08:28, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8639, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.6131 2022-02-11 14:37:54,256 - mmaction - INFO - Epoch [242][940/940] lr: 4.000e-04, eta: 5:08:00, time: 1.189, data_time: 0.068, memory: 9488, top1_acc: 0.6810, top5_acc: 0.8543, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.6191 2022-02-11 14:40:28,620 - mmaction - INFO - Epoch [243][20/940] lr: 4.000e-04, eta: 5:07:41, time: 7.602, data_time: 6.207, memory: 9488, top1_acc: 0.6717, top5_acc: 0.8582, loss_cls: 1.3409, loss: 1.3409, grad_norm: 4.6836 2022-02-11 14:40:52,058 - mmaction - INFO - Epoch [243][40/940] lr: 4.000e-04, eta: 5:07:13, time: 1.172, data_time: 0.050, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8539, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.5804 2022-02-11 14:41:15,736 - mmaction - INFO - Epoch [243][60/940] lr: 4.000e-04, eta: 5:06:45, time: 1.183, data_time: 0.048, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8611, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.6131 2022-02-11 14:41:39,709 - mmaction - INFO - Epoch [243][80/940] lr: 4.000e-04, eta: 5:06:16, time: 1.198, data_time: 0.050, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8566, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.5702 2022-02-11 14:42:03,842 - mmaction - INFO - Epoch [243][100/940] lr: 4.000e-04, eta: 5:05:48, time: 1.207, data_time: 0.054, memory: 9488, top1_acc: 0.6959, top5_acc: 0.8656, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.5440 2022-02-11 14:42:28,325 - mmaction - INFO - Epoch [243][120/940] lr: 4.000e-04, eta: 5:05:19, time: 1.224, data_time: 0.051, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8623, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.6222 2022-02-11 14:42:52,913 - mmaction - INFO - Epoch [243][140/940] lr: 4.000e-04, eta: 5:04:51, time: 1.230, data_time: 0.056, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8623, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.5640 2022-02-11 14:43:17,525 - mmaction - INFO - Epoch [243][160/940] lr: 4.000e-04, eta: 5:04:23, time: 1.230, data_time: 0.061, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8613, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.5604 2022-02-11 14:43:42,169 - mmaction - INFO - Epoch [243][180/940] lr: 4.000e-04, eta: 5:03:54, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.7020, top5_acc: 0.8680, loss_cls: 1.2709, loss: 1.2709, grad_norm: 4.5214 2022-02-11 14:44:06,995 - mmaction - INFO - Epoch [243][200/940] lr: 4.000e-04, eta: 5:03:26, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8582, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.5499 2022-02-11 14:44:31,939 - mmaction - INFO - Epoch [243][220/940] lr: 4.000e-04, eta: 5:02:58, time: 1.247, data_time: 0.076, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8623, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.5712 2022-02-11 14:44:57,010 - mmaction - INFO - Epoch [243][240/940] lr: 4.000e-04, eta: 5:02:29, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8699, loss_cls: 1.2798, loss: 1.2798, grad_norm: 4.5003 2022-02-11 14:45:22,142 - mmaction - INFO - Epoch [243][260/940] lr: 4.000e-04, eta: 5:02:01, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8596, loss_cls: 1.2989, loss: 1.2989, grad_norm: 4.5256 2022-02-11 14:45:47,390 - mmaction - INFO - Epoch [243][280/940] lr: 4.000e-04, eta: 5:01:33, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8615, loss_cls: 1.2958, loss: 1.2958, grad_norm: 4.5115 2022-02-11 14:46:11,903 - mmaction - INFO - Epoch [243][300/940] lr: 4.000e-04, eta: 5:01:04, time: 1.226, data_time: 0.067, memory: 9488, top1_acc: 0.6969, top5_acc: 0.8682, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.4339 2022-02-11 14:46:36,942 - mmaction - INFO - Epoch [243][320/940] lr: 4.000e-04, eta: 5:00:36, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6994, top5_acc: 0.8664, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.5773 2022-02-11 14:47:02,171 - mmaction - INFO - Epoch [243][340/940] lr: 4.000e-04, eta: 5:00:08, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8592, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.6767 2022-02-11 14:47:27,378 - mmaction - INFO - Epoch [243][360/940] lr: 4.000e-04, eta: 4:59:39, time: 1.260, data_time: 0.075, memory: 9488, top1_acc: 0.6973, top5_acc: 0.8619, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.4887 2022-02-11 14:47:52,451 - mmaction - INFO - Epoch [243][380/940] lr: 4.000e-04, eta: 4:59:11, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8668, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.5128 2022-02-11 14:48:17,697 - mmaction - INFO - Epoch [243][400/940] lr: 4.000e-04, eta: 4:58:43, time: 1.262, data_time: 0.076, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8586, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.5988 2022-02-11 14:48:42,731 - mmaction - INFO - Epoch [243][420/940] lr: 4.000e-04, eta: 4:58:14, time: 1.252, data_time: 0.079, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8615, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.5726 2022-02-11 14:49:07,951 - mmaction - INFO - Epoch [243][440/940] lr: 4.000e-04, eta: 4:57:46, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8594, loss_cls: 1.3048, loss: 1.3048, grad_norm: 4.5906 2022-02-11 14:49:33,134 - mmaction - INFO - Epoch [243][460/940] lr: 4.000e-04, eta: 4:57:18, time: 1.259, data_time: 0.073, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8615, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.5586 2022-02-11 14:49:58,380 - mmaction - INFO - Epoch [243][480/940] lr: 4.000e-04, eta: 4:56:50, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8674, loss_cls: 1.2978, loss: 1.2978, grad_norm: 4.5606 2022-02-11 14:50:23,740 - mmaction - INFO - Epoch [243][500/940] lr: 4.000e-04, eta: 4:56:21, time: 1.268, data_time: 0.075, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8633, loss_cls: 1.2835, loss: 1.2835, grad_norm: 4.5300 2022-02-11 14:50:48,834 - mmaction - INFO - Epoch [243][520/940] lr: 4.000e-04, eta: 4:55:53, time: 1.255, data_time: 0.074, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8584, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.5702 2022-02-11 14:51:13,680 - mmaction - INFO - Epoch [243][540/940] lr: 4.000e-04, eta: 4:55:25, time: 1.242, data_time: 0.075, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8543, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.5467 2022-02-11 14:51:38,804 - mmaction - INFO - Epoch [243][560/940] lr: 4.000e-04, eta: 4:54:56, time: 1.257, data_time: 0.078, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8572, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.6151 2022-02-11 14:52:03,783 - mmaction - INFO - Epoch [243][580/940] lr: 4.000e-04, eta: 4:54:28, time: 1.248, data_time: 0.074, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8570, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.6049 2022-02-11 14:52:28,831 - mmaction - INFO - Epoch [243][600/940] lr: 4.000e-04, eta: 4:54:00, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8613, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.5427 2022-02-11 14:52:53,788 - mmaction - INFO - Epoch [243][620/940] lr: 4.000e-04, eta: 4:53:31, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8715, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.5489 2022-02-11 14:53:18,808 - mmaction - INFO - Epoch [243][640/940] lr: 4.000e-04, eta: 4:53:03, time: 1.251, data_time: 0.080, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8598, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.6683 2022-02-11 14:53:43,608 - mmaction - INFO - Epoch [243][660/940] lr: 4.000e-04, eta: 4:52:35, time: 1.240, data_time: 0.073, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8627, loss_cls: 1.2884, loss: 1.2884, grad_norm: 4.5874 2022-02-11 14:54:08,514 - mmaction - INFO - Epoch [243][680/940] lr: 4.000e-04, eta: 4:52:06, time: 1.245, data_time: 0.077, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8598, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.6087 2022-02-11 14:54:33,588 - mmaction - INFO - Epoch [243][700/940] lr: 4.000e-04, eta: 4:51:38, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8576, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.6277 2022-02-11 14:54:58,874 - mmaction - INFO - Epoch [243][720/940] lr: 4.000e-04, eta: 4:51:10, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8613, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.5874 2022-02-11 14:55:23,968 - mmaction - INFO - Epoch [243][740/940] lr: 4.000e-04, eta: 4:50:41, time: 1.255, data_time: 0.070, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3253, loss: 1.3253, grad_norm: 4.6576 2022-02-11 14:55:48,982 - mmaction - INFO - Epoch [243][760/940] lr: 4.000e-04, eta: 4:50:13, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8639, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.6203 2022-02-11 14:56:14,010 - mmaction - INFO - Epoch [243][780/940] lr: 4.000e-04, eta: 4:49:45, time: 1.252, data_time: 0.070, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8494, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.7095 2022-02-11 14:56:39,354 - mmaction - INFO - Epoch [243][800/940] lr: 4.000e-04, eta: 4:49:17, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8623, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.5208 2022-02-11 14:57:04,206 - mmaction - INFO - Epoch [243][820/940] lr: 4.000e-04, eta: 4:48:48, time: 1.243, data_time: 0.067, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8566, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.5551 2022-02-11 14:57:29,430 - mmaction - INFO - Epoch [243][840/940] lr: 4.000e-04, eta: 4:48:20, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8684, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.6518 2022-02-11 14:57:54,487 - mmaction - INFO - Epoch [243][860/940] lr: 4.000e-04, eta: 4:47:52, time: 1.253, data_time: 0.074, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8504, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.6151 2022-02-11 14:58:19,584 - mmaction - INFO - Epoch [243][880/940] lr: 4.000e-04, eta: 4:47:23, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8555, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.6120 2022-02-11 14:58:44,406 - mmaction - INFO - Epoch [243][900/940] lr: 4.000e-04, eta: 4:46:55, time: 1.241, data_time: 0.068, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8615, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.6323 2022-02-11 14:59:09,487 - mmaction - INFO - Epoch [243][920/940] lr: 4.000e-04, eta: 4:46:27, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8605, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.6156 2022-02-11 14:59:33,020 - mmaction - INFO - Epoch [243][940/940] lr: 4.000e-04, eta: 4:45:58, time: 1.177, data_time: 0.058, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8584, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.5518 2022-02-11 15:02:06,883 - mmaction - INFO - Epoch [244][20/940] lr: 4.000e-04, eta: 4:45:39, time: 7.576, data_time: 5.663, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8592, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5350 2022-02-11 15:02:30,432 - mmaction - INFO - Epoch [244][40/940] lr: 4.000e-04, eta: 4:45:11, time: 1.177, data_time: 0.048, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8645, loss_cls: 1.2962, loss: 1.2962, grad_norm: 4.4746 2022-02-11 15:02:54,297 - mmaction - INFO - Epoch [244][60/940] lr: 4.000e-04, eta: 4:44:42, time: 1.193, data_time: 0.045, memory: 9488, top1_acc: 0.6984, top5_acc: 0.8697, loss_cls: 1.2650, loss: 1.2650, grad_norm: 4.5817 2022-02-11 15:03:18,161 - mmaction - INFO - Epoch [244][80/940] lr: 4.000e-04, eta: 4:44:14, time: 1.193, data_time: 0.046, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8604, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.6505 2022-02-11 15:03:42,616 - mmaction - INFO - Epoch [244][100/940] lr: 4.000e-04, eta: 4:43:45, time: 1.223, data_time: 0.040, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8650, loss_cls: 1.2780, loss: 1.2780, grad_norm: 4.5191 2022-02-11 15:04:07,915 - mmaction - INFO - Epoch [244][120/940] lr: 4.000e-04, eta: 4:43:17, time: 1.261, data_time: 0.057, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8598, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.5232 2022-02-11 15:04:32,368 - mmaction - INFO - Epoch [244][140/940] lr: 4.000e-04, eta: 4:42:49, time: 1.227, data_time: 0.058, memory: 9488, top1_acc: 0.6816, top5_acc: 0.8531, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.5882 2022-02-11 15:04:57,115 - mmaction - INFO - Epoch [244][160/940] lr: 4.000e-04, eta: 4:42:20, time: 1.237, data_time: 0.057, memory: 9488, top1_acc: 0.6939, top5_acc: 0.8676, loss_cls: 1.2559, loss: 1.2559, grad_norm: 4.5407 2022-02-11 15:05:21,952 - mmaction - INFO - Epoch [244][180/940] lr: 4.000e-04, eta: 4:41:52, time: 1.242, data_time: 0.060, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8629, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.5553 2022-02-11 15:05:46,736 - mmaction - INFO - Epoch [244][200/940] lr: 4.000e-04, eta: 4:41:24, time: 1.239, data_time: 0.068, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8584, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.6826 2022-02-11 15:06:11,358 - mmaction - INFO - Epoch [244][220/940] lr: 4.000e-04, eta: 4:40:55, time: 1.232, data_time: 0.056, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2734, loss: 1.2734, grad_norm: 4.5502 2022-02-11 15:06:36,315 - mmaction - INFO - Epoch [244][240/940] lr: 4.000e-04, eta: 4:40:27, time: 1.247, data_time: 0.065, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8584, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.6362 2022-02-11 15:07:01,182 - mmaction - INFO - Epoch [244][260/940] lr: 4.000e-04, eta: 4:39:59, time: 1.243, data_time: 0.064, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8557, loss_cls: 1.3102, loss: 1.3102, grad_norm: 4.5401 2022-02-11 15:07:26,371 - mmaction - INFO - Epoch [244][280/940] lr: 4.000e-04, eta: 4:39:31, time: 1.260, data_time: 0.060, memory: 9488, top1_acc: 0.6982, top5_acc: 0.8652, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.6018 2022-02-11 15:07:51,244 - mmaction - INFO - Epoch [244][300/940] lr: 4.000e-04, eta: 4:39:02, time: 1.244, data_time: 0.052, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8680, loss_cls: 1.2651, loss: 1.2651, grad_norm: 4.5679 2022-02-11 15:08:16,252 - mmaction - INFO - Epoch [244][320/940] lr: 4.000e-04, eta: 4:38:34, time: 1.251, data_time: 0.054, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8525, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.6823 2022-02-11 15:08:41,015 - mmaction - INFO - Epoch [244][340/940] lr: 4.000e-04, eta: 4:38:06, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8537, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.5539 2022-02-11 15:09:06,243 - mmaction - INFO - Epoch [244][360/940] lr: 4.000e-04, eta: 4:37:37, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.6000 2022-02-11 15:09:31,395 - mmaction - INFO - Epoch [244][380/940] lr: 4.000e-04, eta: 4:37:09, time: 1.258, data_time: 0.057, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8574, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.6070 2022-02-11 15:09:56,230 - mmaction - INFO - Epoch [244][400/940] lr: 4.000e-04, eta: 4:36:41, time: 1.242, data_time: 0.056, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8613, loss_cls: 1.2871, loss: 1.2871, grad_norm: 4.6460 2022-02-11 15:10:21,601 - mmaction - INFO - Epoch [244][420/940] lr: 4.000e-04, eta: 4:36:12, time: 1.268, data_time: 0.066, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8557, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.5735 2022-02-11 15:10:46,545 - mmaction - INFO - Epoch [244][440/940] lr: 4.000e-04, eta: 4:35:44, time: 1.247, data_time: 0.067, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8580, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.6796 2022-02-11 15:11:11,392 - mmaction - INFO - Epoch [244][460/940] lr: 4.000e-04, eta: 4:35:16, time: 1.242, data_time: 0.061, memory: 9488, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2550, loss: 1.2550, grad_norm: 4.5479 2022-02-11 15:11:36,682 - mmaction - INFO - Epoch [244][480/940] lr: 4.000e-04, eta: 4:34:48, time: 1.264, data_time: 0.070, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.6248 2022-02-11 15:12:01,790 - mmaction - INFO - Epoch [244][500/940] lr: 4.000e-04, eta: 4:34:19, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8570, loss_cls: 1.3522, loss: 1.3522, grad_norm: 4.6062 2022-02-11 15:12:26,665 - mmaction - INFO - Epoch [244][520/940] lr: 4.000e-04, eta: 4:33:51, time: 1.244, data_time: 0.071, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8592, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.6278 2022-02-11 15:12:51,719 - mmaction - INFO - Epoch [244][540/940] lr: 4.000e-04, eta: 4:33:23, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8605, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.4992 2022-02-11 15:13:16,750 - mmaction - INFO - Epoch [244][560/940] lr: 4.000e-04, eta: 4:32:54, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8598, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.6747 2022-02-11 15:13:41,839 - mmaction - INFO - Epoch [244][580/940] lr: 4.000e-04, eta: 4:32:26, time: 1.254, data_time: 0.061, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8553, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.6501 2022-02-11 15:14:06,919 - mmaction - INFO - Epoch [244][600/940] lr: 4.000e-04, eta: 4:31:58, time: 1.255, data_time: 0.062, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8553, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.6421 2022-02-11 15:14:31,815 - mmaction - INFO - Epoch [244][620/940] lr: 4.000e-04, eta: 4:31:29, time: 1.244, data_time: 0.061, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8691, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.6247 2022-02-11 15:14:56,466 - mmaction - INFO - Epoch [244][640/940] lr: 4.000e-04, eta: 4:31:01, time: 1.233, data_time: 0.063, memory: 9488, top1_acc: 0.6980, top5_acc: 0.8746, loss_cls: 1.2456, loss: 1.2456, grad_norm: 4.5680 2022-02-11 15:15:21,609 - mmaction - INFO - Epoch [244][660/940] lr: 4.000e-04, eta: 4:30:33, time: 1.258, data_time: 0.072, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8525, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.7437 2022-02-11 15:15:46,826 - mmaction - INFO - Epoch [244][680/940] lr: 4.000e-04, eta: 4:30:05, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8537, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.5979 2022-02-11 15:16:11,771 - mmaction - INFO - Epoch [244][700/940] lr: 4.000e-04, eta: 4:29:36, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8557, loss_cls: 1.3412, loss: 1.3412, grad_norm: 4.6487 2022-02-11 15:16:36,784 - mmaction - INFO - Epoch [244][720/940] lr: 4.000e-04, eta: 4:29:08, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8545, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.5637 2022-02-11 15:17:01,827 - mmaction - INFO - Epoch [244][740/940] lr: 4.000e-04, eta: 4:28:40, time: 1.252, data_time: 0.061, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8613, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.6004 2022-02-11 15:17:26,842 - mmaction - INFO - Epoch [244][760/940] lr: 4.000e-04, eta: 4:28:11, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8666, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.5619 2022-02-11 15:17:51,979 - mmaction - INFO - Epoch [244][780/940] lr: 4.000e-04, eta: 4:27:43, time: 1.257, data_time: 0.066, memory: 9488, top1_acc: 0.6678, top5_acc: 0.8482, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.7488 2022-02-11 15:18:17,579 - mmaction - INFO - Epoch [244][800/940] lr: 4.000e-04, eta: 4:27:15, time: 1.280, data_time: 0.068, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8689, loss_cls: 1.2613, loss: 1.2613, grad_norm: 4.4965 2022-02-11 15:18:42,585 - mmaction - INFO - Epoch [244][820/940] lr: 4.000e-04, eta: 4:26:47, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8627, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.5425 2022-02-11 15:19:07,723 - mmaction - INFO - Epoch [244][840/940] lr: 4.000e-04, eta: 4:26:18, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8600, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.6155 2022-02-11 15:19:33,000 - mmaction - INFO - Epoch [244][860/940] lr: 4.000e-04, eta: 4:25:50, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8535, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.5787 2022-02-11 15:19:58,256 - mmaction - INFO - Epoch [244][880/940] lr: 4.000e-04, eta: 4:25:22, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8641, loss_cls: 1.2979, loss: 1.2979, grad_norm: 4.5472 2022-02-11 15:20:23,309 - mmaction - INFO - Epoch [244][900/940] lr: 4.000e-04, eta: 4:24:54, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8607, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.5371 2022-02-11 15:20:48,331 - mmaction - INFO - Epoch [244][920/940] lr: 4.000e-04, eta: 4:24:25, time: 1.251, data_time: 0.078, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8670, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.6819 2022-02-11 15:21:12,194 - mmaction - INFO - Epoch [244][940/940] lr: 4.000e-04, eta: 4:23:57, time: 1.193, data_time: 0.052, memory: 9488, top1_acc: 0.6849, top5_acc: 0.8584, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.5758 2022-02-11 15:23:47,447 - mmaction - INFO - Epoch [245][20/940] lr: 4.000e-04, eta: 4:23:37, time: 7.651, data_time: 5.687, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8631, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.5992 2022-02-11 15:24:11,065 - mmaction - INFO - Epoch [245][40/940] lr: 4.000e-04, eta: 4:23:09, time: 1.182, data_time: 0.054, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8688, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.5515 2022-02-11 15:24:34,918 - mmaction - INFO - Epoch [245][60/940] lr: 4.000e-04, eta: 4:22:40, time: 1.193, data_time: 0.044, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8525, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.7047 2022-02-11 15:24:58,809 - mmaction - INFO - Epoch [245][80/940] lr: 4.000e-04, eta: 4:22:12, time: 1.194, data_time: 0.043, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8613, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5839 2022-02-11 15:25:23,344 - mmaction - INFO - Epoch [245][100/940] lr: 4.000e-04, eta: 4:21:44, time: 1.227, data_time: 0.048, memory: 9488, top1_acc: 0.6779, top5_acc: 0.8510, loss_cls: 1.3568, loss: 1.3568, grad_norm: 4.5996 2022-02-11 15:25:47,887 - mmaction - INFO - Epoch [245][120/940] lr: 4.000e-04, eta: 4:21:15, time: 1.227, data_time: 0.050, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8598, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.6125 2022-02-11 15:26:12,506 - mmaction - INFO - Epoch [245][140/940] lr: 4.000e-04, eta: 4:20:47, time: 1.231, data_time: 0.054, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8627, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.6803 2022-02-11 15:26:37,388 - mmaction - INFO - Epoch [245][160/940] lr: 4.000e-04, eta: 4:20:19, time: 1.244, data_time: 0.051, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8623, loss_cls: 1.2674, loss: 1.2674, grad_norm: 4.5280 2022-02-11 15:27:02,045 - mmaction - INFO - Epoch [245][180/940] lr: 4.000e-04, eta: 4:19:50, time: 1.233, data_time: 0.054, memory: 9488, top1_acc: 0.6963, top5_acc: 0.8596, loss_cls: 1.2853, loss: 1.2853, grad_norm: 4.5266 2022-02-11 15:27:26,925 - mmaction - INFO - Epoch [245][200/940] lr: 4.000e-04, eta: 4:19:22, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8625, loss_cls: 1.2919, loss: 1.2919, grad_norm: 4.5222 2022-02-11 15:27:51,732 - mmaction - INFO - Epoch [245][220/940] lr: 4.000e-04, eta: 4:18:54, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8701, loss_cls: 1.2607, loss: 1.2607, grad_norm: 4.5252 2022-02-11 15:28:16,661 - mmaction - INFO - Epoch [245][240/940] lr: 4.000e-04, eta: 4:18:25, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8615, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.6126 2022-02-11 15:28:41,776 - mmaction - INFO - Epoch [245][260/940] lr: 4.000e-04, eta: 4:17:57, time: 1.256, data_time: 0.059, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8566, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.6599 2022-02-11 15:29:06,631 - mmaction - INFO - Epoch [245][280/940] lr: 4.000e-04, eta: 4:17:29, time: 1.243, data_time: 0.062, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8693, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.6048 2022-02-11 15:29:31,368 - mmaction - INFO - Epoch [245][300/940] lr: 4.000e-04, eta: 4:17:01, time: 1.237, data_time: 0.061, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8514, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.6189 2022-02-11 15:29:55,951 - mmaction - INFO - Epoch [245][320/940] lr: 4.000e-04, eta: 4:16:32, time: 1.229, data_time: 0.050, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.6615 2022-02-11 15:30:21,311 - mmaction - INFO - Epoch [245][340/940] lr: 4.000e-04, eta: 4:16:04, time: 1.268, data_time: 0.058, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8598, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.6201 2022-02-11 15:30:46,587 - mmaction - INFO - Epoch [245][360/940] lr: 4.000e-04, eta: 4:15:36, time: 1.264, data_time: 0.066, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8686, loss_cls: 1.2625, loss: 1.2625, grad_norm: 4.5057 2022-02-11 15:31:11,551 - mmaction - INFO - Epoch [245][380/940] lr: 4.000e-04, eta: 4:15:07, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8490, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.5413 2022-02-11 15:31:36,329 - mmaction - INFO - Epoch [245][400/940] lr: 4.000e-04, eta: 4:14:39, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8547, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.6511 2022-02-11 15:32:01,062 - mmaction - INFO - Epoch [245][420/940] lr: 4.000e-04, eta: 4:14:11, time: 1.237, data_time: 0.065, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8584, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.6378 2022-02-11 15:32:25,821 - mmaction - INFO - Epoch [245][440/940] lr: 4.000e-04, eta: 4:13:43, time: 1.238, data_time: 0.061, memory: 9488, top1_acc: 0.6744, top5_acc: 0.8480, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.6663 2022-02-11 15:32:51,066 - mmaction - INFO - Epoch [245][460/940] lr: 4.000e-04, eta: 4:13:14, time: 1.262, data_time: 0.069, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8699, loss_cls: 1.2631, loss: 1.2631, grad_norm: 4.5178 2022-02-11 15:33:15,864 - mmaction - INFO - Epoch [245][480/940] lr: 4.000e-04, eta: 4:12:46, time: 1.240, data_time: 0.070, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8584, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.5525 2022-02-11 15:33:40,610 - mmaction - INFO - Epoch [245][500/940] lr: 4.000e-04, eta: 4:12:18, time: 1.237, data_time: 0.056, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8576, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.6015 2022-02-11 15:34:05,401 - mmaction - INFO - Epoch [245][520/940] lr: 4.000e-04, eta: 4:11:49, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8455, loss_cls: 1.3800, loss: 1.3800, grad_norm: 4.6235 2022-02-11 15:34:30,371 - mmaction - INFO - Epoch [245][540/940] lr: 4.000e-04, eta: 4:11:21, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.6130 2022-02-11 15:34:55,144 - mmaction - INFO - Epoch [245][560/940] lr: 4.000e-04, eta: 4:10:53, time: 1.239, data_time: 0.071, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8594, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.7219 2022-02-11 15:35:20,126 - mmaction - INFO - Epoch [245][580/940] lr: 4.000e-04, eta: 4:10:25, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8604, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.5570 2022-02-11 15:35:45,125 - mmaction - INFO - Epoch [245][600/940] lr: 4.000e-04, eta: 4:09:56, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8584, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.5717 2022-02-11 15:36:10,171 - mmaction - INFO - Epoch [245][620/940] lr: 4.000e-04, eta: 4:09:28, time: 1.252, data_time: 0.075, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8572, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.6521 2022-02-11 15:36:35,111 - mmaction - INFO - Epoch [245][640/940] lr: 4.000e-04, eta: 4:09:00, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8594, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.6047 2022-02-11 15:36:59,920 - mmaction - INFO - Epoch [245][660/940] lr: 4.000e-04, eta: 4:08:31, time: 1.240, data_time: 0.062, memory: 9488, top1_acc: 0.6740, top5_acc: 0.8529, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.6872 2022-02-11 15:37:24,949 - mmaction - INFO - Epoch [245][680/940] lr: 4.000e-04, eta: 4:08:03, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.6114 2022-02-11 15:37:49,856 - mmaction - INFO - Epoch [245][700/940] lr: 4.000e-04, eta: 4:07:35, time: 1.245, data_time: 0.060, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8566, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.5258 2022-02-11 15:38:14,734 - mmaction - INFO - Epoch [245][720/940] lr: 4.000e-04, eta: 4:07:07, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8631, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.6380 2022-02-11 15:38:39,616 - mmaction - INFO - Epoch [245][740/940] lr: 4.000e-04, eta: 4:06:38, time: 1.243, data_time: 0.063, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8516, loss_cls: 1.3702, loss: 1.3702, grad_norm: 4.6546 2022-02-11 15:39:04,458 - mmaction - INFO - Epoch [245][760/940] lr: 4.000e-04, eta: 4:06:10, time: 1.243, data_time: 0.057, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8605, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.6127 2022-02-11 15:39:29,609 - mmaction - INFO - Epoch [245][780/940] lr: 4.000e-04, eta: 4:05:42, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8621, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.6457 2022-02-11 15:39:54,938 - mmaction - INFO - Epoch [245][800/940] lr: 4.000e-04, eta: 4:05:14, time: 1.266, data_time: 0.080, memory: 9488, top1_acc: 0.6988, top5_acc: 0.8686, loss_cls: 1.2762, loss: 1.2762, grad_norm: 4.5275 2022-02-11 15:40:19,904 - mmaction - INFO - Epoch [245][820/940] lr: 4.000e-04, eta: 4:04:45, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8623, loss_cls: 1.2853, loss: 1.2853, grad_norm: 4.5864 2022-02-11 15:40:45,181 - mmaction - INFO - Epoch [245][840/940] lr: 4.000e-04, eta: 4:04:17, time: 1.264, data_time: 0.062, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8535, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.6190 2022-02-11 15:41:10,191 - mmaction - INFO - Epoch [245][860/940] lr: 4.000e-04, eta: 4:03:49, time: 1.250, data_time: 0.066, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8725, loss_cls: 1.2544, loss: 1.2544, grad_norm: 4.5661 2022-02-11 15:41:35,112 - mmaction - INFO - Epoch [245][880/940] lr: 4.000e-04, eta: 4:03:20, time: 1.246, data_time: 0.070, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8582, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.6919 2022-02-11 15:42:00,174 - mmaction - INFO - Epoch [245][900/940] lr: 4.000e-04, eta: 4:02:52, time: 1.253, data_time: 0.064, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3610, loss: 1.3610, grad_norm: 4.6166 2022-02-11 15:42:25,323 - mmaction - INFO - Epoch [245][920/940] lr: 4.000e-04, eta: 4:02:24, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8457, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.6586 2022-02-11 15:42:49,315 - mmaction - INFO - Epoch [245][940/940] lr: 4.000e-04, eta: 4:01:56, time: 1.199, data_time: 0.050, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8600, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.6161 2022-02-11 15:42:54,622 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 15:42:54,626 - mmaction - INFO - 110 BN found 2022-02-11 15:47:06,485 - mmaction - INFO - BN stats updated 2022-02-11 15:47:08,489 - mmaction - INFO - Saving checkpoint at 245 epochs 2022-02-11 15:49:59,916 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 15:50:00,697 - mmaction - INFO - top1_acc 0.6952 top5_acc 0.8872 2022-02-11 15:50:00,697 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 15:50:00,788 - mmaction - INFO - mean_acc 0.6952 2022-02-11 15:50:00,854 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_230.pth was removed 2022-02-11 15:50:01,701 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_245.pth. 2022-02-11 15:50:01,701 - mmaction - INFO - Best top1_acc is 0.6952 at 245 epoch. 2022-02-11 15:50:01,709 - mmaction - INFO - Epoch(val) [245][78] top1_acc: 0.6952, top5_acc: 0.8872, mean_class_accuracy: 0.6952 2022-02-11 15:52:23,831 - mmaction - INFO - Epoch [246][20/940] lr: 4.000e-04, eta: 4:01:34, time: 7.103, data_time: 5.723, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2899, loss: 1.2899, grad_norm: 4.5895 2022-02-11 15:52:47,375 - mmaction - INFO - Epoch [246][40/940] lr: 4.000e-04, eta: 4:01:06, time: 1.177, data_time: 0.051, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8545, loss_cls: 1.3587, loss: 1.3587, grad_norm: 4.6454 2022-02-11 15:53:10,948 - mmaction - INFO - Epoch [246][60/940] lr: 4.000e-04, eta: 4:00:38, time: 1.179, data_time: 0.039, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8592, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.6225 2022-02-11 15:53:34,907 - mmaction - INFO - Epoch [246][80/940] lr: 4.000e-04, eta: 4:00:09, time: 1.198, data_time: 0.045, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8666, loss_cls: 1.2792, loss: 1.2792, grad_norm: 4.5633 2022-02-11 15:53:58,919 - mmaction - INFO - Epoch [246][100/940] lr: 4.000e-04, eta: 3:59:41, time: 1.201, data_time: 0.051, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8625, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.6351 2022-02-11 15:54:22,943 - mmaction - INFO - Epoch [246][120/940] lr: 4.000e-04, eta: 3:59:13, time: 1.200, data_time: 0.052, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8641, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.5988 2022-02-11 15:54:47,536 - mmaction - INFO - Epoch [246][140/940] lr: 4.000e-04, eta: 3:58:44, time: 1.230, data_time: 0.057, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8592, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.6553 2022-02-11 15:55:12,172 - mmaction - INFO - Epoch [246][160/940] lr: 4.000e-04, eta: 3:58:16, time: 1.232, data_time: 0.053, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8635, loss_cls: 1.2837, loss: 1.2837, grad_norm: 4.6037 2022-02-11 15:55:36,898 - mmaction - INFO - Epoch [246][180/940] lr: 4.000e-04, eta: 3:57:48, time: 1.236, data_time: 0.055, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8627, loss_cls: 1.2995, loss: 1.2995, grad_norm: 4.6509 2022-02-11 15:56:01,717 - mmaction - INFO - Epoch [246][200/940] lr: 4.000e-04, eta: 3:57:19, time: 1.242, data_time: 0.053, memory: 9488, top1_acc: 0.6959, top5_acc: 0.8715, loss_cls: 1.2314, loss: 1.2314, grad_norm: 4.5331 2022-02-11 15:56:26,653 - mmaction - INFO - Epoch [246][220/940] lr: 4.000e-04, eta: 3:56:51, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8586, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.5741 2022-02-11 15:56:51,249 - mmaction - INFO - Epoch [246][240/940] lr: 4.000e-04, eta: 3:56:23, time: 1.230, data_time: 0.056, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8611, loss_cls: 1.2971, loss: 1.2971, grad_norm: 4.5992 2022-02-11 15:57:16,040 - mmaction - INFO - Epoch [246][260/940] lr: 4.000e-04, eta: 3:55:55, time: 1.239, data_time: 0.059, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8572, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.5976 2022-02-11 15:57:40,980 - mmaction - INFO - Epoch [246][280/940] lr: 4.000e-04, eta: 3:55:26, time: 1.248, data_time: 0.057, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.2915, loss: 1.2915, grad_norm: 4.5908 2022-02-11 15:58:06,011 - mmaction - INFO - Epoch [246][300/940] lr: 4.000e-04, eta: 3:54:58, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8516, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.5883 2022-02-11 15:58:30,980 - mmaction - INFO - Epoch [246][320/940] lr: 4.000e-04, eta: 3:54:30, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8600, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.6252 2022-02-11 15:58:55,852 - mmaction - INFO - Epoch [246][340/940] lr: 4.000e-04, eta: 3:54:02, time: 1.243, data_time: 0.062, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8604, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.5528 2022-02-11 15:59:20,908 - mmaction - INFO - Epoch [246][360/940] lr: 4.000e-04, eta: 3:53:33, time: 1.253, data_time: 0.070, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8578, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.5591 2022-02-11 15:59:45,563 - mmaction - INFO - Epoch [246][380/940] lr: 4.000e-04, eta: 3:53:05, time: 1.233, data_time: 0.061, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.5086 2022-02-11 16:00:10,636 - mmaction - INFO - Epoch [246][400/940] lr: 4.000e-04, eta: 3:52:37, time: 1.250, data_time: 0.059, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8686, loss_cls: 1.2587, loss: 1.2587, grad_norm: 4.4170 2022-02-11 16:00:35,503 - mmaction - INFO - Epoch [246][420/940] lr: 4.000e-04, eta: 3:52:09, time: 1.247, data_time: 0.074, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8600, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.6892 2022-02-11 16:01:00,340 - mmaction - INFO - Epoch [246][440/940] lr: 4.000e-04, eta: 3:51:40, time: 1.243, data_time: 0.068, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8611, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.6965 2022-02-11 16:01:25,427 - mmaction - INFO - Epoch [246][460/940] lr: 4.000e-04, eta: 3:51:12, time: 1.254, data_time: 0.067, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8623, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.6300 2022-02-11 16:01:50,347 - mmaction - INFO - Epoch [246][480/940] lr: 4.000e-04, eta: 3:50:44, time: 1.246, data_time: 0.072, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8645, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.6433 2022-02-11 16:02:15,506 - mmaction - INFO - Epoch [246][500/940] lr: 4.000e-04, eta: 3:50:16, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8582, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.5871 2022-02-11 16:02:40,500 - mmaction - INFO - Epoch [246][520/940] lr: 4.000e-04, eta: 3:49:47, time: 1.250, data_time: 0.060, memory: 9488, top1_acc: 0.7016, top5_acc: 0.8689, loss_cls: 1.2651, loss: 1.2651, grad_norm: 4.5341 2022-02-11 16:03:05,431 - mmaction - INFO - Epoch [246][540/940] lr: 4.000e-04, eta: 3:49:19, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8588, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.5883 2022-02-11 16:03:30,711 - mmaction - INFO - Epoch [246][560/940] lr: 4.000e-04, eta: 3:48:51, time: 1.263, data_time: 0.066, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8576, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.6639 2022-02-11 16:03:55,803 - mmaction - INFO - Epoch [246][580/940] lr: 4.000e-04, eta: 3:48:23, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8658, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.6071 2022-02-11 16:04:21,046 - mmaction - INFO - Epoch [246][600/940] lr: 4.000e-04, eta: 3:47:54, time: 1.262, data_time: 0.061, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.6567 2022-02-11 16:04:46,008 - mmaction - INFO - Epoch [246][620/940] lr: 4.000e-04, eta: 3:47:26, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8615, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.6319 2022-02-11 16:05:11,033 - mmaction - INFO - Epoch [246][640/940] lr: 4.000e-04, eta: 3:46:58, time: 1.252, data_time: 0.063, memory: 9488, top1_acc: 0.6953, top5_acc: 0.8666, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.5445 2022-02-11 16:05:36,163 - mmaction - INFO - Epoch [246][660/940] lr: 4.000e-04, eta: 3:46:30, time: 1.256, data_time: 0.062, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8672, loss_cls: 1.2706, loss: 1.2706, grad_norm: 4.5281 2022-02-11 16:06:01,507 - mmaction - INFO - Epoch [246][680/940] lr: 4.000e-04, eta: 3:46:01, time: 1.267, data_time: 0.077, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8633, loss_cls: 1.2744, loss: 1.2744, grad_norm: 4.5083 2022-02-11 16:06:26,554 - mmaction - INFO - Epoch [246][700/940] lr: 4.000e-04, eta: 3:45:33, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8611, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.5982 2022-02-11 16:06:51,820 - mmaction - INFO - Epoch [246][720/940] lr: 4.000e-04, eta: 3:45:05, time: 1.262, data_time: 0.058, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8646, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.5585 2022-02-11 16:07:17,025 - mmaction - INFO - Epoch [246][740/940] lr: 4.000e-04, eta: 3:44:37, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8705, loss_cls: 1.2691, loss: 1.2691, grad_norm: 4.6062 2022-02-11 16:07:42,273 - mmaction - INFO - Epoch [246][760/940] lr: 4.000e-04, eta: 3:44:08, time: 1.263, data_time: 0.062, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8580, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.6731 2022-02-11 16:08:07,529 - mmaction - INFO - Epoch [246][780/940] lr: 4.000e-04, eta: 3:43:40, time: 1.262, data_time: 0.056, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8605, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.6451 2022-02-11 16:08:32,581 - mmaction - INFO - Epoch [246][800/940] lr: 4.000e-04, eta: 3:43:12, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6736, top5_acc: 0.8520, loss_cls: 1.3782, loss: 1.3782, grad_norm: 4.7412 2022-02-11 16:08:57,901 - mmaction - INFO - Epoch [246][820/940] lr: 4.000e-04, eta: 3:42:44, time: 1.266, data_time: 0.064, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8654, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.5544 2022-02-11 16:09:22,929 - mmaction - INFO - Epoch [246][840/940] lr: 4.000e-04, eta: 3:42:15, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8576, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.6829 2022-02-11 16:09:47,921 - mmaction - INFO - Epoch [246][860/940] lr: 4.000e-04, eta: 3:41:47, time: 1.250, data_time: 0.054, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8646, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.6509 2022-02-11 16:10:14,441 - mmaction - INFO - Epoch [246][880/940] lr: 4.000e-04, eta: 3:41:19, time: 1.327, data_time: 0.065, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8748, loss_cls: 1.2449, loss: 1.2449, grad_norm: 4.5415 2022-02-11 16:10:39,546 - mmaction - INFO - Epoch [246][900/940] lr: 4.000e-04, eta: 3:40:51, time: 1.255, data_time: 0.061, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8604, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.7068 2022-02-11 16:11:04,778 - mmaction - INFO - Epoch [246][920/940] lr: 4.000e-04, eta: 3:40:23, time: 1.262, data_time: 0.062, memory: 9488, top1_acc: 0.6982, top5_acc: 0.8736, loss_cls: 1.2540, loss: 1.2540, grad_norm: 4.5247 2022-02-11 16:11:28,705 - mmaction - INFO - Epoch [246][940/940] lr: 4.000e-04, eta: 3:39:54, time: 1.196, data_time: 0.052, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8600, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.6732 2022-02-11 16:14:53,634 - mmaction - INFO - Epoch [247][20/940] lr: 4.000e-04, eta: 3:39:35, time: 9.697, data_time: 8.380, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8629, loss_cls: 1.2801, loss: 1.2801, grad_norm: 4.5942 2022-02-11 16:15:17,362 - mmaction - INFO - Epoch [247][40/940] lr: 4.000e-04, eta: 3:39:07, time: 1.186, data_time: 0.049, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8555, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.6560 2022-02-11 16:15:41,260 - mmaction - INFO - Epoch [247][60/940] lr: 4.000e-04, eta: 3:38:38, time: 1.195, data_time: 0.050, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8650, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.5811 2022-02-11 16:16:05,489 - mmaction - INFO - Epoch [247][80/940] lr: 4.000e-04, eta: 3:38:10, time: 1.211, data_time: 0.047, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8580, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.6148 2022-02-11 16:16:30,152 - mmaction - INFO - Epoch [247][100/940] lr: 4.000e-04, eta: 3:37:42, time: 1.233, data_time: 0.052, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8594, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.5410 2022-02-11 16:16:54,686 - mmaction - INFO - Epoch [247][120/940] lr: 4.000e-04, eta: 3:37:14, time: 1.227, data_time: 0.056, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8584, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.6895 2022-02-11 16:17:19,610 - mmaction - INFO - Epoch [247][140/940] lr: 4.000e-04, eta: 3:36:45, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.7008, top5_acc: 0.8746, loss_cls: 1.2390, loss: 1.2390, grad_norm: 4.5959 2022-02-11 16:17:44,498 - mmaction - INFO - Epoch [247][160/940] lr: 4.000e-04, eta: 3:36:17, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8607, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.6434 2022-02-11 16:18:09,075 - mmaction - INFO - Epoch [247][180/940] lr: 4.000e-04, eta: 3:35:49, time: 1.228, data_time: 0.058, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8570, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.6017 2022-02-11 16:18:34,568 - mmaction - INFO - Epoch [247][200/940] lr: 4.000e-04, eta: 3:35:21, time: 1.275, data_time: 0.062, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8623, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.6492 2022-02-11 16:18:59,620 - mmaction - INFO - Epoch [247][220/940] lr: 4.000e-04, eta: 3:34:52, time: 1.253, data_time: 0.066, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8623, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.5836 2022-02-11 16:19:24,653 - mmaction - INFO - Epoch [247][240/940] lr: 4.000e-04, eta: 3:34:24, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8592, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.6591 2022-02-11 16:19:49,832 - mmaction - INFO - Epoch [247][260/940] lr: 4.000e-04, eta: 3:33:56, time: 1.259, data_time: 0.062, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8645, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.6440 2022-02-11 16:20:14,808 - mmaction - INFO - Epoch [247][280/940] lr: 4.000e-04, eta: 3:33:28, time: 1.249, data_time: 0.067, memory: 9488, top1_acc: 0.6992, top5_acc: 0.8652, loss_cls: 1.2667, loss: 1.2667, grad_norm: 4.5323 2022-02-11 16:20:39,928 - mmaction - INFO - Epoch [247][300/940] lr: 4.000e-04, eta: 3:32:59, time: 1.256, data_time: 0.070, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8639, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.6025 2022-02-11 16:21:05,236 - mmaction - INFO - Epoch [247][320/940] lr: 4.000e-04, eta: 3:32:31, time: 1.265, data_time: 0.065, memory: 9488, top1_acc: 0.6750, top5_acc: 0.8557, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.6510 2022-02-11 16:21:30,362 - mmaction - INFO - Epoch [247][340/940] lr: 4.000e-04, eta: 3:32:03, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.6273 2022-02-11 16:21:55,572 - mmaction - INFO - Epoch [247][360/940] lr: 4.000e-04, eta: 3:31:35, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8660, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.6854 2022-02-11 16:22:20,876 - mmaction - INFO - Epoch [247][380/940] lr: 4.000e-04, eta: 3:31:06, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8555, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.6969 2022-02-11 16:22:45,884 - mmaction - INFO - Epoch [247][400/940] lr: 4.000e-04, eta: 3:30:38, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8664, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.6257 2022-02-11 16:23:11,202 - mmaction - INFO - Epoch [247][420/940] lr: 4.000e-04, eta: 3:30:10, time: 1.266, data_time: 0.074, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8568, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.6370 2022-02-11 16:23:36,246 - mmaction - INFO - Epoch [247][440/940] lr: 4.000e-04, eta: 3:29:42, time: 1.252, data_time: 0.068, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.2971, loss: 1.2971, grad_norm: 4.5895 2022-02-11 16:24:01,171 - mmaction - INFO - Epoch [247][460/940] lr: 4.000e-04, eta: 3:29:13, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8613, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.5283 2022-02-11 16:24:26,372 - mmaction - INFO - Epoch [247][480/940] lr: 4.000e-04, eta: 3:28:45, time: 1.261, data_time: 0.064, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8527, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.6342 2022-02-11 16:24:51,318 - mmaction - INFO - Epoch [247][500/940] lr: 4.000e-04, eta: 3:28:17, time: 1.248, data_time: 0.064, memory: 9488, top1_acc: 0.6951, top5_acc: 0.8639, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.5810 2022-02-11 16:25:16,192 - mmaction - INFO - Epoch [247][520/940] lr: 4.000e-04, eta: 3:27:49, time: 1.243, data_time: 0.061, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8582, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.6816 2022-02-11 16:25:41,378 - mmaction - INFO - Epoch [247][540/940] lr: 4.000e-04, eta: 3:27:20, time: 1.260, data_time: 0.065, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8586, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.6554 2022-02-11 16:26:06,303 - mmaction - INFO - Epoch [247][560/940] lr: 4.000e-04, eta: 3:26:52, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8549, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.6489 2022-02-11 16:26:31,075 - mmaction - INFO - Epoch [247][580/940] lr: 4.000e-04, eta: 3:26:24, time: 1.239, data_time: 0.063, memory: 9488, top1_acc: 0.7008, top5_acc: 0.8686, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.4707 2022-02-11 16:26:56,434 - mmaction - INFO - Epoch [247][600/940] lr: 4.000e-04, eta: 3:25:56, time: 1.269, data_time: 0.068, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8607, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.5888 2022-02-11 16:27:21,242 - mmaction - INFO - Epoch [247][620/940] lr: 4.000e-04, eta: 3:25:28, time: 1.240, data_time: 0.065, memory: 9488, top1_acc: 0.6783, top5_acc: 0.8609, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.6561 2022-02-11 16:27:46,439 - mmaction - INFO - Epoch [247][640/940] lr: 4.000e-04, eta: 3:24:59, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8566, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.7128 2022-02-11 16:28:11,434 - mmaction - INFO - Epoch [247][660/940] lr: 4.000e-04, eta: 3:24:31, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8590, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.5840 2022-02-11 16:28:36,607 - mmaction - INFO - Epoch [247][680/940] lr: 4.000e-04, eta: 3:24:03, time: 1.259, data_time: 0.067, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8682, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.5829 2022-02-11 16:29:01,550 - mmaction - INFO - Epoch [247][700/940] lr: 4.000e-04, eta: 3:23:35, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8533, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.6635 2022-02-11 16:29:26,613 - mmaction - INFO - Epoch [247][720/940] lr: 4.000e-04, eta: 3:23:06, time: 1.253, data_time: 0.061, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8590, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.7001 2022-02-11 16:29:51,766 - mmaction - INFO - Epoch [247][740/940] lr: 4.000e-04, eta: 3:22:38, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8543, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.6556 2022-02-11 16:30:16,773 - mmaction - INFO - Epoch [247][760/940] lr: 4.000e-04, eta: 3:22:10, time: 1.250, data_time: 0.062, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8598, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.6433 2022-02-11 16:30:41,961 - mmaction - INFO - Epoch [247][780/940] lr: 4.000e-04, eta: 3:21:42, time: 1.259, data_time: 0.074, memory: 9488, top1_acc: 0.6900, top5_acc: 0.8637, loss_cls: 1.2752, loss: 1.2752, grad_norm: 4.5287 2022-02-11 16:31:07,170 - mmaction - INFO - Epoch [247][800/940] lr: 4.000e-04, eta: 3:21:13, time: 1.261, data_time: 0.061, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8570, loss_cls: 1.3102, loss: 1.3102, grad_norm: 4.5214 2022-02-11 16:31:32,378 - mmaction - INFO - Epoch [247][820/940] lr: 4.000e-04, eta: 3:20:45, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8682, loss_cls: 1.2817, loss: 1.2817, grad_norm: 4.6110 2022-02-11 16:31:57,416 - mmaction - INFO - Epoch [247][840/940] lr: 4.000e-04, eta: 3:20:17, time: 1.252, data_time: 0.066, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8637, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.5086 2022-02-11 16:32:22,527 - mmaction - INFO - Epoch [247][860/940] lr: 4.000e-04, eta: 3:19:49, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8631, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.6497 2022-02-11 16:32:47,701 - mmaction - INFO - Epoch [247][880/940] lr: 4.000e-04, eta: 3:19:21, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8596, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.6721 2022-02-11 16:33:13,123 - mmaction - INFO - Epoch [247][900/940] lr: 4.000e-04, eta: 3:18:52, time: 1.271, data_time: 0.059, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8586, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.6493 2022-02-11 16:33:38,046 - mmaction - INFO - Epoch [247][920/940] lr: 4.000e-04, eta: 3:18:24, time: 1.246, data_time: 0.054, memory: 9488, top1_acc: 0.6984, top5_acc: 0.8631, loss_cls: 1.2751, loss: 1.2751, grad_norm: 4.5971 2022-02-11 16:34:01,891 - mmaction - INFO - Epoch [247][940/940] lr: 4.000e-04, eta: 3:17:56, time: 1.192, data_time: 0.047, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8675, loss_cls: 1.2929, loss: 1.2929, grad_norm: 4.6631 2022-02-11 16:37:01,635 - mmaction - INFO - Epoch [248][20/940] lr: 4.000e-04, eta: 3:17:35, time: 8.590, data_time: 7.111, memory: 9488, top1_acc: 0.7004, top5_acc: 0.8600, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.5242 2022-02-11 16:37:25,258 - mmaction - INFO - Epoch [248][40/940] lr: 4.000e-04, eta: 3:17:06, time: 1.182, data_time: 0.052, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8656, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.6310 2022-02-11 16:37:49,291 - mmaction - INFO - Epoch [248][60/940] lr: 4.000e-04, eta: 3:16:38, time: 1.202, data_time: 0.049, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8627, loss_cls: 1.2958, loss: 1.2958, grad_norm: 4.5499 2022-02-11 16:38:13,567 - mmaction - INFO - Epoch [248][80/940] lr: 4.000e-04, eta: 3:16:10, time: 1.214, data_time: 0.052, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8711, loss_cls: 1.2472, loss: 1.2472, grad_norm: 4.5712 2022-02-11 16:38:38,194 - mmaction - INFO - Epoch [248][100/940] lr: 4.000e-04, eta: 3:15:42, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.6971, top5_acc: 0.8652, loss_cls: 1.2752, loss: 1.2752, grad_norm: 4.6089 2022-02-11 16:39:02,767 - mmaction - INFO - Epoch [248][120/940] lr: 4.000e-04, eta: 3:15:13, time: 1.229, data_time: 0.064, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.5994 2022-02-11 16:39:27,684 - mmaction - INFO - Epoch [248][140/940] lr: 4.000e-04, eta: 3:14:45, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6988, top5_acc: 0.8656, loss_cls: 1.2733, loss: 1.2733, grad_norm: 4.6033 2022-02-11 16:39:52,635 - mmaction - INFO - Epoch [248][160/940] lr: 4.000e-04, eta: 3:14:17, time: 1.247, data_time: 0.060, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8721, loss_cls: 1.2702, loss: 1.2702, grad_norm: 4.6710 2022-02-11 16:40:17,545 - mmaction - INFO - Epoch [248][180/940] lr: 4.000e-04, eta: 3:13:49, time: 1.246, data_time: 0.069, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8676, loss_cls: 1.2782, loss: 1.2782, grad_norm: 4.5978 2022-02-11 16:40:42,212 - mmaction - INFO - Epoch [248][200/940] lr: 4.000e-04, eta: 3:13:20, time: 1.233, data_time: 0.055, memory: 9488, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.6373 2022-02-11 16:41:06,977 - mmaction - INFO - Epoch [248][220/940] lr: 4.000e-04, eta: 3:12:52, time: 1.238, data_time: 0.058, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8600, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.6359 2022-02-11 16:41:31,980 - mmaction - INFO - Epoch [248][240/940] lr: 4.000e-04, eta: 3:12:24, time: 1.250, data_time: 0.065, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8615, loss_cls: 1.2762, loss: 1.2762, grad_norm: 4.6471 2022-02-11 16:41:56,782 - mmaction - INFO - Epoch [248][260/940] lr: 4.000e-04, eta: 3:11:56, time: 1.240, data_time: 0.061, memory: 9488, top1_acc: 0.6768, top5_acc: 0.8549, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.6140 2022-02-11 16:42:21,578 - mmaction - INFO - Epoch [248][280/940] lr: 4.000e-04, eta: 3:11:27, time: 1.240, data_time: 0.064, memory: 9488, top1_acc: 0.6979, top5_acc: 0.8662, loss_cls: 1.2551, loss: 1.2551, grad_norm: 4.5545 2022-02-11 16:42:46,803 - mmaction - INFO - Epoch [248][300/940] lr: 4.000e-04, eta: 3:10:59, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6764, top5_acc: 0.8570, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.6634 2022-02-11 16:43:12,161 - mmaction - INFO - Epoch [248][320/940] lr: 4.000e-04, eta: 3:10:31, time: 1.268, data_time: 0.079, memory: 9488, top1_acc: 0.6998, top5_acc: 0.8666, loss_cls: 1.2653, loss: 1.2653, grad_norm: 4.6254 2022-02-11 16:43:37,066 - mmaction - INFO - Epoch [248][340/940] lr: 4.000e-04, eta: 3:10:03, time: 1.246, data_time: 0.063, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8490, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.7188 2022-02-11 16:44:02,136 - mmaction - INFO - Epoch [248][360/940] lr: 4.000e-04, eta: 3:09:34, time: 1.253, data_time: 0.077, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8568, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.6600 2022-02-11 16:44:27,030 - mmaction - INFO - Epoch [248][380/940] lr: 4.000e-04, eta: 3:09:06, time: 1.245, data_time: 0.065, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8584, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.6346 2022-02-11 16:44:52,087 - mmaction - INFO - Epoch [248][400/940] lr: 4.000e-04, eta: 3:08:38, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8605, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.6754 2022-02-11 16:45:17,683 - mmaction - INFO - Epoch [248][420/940] lr: 4.000e-04, eta: 3:08:10, time: 1.280, data_time: 0.077, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8645, loss_cls: 1.2774, loss: 1.2774, grad_norm: 4.6108 2022-02-11 16:45:42,990 - mmaction - INFO - Epoch [248][440/940] lr: 4.000e-04, eta: 3:07:42, time: 1.266, data_time: 0.072, memory: 9488, top1_acc: 0.6977, top5_acc: 0.8678, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.5812 2022-02-11 16:46:07,889 - mmaction - INFO - Epoch [248][460/940] lr: 4.000e-04, eta: 3:07:13, time: 1.244, data_time: 0.074, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8619, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.6532 2022-02-11 16:46:32,904 - mmaction - INFO - Epoch [248][480/940] lr: 4.000e-04, eta: 3:06:45, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8652, loss_cls: 1.2774, loss: 1.2774, grad_norm: 4.5141 2022-02-11 16:46:57,835 - mmaction - INFO - Epoch [248][500/940] lr: 4.000e-04, eta: 3:06:17, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6754, top5_acc: 0.8555, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.7061 2022-02-11 16:47:22,591 - mmaction - INFO - Epoch [248][520/940] lr: 4.000e-04, eta: 3:05:49, time: 1.238, data_time: 0.072, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8588, loss_cls: 1.3155, loss: 1.3155, grad_norm: 4.6006 2022-02-11 16:47:47,719 - mmaction - INFO - Epoch [248][540/940] lr: 4.000e-04, eta: 3:05:20, time: 1.256, data_time: 0.073, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8582, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.6367 2022-02-11 16:48:12,995 - mmaction - INFO - Epoch [248][560/940] lr: 4.000e-04, eta: 3:04:52, time: 1.264, data_time: 0.073, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8572, loss_cls: 1.2929, loss: 1.2929, grad_norm: 4.6189 2022-02-11 16:48:37,960 - mmaction - INFO - Epoch [248][580/940] lr: 4.000e-04, eta: 3:04:24, time: 1.248, data_time: 0.075, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8658, loss_cls: 1.2905, loss: 1.2905, grad_norm: 4.6074 2022-02-11 16:49:03,097 - mmaction - INFO - Epoch [248][600/940] lr: 4.000e-04, eta: 3:03:56, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.7004, top5_acc: 0.8697, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.6248 2022-02-11 16:49:28,126 - mmaction - INFO - Epoch [248][620/940] lr: 4.000e-04, eta: 3:03:28, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8670, loss_cls: 1.2844, loss: 1.2844, grad_norm: 4.6495 2022-02-11 16:49:53,137 - mmaction - INFO - Epoch [248][640/940] lr: 4.000e-04, eta: 3:02:59, time: 1.250, data_time: 0.077, memory: 9488, top1_acc: 0.7006, top5_acc: 0.8605, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.5866 2022-02-11 16:50:18,173 - mmaction - INFO - Epoch [248][660/940] lr: 4.000e-04, eta: 3:02:31, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8580, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.7291 2022-02-11 16:50:43,368 - mmaction - INFO - Epoch [248][680/940] lr: 4.000e-04, eta: 3:02:03, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8574, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.6545 2022-02-11 16:51:08,451 - mmaction - INFO - Epoch [248][700/940] lr: 4.000e-04, eta: 3:01:35, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8621, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.6384 2022-02-11 16:51:33,757 - mmaction - INFO - Epoch [248][720/940] lr: 4.000e-04, eta: 3:01:07, time: 1.265, data_time: 0.079, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8594, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.6032 2022-02-11 16:51:58,692 - mmaction - INFO - Epoch [248][740/940] lr: 4.000e-04, eta: 3:00:38, time: 1.247, data_time: 0.073, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8598, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.6856 2022-02-11 16:52:23,892 - mmaction - INFO - Epoch [248][760/940] lr: 4.000e-04, eta: 3:00:10, time: 1.260, data_time: 0.077, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8582, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.7206 2022-02-11 16:52:48,957 - mmaction - INFO - Epoch [248][780/940] lr: 4.000e-04, eta: 2:59:42, time: 1.253, data_time: 0.079, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8686, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.6208 2022-02-11 16:53:13,967 - mmaction - INFO - Epoch [248][800/940] lr: 4.000e-04, eta: 2:59:14, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6695, top5_acc: 0.8504, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.7244 2022-02-11 16:53:39,176 - mmaction - INFO - Epoch [248][820/940] lr: 4.000e-04, eta: 2:58:46, time: 1.260, data_time: 0.080, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8545, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.6954 2022-02-11 16:54:04,135 - mmaction - INFO - Epoch [248][840/940] lr: 4.000e-04, eta: 2:58:17, time: 1.249, data_time: 0.076, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8604, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.6747 2022-02-11 16:54:29,206 - mmaction - INFO - Epoch [248][860/940] lr: 4.000e-04, eta: 2:57:49, time: 1.253, data_time: 0.069, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8650, loss_cls: 1.2854, loss: 1.2854, grad_norm: 4.5017 2022-02-11 16:54:54,463 - mmaction - INFO - Epoch [248][880/940] lr: 4.000e-04, eta: 2:57:21, time: 1.263, data_time: 0.074, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8621, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.7032 2022-02-11 16:55:19,600 - mmaction - INFO - Epoch [248][900/940] lr: 4.000e-04, eta: 2:56:53, time: 1.257, data_time: 0.083, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8619, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.7001 2022-02-11 16:55:44,799 - mmaction - INFO - Epoch [248][920/940] lr: 4.000e-04, eta: 2:56:24, time: 1.260, data_time: 0.076, memory: 9488, top1_acc: 0.6775, top5_acc: 0.8529, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.6492 2022-02-11 16:56:08,745 - mmaction - INFO - Epoch [248][940/940] lr: 4.000e-04, eta: 2:55:56, time: 1.198, data_time: 0.063, memory: 9488, top1_acc: 0.7045, top5_acc: 0.8685, loss_cls: 1.2612, loss: 1.2612, grad_norm: 4.6213 2022-02-11 16:59:10,712 - mmaction - INFO - Epoch [249][20/940] lr: 4.000e-04, eta: 2:55:34, time: 8.717, data_time: 7.055, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8621, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.5796 2022-02-11 16:59:34,279 - mmaction - INFO - Epoch [249][40/940] lr: 4.000e-04, eta: 2:55:06, time: 1.178, data_time: 0.052, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8631, loss_cls: 1.3014, loss: 1.3014, grad_norm: 4.6181 2022-02-11 16:59:57,958 - mmaction - INFO - Epoch [249][60/940] lr: 4.000e-04, eta: 2:54:38, time: 1.184, data_time: 0.042, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8643, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.6553 2022-02-11 17:00:21,826 - mmaction - INFO - Epoch [249][80/940] lr: 4.000e-04, eta: 2:54:10, time: 1.193, data_time: 0.049, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8594, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.7448 2022-02-11 17:00:46,016 - mmaction - INFO - Epoch [249][100/940] lr: 4.000e-04, eta: 2:53:41, time: 1.209, data_time: 0.049, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8693, loss_cls: 1.2556, loss: 1.2556, grad_norm: 4.6257 2022-02-11 17:01:10,632 - mmaction - INFO - Epoch [249][120/940] lr: 4.000e-04, eta: 2:53:13, time: 1.231, data_time: 0.050, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8572, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.6567 2022-02-11 17:01:35,446 - mmaction - INFO - Epoch [249][140/940] lr: 4.000e-04, eta: 2:52:45, time: 1.240, data_time: 0.059, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8613, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.6334 2022-02-11 17:02:00,415 - mmaction - INFO - Epoch [249][160/940] lr: 4.000e-04, eta: 2:52:17, time: 1.248, data_time: 0.051, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8699, loss_cls: 1.2805, loss: 1.2805, grad_norm: 4.5984 2022-02-11 17:02:25,173 - mmaction - INFO - Epoch [249][180/940] lr: 4.000e-04, eta: 2:51:48, time: 1.238, data_time: 0.062, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8561, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.6436 2022-02-11 17:02:50,070 - mmaction - INFO - Epoch [249][200/940] lr: 4.000e-04, eta: 2:51:20, time: 1.245, data_time: 0.064, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8611, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.6134 2022-02-11 17:03:15,039 - mmaction - INFO - Epoch [249][220/940] lr: 4.000e-04, eta: 2:50:52, time: 1.248, data_time: 0.061, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8578, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.6264 2022-02-11 17:03:40,120 - mmaction - INFO - Epoch [249][240/940] lr: 4.000e-04, eta: 2:50:24, time: 1.254, data_time: 0.068, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8617, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.5916 2022-02-11 17:04:05,610 - mmaction - INFO - Epoch [249][260/940] lr: 4.000e-04, eta: 2:49:56, time: 1.275, data_time: 0.061, memory: 9488, top1_acc: 0.6838, top5_acc: 0.8639, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5589 2022-02-11 17:04:30,743 - mmaction - INFO - Epoch [249][280/940] lr: 4.000e-04, eta: 2:49:27, time: 1.256, data_time: 0.071, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8598, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.6931 2022-02-11 17:04:55,806 - mmaction - INFO - Epoch [249][300/940] lr: 4.000e-04, eta: 2:48:59, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8564, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.6054 2022-02-11 17:05:21,006 - mmaction - INFO - Epoch [249][320/940] lr: 4.000e-04, eta: 2:48:31, time: 1.260, data_time: 0.066, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8566, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.5938 2022-02-11 17:05:46,129 - mmaction - INFO - Epoch [249][340/940] lr: 4.000e-04, eta: 2:48:03, time: 1.255, data_time: 0.057, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8631, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.5913 2022-02-11 17:06:11,155 - mmaction - INFO - Epoch [249][360/940] lr: 4.000e-04, eta: 2:47:34, time: 1.252, data_time: 0.064, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8654, loss_cls: 1.2942, loss: 1.2942, grad_norm: 4.5660 2022-02-11 17:06:36,401 - mmaction - INFO - Epoch [249][380/940] lr: 4.000e-04, eta: 2:47:06, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8596, loss_cls: 1.2922, loss: 1.2922, grad_norm: 4.6030 2022-02-11 17:07:01,492 - mmaction - INFO - Epoch [249][400/940] lr: 4.000e-04, eta: 2:46:38, time: 1.255, data_time: 0.064, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8641, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.5986 2022-02-11 17:07:26,659 - mmaction - INFO - Epoch [249][420/940] lr: 4.000e-04, eta: 2:46:10, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8514, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.6804 2022-02-11 17:07:51,772 - mmaction - INFO - Epoch [249][440/940] lr: 4.000e-04, eta: 2:45:42, time: 1.256, data_time: 0.072, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8684, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.5873 2022-02-11 17:08:16,971 - mmaction - INFO - Epoch [249][460/940] lr: 4.000e-04, eta: 2:45:13, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8676, loss_cls: 1.2595, loss: 1.2595, grad_norm: 4.5783 2022-02-11 17:08:42,112 - mmaction - INFO - Epoch [249][480/940] lr: 4.000e-04, eta: 2:44:45, time: 1.257, data_time: 0.075, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.6377 2022-02-11 17:09:07,034 - mmaction - INFO - Epoch [249][500/940] lr: 4.000e-04, eta: 2:44:17, time: 1.246, data_time: 0.066, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.6207 2022-02-11 17:09:32,096 - mmaction - INFO - Epoch [249][520/940] lr: 4.000e-04, eta: 2:43:49, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.7649 2022-02-11 17:09:57,289 - mmaction - INFO - Epoch [249][540/940] lr: 4.000e-04, eta: 2:43:21, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8502, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.6122 2022-02-11 17:10:22,471 - mmaction - INFO - Epoch [249][560/940] lr: 4.000e-04, eta: 2:42:52, time: 1.259, data_time: 0.068, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8590, loss_cls: 1.2949, loss: 1.2949, grad_norm: 4.6062 2022-02-11 17:10:47,626 - mmaction - INFO - Epoch [249][580/940] lr: 4.000e-04, eta: 2:42:24, time: 1.258, data_time: 0.068, memory: 9488, top1_acc: 0.6963, top5_acc: 0.8631, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.5463 2022-02-11 17:11:12,603 - mmaction - INFO - Epoch [249][600/940] lr: 4.000e-04, eta: 2:41:56, time: 1.249, data_time: 0.066, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8609, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.7043 2022-02-11 17:11:37,676 - mmaction - INFO - Epoch [249][620/940] lr: 4.000e-04, eta: 2:41:28, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8621, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.6087 2022-02-11 17:12:02,694 - mmaction - INFO - Epoch [249][640/940] lr: 4.000e-04, eta: 2:41:00, time: 1.250, data_time: 0.067, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8547, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.6970 2022-02-11 17:12:27,800 - mmaction - INFO - Epoch [249][660/940] lr: 4.000e-04, eta: 2:40:31, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6791, top5_acc: 0.8523, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.6863 2022-02-11 17:12:52,972 - mmaction - INFO - Epoch [249][680/940] lr: 4.000e-04, eta: 2:40:03, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8621, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.5098 2022-02-11 17:13:18,120 - mmaction - INFO - Epoch [249][700/940] lr: 4.000e-04, eta: 2:39:35, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8623, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.6771 2022-02-11 17:13:43,203 - mmaction - INFO - Epoch [249][720/940] lr: 4.000e-04, eta: 2:39:07, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6977, top5_acc: 0.8705, loss_cls: 1.2524, loss: 1.2524, grad_norm: 4.6422 2022-02-11 17:14:08,274 - mmaction - INFO - Epoch [249][740/940] lr: 4.000e-04, eta: 2:38:39, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6771, top5_acc: 0.8471, loss_cls: 1.3738, loss: 1.3738, grad_norm: 4.7323 2022-02-11 17:14:33,526 - mmaction - INFO - Epoch [249][760/940] lr: 4.000e-04, eta: 2:38:10, time: 1.263, data_time: 0.069, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8643, loss_cls: 1.2813, loss: 1.2813, grad_norm: 4.6430 2022-02-11 17:14:58,558 - mmaction - INFO - Epoch [249][780/940] lr: 4.000e-04, eta: 2:37:42, time: 1.252, data_time: 0.074, memory: 9488, top1_acc: 0.6820, top5_acc: 0.8572, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.6686 2022-02-11 17:15:23,730 - mmaction - INFO - Epoch [249][800/940] lr: 4.000e-04, eta: 2:37:14, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8559, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.6547 2022-02-11 17:15:48,678 - mmaction - INFO - Epoch [249][820/940] lr: 4.000e-04, eta: 2:36:46, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8574, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.6460 2022-02-11 17:16:13,733 - mmaction - INFO - Epoch [249][840/940] lr: 4.000e-04, eta: 2:36:18, time: 1.253, data_time: 0.068, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2760, loss: 1.2760, grad_norm: 4.7732 2022-02-11 17:16:38,821 - mmaction - INFO - Epoch [249][860/940] lr: 4.000e-04, eta: 2:35:50, time: 1.255, data_time: 0.071, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8666, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.6908 2022-02-11 17:17:03,964 - mmaction - INFO - Epoch [249][880/940] lr: 4.000e-04, eta: 2:35:21, time: 1.256, data_time: 0.076, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8518, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.7140 2022-02-11 17:17:29,016 - mmaction - INFO - Epoch [249][900/940] lr: 4.000e-04, eta: 2:34:53, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.6982, top5_acc: 0.8707, loss_cls: 1.2574, loss: 1.2574, grad_norm: 4.5717 2022-02-11 17:17:54,290 - mmaction - INFO - Epoch [249][920/940] lr: 4.000e-04, eta: 2:34:25, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8631, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.6343 2022-02-11 17:18:17,978 - mmaction - INFO - Epoch [249][940/940] lr: 4.000e-04, eta: 2:33:57, time: 1.185, data_time: 0.061, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8553, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.6468 2022-02-11 17:21:18,199 - mmaction - INFO - Epoch [250][20/940] lr: 4.000e-04, eta: 2:33:34, time: 8.700, data_time: 7.211, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8613, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.6159 2022-02-11 17:21:41,860 - mmaction - INFO - Epoch [250][40/940] lr: 4.000e-04, eta: 2:33:06, time: 1.183, data_time: 0.053, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8615, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.6310 2022-02-11 17:22:05,738 - mmaction - INFO - Epoch [250][60/940] lr: 4.000e-04, eta: 2:32:38, time: 1.194, data_time: 0.046, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8564, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.6029 2022-02-11 17:22:29,732 - mmaction - INFO - Epoch [250][80/940] lr: 4.000e-04, eta: 2:32:09, time: 1.200, data_time: 0.047, memory: 9488, top1_acc: 0.6936, top5_acc: 0.8648, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.5588 2022-02-11 17:22:54,051 - mmaction - INFO - Epoch [250][100/940] lr: 4.000e-04, eta: 2:31:41, time: 1.216, data_time: 0.048, memory: 9488, top1_acc: 0.6969, top5_acc: 0.8607, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.6273 2022-02-11 17:23:18,682 - mmaction - INFO - Epoch [250][120/940] lr: 4.000e-04, eta: 2:31:13, time: 1.231, data_time: 0.050, memory: 9488, top1_acc: 0.7047, top5_acc: 0.8721, loss_cls: 1.2311, loss: 1.2311, grad_norm: 4.4906 2022-02-11 17:23:43,270 - mmaction - INFO - Epoch [250][140/940] lr: 4.000e-04, eta: 2:30:45, time: 1.229, data_time: 0.052, memory: 9488, top1_acc: 0.7021, top5_acc: 0.8623, loss_cls: 1.2557, loss: 1.2557, grad_norm: 4.4977 2022-02-11 17:24:08,000 - mmaction - INFO - Epoch [250][160/940] lr: 4.000e-04, eta: 2:30:16, time: 1.237, data_time: 0.059, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8525, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.6449 2022-02-11 17:24:32,756 - mmaction - INFO - Epoch [250][180/940] lr: 4.000e-04, eta: 2:29:48, time: 1.237, data_time: 0.055, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8619, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.6955 2022-02-11 17:24:57,729 - mmaction - INFO - Epoch [250][200/940] lr: 4.000e-04, eta: 2:29:20, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8578, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.6578 2022-02-11 17:25:22,539 - mmaction - INFO - Epoch [250][220/940] lr: 4.000e-04, eta: 2:28:52, time: 1.241, data_time: 0.058, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8650, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.6513 2022-02-11 17:25:47,654 - mmaction - INFO - Epoch [250][240/940] lr: 4.000e-04, eta: 2:28:24, time: 1.256, data_time: 0.067, memory: 9488, top1_acc: 0.6732, top5_acc: 0.8559, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.7347 2022-02-11 17:26:12,742 - mmaction - INFO - Epoch [250][260/940] lr: 4.000e-04, eta: 2:27:55, time: 1.254, data_time: 0.071, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8572, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.6961 2022-02-11 17:26:37,808 - mmaction - INFO - Epoch [250][280/940] lr: 4.000e-04, eta: 2:27:27, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8570, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.7193 2022-02-11 17:27:03,084 - mmaction - INFO - Epoch [250][300/940] lr: 4.000e-04, eta: 2:26:59, time: 1.264, data_time: 0.060, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8668, loss_cls: 1.2559, loss: 1.2559, grad_norm: 4.5964 2022-02-11 17:27:28,247 - mmaction - INFO - Epoch [250][320/940] lr: 4.000e-04, eta: 2:26:31, time: 1.258, data_time: 0.065, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8613, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.7053 2022-02-11 17:27:53,270 - mmaction - INFO - Epoch [250][340/940] lr: 4.000e-04, eta: 2:26:03, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8588, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.6419 2022-02-11 17:28:18,058 - mmaction - INFO - Epoch [250][360/940] lr: 4.000e-04, eta: 2:25:34, time: 1.239, data_time: 0.056, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8523, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.6528 2022-02-11 17:28:43,038 - mmaction - INFO - Epoch [250][380/940] lr: 4.000e-04, eta: 2:25:06, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8594, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.5767 2022-02-11 17:29:08,066 - mmaction - INFO - Epoch [250][400/940] lr: 4.000e-04, eta: 2:24:38, time: 1.251, data_time: 0.076, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8582, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.6068 2022-02-11 17:29:33,054 - mmaction - INFO - Epoch [250][420/940] lr: 4.000e-04, eta: 2:24:10, time: 1.249, data_time: 0.065, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8576, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.6830 2022-02-11 17:29:58,251 - mmaction - INFO - Epoch [250][440/940] lr: 4.000e-04, eta: 2:23:42, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8561, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.7509 2022-02-11 17:30:23,414 - mmaction - INFO - Epoch [250][460/940] lr: 4.000e-04, eta: 2:23:13, time: 1.258, data_time: 0.070, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8604, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.6365 2022-02-11 17:30:48,406 - mmaction - INFO - Epoch [250][480/940] lr: 4.000e-04, eta: 2:22:45, time: 1.250, data_time: 0.075, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.6809 2022-02-11 17:31:13,828 - mmaction - INFO - Epoch [250][500/940] lr: 4.000e-04, eta: 2:22:17, time: 1.271, data_time: 0.071, memory: 9488, top1_acc: 0.6801, top5_acc: 0.8562, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.7256 2022-02-11 17:31:38,791 - mmaction - INFO - Epoch [250][520/940] lr: 4.000e-04, eta: 2:21:49, time: 1.248, data_time: 0.071, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8586, loss_cls: 1.2970, loss: 1.2970, grad_norm: 4.6257 2022-02-11 17:32:03,903 - mmaction - INFO - Epoch [250][540/940] lr: 4.000e-04, eta: 2:21:21, time: 1.255, data_time: 0.067, memory: 9488, top1_acc: 0.6961, top5_acc: 0.8629, loss_cls: 1.2578, loss: 1.2578, grad_norm: 4.5888 2022-02-11 17:32:29,230 - mmaction - INFO - Epoch [250][560/940] lr: 4.000e-04, eta: 2:20:53, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8559, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.7477 2022-02-11 17:32:54,162 - mmaction - INFO - Epoch [250][580/940] lr: 4.000e-04, eta: 2:20:24, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.7422 2022-02-11 17:33:19,312 - mmaction - INFO - Epoch [250][600/940] lr: 4.000e-04, eta: 2:19:56, time: 1.258, data_time: 0.073, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8566, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.7131 2022-02-11 17:33:44,109 - mmaction - INFO - Epoch [250][620/940] lr: 4.000e-04, eta: 2:19:28, time: 1.239, data_time: 0.060, memory: 9488, top1_acc: 0.6811, top5_acc: 0.8621, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.6570 2022-02-11 17:34:09,228 - mmaction - INFO - Epoch [250][640/940] lr: 4.000e-04, eta: 2:19:00, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8576, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.6336 2022-02-11 17:34:34,405 - mmaction - INFO - Epoch [250][660/940] lr: 4.000e-04, eta: 2:18:32, time: 1.259, data_time: 0.075, memory: 9488, top1_acc: 0.6937, top5_acc: 0.8621, loss_cls: 1.2870, loss: 1.2870, grad_norm: 4.6603 2022-02-11 17:34:59,678 - mmaction - INFO - Epoch [250][680/940] lr: 4.000e-04, eta: 2:18:03, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8639, loss_cls: 1.3102, loss: 1.3102, grad_norm: 4.6202 2022-02-11 17:35:24,806 - mmaction - INFO - Epoch [250][700/940] lr: 4.000e-04, eta: 2:17:35, time: 1.256, data_time: 0.081, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8707, loss_cls: 1.2433, loss: 1.2433, grad_norm: 4.4971 2022-02-11 17:35:49,845 - mmaction - INFO - Epoch [250][720/940] lr: 4.000e-04, eta: 2:17:07, time: 1.253, data_time: 0.075, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8605, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.6403 2022-02-11 17:36:15,083 - mmaction - INFO - Epoch [250][740/940] lr: 4.000e-04, eta: 2:16:39, time: 1.261, data_time: 0.066, memory: 9488, top1_acc: 0.7014, top5_acc: 0.8641, loss_cls: 1.2630, loss: 1.2630, grad_norm: 4.5538 2022-02-11 17:36:40,302 - mmaction - INFO - Epoch [250][760/940] lr: 4.000e-04, eta: 2:16:11, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6834, top5_acc: 0.8559, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.6829 2022-02-11 17:37:05,460 - mmaction - INFO - Epoch [250][780/940] lr: 4.000e-04, eta: 2:15:43, time: 1.258, data_time: 0.077, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8582, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.7065 2022-02-11 17:37:30,511 - mmaction - INFO - Epoch [250][800/940] lr: 4.000e-04, eta: 2:15:14, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8617, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.7056 2022-02-11 17:37:55,670 - mmaction - INFO - Epoch [250][820/940] lr: 4.000e-04, eta: 2:14:46, time: 1.258, data_time: 0.066, memory: 9488, top1_acc: 0.6859, top5_acc: 0.8568, loss_cls: 1.3253, loss: 1.3253, grad_norm: 4.7167 2022-02-11 17:38:21,062 - mmaction - INFO - Epoch [250][840/940] lr: 4.000e-04, eta: 2:14:18, time: 1.270, data_time: 0.064, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8736, loss_cls: 1.2531, loss: 1.2531, grad_norm: 4.5902 2022-02-11 17:38:46,216 - mmaction - INFO - Epoch [250][860/940] lr: 4.000e-04, eta: 2:13:50, time: 1.258, data_time: 0.067, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8668, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.6487 2022-02-11 17:39:11,248 - mmaction - INFO - Epoch [250][880/940] lr: 4.000e-04, eta: 2:13:22, time: 1.252, data_time: 0.071, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8623, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.6642 2022-02-11 17:39:36,458 - mmaction - INFO - Epoch [250][900/940] lr: 4.000e-04, eta: 2:12:54, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8625, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.6298 2022-02-11 17:40:01,398 - mmaction - INFO - Epoch [250][920/940] lr: 4.000e-04, eta: 2:12:25, time: 1.247, data_time: 0.072, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8652, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.5933 2022-02-11 17:40:25,076 - mmaction - INFO - Epoch [250][940/940] lr: 4.000e-04, eta: 2:11:57, time: 1.184, data_time: 0.060, memory: 9488, top1_acc: 0.6731, top5_acc: 0.8624, loss_cls: 1.3582, loss: 1.3582, grad_norm: 4.7718 2022-02-11 17:40:32,265 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 17:40:32,270 - mmaction - INFO - 110 BN found 2022-02-11 17:44:50,482 - mmaction - INFO - BN stats updated 2022-02-11 17:44:52,486 - mmaction - INFO - Saving checkpoint at 250 epochs 2022-02-11 17:47:49,679 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 17:47:50,694 - mmaction - INFO - top1_acc 0.6969 top5_acc 0.8872 2022-02-11 17:47:50,953 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 17:47:51,021 - mmaction - INFO - mean_acc 0.6968 2022-02-11 17:47:51,035 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_245.pth was removed 2022-02-11 17:47:52,179 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_250.pth. 2022-02-11 17:47:52,179 - mmaction - INFO - Best top1_acc is 0.6969 at 250 epoch. 2022-02-11 17:47:52,187 - mmaction - INFO - Epoch(val) [250][78] top1_acc: 0.6969, top5_acc: 0.8872, mean_class_accuracy: 0.6968 2022-02-11 17:50:31,470 - mmaction - INFO - Epoch [251][20/940] lr: 4.000e-04, eta: 2:11:33, time: 7.962, data_time: 6.726, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8625, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.5571 2022-02-11 17:50:55,118 - mmaction - INFO - Epoch [251][40/940] lr: 4.000e-04, eta: 2:11:05, time: 1.183, data_time: 0.046, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8635, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.6584 2022-02-11 17:51:18,834 - mmaction - INFO - Epoch [251][60/940] lr: 4.000e-04, eta: 2:10:37, time: 1.185, data_time: 0.041, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8594, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.6395 2022-02-11 17:51:43,063 - mmaction - INFO - Epoch [251][80/940] lr: 4.000e-04, eta: 2:10:09, time: 1.212, data_time: 0.048, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8652, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.6269 2022-02-11 17:52:07,223 - mmaction - INFO - Epoch [251][100/940] lr: 4.000e-04, eta: 2:09:40, time: 1.207, data_time: 0.047, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8643, loss_cls: 1.2893, loss: 1.2893, grad_norm: 4.6096 2022-02-11 17:52:31,842 - mmaction - INFO - Epoch [251][120/940] lr: 4.000e-04, eta: 2:09:12, time: 1.231, data_time: 0.059, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8697, loss_cls: 1.2591, loss: 1.2591, grad_norm: 4.5815 2022-02-11 17:52:56,237 - mmaction - INFO - Epoch [251][140/940] lr: 4.000e-04, eta: 2:08:44, time: 1.220, data_time: 0.051, memory: 9488, top1_acc: 0.6949, top5_acc: 0.8688, loss_cls: 1.2838, loss: 1.2838, grad_norm: 4.6525 2022-02-11 17:53:20,992 - mmaction - INFO - Epoch [251][160/940] lr: 4.000e-04, eta: 2:08:16, time: 1.238, data_time: 0.055, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8568, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.6011 2022-02-11 17:53:45,569 - mmaction - INFO - Epoch [251][180/940] lr: 4.000e-04, eta: 2:07:48, time: 1.229, data_time: 0.062, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8557, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.6333 2022-02-11 17:54:10,047 - mmaction - INFO - Epoch [251][200/940] lr: 4.000e-04, eta: 2:07:19, time: 1.224, data_time: 0.061, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8625, loss_cls: 1.2517, loss: 1.2517, grad_norm: 4.5382 2022-02-11 17:54:34,925 - mmaction - INFO - Epoch [251][220/940] lr: 4.000e-04, eta: 2:06:51, time: 1.244, data_time: 0.063, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8602, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.7738 2022-02-11 17:55:00,106 - mmaction - INFO - Epoch [251][240/940] lr: 4.000e-04, eta: 2:06:23, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6951, top5_acc: 0.8680, loss_cls: 1.2595, loss: 1.2595, grad_norm: 4.6143 2022-02-11 17:55:25,011 - mmaction - INFO - Epoch [251][260/940] lr: 4.000e-04, eta: 2:05:55, time: 1.245, data_time: 0.061, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8633, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.6253 2022-02-11 17:55:49,896 - mmaction - INFO - Epoch [251][280/940] lr: 4.000e-04, eta: 2:05:27, time: 1.244, data_time: 0.060, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8602, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.6593 2022-02-11 17:56:15,155 - mmaction - INFO - Epoch [251][300/940] lr: 4.000e-04, eta: 2:04:58, time: 1.248, data_time: 0.063, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8562, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.6236 2022-02-11 17:56:40,104 - mmaction - INFO - Epoch [251][320/940] lr: 4.000e-04, eta: 2:04:30, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8598, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.5816 2022-02-11 17:57:05,092 - mmaction - INFO - Epoch [251][340/940] lr: 4.000e-04, eta: 2:04:02, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8521, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.6024 2022-02-11 17:57:30,070 - mmaction - INFO - Epoch [251][360/940] lr: 4.000e-04, eta: 2:03:34, time: 1.249, data_time: 0.061, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8611, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.6693 2022-02-11 17:57:54,924 - mmaction - INFO - Epoch [251][380/940] lr: 4.000e-04, eta: 2:03:06, time: 1.243, data_time: 0.068, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2915, loss: 1.2915, grad_norm: 4.6312 2022-02-11 17:58:19,979 - mmaction - INFO - Epoch [251][400/940] lr: 4.000e-04, eta: 2:02:38, time: 1.252, data_time: 0.072, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8672, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.6564 2022-02-11 17:58:45,182 - mmaction - INFO - Epoch [251][420/940] lr: 4.000e-04, eta: 2:02:09, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8627, loss_cls: 1.2834, loss: 1.2834, grad_norm: 4.6518 2022-02-11 17:59:10,422 - mmaction - INFO - Epoch [251][440/940] lr: 4.000e-04, eta: 2:01:41, time: 1.262, data_time: 0.072, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8605, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.7461 2022-02-11 17:59:35,546 - mmaction - INFO - Epoch [251][460/940] lr: 4.000e-04, eta: 2:01:13, time: 1.256, data_time: 0.077, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8561, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.7726 2022-02-11 18:00:00,561 - mmaction - INFO - Epoch [251][480/940] lr: 4.000e-04, eta: 2:00:45, time: 1.251, data_time: 0.074, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8660, loss_cls: 1.2685, loss: 1.2685, grad_norm: 4.5591 2022-02-11 18:00:25,494 - mmaction - INFO - Epoch [251][500/940] lr: 4.000e-04, eta: 2:00:17, time: 1.247, data_time: 0.071, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8572, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.6919 2022-02-11 18:00:50,725 - mmaction - INFO - Epoch [251][520/940] lr: 4.000e-04, eta: 1:59:49, time: 1.261, data_time: 0.080, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8621, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.6057 2022-02-11 18:01:15,860 - mmaction - INFO - Epoch [251][540/940] lr: 4.000e-04, eta: 1:59:20, time: 1.257, data_time: 0.080, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.7011 2022-02-11 18:01:40,979 - mmaction - INFO - Epoch [251][560/940] lr: 4.000e-04, eta: 1:58:52, time: 1.256, data_time: 0.075, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8621, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.5486 2022-02-11 18:02:06,071 - mmaction - INFO - Epoch [251][580/940] lr: 4.000e-04, eta: 1:58:24, time: 1.255, data_time: 0.066, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8617, loss_cls: 1.2809, loss: 1.2809, grad_norm: 4.5824 2022-02-11 18:02:31,005 - mmaction - INFO - Epoch [251][600/940] lr: 4.000e-04, eta: 1:57:56, time: 1.247, data_time: 0.073, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8570, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.6031 2022-02-11 18:02:56,000 - mmaction - INFO - Epoch [251][620/940] lr: 4.000e-04, eta: 1:57:28, time: 1.250, data_time: 0.074, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8643, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.7114 2022-02-11 18:03:21,141 - mmaction - INFO - Epoch [251][640/940] lr: 4.000e-04, eta: 1:57:00, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6795, top5_acc: 0.8580, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.7154 2022-02-11 18:03:46,235 - mmaction - INFO - Epoch [251][660/940] lr: 4.000e-04, eta: 1:56:31, time: 1.255, data_time: 0.069, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8602, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.5974 2022-02-11 18:04:11,245 - mmaction - INFO - Epoch [251][680/940] lr: 4.000e-04, eta: 1:56:03, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8652, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.7250 2022-02-11 18:04:36,155 - mmaction - INFO - Epoch [251][700/940] lr: 4.000e-04, eta: 1:55:35, time: 1.246, data_time: 0.071, memory: 9488, top1_acc: 0.6814, top5_acc: 0.8531, loss_cls: 1.3413, loss: 1.3413, grad_norm: 4.7047 2022-02-11 18:05:01,036 - mmaction - INFO - Epoch [251][720/940] lr: 4.000e-04, eta: 1:55:07, time: 1.244, data_time: 0.073, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8539, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.6438 2022-02-11 18:05:26,050 - mmaction - INFO - Epoch [251][740/940] lr: 4.000e-04, eta: 1:54:39, time: 1.251, data_time: 0.067, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8586, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.6752 2022-02-11 18:05:51,238 - mmaction - INFO - Epoch [251][760/940] lr: 4.000e-04, eta: 1:54:11, time: 1.259, data_time: 0.061, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8627, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.6670 2022-02-11 18:06:16,384 - mmaction - INFO - Epoch [251][780/940] lr: 4.000e-04, eta: 1:53:42, time: 1.257, data_time: 0.074, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8611, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.6135 2022-02-11 18:06:41,386 - mmaction - INFO - Epoch [251][800/940] lr: 4.000e-04, eta: 1:53:14, time: 1.250, data_time: 0.073, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8629, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.7526 2022-02-11 18:07:06,502 - mmaction - INFO - Epoch [251][820/940] lr: 4.000e-04, eta: 1:52:46, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8621, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.6936 2022-02-11 18:07:31,499 - mmaction - INFO - Epoch [251][840/940] lr: 4.000e-04, eta: 1:52:18, time: 1.250, data_time: 0.072, memory: 9488, top1_acc: 0.6975, top5_acc: 0.8666, loss_cls: 1.2528, loss: 1.2528, grad_norm: 4.5084 2022-02-11 18:07:56,590 - mmaction - INFO - Epoch [251][860/940] lr: 4.000e-04, eta: 1:51:50, time: 1.255, data_time: 0.078, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8623, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.6103 2022-02-11 18:08:21,729 - mmaction - INFO - Epoch [251][880/940] lr: 4.000e-04, eta: 1:51:22, time: 1.257, data_time: 0.073, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8703, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.7155 2022-02-11 18:08:46,722 - mmaction - INFO - Epoch [251][900/940] lr: 4.000e-04, eta: 1:50:53, time: 1.250, data_time: 0.063, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8590, loss_cls: 1.2978, loss: 1.2978, grad_norm: 4.5884 2022-02-11 18:09:11,740 - mmaction - INFO - Epoch [251][920/940] lr: 4.000e-04, eta: 1:50:25, time: 1.251, data_time: 0.066, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8678, loss_cls: 1.2439, loss: 1.2439, grad_norm: 4.5737 2022-02-11 18:09:35,694 - mmaction - INFO - Epoch [251][940/940] lr: 4.000e-04, eta: 1:49:57, time: 1.198, data_time: 0.065, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8653, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.6538 2022-02-11 18:12:27,590 - mmaction - INFO - Epoch [252][20/940] lr: 4.000e-04, eta: 1:49:33, time: 8.440, data_time: 6.799, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8602, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.6104 2022-02-11 18:12:51,121 - mmaction - INFO - Epoch [252][40/940] lr: 4.000e-04, eta: 1:49:05, time: 1.177, data_time: 0.051, memory: 9488, top1_acc: 0.6861, top5_acc: 0.8609, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.6514 2022-02-11 18:13:15,050 - mmaction - INFO - Epoch [252][60/940] lr: 4.000e-04, eta: 1:48:36, time: 1.196, data_time: 0.048, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8615, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.7285 2022-02-11 18:13:39,143 - mmaction - INFO - Epoch [252][80/940] lr: 4.000e-04, eta: 1:48:08, time: 1.205, data_time: 0.046, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8568, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.6726 2022-02-11 18:14:03,701 - mmaction - INFO - Epoch [252][100/940] lr: 4.000e-04, eta: 1:47:40, time: 1.228, data_time: 0.056, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8607, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.5320 2022-02-11 18:14:28,548 - mmaction - INFO - Epoch [252][120/940] lr: 4.000e-04, eta: 1:47:12, time: 1.242, data_time: 0.065, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8656, loss_cls: 1.2828, loss: 1.2828, grad_norm: 4.5962 2022-02-11 18:14:53,307 - mmaction - INFO - Epoch [252][140/940] lr: 4.000e-04, eta: 1:46:44, time: 1.238, data_time: 0.060, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8582, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.8176 2022-02-11 18:15:18,277 - mmaction - INFO - Epoch [252][160/940] lr: 4.000e-04, eta: 1:46:15, time: 1.248, data_time: 0.065, memory: 9488, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2728, loss: 1.2728, grad_norm: 4.6086 2022-02-11 18:15:43,227 - mmaction - INFO - Epoch [252][180/940] lr: 4.000e-04, eta: 1:45:47, time: 1.247, data_time: 0.063, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8621, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.7217 2022-02-11 18:16:08,233 - mmaction - INFO - Epoch [252][200/940] lr: 4.000e-04, eta: 1:45:19, time: 1.251, data_time: 0.071, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8637, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.6598 2022-02-11 18:16:33,261 - mmaction - INFO - Epoch [252][220/940] lr: 4.000e-04, eta: 1:44:51, time: 1.252, data_time: 0.060, memory: 9488, top1_acc: 0.6932, top5_acc: 0.8654, loss_cls: 1.2719, loss: 1.2719, grad_norm: 4.6575 2022-02-11 18:16:57,986 - mmaction - INFO - Epoch [252][240/940] lr: 4.000e-04, eta: 1:44:23, time: 1.235, data_time: 0.060, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8617, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.7067 2022-02-11 18:17:22,958 - mmaction - INFO - Epoch [252][260/940] lr: 4.000e-04, eta: 1:43:55, time: 1.249, data_time: 0.072, memory: 9488, top1_acc: 0.6877, top5_acc: 0.8615, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.7087 2022-02-11 18:17:47,808 - mmaction - INFO - Epoch [252][280/940] lr: 4.000e-04, eta: 1:43:26, time: 1.243, data_time: 0.070, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8629, loss_cls: 1.2901, loss: 1.2901, grad_norm: 4.7164 2022-02-11 18:18:12,926 - mmaction - INFO - Epoch [252][300/940] lr: 4.000e-04, eta: 1:42:58, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6830, top5_acc: 0.8580, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.7038 2022-02-11 18:18:37,944 - mmaction - INFO - Epoch [252][320/940] lr: 4.000e-04, eta: 1:42:30, time: 1.251, data_time: 0.069, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8615, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.6965 2022-02-11 18:19:03,024 - mmaction - INFO - Epoch [252][340/940] lr: 4.000e-04, eta: 1:42:02, time: 1.255, data_time: 0.073, memory: 9488, top1_acc: 0.6828, top5_acc: 0.8629, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.6149 2022-02-11 18:19:28,158 - mmaction - INFO - Epoch [252][360/940] lr: 4.000e-04, eta: 1:41:34, time: 1.256, data_time: 0.074, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8590, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.6595 2022-02-11 18:19:53,168 - mmaction - INFO - Epoch [252][380/940] lr: 4.000e-04, eta: 1:41:06, time: 1.250, data_time: 0.070, memory: 9488, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.7217 2022-02-11 18:20:18,154 - mmaction - INFO - Epoch [252][400/940] lr: 4.000e-04, eta: 1:40:37, time: 1.249, data_time: 0.070, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2626, loss: 1.2626, grad_norm: 4.6912 2022-02-11 18:20:43,299 - mmaction - INFO - Epoch [252][420/940] lr: 4.000e-04, eta: 1:40:09, time: 1.257, data_time: 0.072, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8600, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.6846 2022-02-11 18:21:08,266 - mmaction - INFO - Epoch [252][440/940] lr: 4.000e-04, eta: 1:39:41, time: 1.248, data_time: 0.067, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8539, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.7671 2022-02-11 18:21:33,327 - mmaction - INFO - Epoch [252][460/940] lr: 4.000e-04, eta: 1:39:13, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6715, top5_acc: 0.8531, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.7400 2022-02-11 18:21:58,420 - mmaction - INFO - Epoch [252][480/940] lr: 4.000e-04, eta: 1:38:45, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8531, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.6469 2022-02-11 18:22:23,649 - mmaction - INFO - Epoch [252][500/940] lr: 4.000e-04, eta: 1:38:17, time: 1.261, data_time: 0.076, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8631, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.5720 2022-02-11 18:22:48,840 - mmaction - INFO - Epoch [252][520/940] lr: 4.000e-04, eta: 1:37:49, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8598, loss_cls: 1.3057, loss: 1.3057, grad_norm: 4.6510 2022-02-11 18:23:13,907 - mmaction - INFO - Epoch [252][540/940] lr: 4.000e-04, eta: 1:37:20, time: 1.253, data_time: 0.074, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8592, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.7359 2022-02-11 18:23:39,055 - mmaction - INFO - Epoch [252][560/940] lr: 4.000e-04, eta: 1:36:52, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.7018, top5_acc: 0.8695, loss_cls: 1.2566, loss: 1.2566, grad_norm: 4.6376 2022-02-11 18:24:04,267 - mmaction - INFO - Epoch [252][580/940] lr: 4.000e-04, eta: 1:36:24, time: 1.261, data_time: 0.077, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8672, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.6946 2022-02-11 18:24:29,463 - mmaction - INFO - Epoch [252][600/940] lr: 4.000e-04, eta: 1:35:56, time: 1.260, data_time: 0.073, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8660, loss_cls: 1.2923, loss: 1.2923, grad_norm: 4.6568 2022-02-11 18:24:54,737 - mmaction - INFO - Epoch [252][620/940] lr: 4.000e-04, eta: 1:35:28, time: 1.263, data_time: 0.075, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8650, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.6836 2022-02-11 18:25:19,956 - mmaction - INFO - Epoch [252][640/940] lr: 4.000e-04, eta: 1:35:00, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8564, loss_cls: 1.3397, loss: 1.3397, grad_norm: 4.7749 2022-02-11 18:25:45,187 - mmaction - INFO - Epoch [252][660/940] lr: 4.000e-04, eta: 1:34:32, time: 1.262, data_time: 0.080, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.2767, loss: 1.2767, grad_norm: 4.6587 2022-02-11 18:26:10,393 - mmaction - INFO - Epoch [252][680/940] lr: 4.000e-04, eta: 1:34:03, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8613, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.6693 2022-02-11 18:26:35,361 - mmaction - INFO - Epoch [252][700/940] lr: 4.000e-04, eta: 1:33:35, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6879, top5_acc: 0.8539, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.6249 2022-02-11 18:27:00,451 - mmaction - INFO - Epoch [252][720/940] lr: 4.000e-04, eta: 1:33:07, time: 1.254, data_time: 0.075, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8596, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.6222 2022-02-11 18:27:25,741 - mmaction - INFO - Epoch [252][740/940] lr: 4.000e-04, eta: 1:32:39, time: 1.265, data_time: 0.070, memory: 9488, top1_acc: 0.6893, top5_acc: 0.8648, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.6670 2022-02-11 18:27:50,773 - mmaction - INFO - Epoch [252][760/940] lr: 4.000e-04, eta: 1:32:11, time: 1.252, data_time: 0.077, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8684, loss_cls: 1.2820, loss: 1.2820, grad_norm: 4.7127 2022-02-11 18:28:15,934 - mmaction - INFO - Epoch [252][780/940] lr: 4.000e-04, eta: 1:31:43, time: 1.257, data_time: 0.079, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8572, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.6817 2022-02-11 18:28:41,156 - mmaction - INFO - Epoch [252][800/940] lr: 4.000e-04, eta: 1:31:15, time: 1.261, data_time: 0.082, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8545, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.6706 2022-02-11 18:29:06,338 - mmaction - INFO - Epoch [252][820/940] lr: 4.000e-04, eta: 1:30:46, time: 1.259, data_time: 0.072, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8621, loss_cls: 1.2871, loss: 1.2871, grad_norm: 4.6342 2022-02-11 18:29:31,635 - mmaction - INFO - Epoch [252][840/940] lr: 4.000e-04, eta: 1:30:18, time: 1.265, data_time: 0.078, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8539, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.6838 2022-02-11 18:29:57,190 - mmaction - INFO - Epoch [252][860/940] lr: 4.000e-04, eta: 1:29:50, time: 1.278, data_time: 0.084, memory: 9488, top1_acc: 0.6709, top5_acc: 0.8604, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.7677 2022-02-11 18:30:22,650 - mmaction - INFO - Epoch [252][880/940] lr: 4.000e-04, eta: 1:29:22, time: 1.274, data_time: 0.073, memory: 9488, top1_acc: 0.6844, top5_acc: 0.8545, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.7169 2022-02-11 18:30:47,935 - mmaction - INFO - Epoch [252][900/940] lr: 4.000e-04, eta: 1:28:54, time: 1.264, data_time: 0.079, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8619, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.7511 2022-02-11 18:31:13,290 - mmaction - INFO - Epoch [252][920/940] lr: 4.000e-04, eta: 1:28:26, time: 1.267, data_time: 0.081, memory: 9488, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2758, loss: 1.2758, grad_norm: 4.6006 2022-02-11 18:31:36,907 - mmaction - INFO - Epoch [252][940/940] lr: 4.000e-04, eta: 1:27:58, time: 1.181, data_time: 0.063, memory: 9488, top1_acc: 0.6784, top5_acc: 0.8561, loss_cls: 1.3622, loss: 1.3622, grad_norm: 4.7888 2022-02-11 18:34:37,479 - mmaction - INFO - Epoch [253][20/940] lr: 4.000e-04, eta: 1:27:33, time: 8.724, data_time: 7.576, memory: 9488, top1_acc: 0.6941, top5_acc: 0.8574, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.6815 2022-02-11 18:35:01,077 - mmaction - INFO - Epoch [253][40/940] lr: 4.000e-04, eta: 1:27:04, time: 1.184, data_time: 0.058, memory: 9488, top1_acc: 0.6855, top5_acc: 0.8578, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.6583 2022-02-11 18:35:24,790 - mmaction - INFO - Epoch [253][60/940] lr: 4.000e-04, eta: 1:26:36, time: 1.186, data_time: 0.044, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8553, loss_cls: 1.3395, loss: 1.3395, grad_norm: 4.7086 2022-02-11 18:35:48,811 - mmaction - INFO - Epoch [253][80/940] lr: 4.000e-04, eta: 1:26:08, time: 1.200, data_time: 0.048, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8609, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.7254 2022-02-11 18:36:13,033 - mmaction - INFO - Epoch [253][100/940] lr: 4.000e-04, eta: 1:25:40, time: 1.211, data_time: 0.052, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8600, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.6918 2022-02-11 18:36:37,499 - mmaction - INFO - Epoch [253][120/940] lr: 4.000e-04, eta: 1:25:12, time: 1.223, data_time: 0.056, memory: 9488, top1_acc: 0.6982, top5_acc: 0.8629, loss_cls: 1.2781, loss: 1.2781, grad_norm: 4.6192 2022-02-11 18:37:01,983 - mmaction - INFO - Epoch [253][140/940] lr: 4.000e-04, eta: 1:24:44, time: 1.224, data_time: 0.051, memory: 9488, top1_acc: 0.6902, top5_acc: 0.8670, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.5807 2022-02-11 18:37:26,652 - mmaction - INFO - Epoch [253][160/940] lr: 4.000e-04, eta: 1:24:15, time: 1.233, data_time: 0.062, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8602, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.6355 2022-02-11 18:37:51,691 - mmaction - INFO - Epoch [253][180/940] lr: 4.000e-04, eta: 1:23:47, time: 1.253, data_time: 0.063, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8619, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.6304 2022-02-11 18:38:16,700 - mmaction - INFO - Epoch [253][200/940] lr: 4.000e-04, eta: 1:23:19, time: 1.250, data_time: 0.071, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8578, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.7238 2022-02-11 18:38:41,674 - mmaction - INFO - Epoch [253][220/940] lr: 4.000e-04, eta: 1:22:51, time: 1.249, data_time: 0.071, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8578, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.6652 2022-02-11 18:39:06,692 - mmaction - INFO - Epoch [253][240/940] lr: 4.000e-04, eta: 1:22:23, time: 1.251, data_time: 0.065, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8623, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.7656 2022-02-11 18:39:31,440 - mmaction - INFO - Epoch [253][260/940] lr: 4.000e-04, eta: 1:21:55, time: 1.238, data_time: 0.054, memory: 9488, top1_acc: 0.6996, top5_acc: 0.8686, loss_cls: 1.2593, loss: 1.2593, grad_norm: 4.6290 2022-02-11 18:39:56,974 - mmaction - INFO - Epoch [253][280/940] lr: 4.000e-04, eta: 1:21:26, time: 1.276, data_time: 0.074, memory: 9488, top1_acc: 0.6973, top5_acc: 0.8602, loss_cls: 1.2979, loss: 1.2979, grad_norm: 4.6677 2022-02-11 18:40:21,925 - mmaction - INFO - Epoch [253][300/940] lr: 4.000e-04, eta: 1:20:58, time: 1.247, data_time: 0.069, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8590, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.6616 2022-02-11 18:40:46,978 - mmaction - INFO - Epoch [253][320/940] lr: 4.000e-04, eta: 1:20:30, time: 1.253, data_time: 0.065, memory: 9488, top1_acc: 0.6986, top5_acc: 0.8650, loss_cls: 1.2634, loss: 1.2634, grad_norm: 4.5910 2022-02-11 18:41:12,213 - mmaction - INFO - Epoch [253][340/940] lr: 4.000e-04, eta: 1:20:02, time: 1.262, data_time: 0.066, memory: 9488, top1_acc: 0.6799, top5_acc: 0.8572, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.7192 2022-02-11 18:41:37,319 - mmaction - INFO - Epoch [253][360/940] lr: 4.000e-04, eta: 1:19:34, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8617, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.6566 2022-02-11 18:42:02,402 - mmaction - INFO - Epoch [253][380/940] lr: 4.000e-04, eta: 1:19:06, time: 1.254, data_time: 0.064, memory: 9488, top1_acc: 0.6990, top5_acc: 0.8619, loss_cls: 1.2685, loss: 1.2685, grad_norm: 4.5945 2022-02-11 18:42:27,542 - mmaction - INFO - Epoch [253][400/940] lr: 4.000e-04, eta: 1:18:38, time: 1.257, data_time: 0.053, memory: 9488, top1_acc: 0.7059, top5_acc: 0.8738, loss_cls: 1.2298, loss: 1.2298, grad_norm: 4.5717 2022-02-11 18:42:52,903 - mmaction - INFO - Epoch [253][420/940] lr: 4.000e-04, eta: 1:18:09, time: 1.268, data_time: 0.065, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8613, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.7379 2022-02-11 18:43:18,003 - mmaction - INFO - Epoch [253][440/940] lr: 4.000e-04, eta: 1:17:41, time: 1.255, data_time: 0.068, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8617, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.7031 2022-02-11 18:43:43,072 - mmaction - INFO - Epoch [253][460/940] lr: 4.000e-04, eta: 1:17:13, time: 1.253, data_time: 0.057, memory: 9488, top1_acc: 0.6848, top5_acc: 0.8686, loss_cls: 1.2886, loss: 1.2886, grad_norm: 4.7243 2022-02-11 18:44:08,294 - mmaction - INFO - Epoch [253][480/940] lr: 4.000e-04, eta: 1:16:45, time: 1.261, data_time: 0.068, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8480, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.6581 2022-02-11 18:44:33,571 - mmaction - INFO - Epoch [253][500/940] lr: 4.000e-04, eta: 1:16:17, time: 1.264, data_time: 0.071, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8586, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.7777 2022-02-11 18:44:59,156 - mmaction - INFO - Epoch [253][520/940] lr: 4.000e-04, eta: 1:15:49, time: 1.279, data_time: 0.069, memory: 9488, top1_acc: 0.6840, top5_acc: 0.8654, loss_cls: 1.3068, loss: 1.3068, grad_norm: 4.7750 2022-02-11 18:45:24,513 - mmaction - INFO - Epoch [253][540/940] lr: 4.000e-04, eta: 1:15:21, time: 1.268, data_time: 0.068, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8707, loss_cls: 1.2520, loss: 1.2520, grad_norm: 4.5588 2022-02-11 18:45:49,728 - mmaction - INFO - Epoch [253][560/940] lr: 4.000e-04, eta: 1:14:53, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6826, top5_acc: 0.8553, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.7070 2022-02-11 18:46:15,089 - mmaction - INFO - Epoch [253][580/940] lr: 4.000e-04, eta: 1:14:24, time: 1.267, data_time: 0.074, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8650, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.5584 2022-02-11 18:46:40,108 - mmaction - INFO - Epoch [253][600/940] lr: 4.000e-04, eta: 1:13:56, time: 1.251, data_time: 0.064, memory: 9488, top1_acc: 0.6912, top5_acc: 0.8580, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.6936 2022-02-11 18:47:05,477 - mmaction - INFO - Epoch [253][620/940] lr: 4.000e-04, eta: 1:13:28, time: 1.268, data_time: 0.079, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8639, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.6335 2022-02-11 18:47:30,672 - mmaction - INFO - Epoch [253][640/940] lr: 4.000e-04, eta: 1:13:00, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8668, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.6746 2022-02-11 18:47:55,873 - mmaction - INFO - Epoch [253][660/940] lr: 4.000e-04, eta: 1:12:32, time: 1.260, data_time: 0.074, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8613, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.5995 2022-02-11 18:48:20,981 - mmaction - INFO - Epoch [253][680/940] lr: 4.000e-04, eta: 1:12:04, time: 1.255, data_time: 0.072, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8627, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.6197 2022-02-11 18:48:46,203 - mmaction - INFO - Epoch [253][700/940] lr: 4.000e-04, eta: 1:11:36, time: 1.261, data_time: 0.081, memory: 9488, top1_acc: 0.6822, top5_acc: 0.8525, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.8028 2022-02-11 18:49:11,458 - mmaction - INFO - Epoch [253][720/940] lr: 4.000e-04, eta: 1:11:08, time: 1.263, data_time: 0.078, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8611, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.7595 2022-02-11 18:49:36,804 - mmaction - INFO - Epoch [253][740/940] lr: 4.000e-04, eta: 1:10:39, time: 1.267, data_time: 0.068, memory: 9488, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2654, loss: 1.2654, grad_norm: 4.6480 2022-02-11 18:50:02,163 - mmaction - INFO - Epoch [253][760/940] lr: 4.000e-04, eta: 1:10:11, time: 1.268, data_time: 0.077, memory: 9488, top1_acc: 0.6746, top5_acc: 0.8492, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.8017 2022-02-11 18:50:27,492 - mmaction - INFO - Epoch [253][780/940] lr: 4.000e-04, eta: 1:09:43, time: 1.266, data_time: 0.070, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8592, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.6824 2022-02-11 18:50:52,802 - mmaction - INFO - Epoch [253][800/940] lr: 4.000e-04, eta: 1:09:15, time: 1.266, data_time: 0.071, memory: 9488, top1_acc: 0.6883, top5_acc: 0.8604, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.6240 2022-02-11 18:51:18,188 - mmaction - INFO - Epoch [253][820/940] lr: 4.000e-04, eta: 1:08:47, time: 1.269, data_time: 0.081, memory: 9488, top1_acc: 0.6898, top5_acc: 0.8635, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.6969 2022-02-11 18:51:43,349 - mmaction - INFO - Epoch [253][840/940] lr: 4.000e-04, eta: 1:08:19, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6760, top5_acc: 0.8559, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.6694 2022-02-11 18:52:08,695 - mmaction - INFO - Epoch [253][860/940] lr: 4.000e-04, eta: 1:07:51, time: 1.267, data_time: 0.080, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8613, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.6551 2022-02-11 18:52:33,930 - mmaction - INFO - Epoch [253][880/940] lr: 4.000e-04, eta: 1:07:23, time: 1.262, data_time: 0.070, memory: 9488, top1_acc: 0.6818, top5_acc: 0.8566, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.7261 2022-02-11 18:52:59,152 - mmaction - INFO - Epoch [253][900/940] lr: 4.000e-04, eta: 1:06:54, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8600, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.6969 2022-02-11 18:53:24,319 - mmaction - INFO - Epoch [253][920/940] lr: 4.000e-04, eta: 1:06:26, time: 1.258, data_time: 0.075, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8676, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.6761 2022-02-11 18:53:48,075 - mmaction - INFO - Epoch [253][940/940] lr: 4.000e-04, eta: 1:05:58, time: 1.189, data_time: 0.068, memory: 9488, top1_acc: 0.6853, top5_acc: 0.8638, loss_cls: 1.3247, loss: 1.3247, grad_norm: 4.7076 2022-02-11 18:56:48,266 - mmaction - INFO - Epoch [254][20/940] lr: 4.000e-04, eta: 1:05:32, time: 8.670, data_time: 7.330, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8617, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.7300 2022-02-11 18:57:11,937 - mmaction - INFO - Epoch [254][40/940] lr: 4.000e-04, eta: 1:05:04, time: 1.183, data_time: 0.050, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8615, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.6959 2022-02-11 18:57:36,304 - mmaction - INFO - Epoch [254][60/940] lr: 4.000e-04, eta: 1:04:36, time: 1.219, data_time: 0.055, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8590, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.6036 2022-02-11 18:58:00,397 - mmaction - INFO - Epoch [254][80/940] lr: 4.000e-04, eta: 1:04:08, time: 1.206, data_time: 0.043, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8590, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.6477 2022-02-11 18:58:24,956 - mmaction - INFO - Epoch [254][100/940] lr: 4.000e-04, eta: 1:03:40, time: 1.228, data_time: 0.042, memory: 9488, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2762, loss: 1.2762, grad_norm: 4.6166 2022-02-11 18:58:49,586 - mmaction - INFO - Epoch [254][120/940] lr: 4.000e-04, eta: 1:03:12, time: 1.231, data_time: 0.050, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8609, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.6492 2022-02-11 18:59:14,472 - mmaction - INFO - Epoch [254][140/940] lr: 4.000e-04, eta: 1:02:43, time: 1.244, data_time: 0.055, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8582, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.6643 2022-02-11 18:59:39,625 - mmaction - INFO - Epoch [254][160/940] lr: 4.000e-04, eta: 1:02:15, time: 1.258, data_time: 0.061, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8520, loss_cls: 1.3397, loss: 1.3397, grad_norm: 4.6444 2022-02-11 19:00:04,715 - mmaction - INFO - Epoch [254][180/940] lr: 4.000e-04, eta: 1:01:47, time: 1.254, data_time: 0.059, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8572, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.7472 2022-02-11 19:00:30,413 - mmaction - INFO - Epoch [254][200/940] lr: 4.000e-04, eta: 1:01:19, time: 1.285, data_time: 0.058, memory: 9488, top1_acc: 0.6934, top5_acc: 0.8607, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.6805 2022-02-11 19:00:55,492 - mmaction - INFO - Epoch [254][220/940] lr: 4.000e-04, eta: 1:00:51, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8613, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.6581 2022-02-11 19:01:20,706 - mmaction - INFO - Epoch [254][240/940] lr: 4.000e-04, eta: 1:00:23, time: 1.260, data_time: 0.071, memory: 9488, top1_acc: 0.6873, top5_acc: 0.8641, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.6692 2022-02-11 19:01:45,944 - mmaction - INFO - Epoch [254][260/940] lr: 4.000e-04, eta: 0:59:55, time: 1.262, data_time: 0.071, memory: 9488, top1_acc: 0.6924, top5_acc: 0.8590, loss_cls: 1.3010, loss: 1.3010, grad_norm: 4.7033 2022-02-11 19:02:11,178 - mmaction - INFO - Epoch [254][280/940] lr: 4.000e-04, eta: 0:59:27, time: 1.262, data_time: 0.064, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8693, loss_cls: 1.2464, loss: 1.2464, grad_norm: 4.6163 2022-02-11 19:02:36,482 - mmaction - INFO - Epoch [254][300/940] lr: 4.000e-04, eta: 0:58:58, time: 1.265, data_time: 0.068, memory: 9488, top1_acc: 0.6971, top5_acc: 0.8584, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.6776 2022-02-11 19:03:01,769 - mmaction - INFO - Epoch [254][320/940] lr: 4.000e-04, eta: 0:58:30, time: 1.265, data_time: 0.073, memory: 9488, top1_acc: 0.6807, top5_acc: 0.8498, loss_cls: 1.3662, loss: 1.3662, grad_norm: 4.8141 2022-02-11 19:03:26,669 - mmaction - INFO - Epoch [254][340/940] lr: 4.000e-04, eta: 0:58:02, time: 1.244, data_time: 0.062, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8637, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.7700 2022-02-11 19:03:51,829 - mmaction - INFO - Epoch [254][360/940] lr: 4.000e-04, eta: 0:57:34, time: 1.258, data_time: 0.059, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.7411 2022-02-11 19:04:16,845 - mmaction - INFO - Epoch [254][380/940] lr: 4.000e-04, eta: 0:57:06, time: 1.251, data_time: 0.070, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8656, loss_cls: 1.2735, loss: 1.2735, grad_norm: 4.6384 2022-02-11 19:04:41,928 - mmaction - INFO - Epoch [254][400/940] lr: 4.000e-04, eta: 0:56:38, time: 1.254, data_time: 0.079, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8645, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.7322 2022-02-11 19:05:07,417 - mmaction - INFO - Epoch [254][420/940] lr: 4.000e-04, eta: 0:56:10, time: 1.274, data_time: 0.069, memory: 9488, top1_acc: 0.6793, top5_acc: 0.8506, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.7761 2022-02-11 19:05:32,925 - mmaction - INFO - Epoch [254][440/940] lr: 4.000e-04, eta: 0:55:42, time: 1.275, data_time: 0.078, memory: 9488, top1_acc: 0.7082, top5_acc: 0.8662, loss_cls: 1.2425, loss: 1.2425, grad_norm: 4.5730 2022-02-11 19:05:58,332 - mmaction - INFO - Epoch [254][460/940] lr: 4.000e-04, eta: 0:55:13, time: 1.270, data_time: 0.074, memory: 9488, top1_acc: 0.6928, top5_acc: 0.8715, loss_cls: 1.2627, loss: 1.2627, grad_norm: 4.5796 2022-02-11 19:06:23,593 - mmaction - INFO - Epoch [254][480/940] lr: 4.000e-04, eta: 0:54:45, time: 1.263, data_time: 0.083, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8613, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.6667 2022-02-11 19:06:48,942 - mmaction - INFO - Epoch [254][500/940] lr: 4.000e-04, eta: 0:54:17, time: 1.267, data_time: 0.077, memory: 9488, top1_acc: 0.6951, top5_acc: 0.8633, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.6338 2022-02-11 19:07:14,212 - mmaction - INFO - Epoch [254][520/940] lr: 4.000e-04, eta: 0:53:49, time: 1.264, data_time: 0.074, memory: 9488, top1_acc: 0.6943, top5_acc: 0.8584, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.6603 2022-02-11 19:07:39,433 - mmaction - INFO - Epoch [254][540/940] lr: 4.000e-04, eta: 0:53:21, time: 1.261, data_time: 0.074, memory: 9488, top1_acc: 0.6854, top5_acc: 0.8650, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.6806 2022-02-11 19:08:04,640 - mmaction - INFO - Epoch [254][560/940] lr: 4.000e-04, eta: 0:52:53, time: 1.260, data_time: 0.079, memory: 9488, top1_acc: 0.6965, top5_acc: 0.8631, loss_cls: 1.2718, loss: 1.2718, grad_norm: 4.6114 2022-02-11 19:08:29,688 - mmaction - INFO - Epoch [254][580/940] lr: 4.000e-04, eta: 0:52:25, time: 1.252, data_time: 0.065, memory: 9488, top1_acc: 0.6967, top5_acc: 0.8654, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.6566 2022-02-11 19:08:54,917 - mmaction - INFO - Epoch [254][600/940] lr: 4.000e-04, eta: 0:51:57, time: 1.261, data_time: 0.085, memory: 9488, top1_acc: 0.6906, top5_acc: 0.8676, loss_cls: 1.2653, loss: 1.2653, grad_norm: 4.7131 2022-02-11 19:09:20,210 - mmaction - INFO - Epoch [254][620/940] lr: 4.000e-04, eta: 0:51:28, time: 1.265, data_time: 0.076, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8576, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.7036 2022-02-11 19:09:45,188 - mmaction - INFO - Epoch [254][640/940] lr: 4.000e-04, eta: 0:51:00, time: 1.248, data_time: 0.080, memory: 9488, top1_acc: 0.6850, top5_acc: 0.8623, loss_cls: 1.2935, loss: 1.2935, grad_norm: 4.7045 2022-02-11 19:10:10,416 - mmaction - INFO - Epoch [254][660/940] lr: 4.000e-04, eta: 0:50:32, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6752, top5_acc: 0.8535, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.8076 2022-02-11 19:10:35,794 - mmaction - INFO - Epoch [254][680/940] lr: 4.000e-04, eta: 0:50:04, time: 1.270, data_time: 0.079, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8598, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.6583 2022-02-11 19:11:00,966 - mmaction - INFO - Epoch [254][700/940] lr: 4.000e-04, eta: 0:49:36, time: 1.258, data_time: 0.079, memory: 9488, top1_acc: 0.6689, top5_acc: 0.8607, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.6990 2022-02-11 19:11:26,172 - mmaction - INFO - Epoch [254][720/940] lr: 4.000e-04, eta: 0:49:08, time: 1.260, data_time: 0.068, memory: 9488, top1_acc: 0.6955, top5_acc: 0.8646, loss_cls: 1.2933, loss: 1.2933, grad_norm: 4.5240 2022-02-11 19:11:51,237 - mmaction - INFO - Epoch [254][740/940] lr: 4.000e-04, eta: 0:48:40, time: 1.254, data_time: 0.066, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8645, loss_cls: 1.2840, loss: 1.2840, grad_norm: 4.6712 2022-02-11 19:12:16,448 - mmaction - INFO - Epoch [254][760/940] lr: 4.000e-04, eta: 0:48:12, time: 1.260, data_time: 0.070, memory: 9488, top1_acc: 0.6797, top5_acc: 0.8572, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.8007 2022-02-11 19:12:41,991 - mmaction - INFO - Epoch [254][780/940] lr: 4.000e-04, eta: 0:47:44, time: 1.277, data_time: 0.071, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8559, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.7136 2022-02-11 19:13:07,152 - mmaction - INFO - Epoch [254][800/940] lr: 4.000e-04, eta: 0:47:15, time: 1.259, data_time: 0.070, memory: 9488, top1_acc: 0.6885, top5_acc: 0.8629, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.7144 2022-02-11 19:13:32,442 - mmaction - INFO - Epoch [254][820/940] lr: 4.000e-04, eta: 0:46:47, time: 1.264, data_time: 0.077, memory: 9488, top1_acc: 0.6930, top5_acc: 0.8684, loss_cls: 1.2724, loss: 1.2724, grad_norm: 4.6731 2022-02-11 19:13:57,988 - mmaction - INFO - Epoch [254][840/940] lr: 4.000e-04, eta: 0:46:19, time: 1.277, data_time: 0.071, memory: 9488, top1_acc: 0.6961, top5_acc: 0.8668, loss_cls: 1.2707, loss: 1.2707, grad_norm: 4.7208 2022-02-11 19:14:23,123 - mmaction - INFO - Epoch [254][860/940] lr: 4.000e-04, eta: 0:45:51, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8615, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.7423 2022-02-11 19:14:48,225 - mmaction - INFO - Epoch [254][880/940] lr: 4.000e-04, eta: 0:45:23, time: 1.255, data_time: 0.077, memory: 9488, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2694, loss: 1.2694, grad_norm: 4.7161 2022-02-11 19:15:13,442 - mmaction - INFO - Epoch [254][900/940] lr: 4.000e-04, eta: 0:44:55, time: 1.261, data_time: 0.072, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8658, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.6861 2022-02-11 19:15:38,507 - mmaction - INFO - Epoch [254][920/940] lr: 4.000e-04, eta: 0:44:27, time: 1.253, data_time: 0.072, memory: 9488, top1_acc: 0.6773, top5_acc: 0.8574, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.7214 2022-02-11 19:16:02,574 - mmaction - INFO - Epoch [254][940/940] lr: 4.000e-04, eta: 0:43:59, time: 1.203, data_time: 0.054, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8563, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.7611 2022-02-11 19:18:43,682 - mmaction - INFO - Epoch [255][20/940] lr: 4.000e-04, eta: 0:43:32, time: 7.848, data_time: 6.156, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8650, loss_cls: 1.2811, loss: 1.2811, grad_norm: 4.6598 2022-02-11 19:19:07,196 - mmaction - INFO - Epoch [255][40/940] lr: 4.000e-04, eta: 0:43:04, time: 1.177, data_time: 0.051, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8518, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.6427 2022-02-11 19:19:31,222 - mmaction - INFO - Epoch [255][60/940] lr: 4.000e-04, eta: 0:42:36, time: 1.201, data_time: 0.043, memory: 9488, top1_acc: 0.6803, top5_acc: 0.8574, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.7613 2022-02-11 19:19:55,794 - mmaction - INFO - Epoch [255][80/940] lr: 4.000e-04, eta: 0:42:08, time: 1.228, data_time: 0.046, memory: 9488, top1_acc: 0.6857, top5_acc: 0.8514, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.7349 2022-02-11 19:20:21,100 - mmaction - INFO - Epoch [255][100/940] lr: 4.000e-04, eta: 0:41:39, time: 1.263, data_time: 0.049, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8672, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.7141 2022-02-11 19:20:46,168 - mmaction - INFO - Epoch [255][120/940] lr: 4.000e-04, eta: 0:41:11, time: 1.256, data_time: 0.055, memory: 9488, top1_acc: 0.6889, top5_acc: 0.8676, loss_cls: 1.2763, loss: 1.2763, grad_norm: 4.7026 2022-02-11 19:21:11,241 - mmaction - INFO - Epoch [255][140/940] lr: 4.000e-04, eta: 0:40:43, time: 1.254, data_time: 0.073, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8674, loss_cls: 1.2602, loss: 1.2602, grad_norm: 4.6664 2022-02-11 19:21:36,336 - mmaction - INFO - Epoch [255][160/940] lr: 4.000e-04, eta: 0:40:15, time: 1.254, data_time: 0.065, memory: 9488, top1_acc: 0.6824, top5_acc: 0.8559, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.7195 2022-02-11 19:22:01,370 - mmaction - INFO - Epoch [255][180/940] lr: 4.000e-04, eta: 0:39:47, time: 1.252, data_time: 0.069, memory: 9488, top1_acc: 0.6957, top5_acc: 0.8684, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.7759 2022-02-11 19:22:26,327 - mmaction - INFO - Epoch [255][200/940] lr: 4.000e-04, eta: 0:39:19, time: 1.248, data_time: 0.060, memory: 9488, top1_acc: 0.6869, top5_acc: 0.8570, loss_cls: 1.3166, loss: 1.3166, grad_norm: 4.6703 2022-02-11 19:22:51,521 - mmaction - INFO - Epoch [255][220/940] lr: 4.000e-04, eta: 0:38:51, time: 1.260, data_time: 0.069, memory: 9488, top1_acc: 0.6813, top5_acc: 0.8598, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.7706 2022-02-11 19:23:16,498 - mmaction - INFO - Epoch [255][240/940] lr: 4.000e-04, eta: 0:38:23, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6832, top5_acc: 0.8598, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.7543 2022-02-11 19:23:41,380 - mmaction - INFO - Epoch [255][260/940] lr: 4.000e-04, eta: 0:37:54, time: 1.244, data_time: 0.065, memory: 9488, top1_acc: 0.6896, top5_acc: 0.8719, loss_cls: 1.2595, loss: 1.2595, grad_norm: 4.6984 2022-02-11 19:24:06,655 - mmaction - INFO - Epoch [255][280/940] lr: 4.000e-04, eta: 0:37:26, time: 1.264, data_time: 0.065, memory: 9488, top1_acc: 0.6809, top5_acc: 0.8531, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.7371 2022-02-11 19:24:31,857 - mmaction - INFO - Epoch [255][300/940] lr: 4.000e-04, eta: 0:36:58, time: 1.260, data_time: 0.067, memory: 9488, top1_acc: 0.6920, top5_acc: 0.8693, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.6295 2022-02-11 19:24:56,827 - mmaction - INFO - Epoch [255][320/940] lr: 4.000e-04, eta: 0:36:30, time: 1.249, data_time: 0.064, memory: 9488, top1_acc: 0.6916, top5_acc: 0.8684, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.7204 2022-02-11 19:25:21,830 - mmaction - INFO - Epoch [255][340/940] lr: 4.000e-04, eta: 0:36:02, time: 1.250, data_time: 0.069, memory: 9488, top1_acc: 0.6918, top5_acc: 0.8605, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.6979 2022-02-11 19:25:46,926 - mmaction - INFO - Epoch [255][360/940] lr: 4.000e-04, eta: 0:35:34, time: 1.254, data_time: 0.056, memory: 9488, top1_acc: 0.6846, top5_acc: 0.8615, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.6966 2022-02-11 19:26:12,148 - mmaction - INFO - Epoch [255][380/940] lr: 4.000e-04, eta: 0:35:06, time: 1.261, data_time: 0.067, memory: 9488, top1_acc: 0.6881, top5_acc: 0.8678, loss_cls: 1.2751, loss: 1.2751, grad_norm: 4.7013 2022-02-11 19:26:37,172 - mmaction - INFO - Epoch [255][400/940] lr: 4.000e-04, eta: 0:34:38, time: 1.251, data_time: 0.060, memory: 9488, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2634, loss: 1.2634, grad_norm: 4.5855 2022-02-11 19:27:02,569 - mmaction - INFO - Epoch [255][420/940] lr: 4.000e-04, eta: 0:34:10, time: 1.270, data_time: 0.063, memory: 9488, top1_acc: 0.6766, top5_acc: 0.8498, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.6807 2022-02-11 19:27:27,793 - mmaction - INFO - Epoch [255][440/940] lr: 4.000e-04, eta: 0:33:41, time: 1.261, data_time: 0.071, memory: 9488, top1_acc: 0.6994, top5_acc: 0.8664, loss_cls: 1.2542, loss: 1.2542, grad_norm: 4.6057 2022-02-11 19:27:53,002 - mmaction - INFO - Epoch [255][460/940] lr: 4.000e-04, eta: 0:33:13, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8652, loss_cls: 1.2605, loss: 1.2605, grad_norm: 4.6421 2022-02-11 19:28:18,168 - mmaction - INFO - Epoch [255][480/940] lr: 4.000e-04, eta: 0:32:45, time: 1.258, data_time: 0.076, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8627, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.7425 2022-02-11 19:28:43,364 - mmaction - INFO - Epoch [255][500/940] lr: 4.000e-04, eta: 0:32:17, time: 1.260, data_time: 0.061, memory: 9488, top1_acc: 0.6992, top5_acc: 0.8600, loss_cls: 1.2727, loss: 1.2727, grad_norm: 4.6820 2022-02-11 19:29:08,716 - mmaction - INFO - Epoch [255][520/940] lr: 4.000e-04, eta: 0:31:49, time: 1.267, data_time: 0.069, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.6066 2022-02-11 19:29:33,964 - mmaction - INFO - Epoch [255][540/940] lr: 4.000e-04, eta: 0:31:21, time: 1.262, data_time: 0.067, memory: 9488, top1_acc: 0.6926, top5_acc: 0.8693, loss_cls: 1.2676, loss: 1.2676, grad_norm: 4.6496 2022-02-11 19:29:59,271 - mmaction - INFO - Epoch [255][560/940] lr: 4.000e-04, eta: 0:30:53, time: 1.265, data_time: 0.062, memory: 9488, top1_acc: 0.6871, top5_acc: 0.8572, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.7223 2022-02-11 19:30:24,590 - mmaction - INFO - Epoch [255][580/940] lr: 4.000e-04, eta: 0:30:25, time: 1.266, data_time: 0.066, memory: 9488, top1_acc: 0.6787, top5_acc: 0.8553, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.7085 2022-02-11 19:30:49,739 - mmaction - INFO - Epoch [255][600/940] lr: 4.000e-04, eta: 0:29:57, time: 1.257, data_time: 0.069, memory: 9488, top1_acc: 0.6908, top5_acc: 0.8596, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.6531 2022-02-11 19:31:14,543 - mmaction - INFO - Epoch [255][620/940] lr: 4.000e-04, eta: 0:29:29, time: 1.240, data_time: 0.067, memory: 9488, top1_acc: 0.6910, top5_acc: 0.8535, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.7223 2022-02-11 19:31:39,650 - mmaction - INFO - Epoch [255][640/940] lr: 4.000e-04, eta: 0:29:00, time: 1.255, data_time: 0.059, memory: 9488, top1_acc: 0.6852, top5_acc: 0.8631, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.7213 2022-02-11 19:32:04,799 - mmaction - INFO - Epoch [255][660/940] lr: 4.000e-04, eta: 0:28:32, time: 1.257, data_time: 0.071, memory: 9488, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.7525 2022-02-11 19:32:30,006 - mmaction - INFO - Epoch [255][680/940] lr: 4.000e-04, eta: 0:28:04, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.6865, top5_acc: 0.8623, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.7604 2022-02-11 19:32:55,113 - mmaction - INFO - Epoch [255][700/940] lr: 4.000e-04, eta: 0:27:36, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6785, top5_acc: 0.8590, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.8202 2022-02-11 19:33:20,159 - mmaction - INFO - Epoch [255][720/940] lr: 4.000e-04, eta: 0:27:08, time: 1.252, data_time: 0.062, memory: 9488, top1_acc: 0.6904, top5_acc: 0.8607, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.6625 2022-02-11 19:33:45,366 - mmaction - INFO - Epoch [255][740/940] lr: 4.000e-04, eta: 0:26:40, time: 1.260, data_time: 0.062, memory: 9488, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.6545 2022-02-11 19:34:10,663 - mmaction - INFO - Epoch [255][760/940] lr: 4.000e-04, eta: 0:26:12, time: 1.265, data_time: 0.067, memory: 9488, top1_acc: 0.6887, top5_acc: 0.8686, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.6858 2022-02-11 19:34:35,453 - mmaction - INFO - Epoch [255][780/940] lr: 4.000e-04, eta: 0:25:44, time: 1.240, data_time: 0.070, memory: 9488, top1_acc: 0.7014, top5_acc: 0.8676, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.6616 2022-02-11 19:35:00,722 - mmaction - INFO - Epoch [255][800/940] lr: 4.000e-04, eta: 0:25:16, time: 1.264, data_time: 0.062, memory: 9488, top1_acc: 0.6842, top5_acc: 0.8652, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.7585 2022-02-11 19:35:25,800 - mmaction - INFO - Epoch [255][820/940] lr: 4.000e-04, eta: 0:24:48, time: 1.253, data_time: 0.062, memory: 9488, top1_acc: 0.6875, top5_acc: 0.8670, loss_cls: 1.2780, loss: 1.2780, grad_norm: 4.7333 2022-02-11 19:35:50,919 - mmaction - INFO - Epoch [255][840/940] lr: 4.000e-04, eta: 0:24:19, time: 1.256, data_time: 0.064, memory: 9488, top1_acc: 0.6895, top5_acc: 0.8621, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.7139 2022-02-11 19:36:16,007 - mmaction - INFO - Epoch [255][860/940] lr: 4.000e-04, eta: 0:23:51, time: 1.255, data_time: 0.065, memory: 9488, top1_acc: 0.6963, top5_acc: 0.8693, loss_cls: 1.2816, loss: 1.2816, grad_norm: 4.6866 2022-02-11 19:36:40,996 - mmaction - INFO - Epoch [255][880/940] lr: 4.000e-04, eta: 0:23:23, time: 1.249, data_time: 0.062, memory: 9488, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.8230 2022-02-11 19:37:05,977 - mmaction - INFO - Epoch [255][900/940] lr: 4.000e-04, eta: 0:22:55, time: 1.249, data_time: 0.055, memory: 9488, top1_acc: 0.6863, top5_acc: 0.8586, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.6337 2022-02-11 19:37:31,077 - mmaction - INFO - Epoch [255][920/940] lr: 4.000e-04, eta: 0:22:27, time: 1.255, data_time: 0.057, memory: 9488, top1_acc: 0.6947, top5_acc: 0.8621, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.6487 2022-02-11 19:37:54,850 - mmaction - INFO - Epoch [255][940/940] lr: 4.000e-04, eta: 0:21:59, time: 1.189, data_time: 0.057, memory: 9488, top1_acc: 0.6792, top5_acc: 0.8594, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.8178 2022-02-11 19:37:58,798 - mmaction - INFO - Running Precise BN for 200 iterations 2022-02-11 19:37:58,805 - mmaction - INFO - 110 BN found 2022-02-11 19:41:55,806 - mmaction - INFO - BN stats updated 2022-02-11 19:41:57,810 - mmaction - INFO - Saving checkpoint at 255 epochs 2022-02-11 19:45:17,343 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 19:45:18,517 - mmaction - INFO - top1_acc 0.6971 top5_acc 0.8879 2022-02-11 19:45:18,517 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 19:45:18,747 - mmaction - INFO - mean_acc 0.6970 2022-02-11 19:45:18,751 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0207/32_base_kernel7_prebn/best_top1_acc_epoch_250.pth was removed 2022-02-11 19:45:20,375 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_255.pth. 2022-02-11 19:45:20,376 - mmaction - INFO - Best top1_acc is 0.6971 at 255 epoch. 2022-02-11 19:45:20,384 - mmaction - INFO - Epoch(val) [255][78] top1_acc: 0.6971, top5_acc: 0.8879, mean_class_accuracy: 0.6970