2021-06-18 18:24:14,247 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] 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: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - 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_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -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-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -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, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.3.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.15.0+e8273c4 ------------------------------------------------------------ 2021-06-18 18:24:14,252 - mmaction - INFO - Distributed training: True 2021-06-18 18:24:15,075 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dCSN', pretrained2d=False, pretrained=None, depth=50, with_pool2=False, bottleneck_mode='ir', norm_eval=False, zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01), train_cfg=None, test_cfg=dict(average_clips='prob')) dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DenseSampleFrames', 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='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0), 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=4, 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='DenseSampleFrames', 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='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=4, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=2), test_dataloader=dict(videos_per_gpu=1), train=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/kinetics400/rawframes_train', pipeline=[ dict( type='DenseSampleFrames', 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='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0), 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/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, 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/kinetics_val_list_hd320.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='DenseSampleFrames', 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='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=1, metrics=['top_k_accuracy'], start=165, gpu_collect=True) optimizer = dict(type='SGD', lr=0.16, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) lr_config = dict( policy='CosineAnnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=40) total_epochs = 180 work_dir = './work_dirs/csn/csn_r50_from_scratch/' checkpoint_config = dict(interval=1, max_keep_ckpts=5) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] gpu_ids = range(0, 32) omnisource = False module_hooks = [] 2021-06-18 18:24:22,379 - mmaction - INFO - Start running, host: linjintao@SH-IDC2-172-20-21-21, work_dir: /mnt/lustre/linjintao/try/mmaction2_r21d/work_dirs/csn/csn_r50_from_scratch 2021-06-18 18:24:22,380 - mmaction - INFO - workflow: [('train', 1)], max: 180 epochs 2021-06-18 18:25:52,885 - mmaction - INFO - Epoch [1][20/1879] lr: 1.604e-02, eta: 17 days, 16:57:34, time: 4.524, data_time: 2.163, memory: 7544, top1_acc: 0.0035, top5_acc: 0.0164, loss_cls: 6.4264, loss: 6.4264, grad_norm: 14.5843 2021-06-18 18:26:37,673 - mmaction - INFO - Epoch [1][40/1879] lr: 1.607e-02, eta: 13 days, 5:39:19, time: 2.240, data_time: 0.003, memory: 7544, top1_acc: 0.0039, top5_acc: 0.0238, loss_cls: 6.5016, loss: 6.5016, grad_norm: 6.4282 2021-06-18 18:27:22,496 - mmaction - INFO - Epoch [1][60/1879] lr: 1.611e-02, eta: 11 days, 17:55:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0027, top5_acc: 0.0160, loss_cls: 6.3825, loss: 6.3825, grad_norm: 4.9479 2021-06-18 18:28:07,387 - mmaction - INFO - Epoch [1][80/1879] lr: 1.615e-02, eta: 11 days, 0:08:33, time: 2.245, data_time: 0.002, memory: 7544, top1_acc: 0.0051, top5_acc: 0.0199, loss_cls: 6.2066, loss: 6.2066, grad_norm: 3.9135 2021-06-18 18:28:52,151 - mmaction - INFO - Epoch [1][100/1879] lr: 1.619e-02, eta: 10 days, 13:20:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0063, top5_acc: 0.0238, loss_cls: 6.1485, loss: 6.1485, grad_norm: 3.3485 2021-06-18 18:29:37,088 - mmaction - INFO - Epoch [1][120/1879] lr: 1.623e-02, eta: 10 days, 6:16:36, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.0066, top5_acc: 0.0211, loss_cls: 6.0749, loss: 6.0749, grad_norm: 3.0129 2021-06-18 18:30:21,994 - mmaction - INFO - Epoch [1][140/1879] lr: 1.627e-02, eta: 10 days, 1:12:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0039, top5_acc: 0.0285, loss_cls: 5.9748, loss: 5.9748, grad_norm: 2.8160 2021-06-18 18:31:06,874 - mmaction - INFO - Epoch [1][160/1879] lr: 1.630e-02, eta: 9 days, 21:23:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0066, top5_acc: 0.0355, loss_cls: 5.9414, loss: 5.9414, grad_norm: 2.7431 2021-06-18 18:31:51,793 - mmaction - INFO - Epoch [1][180/1879] lr: 1.634e-02, eta: 9 days, 18:25:34, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.0043, top5_acc: 0.0273, loss_cls: 5.9221, loss: 5.9221, grad_norm: 2.6018 2021-06-18 18:32:36,714 - mmaction - INFO - Epoch [1][200/1879] lr: 1.638e-02, eta: 9 days, 16:03:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0066, top5_acc: 0.0414, loss_cls: 5.8743, loss: 5.8743, grad_norm: 2.5460 2021-06-18 18:33:21,589 - mmaction - INFO - Epoch [1][220/1879] lr: 1.642e-02, eta: 9 days, 14:06:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0098, top5_acc: 0.0422, loss_cls: 5.8416, loss: 5.8416, grad_norm: 2.4948 2021-06-18 18:34:06,608 - mmaction - INFO - Epoch [1][240/1879] lr: 1.646e-02, eta: 9 days, 12:31:38, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.0133, top5_acc: 0.0402, loss_cls: 5.8302, loss: 5.8302, grad_norm: 2.4856 2021-06-18 18:34:51,460 - mmaction - INFO - Epoch [1][260/1879] lr: 1.650e-02, eta: 9 days, 11:07:44, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.0109, top5_acc: 0.0336, loss_cls: 5.8365, loss: 5.8365, grad_norm: 2.4040 2021-06-18 18:35:36,347 - mmaction - INFO - Epoch [1][280/1879] lr: 1.653e-02, eta: 9 days, 9:56:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0102, top5_acc: 0.0473, loss_cls: 5.7926, loss: 5.7926, grad_norm: 2.4222 2021-06-18 18:36:21,325 - mmaction - INFO - Epoch [1][300/1879] lr: 1.657e-02, eta: 9 days, 8:56:20, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0074, top5_acc: 0.0387, loss_cls: 5.8137, loss: 5.8137, grad_norm: 2.3362 2021-06-18 18:37:06,365 - mmaction - INFO - Epoch [1][320/1879] lr: 1.661e-02, eta: 9 days, 8:04:46, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.0082, top5_acc: 0.0406, loss_cls: 5.7871, loss: 5.7871, grad_norm: 2.3219 2021-06-18 18:37:51,240 - mmaction - INFO - Epoch [1][340/1879] lr: 1.665e-02, eta: 9 days, 7:16:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0113, top5_acc: 0.0488, loss_cls: 5.7633, loss: 5.7633, grad_norm: 2.3111 2021-06-18 18:38:35,917 - mmaction - INFO - Epoch [1][360/1879] lr: 1.669e-02, eta: 9 days, 6:30:12, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.0125, top5_acc: 0.0434, loss_cls: 5.7574, loss: 5.7574, grad_norm: 2.2995 2021-06-18 18:39:20,729 - mmaction - INFO - Epoch [1][380/1879] lr: 1.673e-02, eta: 9 days, 5:50:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0102, top5_acc: 0.0492, loss_cls: 5.7756, loss: 5.7756, grad_norm: 2.3544 2021-06-18 18:40:05,633 - mmaction - INFO - Epoch [1][400/1879] lr: 1.676e-02, eta: 9 days, 5:16:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0094, top5_acc: 0.0492, loss_cls: 5.7173, loss: 5.7173, grad_norm: 2.3641 2021-06-18 18:40:50,483 - mmaction - INFO - Epoch [1][420/1879] lr: 1.680e-02, eta: 9 days, 4:44:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0156, top5_acc: 0.0520, loss_cls: 5.7373, loss: 5.7373, grad_norm: 2.4612 2021-06-18 18:41:35,296 - mmaction - INFO - Epoch [1][440/1879] lr: 1.684e-02, eta: 9 days, 4:15:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0152, top5_acc: 0.0570, loss_cls: 5.6937, loss: 5.6937, grad_norm: 2.4770 2021-06-18 18:42:20,170 - mmaction - INFO - Epoch [1][460/1879] lr: 1.688e-02, eta: 9 days, 3:49:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0207, top5_acc: 0.0660, loss_cls: 5.6792, loss: 5.6792, grad_norm: 2.4440 2021-06-18 18:43:04,945 - mmaction - INFO - Epoch [1][480/1879] lr: 1.692e-02, eta: 9 days, 3:24:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.0156, top5_acc: 0.0605, loss_cls: 5.6812, loss: 5.6812, grad_norm: 2.4766 2021-06-18 18:43:49,834 - mmaction - INFO - Epoch [1][500/1879] lr: 1.696e-02, eta: 9 days, 3:02:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.0160, top5_acc: 0.0574, loss_cls: 5.7086, loss: 5.7086, grad_norm: 2.4459 2021-06-18 18:44:34,632 - mmaction - INFO - Epoch [1][520/1879] lr: 1.699e-02, eta: 9 days, 2:40:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0145, top5_acc: 0.0613, loss_cls: 5.6589, loss: 5.6589, grad_norm: 2.3235 2021-06-18 18:45:19,453 - mmaction - INFO - Epoch [1][540/1879] lr: 1.703e-02, eta: 9 days, 2:21:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0141, top5_acc: 0.0590, loss_cls: 5.6914, loss: 5.6914, grad_norm: 2.4175 2021-06-18 18:46:04,353 - mmaction - INFO - Epoch [1][560/1879] lr: 1.707e-02, eta: 9 days, 2:03:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0152, top5_acc: 0.0727, loss_cls: 5.6399, loss: 5.6399, grad_norm: 2.4906 2021-06-18 18:46:49,145 - mmaction - INFO - Epoch [1][580/1879] lr: 1.711e-02, eta: 9 days, 1:46:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0168, top5_acc: 0.0711, loss_cls: 5.6385, loss: 5.6385, grad_norm: 2.4087 2021-06-18 18:47:33,987 - mmaction - INFO - Epoch [1][600/1879] lr: 1.715e-02, eta: 9 days, 1:30:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0180, top5_acc: 0.0730, loss_cls: 5.6265, loss: 5.6265, grad_norm: 2.4380 2021-06-18 18:48:18,719 - mmaction - INFO - Epoch [1][620/1879] lr: 1.719e-02, eta: 9 days, 1:14:51, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.0187, top5_acc: 0.0719, loss_cls: 5.6255, loss: 5.6255, grad_norm: 2.4829 2021-06-18 18:49:03,594 - mmaction - INFO - Epoch [1][640/1879] lr: 1.722e-02, eta: 9 days, 1:01:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0172, top5_acc: 0.0781, loss_cls: 5.5895, loss: 5.5895, grad_norm: 2.5024 2021-06-18 18:49:48,487 - mmaction - INFO - Epoch [1][660/1879] lr: 1.726e-02, eta: 9 days, 0:48:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.0230, top5_acc: 0.0758, loss_cls: 5.5877, loss: 5.5877, grad_norm: 2.4303 2021-06-18 18:50:33,283 - mmaction - INFO - Epoch [1][680/1879] lr: 1.730e-02, eta: 9 days, 0:35:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0191, top5_acc: 0.0762, loss_cls: 5.5700, loss: 5.5700, grad_norm: 2.4254 2021-06-18 18:51:18,116 - mmaction - INFO - Epoch [1][700/1879] lr: 1.734e-02, eta: 9 days, 0:24:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0211, top5_acc: 0.0816, loss_cls: 5.5883, loss: 5.5883, grad_norm: 2.4955 2021-06-18 18:52:02,815 - mmaction - INFO - Epoch [1][720/1879] lr: 1.738e-02, eta: 9 days, 0:11:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0238, top5_acc: 0.0816, loss_cls: 5.5431, loss: 5.5431, grad_norm: 2.5338 2021-06-18 18:52:47,632 - mmaction - INFO - Epoch [1][740/1879] lr: 1.742e-02, eta: 9 days, 0:01:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0195, top5_acc: 0.0863, loss_cls: 5.5427, loss: 5.5427, grad_norm: 2.5104 2021-06-18 18:53:32,370 - mmaction - INFO - Epoch [1][760/1879] lr: 1.745e-02, eta: 8 days, 23:50:25, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.0203, top5_acc: 0.0781, loss_cls: 5.5690, loss: 5.5690, grad_norm: 2.5280 2021-06-18 18:54:17,203 - mmaction - INFO - Epoch [1][780/1879] lr: 1.749e-02, eta: 8 days, 23:40:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0195, top5_acc: 0.0773, loss_cls: 5.5410, loss: 5.5410, grad_norm: 2.4764 2021-06-18 18:55:02,025 - mmaction - INFO - Epoch [1][800/1879] lr: 1.753e-02, eta: 8 days, 23:31:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0273, top5_acc: 0.0855, loss_cls: 5.5122, loss: 5.5122, grad_norm: 2.5626 2021-06-18 18:55:46,941 - mmaction - INFO - Epoch [1][820/1879] lr: 1.757e-02, eta: 8 days, 23:23:34, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.0242, top5_acc: 0.0820, loss_cls: 5.5458, loss: 5.5458, grad_norm: 2.5142 2021-06-18 18:56:31,681 - mmaction - INFO - Epoch [1][840/1879] lr: 1.761e-02, eta: 8 days, 23:14:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.0234, top5_acc: 0.0914, loss_cls: 5.5471, loss: 5.5471, grad_norm: 2.4508 2021-06-18 18:57:16,455 - mmaction - INFO - Epoch [1][860/1879] lr: 1.765e-02, eta: 8 days, 23:06:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0234, top5_acc: 0.0852, loss_cls: 5.5117, loss: 5.5117, grad_norm: 2.5480 2021-06-18 18:58:01,199 - mmaction - INFO - Epoch [1][880/1879] lr: 1.768e-02, eta: 8 days, 22:58:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0219, top5_acc: 0.0879, loss_cls: 5.4976, loss: 5.4976, grad_norm: 2.5730 2021-06-18 18:58:45,852 - mmaction - INFO - Epoch [1][900/1879] lr: 1.772e-02, eta: 8 days, 22:49:36, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0262, top5_acc: 0.0887, loss_cls: 5.5046, loss: 5.5046, grad_norm: 2.5228 2021-06-18 18:59:30,560 - mmaction - INFO - Epoch [1][920/1879] lr: 1.776e-02, eta: 8 days, 22:41:49, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0273, top5_acc: 0.0867, loss_cls: 5.4951, loss: 5.4951, grad_norm: 2.5244 2021-06-18 19:00:15,266 - mmaction - INFO - Epoch [1][940/1879] lr: 1.780e-02, eta: 8 days, 22:34:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0293, top5_acc: 0.0984, loss_cls: 5.4485, loss: 5.4485, grad_norm: 2.5026 2021-06-18 19:01:00,079 - mmaction - INFO - Epoch [1][960/1879] lr: 1.784e-02, eta: 8 days, 22:27:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0227, top5_acc: 0.1004, loss_cls: 5.4806, loss: 5.4806, grad_norm: 2.5667 2021-06-18 19:01:44,924 - mmaction - INFO - Epoch [1][980/1879] lr: 1.788e-02, eta: 8 days, 22:21:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.0273, top5_acc: 0.0949, loss_cls: 5.4830, loss: 5.4830, grad_norm: 2.5139 2021-06-18 19:02:29,730 - mmaction - INFO - Epoch [1][1000/1879] lr: 1.791e-02, eta: 8 days, 22:15:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0246, top5_acc: 0.0945, loss_cls: 5.4786, loss: 5.4786, grad_norm: 2.5242 2021-06-18 19:03:14,458 - mmaction - INFO - Epoch [1][1020/1879] lr: 1.795e-02, eta: 8 days, 22:09:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0316, top5_acc: 0.1059, loss_cls: 5.4413, loss: 5.4413, grad_norm: 2.4901 2021-06-18 19:03:59,352 - mmaction - INFO - Epoch [1][1040/1879] lr: 1.799e-02, eta: 8 days, 22:03:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0242, top5_acc: 0.0879, loss_cls: 5.4626, loss: 5.4626, grad_norm: 2.4354 2021-06-18 19:04:44,120 - mmaction - INFO - Epoch [1][1060/1879] lr: 1.803e-02, eta: 8 days, 21:58:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0309, top5_acc: 0.0938, loss_cls: 5.4585, loss: 5.4585, grad_norm: 2.4422 2021-06-18 19:05:28,934 - mmaction - INFO - Epoch [1][1080/1879] lr: 1.807e-02, eta: 8 days, 21:52:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0266, top5_acc: 0.1008, loss_cls: 5.4154, loss: 5.4154, grad_norm: 2.4961 2021-06-18 19:06:13,747 - mmaction - INFO - Epoch [1][1100/1879] lr: 1.811e-02, eta: 8 days, 21:47:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0238, top5_acc: 0.0879, loss_cls: 5.4600, loss: 5.4600, grad_norm: 2.5166 2021-06-18 19:06:58,525 - mmaction - INFO - Epoch [1][1120/1879] lr: 1.814e-02, eta: 8 days, 21:42:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0242, top5_acc: 0.0996, loss_cls: 5.4295, loss: 5.4295, grad_norm: 2.4454 2021-06-18 19:07:43,321 - mmaction - INFO - Epoch [1][1140/1879] lr: 1.818e-02, eta: 8 days, 21:37:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0289, top5_acc: 0.1086, loss_cls: 5.4065, loss: 5.4065, grad_norm: 2.5230 2021-06-18 19:08:28,176 - mmaction - INFO - Epoch [1][1160/1879] lr: 1.822e-02, eta: 8 days, 21:32:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0262, top5_acc: 0.1012, loss_cls: 5.4431, loss: 5.4431, grad_norm: 2.5067 2021-06-18 19:09:12,947 - mmaction - INFO - Epoch [1][1180/1879] lr: 1.826e-02, eta: 8 days, 21:28:08, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0266, top5_acc: 0.0996, loss_cls: 5.4237, loss: 5.4237, grad_norm: 2.4843 2021-06-18 19:09:57,635 - mmaction - INFO - Epoch [1][1200/1879] lr: 1.830e-02, eta: 8 days, 21:23:05, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0277, top5_acc: 0.1078, loss_cls: 5.4173, loss: 5.4173, grad_norm: 2.5771 2021-06-18 19:10:42,455 - mmaction - INFO - Epoch [1][1220/1879] lr: 1.834e-02, eta: 8 days, 21:18:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0242, top5_acc: 0.1098, loss_cls: 5.3844, loss: 5.3844, grad_norm: 2.4570 2021-06-18 19:11:27,286 - mmaction - INFO - Epoch [1][1240/1879] lr: 1.837e-02, eta: 8 days, 21:14:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0289, top5_acc: 0.1070, loss_cls: 5.3757, loss: 5.3757, grad_norm: 2.4421 2021-06-18 19:12:12,081 - mmaction - INFO - Epoch [1][1260/1879] lr: 1.841e-02, eta: 8 days, 21:10:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0320, top5_acc: 0.1176, loss_cls: 5.3415, loss: 5.3415, grad_norm: 2.4946 2021-06-18 19:12:56,865 - mmaction - INFO - Epoch [1][1280/1879] lr: 1.845e-02, eta: 8 days, 21:06:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0367, top5_acc: 0.1113, loss_cls: 5.4142, loss: 5.4142, grad_norm: 2.5684 2021-06-18 19:13:41,640 - mmaction - INFO - Epoch [1][1300/1879] lr: 1.849e-02, eta: 8 days, 21:02:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.0352, top5_acc: 0.1129, loss_cls: 5.3719, loss: 5.3719, grad_norm: 2.4663 2021-06-18 19:14:26,347 - mmaction - INFO - Epoch [1][1320/1879] lr: 1.853e-02, eta: 8 days, 20:58:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.0348, top5_acc: 0.1156, loss_cls: 5.3673, loss: 5.3673, grad_norm: 2.4475 2021-06-18 19:15:11,124 - mmaction - INFO - Epoch [1][1340/1879] lr: 1.857e-02, eta: 8 days, 20:54:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.0312, top5_acc: 0.1148, loss_cls: 5.3667, loss: 5.3667, grad_norm: 2.5487 2021-06-18 19:15:56,024 - mmaction - INFO - Epoch [1][1360/1879] lr: 1.860e-02, eta: 8 days, 20:50:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0293, top5_acc: 0.1086, loss_cls: 5.3814, loss: 5.3814, grad_norm: 2.4332 2021-06-18 19:16:40,823 - mmaction - INFO - Epoch [1][1380/1879] lr: 1.864e-02, eta: 8 days, 20:47:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0293, top5_acc: 0.1105, loss_cls: 5.3924, loss: 5.3924, grad_norm: 2.4641 2021-06-18 19:17:25,487 - mmaction - INFO - Epoch [1][1400/1879] lr: 1.868e-02, eta: 8 days, 20:43:20, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0305, top5_acc: 0.1070, loss_cls: 5.3865, loss: 5.3865, grad_norm: 2.3900 2021-06-18 19:18:10,335 - mmaction - INFO - Epoch [1][1420/1879] lr: 1.872e-02, eta: 8 days, 20:40:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0328, top5_acc: 0.1152, loss_cls: 5.3438, loss: 5.3438, grad_norm: 2.3786 2021-06-18 19:18:55,143 - mmaction - INFO - Epoch [1][1440/1879] lr: 1.876e-02, eta: 8 days, 20:36:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1109, loss_cls: 5.3387, loss: 5.3387, grad_norm: 2.4580 2021-06-18 19:19:39,947 - mmaction - INFO - Epoch [1][1460/1879] lr: 1.880e-02, eta: 8 days, 20:33:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0352, top5_acc: 0.1102, loss_cls: 5.3717, loss: 5.3717, grad_norm: 2.4829 2021-06-18 19:20:24,716 - mmaction - INFO - Epoch [1][1480/1879] lr: 1.883e-02, eta: 8 days, 20:30:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0352, top5_acc: 0.1148, loss_cls: 5.3511, loss: 5.3511, grad_norm: 2.4623 2021-06-18 19:21:09,572 - mmaction - INFO - Epoch [1][1500/1879] lr: 1.887e-02, eta: 8 days, 20:27:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.0324, top5_acc: 0.1090, loss_cls: 5.3754, loss: 5.3754, grad_norm: 2.3936 2021-06-18 19:21:54,358 - mmaction - INFO - Epoch [1][1520/1879] lr: 1.891e-02, eta: 8 days, 20:24:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1117, loss_cls: 5.3677, loss: 5.3677, grad_norm: 2.4345 2021-06-18 19:22:39,108 - mmaction - INFO - Epoch [1][1540/1879] lr: 1.895e-02, eta: 8 days, 20:20:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0340, top5_acc: 0.0996, loss_cls: 5.3708, loss: 5.3708, grad_norm: 2.4187 2021-06-18 19:23:23,929 - mmaction - INFO - Epoch [1][1560/1879] lr: 1.899e-02, eta: 8 days, 20:18:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0359, top5_acc: 0.1160, loss_cls: 5.3520, loss: 5.3520, grad_norm: 2.4238 2021-06-18 19:24:08,597 - mmaction - INFO - Epoch [1][1580/1879] lr: 1.903e-02, eta: 8 days, 20:14:42, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0426, top5_acc: 0.1258, loss_cls: 5.2805, loss: 5.2805, grad_norm: 2.4118 2021-06-18 19:24:53,390 - mmaction - INFO - Epoch [1][1600/1879] lr: 1.906e-02, eta: 8 days, 20:11:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0395, top5_acc: 0.1320, loss_cls: 5.2987, loss: 5.2987, grad_norm: 2.5038 2021-06-18 19:25:38,158 - mmaction - INFO - Epoch [1][1620/1879] lr: 1.910e-02, eta: 8 days, 20:08:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0355, top5_acc: 0.1234, loss_cls: 5.3238, loss: 5.3238, grad_norm: 2.4920 2021-06-18 19:26:22,931 - mmaction - INFO - Epoch [1][1640/1879] lr: 1.914e-02, eta: 8 days, 20:06:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0359, top5_acc: 0.1277, loss_cls: 5.2926, loss: 5.2926, grad_norm: 2.4356 2021-06-18 19:27:07,728 - mmaction - INFO - Epoch [1][1660/1879] lr: 1.918e-02, eta: 8 days, 20:03:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1332, loss_cls: 5.2689, loss: 5.2689, grad_norm: 2.4616 2021-06-18 19:27:52,544 - mmaction - INFO - Epoch [1][1680/1879] lr: 1.922e-02, eta: 8 days, 20:00:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0445, top5_acc: 0.1352, loss_cls: 5.3086, loss: 5.3086, grad_norm: 2.4836 2021-06-18 19:28:37,340 - mmaction - INFO - Epoch [1][1700/1879] lr: 1.926e-02, eta: 8 days, 19:58:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0355, top5_acc: 0.1191, loss_cls: 5.3338, loss: 5.3338, grad_norm: 2.4322 2021-06-18 19:29:22,099 - mmaction - INFO - Epoch [1][1720/1879] lr: 1.929e-02, eta: 8 days, 19:55:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0410, top5_acc: 0.1297, loss_cls: 5.3119, loss: 5.3119, grad_norm: 2.3802 2021-06-18 19:30:06,946 - mmaction - INFO - Epoch [1][1740/1879] lr: 1.933e-02, eta: 8 days, 19:53:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0344, top5_acc: 0.1344, loss_cls: 5.2547, loss: 5.2547, grad_norm: 2.4225 2021-06-18 19:30:51,618 - mmaction - INFO - Epoch [1][1760/1879] lr: 1.937e-02, eta: 8 days, 19:50:17, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1254, loss_cls: 5.2923, loss: 5.2923, grad_norm: 2.4072 2021-06-18 19:31:36,345 - mmaction - INFO - Epoch [1][1780/1879] lr: 1.941e-02, eta: 8 days, 19:47:36, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.0305, top5_acc: 0.1184, loss_cls: 5.2926, loss: 5.2926, grad_norm: 2.4538 2021-06-18 19:32:20,996 - mmaction - INFO - Epoch [1][1800/1879] lr: 1.945e-02, eta: 8 days, 19:44:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1227, loss_cls: 5.2874, loss: 5.2874, grad_norm: 2.4734 2021-06-18 19:33:05,702 - mmaction - INFO - Epoch [1][1820/1879] lr: 1.949e-02, eta: 8 days, 19:42:07, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0363, top5_acc: 0.1301, loss_cls: 5.2836, loss: 5.2836, grad_norm: 2.3996 2021-06-18 19:33:50,555 - mmaction - INFO - Epoch [1][1840/1879] lr: 1.952e-02, eta: 8 days, 19:39:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0309, top5_acc: 0.1223, loss_cls: 5.2801, loss: 5.2801, grad_norm: 2.4097 2021-06-18 19:34:35,452 - mmaction - INFO - Epoch [1][1860/1879] lr: 1.956e-02, eta: 8 days, 19:37:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0383, top5_acc: 0.1254, loss_cls: 5.2887, loss: 5.2887, grad_norm: 2.4530 2021-06-18 19:35:18,703 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-06-18 19:36:47,992 - mmaction - INFO - Epoch [2][20/1879] lr: 1.963e-02, eta: 8 days, 19:38:19, time: 4.447, data_time: 2.209, memory: 7544, top1_acc: 0.0367, top5_acc: 0.1281, loss_cls: 5.2997, loss: 5.2997, grad_norm: 2.4212 2021-06-18 19:37:32,943 - mmaction - INFO - Epoch [2][40/1879] lr: 1.967e-02, eta: 8 days, 19:36:30, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.0328, top5_acc: 0.1246, loss_cls: 5.2573, loss: 5.2573, grad_norm: 2.4224 2021-06-18 19:38:17,878 - mmaction - INFO - Epoch [2][60/1879] lr: 1.971e-02, eta: 8 days, 19:34:42, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0398, top5_acc: 0.1418, loss_cls: 5.2143, loss: 5.2143, grad_norm: 2.4327 2021-06-18 19:39:02,816 - mmaction - INFO - Epoch [2][80/1879] lr: 1.975e-02, eta: 8 days, 19:32:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0414, top5_acc: 0.1320, loss_cls: 5.2009, loss: 5.2009, grad_norm: 2.4753 2021-06-18 19:39:47,765 - mmaction - INFO - Epoch [2][100/1879] lr: 1.979e-02, eta: 8 days, 19:31:11, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.0344, top5_acc: 0.1258, loss_cls: 5.2556, loss: 5.2556, grad_norm: 2.5577 2021-06-18 19:40:32,670 - mmaction - INFO - Epoch [2][120/1879] lr: 1.983e-02, eta: 8 days, 19:29:20, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.0344, top5_acc: 0.1316, loss_cls: 5.2213, loss: 5.2213, grad_norm: 2.4228 2021-06-18 19:41:17,627 - mmaction - INFO - Epoch [2][140/1879] lr: 1.986e-02, eta: 8 days, 19:27:39, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.0426, top5_acc: 0.1340, loss_cls: 5.2455, loss: 5.2455, grad_norm: 2.4119 2021-06-18 19:42:02,493 - mmaction - INFO - Epoch [2][160/1879] lr: 1.990e-02, eta: 8 days, 19:25:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0402, top5_acc: 0.1336, loss_cls: 5.2180, loss: 5.2180, grad_norm: 2.3757 2021-06-18 19:42:47,310 - mmaction - INFO - Epoch [2][180/1879] lr: 1.994e-02, eta: 8 days, 19:23:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0367, top5_acc: 0.1383, loss_cls: 5.2018, loss: 5.2018, grad_norm: 2.4009 2021-06-18 19:43:32,186 - mmaction - INFO - Epoch [2][200/1879] lr: 1.998e-02, eta: 8 days, 19:21:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0395, top5_acc: 0.1238, loss_cls: 5.2493, loss: 5.2493, grad_norm: 2.4880 2021-06-18 19:44:17,074 - mmaction - INFO - Epoch [2][220/1879] lr: 2.002e-02, eta: 8 days, 19:20:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0371, top5_acc: 0.1332, loss_cls: 5.2404, loss: 5.2404, grad_norm: 2.3927 2021-06-18 19:45:02,016 - mmaction - INFO - Epoch [2][240/1879] lr: 2.006e-02, eta: 8 days, 19:18:29, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.0344, top5_acc: 0.1355, loss_cls: 5.2447, loss: 5.2447, grad_norm: 2.4756 2021-06-18 19:45:46,781 - mmaction - INFO - Epoch [2][260/1879] lr: 2.009e-02, eta: 8 days, 19:16:25, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0473, top5_acc: 0.1422, loss_cls: 5.2212, loss: 5.2212, grad_norm: 2.4164 2021-06-18 19:46:31,711 - mmaction - INFO - Epoch [2][280/1879] lr: 2.013e-02, eta: 8 days, 19:14:48, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.0469, top5_acc: 0.1414, loss_cls: 5.1816, loss: 5.1816, grad_norm: 2.4621 2021-06-18 19:47:16,449 - mmaction - INFO - Epoch [2][300/1879] lr: 2.017e-02, eta: 8 days, 19:12:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0426, top5_acc: 0.1379, loss_cls: 5.2026, loss: 5.2026, grad_norm: 2.4791 2021-06-18 19:48:01,173 - mmaction - INFO - Epoch [2][320/1879] lr: 2.021e-02, eta: 8 days, 19:10:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.0430, top5_acc: 0.1336, loss_cls: 5.2201, loss: 5.2201, grad_norm: 2.4509 2021-06-18 19:48:46,013 - mmaction - INFO - Epoch [2][340/1879] lr: 2.025e-02, eta: 8 days, 19:08:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0457, top5_acc: 0.1355, loss_cls: 5.1912, loss: 5.1912, grad_norm: 2.4875 2021-06-18 19:49:30,784 - mmaction - INFO - Epoch [2][360/1879] lr: 2.029e-02, eta: 8 days, 19:06:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0504, top5_acc: 0.1508, loss_cls: 5.1669, loss: 5.1669, grad_norm: 2.4374 2021-06-18 19:50:15,661 - mmaction - INFO - Epoch [2][380/1879] lr: 2.032e-02, eta: 8 days, 19:05:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0492, top5_acc: 0.1527, loss_cls: 5.2039, loss: 5.2039, grad_norm: 2.4407 2021-06-18 19:51:00,492 - mmaction - INFO - Epoch [2][400/1879] lr: 2.036e-02, eta: 8 days, 19:03:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0461, top5_acc: 0.1512, loss_cls: 5.1481, loss: 5.1481, grad_norm: 2.4125 2021-06-18 19:51:45,318 - mmaction - INFO - Epoch [2][420/1879] lr: 2.040e-02, eta: 8 days, 19:01:43, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0461, top5_acc: 0.1520, loss_cls: 5.1802, loss: 5.1802, grad_norm: 2.4659 2021-06-18 19:52:30,151 - mmaction - INFO - Epoch [2][440/1879] lr: 2.044e-02, eta: 8 days, 18:59:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1527, loss_cls: 5.1245, loss: 5.1245, grad_norm: 2.4157 2021-06-18 19:53:14,889 - mmaction - INFO - Epoch [2][460/1879] lr: 2.048e-02, eta: 8 days, 18:58:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0508, top5_acc: 0.1566, loss_cls: 5.1179, loss: 5.1179, grad_norm: 2.4928 2021-06-18 19:53:59,693 - mmaction - INFO - Epoch [2][480/1879] lr: 2.052e-02, eta: 8 days, 18:56:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0465, top5_acc: 0.1410, loss_cls: 5.1476, loss: 5.1476, grad_norm: 2.3774 2021-06-18 19:54:44,499 - mmaction - INFO - Epoch [2][500/1879] lr: 2.055e-02, eta: 8 days, 18:54:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0496, top5_acc: 0.1547, loss_cls: 5.1073, loss: 5.1073, grad_norm: 2.3516 2021-06-18 19:55:29,273 - mmaction - INFO - Epoch [2][520/1879] lr: 2.059e-02, eta: 8 days, 18:52:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0461, top5_acc: 0.1398, loss_cls: 5.1730, loss: 5.1730, grad_norm: 2.4170 2021-06-18 19:56:14,125 - mmaction - INFO - Epoch [2][540/1879] lr: 2.063e-02, eta: 8 days, 18:51:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1434, loss_cls: 5.1671, loss: 5.1671, grad_norm: 2.4233 2021-06-18 19:56:58,912 - mmaction - INFO - Epoch [2][560/1879] lr: 2.067e-02, eta: 8 days, 18:49:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1523, loss_cls: 5.1475, loss: 5.1475, grad_norm: 2.4433 2021-06-18 19:57:43,769 - mmaction - INFO - Epoch [2][580/1879] lr: 2.071e-02, eta: 8 days, 18:47:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0426, top5_acc: 0.1477, loss_cls: 5.1451, loss: 5.1451, grad_norm: 2.3694 2021-06-18 19:58:28,459 - mmaction - INFO - Epoch [2][600/1879] lr: 2.075e-02, eta: 8 days, 18:46:02, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.0492, top5_acc: 0.1492, loss_cls: 5.1569, loss: 5.1569, grad_norm: 2.4451 2021-06-18 19:59:13,287 - mmaction - INFO - Epoch [2][620/1879] lr: 2.078e-02, eta: 8 days, 18:44:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0469, top5_acc: 0.1590, loss_cls: 5.1396, loss: 5.1396, grad_norm: 2.4212 2021-06-18 19:59:58,162 - mmaction - INFO - Epoch [2][640/1879] lr: 2.082e-02, eta: 8 days, 18:42:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0516, top5_acc: 0.1668, loss_cls: 5.0952, loss: 5.0952, grad_norm: 2.4445 2021-06-18 20:00:42,815 - mmaction - INFO - Epoch [2][660/1879] lr: 2.086e-02, eta: 8 days, 18:41:02, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.0527, top5_acc: 0.1672, loss_cls: 5.0859, loss: 5.0859, grad_norm: 2.4394 2021-06-18 20:01:27,484 - mmaction - INFO - Epoch [2][680/1879] lr: 2.090e-02, eta: 8 days, 18:39:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0465, top5_acc: 0.1500, loss_cls: 5.1459, loss: 5.1459, grad_norm: 2.4402 2021-06-18 20:02:12,171 - mmaction - INFO - Epoch [2][700/1879] lr: 2.094e-02, eta: 8 days, 18:37:18, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0477, top5_acc: 0.1641, loss_cls: 5.0767, loss: 5.0767, grad_norm: 2.3668 2021-06-18 20:02:56,993 - mmaction - INFO - Epoch [2][720/1879] lr: 2.098e-02, eta: 8 days, 18:35:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0508, top5_acc: 0.1465, loss_cls: 5.1458, loss: 5.1458, grad_norm: 2.4063 2021-06-18 20:03:41,751 - mmaction - INFO - Epoch [2][740/1879] lr: 2.101e-02, eta: 8 days, 18:34:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0465, top5_acc: 0.1504, loss_cls: 5.1321, loss: 5.1321, grad_norm: 2.3417 2021-06-18 20:04:26,568 - mmaction - INFO - Epoch [2][760/1879] lr: 2.105e-02, eta: 8 days, 18:32:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0582, top5_acc: 0.1656, loss_cls: 5.0711, loss: 5.0711, grad_norm: 2.3711 2021-06-18 20:05:11,354 - mmaction - INFO - Epoch [2][780/1879] lr: 2.109e-02, eta: 8 days, 18:31:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0500, top5_acc: 0.1695, loss_cls: 5.0963, loss: 5.0963, grad_norm: 2.4041 2021-06-18 20:05:56,339 - mmaction - INFO - Epoch [2][800/1879] lr: 2.113e-02, eta: 8 days, 18:29:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1605, loss_cls: 5.0936, loss: 5.0936, grad_norm: 2.4164 2021-06-18 20:06:41,139 - mmaction - INFO - Epoch [2][820/1879] lr: 2.117e-02, eta: 8 days, 18:28:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0395, top5_acc: 0.1445, loss_cls: 5.1433, loss: 5.1433, grad_norm: 2.3033 2021-06-18 20:07:25,970 - mmaction - INFO - Epoch [2][840/1879] lr: 2.121e-02, eta: 8 days, 18:26:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0504, top5_acc: 0.1637, loss_cls: 5.0627, loss: 5.0627, grad_norm: 2.3047 2021-06-18 20:08:10,837 - mmaction - INFO - Epoch [2][860/1879] lr: 2.124e-02, eta: 8 days, 18:25:36, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0555, top5_acc: 0.1691, loss_cls: 5.0216, loss: 5.0216, grad_norm: 2.4110 2021-06-18 20:08:55,541 - mmaction - INFO - Epoch [2][880/1879] lr: 2.128e-02, eta: 8 days, 18:23:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0484, top5_acc: 0.1543, loss_cls: 5.1021, loss: 5.1021, grad_norm: 2.4093 2021-06-18 20:09:40,430 - mmaction - INFO - Epoch [2][900/1879] lr: 2.132e-02, eta: 8 days, 18:22:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0508, top5_acc: 0.1676, loss_cls: 5.0791, loss: 5.0791, grad_norm: 2.3973 2021-06-18 20:10:25,225 - mmaction - INFO - Epoch [2][920/1879] lr: 2.136e-02, eta: 8 days, 18:21:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0566, top5_acc: 0.1664, loss_cls: 5.0546, loss: 5.0546, grad_norm: 2.3562 2021-06-18 20:11:09,915 - mmaction - INFO - Epoch [2][940/1879] lr: 2.140e-02, eta: 8 days, 18:19:28, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0574, top5_acc: 0.1734, loss_cls: 5.0629, loss: 5.0629, grad_norm: 2.3603 2021-06-18 20:11:54,888 - mmaction - INFO - Epoch [2][960/1879] lr: 2.144e-02, eta: 8 days, 18:18:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0590, top5_acc: 0.1668, loss_cls: 5.0356, loss: 5.0356, grad_norm: 2.4061 2021-06-18 20:12:39,688 - mmaction - INFO - Epoch [2][980/1879] lr: 2.147e-02, eta: 8 days, 18:16:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0520, top5_acc: 0.1797, loss_cls: 5.0374, loss: 5.0374, grad_norm: 2.3929 2021-06-18 20:13:24,552 - mmaction - INFO - Epoch [2][1000/1879] lr: 2.151e-02, eta: 8 days, 18:15:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0586, top5_acc: 0.1711, loss_cls: 5.0223, loss: 5.0223, grad_norm: 2.3381 2021-06-18 20:14:09,472 - mmaction - INFO - Epoch [2][1020/1879] lr: 2.155e-02, eta: 8 days, 18:14:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0508, top5_acc: 0.1578, loss_cls: 5.0977, loss: 5.0977, grad_norm: 2.3280 2021-06-18 20:14:54,244 - mmaction - INFO - Epoch [2][1040/1879] lr: 2.159e-02, eta: 8 days, 18:12:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0484, top5_acc: 0.1617, loss_cls: 5.0725, loss: 5.0725, grad_norm: 2.3882 2021-06-18 20:15:38,947 - mmaction - INFO - Epoch [2][1060/1879] lr: 2.163e-02, eta: 8 days, 18:11:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0543, top5_acc: 0.1680, loss_cls: 5.0660, loss: 5.0660, grad_norm: 2.3500 2021-06-18 20:16:23,594 - mmaction - INFO - Epoch [2][1080/1879] lr: 2.167e-02, eta: 8 days, 18:09:43, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.0559, top5_acc: 0.1719, loss_cls: 5.0310, loss: 5.0310, grad_norm: 2.3744 2021-06-18 20:17:08,298 - mmaction - INFO - Epoch [2][1100/1879] lr: 2.170e-02, eta: 8 days, 18:08:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0496, top5_acc: 0.1730, loss_cls: 5.0563, loss: 5.0563, grad_norm: 2.3624 2021-06-18 20:17:53,001 - mmaction - INFO - Epoch [2][1120/1879] lr: 2.174e-02, eta: 8 days, 18:06:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1750, loss_cls: 5.0292, loss: 5.0292, grad_norm: 2.3431 2021-06-18 20:18:37,757 - mmaction - INFO - Epoch [2][1140/1879] lr: 2.178e-02, eta: 8 days, 18:05:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0602, top5_acc: 0.1695, loss_cls: 5.0449, loss: 5.0449, grad_norm: 2.2891 2021-06-18 20:19:22,515 - mmaction - INFO - Epoch [2][1160/1879] lr: 2.182e-02, eta: 8 days, 18:03:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0574, top5_acc: 0.1762, loss_cls: 5.0239, loss: 5.0239, grad_norm: 2.3495 2021-06-18 20:20:07,167 - mmaction - INFO - Epoch [2][1180/1879] lr: 2.186e-02, eta: 8 days, 18:02:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0523, top5_acc: 0.1738, loss_cls: 5.0387, loss: 5.0387, grad_norm: 2.3621 2021-06-18 20:20:51,903 - mmaction - INFO - Epoch [2][1200/1879] lr: 2.190e-02, eta: 8 days, 18:00:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.0555, top5_acc: 0.1719, loss_cls: 5.0476, loss: 5.0476, grad_norm: 2.3217 2021-06-18 20:21:36,586 - mmaction - INFO - Epoch [2][1220/1879] lr: 2.193e-02, eta: 8 days, 17:59:09, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0543, top5_acc: 0.1844, loss_cls: 5.0157, loss: 5.0157, grad_norm: 2.3483 2021-06-18 20:22:21,432 - mmaction - INFO - Epoch [2][1240/1879] lr: 2.197e-02, eta: 8 days, 17:57:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0535, top5_acc: 0.1719, loss_cls: 5.0018, loss: 5.0018, grad_norm: 2.5563 2021-06-18 20:23:06,193 - mmaction - INFO - Epoch [2][1260/1879] lr: 2.201e-02, eta: 8 days, 17:56:32, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0523, top5_acc: 0.1617, loss_cls: 5.0463, loss: 5.0463, grad_norm: 2.5507 2021-06-18 20:23:50,965 - mmaction - INFO - Epoch [2][1280/1879] lr: 2.205e-02, eta: 8 days, 17:55:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0488, top5_acc: 0.1582, loss_cls: 5.0682, loss: 5.0682, grad_norm: 2.3672 2021-06-18 20:24:35,615 - mmaction - INFO - Epoch [2][1300/1879] lr: 2.209e-02, eta: 8 days, 17:53:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0566, top5_acc: 0.1734, loss_cls: 5.0214, loss: 5.0214, grad_norm: 2.3609 2021-06-18 20:25:20,288 - mmaction - INFO - Epoch [2][1320/1879] lr: 2.213e-02, eta: 8 days, 17:52:07, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.0609, top5_acc: 0.1828, loss_cls: 5.0089, loss: 5.0089, grad_norm: 2.4075 2021-06-18 20:26:05,065 - mmaction - INFO - Epoch [2][1340/1879] lr: 2.216e-02, eta: 8 days, 17:50:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0535, top5_acc: 0.1730, loss_cls: 5.0203, loss: 5.0203, grad_norm: 2.2962 2021-06-18 20:26:49,885 - mmaction - INFO - Epoch [2][1360/1879] lr: 2.220e-02, eta: 8 days, 17:49:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0582, top5_acc: 0.1805, loss_cls: 4.9964, loss: 4.9964, grad_norm: 2.3598 2021-06-18 20:27:34,619 - mmaction - INFO - Epoch [2][1380/1879] lr: 2.224e-02, eta: 8 days, 17:48:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0598, top5_acc: 0.1746, loss_cls: 5.0013, loss: 5.0013, grad_norm: 2.3840 2021-06-18 20:28:19,412 - mmaction - INFO - Epoch [2][1400/1879] lr: 2.228e-02, eta: 8 days, 17:46:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0563, top5_acc: 0.1805, loss_cls: 4.9919, loss: 4.9919, grad_norm: 2.3551 2021-06-18 20:29:04,173 - mmaction - INFO - Epoch [2][1420/1879] lr: 2.232e-02, eta: 8 days, 17:45:36, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0531, top5_acc: 0.1762, loss_cls: 5.0323, loss: 5.0323, grad_norm: 2.3740 2021-06-18 20:29:48,881 - mmaction - INFO - Epoch [2][1440/1879] lr: 2.236e-02, eta: 8 days, 17:44:12, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0512, top5_acc: 0.1648, loss_cls: 5.0602, loss: 5.0602, grad_norm: 2.3168 2021-06-18 20:30:33,572 - mmaction - INFO - Epoch [2][1460/1879] lr: 2.239e-02, eta: 8 days, 17:42:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0547, top5_acc: 0.1625, loss_cls: 5.0394, loss: 5.0394, grad_norm: 2.2474 2021-06-18 20:31:18,392 - mmaction - INFO - Epoch [2][1480/1879] lr: 2.243e-02, eta: 8 days, 17:41:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0590, top5_acc: 0.1832, loss_cls: 4.9972, loss: 4.9972, grad_norm: 2.3333 2021-06-18 20:32:03,194 - mmaction - INFO - Epoch [2][1500/1879] lr: 2.247e-02, eta: 8 days, 17:40:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0660, top5_acc: 0.1914, loss_cls: 4.9474, loss: 4.9474, grad_norm: 2.3760 2021-06-18 20:32:48,087 - mmaction - INFO - Epoch [2][1520/1879] lr: 2.251e-02, eta: 8 days, 17:39:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0578, top5_acc: 0.1828, loss_cls: 4.9939, loss: 4.9939, grad_norm: 2.3578 2021-06-18 20:33:32,827 - mmaction - INFO - Epoch [2][1540/1879] lr: 2.255e-02, eta: 8 days, 17:37:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0660, top5_acc: 0.1895, loss_cls: 4.9897, loss: 4.9897, grad_norm: 2.3250 2021-06-18 20:34:17,596 - mmaction - INFO - Epoch [2][1560/1879] lr: 2.259e-02, eta: 8 days, 17:36:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0613, top5_acc: 0.1766, loss_cls: 5.0097, loss: 5.0097, grad_norm: 2.3767 2021-06-18 20:35:02,398 - mmaction - INFO - Epoch [2][1580/1879] lr: 2.262e-02, eta: 8 days, 17:35:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0633, top5_acc: 0.1840, loss_cls: 4.9893, loss: 4.9893, grad_norm: 2.3008 2021-06-18 20:35:47,085 - mmaction - INFO - Epoch [2][1600/1879] lr: 2.266e-02, eta: 8 days, 17:34:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0613, top5_acc: 0.1770, loss_cls: 4.9966, loss: 4.9966, grad_norm: 2.3415 2021-06-18 20:36:31,659 - mmaction - INFO - Epoch [2][1620/1879] lr: 2.270e-02, eta: 8 days, 17:32:35, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.0688, top5_acc: 0.1797, loss_cls: 5.0087, loss: 5.0087, grad_norm: 2.3952 2021-06-18 20:37:16,491 - mmaction - INFO - Epoch [2][1640/1879] lr: 2.274e-02, eta: 8 days, 17:31:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0703, top5_acc: 0.1918, loss_cls: 4.9700, loss: 4.9700, grad_norm: 2.3537 2021-06-18 20:38:01,231 - mmaction - INFO - Epoch [2][1660/1879] lr: 2.278e-02, eta: 8 days, 17:30:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.0637, top5_acc: 0.1711, loss_cls: 4.9908, loss: 4.9908, grad_norm: 2.3687 2021-06-18 20:38:46,027 - mmaction - INFO - Epoch [2][1680/1879] lr: 2.282e-02, eta: 8 days, 17:29:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0602, top5_acc: 0.1832, loss_cls: 4.9914, loss: 4.9914, grad_norm: 2.3037 2021-06-18 20:39:30,785 - mmaction - INFO - Epoch [2][1700/1879] lr: 2.285e-02, eta: 8 days, 17:27:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0566, top5_acc: 0.1848, loss_cls: 4.9600, loss: 4.9600, grad_norm: 2.3255 2021-06-18 20:40:15,521 - mmaction - INFO - Epoch [2][1720/1879] lr: 2.289e-02, eta: 8 days, 17:26:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0605, top5_acc: 0.1770, loss_cls: 5.0310, loss: 5.0310, grad_norm: 2.3339 2021-06-18 20:41:00,324 - mmaction - INFO - Epoch [2][1740/1879] lr: 2.293e-02, eta: 8 days, 17:25:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0621, top5_acc: 0.1891, loss_cls: 4.9480, loss: 4.9480, grad_norm: 2.3360 2021-06-18 20:41:45,037 - mmaction - INFO - Epoch [2][1760/1879] lr: 2.297e-02, eta: 8 days, 17:24:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.0570, top5_acc: 0.1867, loss_cls: 4.9427, loss: 4.9427, grad_norm: 2.3565 2021-06-18 20:42:29,732 - mmaction - INFO - Epoch [2][1780/1879] lr: 2.301e-02, eta: 8 days, 17:22:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.0648, top5_acc: 0.1879, loss_cls: 4.9357, loss: 4.9357, grad_norm: 2.3048 2021-06-18 20:43:14,379 - mmaction - INFO - Epoch [2][1800/1879] lr: 2.304e-02, eta: 8 days, 17:21:22, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.0691, top5_acc: 0.1867, loss_cls: 4.9536, loss: 4.9536, grad_norm: 2.3668 2021-06-18 20:43:59,164 - mmaction - INFO - Epoch [2][1820/1879] lr: 2.308e-02, eta: 8 days, 17:20:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0605, top5_acc: 0.1844, loss_cls: 4.9724, loss: 4.9724, grad_norm: 2.2793 2021-06-18 20:44:43,828 - mmaction - INFO - Epoch [2][1840/1879] lr: 2.312e-02, eta: 8 days, 17:18:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0672, top5_acc: 0.1938, loss_cls: 4.9358, loss: 4.9358, grad_norm: 2.3202 2021-06-18 20:45:28,755 - mmaction - INFO - Epoch [2][1860/1879] lr: 2.316e-02, eta: 8 days, 17:17:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0563, top5_acc: 0.1867, loss_cls: 4.9452, loss: 4.9452, grad_norm: 2.3366 2021-06-18 20:46:11,821 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-06-18 20:47:40,530 - mmaction - INFO - Epoch [3][20/1879] lr: 2.323e-02, eta: 8 days, 17:16:59, time: 4.411, data_time: 2.100, memory: 7544, top1_acc: 0.0684, top5_acc: 0.1898, loss_cls: 4.9526, loss: 4.9526, grad_norm: 2.3347 2021-06-18 20:48:25,390 - mmaction - INFO - Epoch [3][40/1879] lr: 2.327e-02, eta: 8 days, 17:15:56, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.0641, top5_acc: 0.1938, loss_cls: 4.9113, loss: 4.9113, grad_norm: 2.2690 2021-06-18 20:49:10,329 - mmaction - INFO - Epoch [3][60/1879] lr: 2.331e-02, eta: 8 days, 17:15:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0551, top5_acc: 0.1746, loss_cls: 4.9857, loss: 4.9857, grad_norm: 2.2676 2021-06-18 20:49:55,264 - mmaction - INFO - Epoch [3][80/1879] lr: 2.334e-02, eta: 8 days, 17:14:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0641, top5_acc: 0.1902, loss_cls: 4.9191, loss: 4.9191, grad_norm: 2.2486 2021-06-18 20:50:40,183 - mmaction - INFO - Epoch [3][100/1879] lr: 2.338e-02, eta: 8 days, 17:13:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0633, top5_acc: 0.1867, loss_cls: 4.9515, loss: 4.9515, grad_norm: 2.2700 2021-06-18 20:51:25,174 - mmaction - INFO - Epoch [3][120/1879] lr: 2.342e-02, eta: 8 days, 17:12:19, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.0633, top5_acc: 0.1996, loss_cls: 4.8941, loss: 4.8941, grad_norm: 2.2539 2021-06-18 20:52:10,136 - mmaction - INFO - Epoch [3][140/1879] lr: 2.346e-02, eta: 8 days, 17:11:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.0668, top5_acc: 0.1973, loss_cls: 4.8961, loss: 4.8961, grad_norm: 2.2766 2021-06-18 20:52:55,075 - mmaction - INFO - Epoch [3][160/1879] lr: 2.350e-02, eta: 8 days, 17:10:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0684, top5_acc: 0.1887, loss_cls: 4.8909, loss: 4.8909, grad_norm: 2.2709 2021-06-18 20:53:39,759 - mmaction - INFO - Epoch [3][180/1879] lr: 2.354e-02, eta: 8 days, 17:09:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0680, top5_acc: 0.1965, loss_cls: 4.9259, loss: 4.9259, grad_norm: 2.3619 2021-06-18 20:54:24,677 - mmaction - INFO - Epoch [3][200/1879] lr: 2.357e-02, eta: 8 days, 17:08:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0609, top5_acc: 0.1875, loss_cls: 4.9285, loss: 4.9285, grad_norm: 2.2739 2021-06-18 20:55:09,556 - mmaction - INFO - Epoch [3][220/1879] lr: 2.361e-02, eta: 8 days, 17:07:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0637, top5_acc: 0.1977, loss_cls: 4.8940, loss: 4.8940, grad_norm: 2.3346 2021-06-18 20:55:54,410 - mmaction - INFO - Epoch [3][240/1879] lr: 2.365e-02, eta: 8 days, 17:06:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0711, top5_acc: 0.2164, loss_cls: 4.8490, loss: 4.8490, grad_norm: 2.2944 2021-06-18 20:56:39,090 - mmaction - INFO - Epoch [3][260/1879] lr: 2.369e-02, eta: 8 days, 17:05:03, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0684, top5_acc: 0.1895, loss_cls: 4.9064, loss: 4.9064, grad_norm: 2.2906 2021-06-18 20:57:23,881 - mmaction - INFO - Epoch [3][280/1879] lr: 2.373e-02, eta: 8 days, 17:03:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0594, top5_acc: 0.1938, loss_cls: 4.9096, loss: 4.9096, grad_norm: 2.3440 2021-06-18 20:58:08,855 - mmaction - INFO - Epoch [3][300/1879] lr: 2.377e-02, eta: 8 days, 17:03:06, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.0711, top5_acc: 0.1996, loss_cls: 4.8708, loss: 4.8708, grad_norm: 2.2719 2021-06-18 20:58:53,680 - mmaction - INFO - Epoch [3][320/1879] lr: 2.380e-02, eta: 8 days, 17:02:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.0688, top5_acc: 0.2020, loss_cls: 4.9094, loss: 4.9094, grad_norm: 2.3091 2021-06-18 20:59:38,378 - mmaction - INFO - Epoch [3][340/1879] lr: 2.384e-02, eta: 8 days, 17:00:50, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0664, top5_acc: 0.2098, loss_cls: 4.8125, loss: 4.8125, grad_norm: 2.3467 2021-06-18 21:00:23,092 - mmaction - INFO - Epoch [3][360/1879] lr: 2.388e-02, eta: 8 days, 16:59:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0641, top5_acc: 0.2000, loss_cls: 4.8668, loss: 4.8668, grad_norm: 2.3352 2021-06-18 21:01:07,991 - mmaction - INFO - Epoch [3][380/1879] lr: 2.392e-02, eta: 8 days, 16:58:42, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0777, top5_acc: 0.2039, loss_cls: 4.8288, loss: 4.8288, grad_norm: 2.3049 2021-06-18 21:01:52,884 - mmaction - INFO - Epoch [3][400/1879] lr: 2.396e-02, eta: 8 days, 16:57:45, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.0691, top5_acc: 0.2074, loss_cls: 4.8697, loss: 4.8697, grad_norm: 2.3517 2021-06-18 21:02:37,614 - mmaction - INFO - Epoch [3][420/1879] lr: 2.400e-02, eta: 8 days, 16:56:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0707, top5_acc: 0.2051, loss_cls: 4.9007, loss: 4.9007, grad_norm: 2.3085 2021-06-18 21:03:22,389 - mmaction - INFO - Epoch [3][440/1879] lr: 2.403e-02, eta: 8 days, 16:55:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0688, top5_acc: 0.1906, loss_cls: 4.9284, loss: 4.9284, grad_norm: 2.4431 2021-06-18 21:04:07,151 - mmaction - INFO - Epoch [3][460/1879] lr: 2.407e-02, eta: 8 days, 16:54:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0742, top5_acc: 0.2102, loss_cls: 4.8884, loss: 4.8884, grad_norm: 2.3818 2021-06-18 21:04:52,023 - mmaction - INFO - Epoch [3][480/1879] lr: 2.411e-02, eta: 8 days, 16:53:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0738, top5_acc: 0.2098, loss_cls: 4.8382, loss: 4.8382, grad_norm: 2.3238 2021-06-18 21:05:36,837 - mmaction - INFO - Epoch [3][500/1879] lr: 2.415e-02, eta: 8 days, 16:52:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0738, top5_acc: 0.2020, loss_cls: 4.8801, loss: 4.8801, grad_norm: 2.3364 2021-06-18 21:06:21,591 - mmaction - INFO - Epoch [3][520/1879] lr: 2.419e-02, eta: 8 days, 16:51:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0691, top5_acc: 0.1996, loss_cls: 4.8433, loss: 4.8433, grad_norm: 2.2476 2021-06-18 21:07:06,597 - mmaction - INFO - Epoch [3][540/1879] lr: 2.423e-02, eta: 8 days, 16:50:30, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.0742, top5_acc: 0.2098, loss_cls: 4.8610, loss: 4.8610, grad_norm: 2.3173 2021-06-18 21:07:51,395 - mmaction - INFO - Epoch [3][560/1879] lr: 2.426e-02, eta: 8 days, 16:49:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0699, top5_acc: 0.1859, loss_cls: 4.8987, loss: 4.8987, grad_norm: 2.2810 2021-06-18 21:08:36,119 - mmaction - INFO - Epoch [3][580/1879] lr: 2.430e-02, eta: 8 days, 16:48:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.0754, top5_acc: 0.2121, loss_cls: 4.8184, loss: 4.8184, grad_norm: 2.2103 2021-06-18 21:09:20,799 - mmaction - INFO - Epoch [3][600/1879] lr: 2.434e-02, eta: 8 days, 16:47:07, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0652, top5_acc: 0.1957, loss_cls: 4.8810, loss: 4.8810, grad_norm: 2.3123 2021-06-18 21:10:05,560 - mmaction - INFO - Epoch [3][620/1879] lr: 2.438e-02, eta: 8 days, 16:46:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0723, top5_acc: 0.2035, loss_cls: 4.8514, loss: 4.8514, grad_norm: 2.2264 2021-06-18 21:10:50,473 - mmaction - INFO - Epoch [3][640/1879] lr: 2.442e-02, eta: 8 days, 16:45:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0664, top5_acc: 0.2180, loss_cls: 4.8337, loss: 4.8337, grad_norm: 2.3459 2021-06-18 21:11:35,078 - mmaction - INFO - Epoch [3][660/1879] lr: 2.446e-02, eta: 8 days, 16:43:51, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.0805, top5_acc: 0.2219, loss_cls: 4.7979, loss: 4.7979, grad_norm: 2.2793 2021-06-18 21:12:19,934 - mmaction - INFO - Epoch [3][680/1879] lr: 2.449e-02, eta: 8 days, 16:42:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0766, top5_acc: 0.2168, loss_cls: 4.8260, loss: 4.8260, grad_norm: 2.3920 2021-06-18 21:13:04,701 - mmaction - INFO - Epoch [3][700/1879] lr: 2.453e-02, eta: 8 days, 16:41:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0711, top5_acc: 0.2148, loss_cls: 4.8360, loss: 4.8360, grad_norm: 2.3062 2021-06-18 21:13:49,468 - mmaction - INFO - Epoch [3][720/1879] lr: 2.457e-02, eta: 8 days, 16:40:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0766, top5_acc: 0.2160, loss_cls: 4.8463, loss: 4.8463, grad_norm: 2.3103 2021-06-18 21:14:34,257 - mmaction - INFO - Epoch [3][740/1879] lr: 2.461e-02, eta: 8 days, 16:39:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0637, top5_acc: 0.2070, loss_cls: 4.8581, loss: 4.8581, grad_norm: 2.3182 2021-06-18 21:15:19,036 - mmaction - INFO - Epoch [3][760/1879] lr: 2.465e-02, eta: 8 days, 16:38:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.0762, top5_acc: 0.2172, loss_cls: 4.8375, loss: 4.8375, grad_norm: 2.2215 2021-06-18 21:16:04,022 - mmaction - INFO - Epoch [3][780/1879] lr: 2.468e-02, eta: 8 days, 16:37:53, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0707, top5_acc: 0.2082, loss_cls: 4.8247, loss: 4.8247, grad_norm: 2.2411 2021-06-18 21:16:48,877 - mmaction - INFO - Epoch [3][800/1879] lr: 2.472e-02, eta: 8 days, 16:36:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0801, top5_acc: 0.2285, loss_cls: 4.7888, loss: 4.7888, grad_norm: 2.3080 2021-06-18 21:17:33,627 - mmaction - INFO - Epoch [3][820/1879] lr: 2.476e-02, eta: 8 days, 16:35:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0793, top5_acc: 0.2059, loss_cls: 4.8414, loss: 4.8414, grad_norm: 2.2537 2021-06-18 21:18:18,436 - mmaction - INFO - Epoch [3][840/1879] lr: 2.480e-02, eta: 8 days, 16:34:52, time: 2.240, data_time: 0.003, memory: 7544, top1_acc: 0.0789, top5_acc: 0.2160, loss_cls: 4.8108, loss: 4.8108, grad_norm: 2.2154 2021-06-18 21:19:03,186 - mmaction - INFO - Epoch [3][860/1879] lr: 2.484e-02, eta: 8 days, 16:33:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0871, top5_acc: 0.2371, loss_cls: 4.7529, loss: 4.7529, grad_norm: 2.2800 2021-06-18 21:19:48,121 - mmaction - INFO - Epoch [3][880/1879] lr: 2.488e-02, eta: 8 days, 16:32:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0816, top5_acc: 0.2301, loss_cls: 4.7738, loss: 4.7738, grad_norm: 2.2842 2021-06-18 21:20:32,794 - mmaction - INFO - Epoch [3][900/1879] lr: 2.491e-02, eta: 8 days, 16:31:48, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0766, top5_acc: 0.2199, loss_cls: 4.8354, loss: 4.8354, grad_norm: 2.2603 2021-06-18 21:21:17,625 - mmaction - INFO - Epoch [3][920/1879] lr: 2.495e-02, eta: 8 days, 16:30:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0836, top5_acc: 0.2180, loss_cls: 4.7857, loss: 4.7857, grad_norm: 2.2756 2021-06-18 21:22:02,326 - mmaction - INFO - Epoch [3][940/1879] lr: 2.499e-02, eta: 8 days, 16:29:43, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0852, top5_acc: 0.2191, loss_cls: 4.7684, loss: 4.7684, grad_norm: 2.2530 2021-06-18 21:22:47,285 - mmaction - INFO - Epoch [3][960/1879] lr: 2.503e-02, eta: 8 days, 16:28:54, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.0754, top5_acc: 0.2273, loss_cls: 4.7698, loss: 4.7698, grad_norm: 2.3563 2021-06-18 21:23:32,049 - mmaction - INFO - Epoch [3][980/1879] lr: 2.507e-02, eta: 8 days, 16:27:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0809, top5_acc: 0.2133, loss_cls: 4.8056, loss: 4.8056, grad_norm: 2.2771 2021-06-18 21:24:16,835 - mmaction - INFO - Epoch [3][1000/1879] lr: 2.511e-02, eta: 8 days, 16:26:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0832, top5_acc: 0.2160, loss_cls: 4.8539, loss: 4.8539, grad_norm: 2.2577 2021-06-18 21:25:01,566 - mmaction - INFO - Epoch [3][1020/1879] lr: 2.514e-02, eta: 8 days, 16:25:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0770, top5_acc: 0.2258, loss_cls: 4.8113, loss: 4.8113, grad_norm: 2.2430 2021-06-18 21:25:46,382 - mmaction - INFO - Epoch [3][1040/1879] lr: 2.518e-02, eta: 8 days, 16:24:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0793, top5_acc: 0.2297, loss_cls: 4.7783, loss: 4.7783, grad_norm: 2.3066 2021-06-18 21:26:31,036 - mmaction - INFO - Epoch [3][1060/1879] lr: 2.522e-02, eta: 8 days, 16:23:39, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0789, top5_acc: 0.2180, loss_cls: 4.8033, loss: 4.8033, grad_norm: 2.3217 2021-06-18 21:27:15,847 - mmaction - INFO - Epoch [3][1080/1879] lr: 2.526e-02, eta: 8 days, 16:22:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0773, top5_acc: 0.2172, loss_cls: 4.8304, loss: 4.8304, grad_norm: 2.2234 2021-06-18 21:28:00,632 - mmaction - INFO - Epoch [3][1100/1879] lr: 2.530e-02, eta: 8 days, 16:21:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0809, top5_acc: 0.2199, loss_cls: 4.7573, loss: 4.7573, grad_norm: 2.2367 2021-06-18 21:28:45,177 - mmaction - INFO - Epoch [3][1120/1879] lr: 2.534e-02, eta: 8 days, 16:20:25, time: 2.227, data_time: 0.001, memory: 7544, top1_acc: 0.0707, top5_acc: 0.2102, loss_cls: 4.8264, loss: 4.8264, grad_norm: 2.2684 2021-06-18 21:29:29,914 - mmaction - INFO - Epoch [3][1140/1879] lr: 2.537e-02, eta: 8 days, 16:19:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0793, top5_acc: 0.2188, loss_cls: 4.7978, loss: 4.7978, grad_norm: 2.2208 2021-06-18 21:30:14,698 - mmaction - INFO - Epoch [3][1160/1879] lr: 2.541e-02, eta: 8 days, 16:18:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0781, top5_acc: 0.2246, loss_cls: 4.7270, loss: 4.7270, grad_norm: 2.2565 2021-06-18 21:30:59,464 - mmaction - INFO - Epoch [3][1180/1879] lr: 2.545e-02, eta: 8 days, 16:17:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0879, top5_acc: 0.2383, loss_cls: 4.7250, loss: 4.7250, grad_norm: 2.2981 2021-06-18 21:31:44,266 - mmaction - INFO - Epoch [3][1200/1879] lr: 2.549e-02, eta: 8 days, 16:16:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0793, top5_acc: 0.2133, loss_cls: 4.8153, loss: 4.8153, grad_norm: 2.2631 2021-06-18 21:32:29,011 - mmaction - INFO - Epoch [3][1220/1879] lr: 2.553e-02, eta: 8 days, 16:15:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0805, top5_acc: 0.2273, loss_cls: 4.7950, loss: 4.7950, grad_norm: 2.2447 2021-06-18 21:33:13,795 - mmaction - INFO - Epoch [3][1240/1879] lr: 2.557e-02, eta: 8 days, 16:14:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0844, top5_acc: 0.2355, loss_cls: 4.7374, loss: 4.7374, grad_norm: 2.2713 2021-06-18 21:33:58,672 - mmaction - INFO - Epoch [3][1260/1879] lr: 2.560e-02, eta: 8 days, 16:13:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0797, top5_acc: 0.2297, loss_cls: 4.7577, loss: 4.7577, grad_norm: 2.3318 2021-06-18 21:34:43,653 - mmaction - INFO - Epoch [3][1280/1879] lr: 2.564e-02, eta: 8 days, 16:12:44, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0824, top5_acc: 0.2242, loss_cls: 4.7804, loss: 4.7804, grad_norm: 2.2653 2021-06-18 21:35:28,520 - mmaction - INFO - Epoch [3][1300/1879] lr: 2.568e-02, eta: 8 days, 16:11:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0844, top5_acc: 0.2262, loss_cls: 4.7392, loss: 4.7392, grad_norm: 2.2303 2021-06-18 21:36:13,345 - mmaction - INFO - Epoch [3][1320/1879] lr: 2.572e-02, eta: 8 days, 16:10:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0887, top5_acc: 0.2297, loss_cls: 4.7302, loss: 4.7302, grad_norm: 2.2801 2021-06-18 21:36:58,102 - mmaction - INFO - Epoch [3][1340/1879] lr: 2.576e-02, eta: 8 days, 16:09:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0797, top5_acc: 0.2230, loss_cls: 4.7758, loss: 4.7758, grad_norm: 2.2324 2021-06-18 21:37:42,939 - mmaction - INFO - Epoch [3][1360/1879] lr: 2.580e-02, eta: 8 days, 16:08:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0855, top5_acc: 0.2246, loss_cls: 4.7630, loss: 4.7630, grad_norm: 2.2676 2021-06-18 21:38:27,779 - mmaction - INFO - Epoch [3][1380/1879] lr: 2.583e-02, eta: 8 days, 16:08:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0945, top5_acc: 0.2437, loss_cls: 4.7143, loss: 4.7143, grad_norm: 2.2582 2021-06-18 21:39:12,716 - mmaction - INFO - Epoch [3][1400/1879] lr: 2.587e-02, eta: 8 days, 16:07:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0871, top5_acc: 0.2395, loss_cls: 4.7113, loss: 4.7113, grad_norm: 2.3088 2021-06-18 21:39:57,724 - mmaction - INFO - Epoch [3][1420/1879] lr: 2.591e-02, eta: 8 days, 16:06:32, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.0820, top5_acc: 0.2387, loss_cls: 4.7342, loss: 4.7342, grad_norm: 2.2521 2021-06-18 21:40:42,554 - mmaction - INFO - Epoch [3][1440/1879] lr: 2.595e-02, eta: 8 days, 16:05:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0809, top5_acc: 0.2414, loss_cls: 4.7680, loss: 4.7680, grad_norm: 2.3355 2021-06-18 21:41:27,480 - mmaction - INFO - Epoch [3][1460/1879] lr: 2.599e-02, eta: 8 days, 16:04:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0871, top5_acc: 0.2223, loss_cls: 4.7835, loss: 4.7835, grad_norm: 2.2894 2021-06-18 21:42:12,335 - mmaction - INFO - Epoch [3][1480/1879] lr: 2.603e-02, eta: 8 days, 16:03:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0816, top5_acc: 0.2395, loss_cls: 4.7234, loss: 4.7234, grad_norm: 2.2733 2021-06-18 21:42:57,142 - mmaction - INFO - Epoch [3][1500/1879] lr: 2.606e-02, eta: 8 days, 16:02:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0801, top5_acc: 0.2254, loss_cls: 4.7687, loss: 4.7687, grad_norm: 2.2908 2021-06-18 21:43:41,851 - mmaction - INFO - Epoch [3][1520/1879] lr: 2.610e-02, eta: 8 days, 16:01:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0840, top5_acc: 0.2465, loss_cls: 4.6984, loss: 4.6984, grad_norm: 2.2150 2021-06-18 21:44:26,679 - mmaction - INFO - Epoch [3][1540/1879] lr: 2.614e-02, eta: 8 days, 16:01:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0902, top5_acc: 0.2453, loss_cls: 4.6890, loss: 4.6890, grad_norm: 2.4178 2021-06-18 21:45:11,596 - mmaction - INFO - Epoch [3][1560/1879] lr: 2.618e-02, eta: 8 days, 16:00:10, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.0930, top5_acc: 0.2379, loss_cls: 4.7097, loss: 4.7097, grad_norm: 2.2643 2021-06-18 21:45:56,358 - mmaction - INFO - Epoch [3][1580/1879] lr: 2.622e-02, eta: 8 days, 15:59:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.0902, top5_acc: 0.2371, loss_cls: 4.7083, loss: 4.7083, grad_norm: 2.2852 2021-06-18 21:46:41,060 - mmaction - INFO - Epoch [3][1600/1879] lr: 2.626e-02, eta: 8 days, 15:58:08, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.0805, top5_acc: 0.2437, loss_cls: 4.7002, loss: 4.7002, grad_norm: 2.2351 2021-06-18 21:47:26,052 - mmaction - INFO - Epoch [3][1620/1879] lr: 2.629e-02, eta: 8 days, 15:57:24, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.0852, top5_acc: 0.2441, loss_cls: 4.6866, loss: 4.6866, grad_norm: 2.2316 2021-06-18 21:48:10,824 - mmaction - INFO - Epoch [3][1640/1879] lr: 2.633e-02, eta: 8 days, 15:56:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.0871, top5_acc: 0.2410, loss_cls: 4.7110, loss: 4.7110, grad_norm: 2.2658 2021-06-18 21:48:55,583 - mmaction - INFO - Epoch [3][1660/1879] lr: 2.637e-02, eta: 8 days, 15:55:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.0848, top5_acc: 0.2426, loss_cls: 4.6868, loss: 4.6868, grad_norm: 2.2678 2021-06-18 21:49:40,406 - mmaction - INFO - Epoch [3][1680/1879] lr: 2.641e-02, eta: 8 days, 15:54:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0762, top5_acc: 0.2305, loss_cls: 4.7631, loss: 4.7631, grad_norm: 2.2725 2021-06-18 21:50:25,394 - mmaction - INFO - Epoch [3][1700/1879] lr: 2.645e-02, eta: 8 days, 15:53:48, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.0887, top5_acc: 0.2313, loss_cls: 4.7346, loss: 4.7346, grad_norm: 2.2278 2021-06-18 21:51:10,268 - mmaction - INFO - Epoch [3][1720/1879] lr: 2.649e-02, eta: 8 days, 15:52:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0750, top5_acc: 0.2352, loss_cls: 4.7179, loss: 4.7179, grad_norm: 2.2952 2021-06-18 21:51:55,209 - mmaction - INFO - Epoch [3][1740/1879] lr: 2.652e-02, eta: 8 days, 15:52:08, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0910, top5_acc: 0.2395, loss_cls: 4.7046, loss: 4.7046, grad_norm: 2.2562 2021-06-18 21:52:39,977 - mmaction - INFO - Epoch [3][1760/1879] lr: 2.656e-02, eta: 8 days, 15:51:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0855, top5_acc: 0.2523, loss_cls: 4.6556, loss: 4.6556, grad_norm: 2.2489 2021-06-18 21:53:24,778 - mmaction - INFO - Epoch [3][1780/1879] lr: 2.660e-02, eta: 8 days, 15:50:15, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0902, top5_acc: 0.2453, loss_cls: 4.7072, loss: 4.7072, grad_norm: 2.2588 2021-06-18 21:54:09,492 - mmaction - INFO - Epoch [3][1800/1879] lr: 2.664e-02, eta: 8 days, 15:49:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1000, top5_acc: 0.2477, loss_cls: 4.6346, loss: 4.6346, grad_norm: 2.3019 2021-06-18 21:54:54,381 - mmaction - INFO - Epoch [3][1820/1879] lr: 2.668e-02, eta: 8 days, 15:48:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.0953, top5_acc: 0.2500, loss_cls: 4.6745, loss: 4.6745, grad_norm: 2.3015 2021-06-18 21:55:39,276 - mmaction - INFO - Epoch [3][1840/1879] lr: 2.672e-02, eta: 8 days, 15:47:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0941, top5_acc: 0.2527, loss_cls: 4.6615, loss: 4.6615, grad_norm: 2.2734 2021-06-18 21:56:24,221 - mmaction - INFO - Epoch [3][1860/1879] lr: 2.675e-02, eta: 8 days, 15:46:46, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.0945, top5_acc: 0.2437, loss_cls: 4.6583, loss: 4.6583, grad_norm: 2.2644 2021-06-18 21:57:07,467 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-06-18 21:58:37,357 - mmaction - INFO - Epoch [4][20/1879] lr: 2.682e-02, eta: 8 days, 15:47:14, time: 4.483, data_time: 2.119, memory: 7544, top1_acc: 0.0926, top5_acc: 0.2562, loss_cls: 4.6540, loss: 4.6540, grad_norm: 2.2089 2021-06-18 21:59:22,076 - mmaction - INFO - Epoch [4][40/1879] lr: 2.686e-02, eta: 8 days, 15:46:13, time: 2.236, data_time: 0.002, memory: 7544, top1_acc: 0.0984, top5_acc: 0.2445, loss_cls: 4.6571, loss: 4.6571, grad_norm: 2.2584 2021-06-18 22:00:06,841 - mmaction - INFO - Epoch [4][60/1879] lr: 2.689e-02, eta: 8 days, 15:45:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0898, top5_acc: 0.2391, loss_cls: 4.6716, loss: 4.6716, grad_norm: 2.3045 2021-06-18 22:00:51,690 - mmaction - INFO - Epoch [4][80/1879] lr: 2.693e-02, eta: 8 days, 15:44:22, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.1000, top5_acc: 0.2477, loss_cls: 4.6613, loss: 4.6613, grad_norm: 2.2296 2021-06-18 22:01:36,554 - mmaction - INFO - Epoch [4][100/1879] lr: 2.697e-02, eta: 8 days, 15:43:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0867, top5_acc: 0.2512, loss_cls: 4.6766, loss: 4.6766, grad_norm: 2.2741 2021-06-18 22:02:21,423 - mmaction - INFO - Epoch [4][120/1879] lr: 2.701e-02, eta: 8 days, 15:42:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0922, top5_acc: 0.2555, loss_cls: 4.6385, loss: 4.6385, grad_norm: 2.2925 2021-06-18 22:03:06,337 - mmaction - INFO - Epoch [4][140/1879] lr: 2.705e-02, eta: 8 days, 15:41:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0895, top5_acc: 0.2355, loss_cls: 4.6644, loss: 4.6644, grad_norm: 2.3183 2021-06-18 22:03:51,287 - mmaction - INFO - Epoch [4][160/1879] lr: 2.709e-02, eta: 8 days, 15:41:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.0918, top5_acc: 0.2457, loss_cls: 4.6791, loss: 4.6791, grad_norm: 2.3497 2021-06-18 22:04:36,158 - mmaction - INFO - Epoch [4][180/1879] lr: 2.712e-02, eta: 8 days, 15:40:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1031, top5_acc: 0.2500, loss_cls: 4.6548, loss: 4.6548, grad_norm: 2.2877 2021-06-18 22:05:21,003 - mmaction - INFO - Epoch [4][200/1879] lr: 2.716e-02, eta: 8 days, 15:39:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.0918, top5_acc: 0.2629, loss_cls: 4.6153, loss: 4.6153, grad_norm: 2.2777 2021-06-18 22:06:05,985 - mmaction - INFO - Epoch [4][220/1879] lr: 2.720e-02, eta: 8 days, 15:38:34, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0938, top5_acc: 0.2469, loss_cls: 4.6407, loss: 4.6407, grad_norm: 2.2913 2021-06-18 22:06:50,852 - mmaction - INFO - Epoch [4][240/1879] lr: 2.724e-02, eta: 8 days, 15:37:42, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0848, top5_acc: 0.2363, loss_cls: 4.6738, loss: 4.6738, grad_norm: 2.2720 2021-06-18 22:07:35,721 - mmaction - INFO - Epoch [4][260/1879] lr: 2.728e-02, eta: 8 days, 15:36:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0938, top5_acc: 0.2598, loss_cls: 4.6360, loss: 4.6360, grad_norm: 2.2286 2021-06-18 22:08:20,519 - mmaction - INFO - Epoch [4][280/1879] lr: 2.732e-02, eta: 8 days, 15:35:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0957, top5_acc: 0.2637, loss_cls: 4.6209, loss: 4.6209, grad_norm: 2.2272 2021-06-18 22:09:05,443 - mmaction - INFO - Epoch [4][300/1879] lr: 2.735e-02, eta: 8 days, 15:35:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.0953, top5_acc: 0.2555, loss_cls: 4.6025, loss: 4.6025, grad_norm: 2.2504 2021-06-18 22:09:50,349 - mmaction - INFO - Epoch [4][320/1879] lr: 2.739e-02, eta: 8 days, 15:34:18, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.0898, top5_acc: 0.2422, loss_cls: 4.6644, loss: 4.6644, grad_norm: 2.2865 2021-06-18 22:10:35,263 - mmaction - INFO - Epoch [4][340/1879] lr: 2.743e-02, eta: 8 days, 15:33:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1016, top5_acc: 0.2687, loss_cls: 4.5823, loss: 4.5823, grad_norm: 2.2441 2021-06-18 22:11:20,040 - mmaction - INFO - Epoch [4][360/1879] lr: 2.747e-02, eta: 8 days, 15:32:33, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1008, top5_acc: 0.2582, loss_cls: 4.5936, loss: 4.5936, grad_norm: 2.2640 2021-06-18 22:12:04,904 - mmaction - INFO - Epoch [4][380/1879] lr: 2.751e-02, eta: 8 days, 15:31:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0824, top5_acc: 0.2531, loss_cls: 4.6290, loss: 4.6290, grad_norm: 2.2508 2021-06-18 22:12:49,639 - mmaction - INFO - Epoch [4][400/1879] lr: 2.755e-02, eta: 8 days, 15:30:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.0848, top5_acc: 0.2473, loss_cls: 4.6419, loss: 4.6419, grad_norm: 2.2427 2021-06-18 22:13:34,515 - mmaction - INFO - Epoch [4][420/1879] lr: 2.758e-02, eta: 8 days, 15:29:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1000, top5_acc: 0.2578, loss_cls: 4.6221, loss: 4.6221, grad_norm: 2.2290 2021-06-18 22:14:19,368 - mmaction - INFO - Epoch [4][440/1879] lr: 2.762e-02, eta: 8 days, 15:29:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.0980, top5_acc: 0.2566, loss_cls: 4.6129, loss: 4.6129, grad_norm: 2.2799 2021-06-18 22:15:04,201 - mmaction - INFO - Epoch [4][460/1879] lr: 2.766e-02, eta: 8 days, 15:28:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1020, top5_acc: 0.2617, loss_cls: 4.6031, loss: 4.6031, grad_norm: 2.3227 2021-06-18 22:15:49,108 - mmaction - INFO - Epoch [4][480/1879] lr: 2.770e-02, eta: 8 days, 15:27:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.0957, top5_acc: 0.2547, loss_cls: 4.6312, loss: 4.6312, grad_norm: 2.2869 2021-06-18 22:16:33,953 - mmaction - INFO - Epoch [4][500/1879] lr: 2.774e-02, eta: 8 days, 15:26:28, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.0988, top5_acc: 0.2551, loss_cls: 4.6131, loss: 4.6131, grad_norm: 2.2271 2021-06-18 22:17:18,752 - mmaction - INFO - Epoch [4][520/1879] lr: 2.778e-02, eta: 8 days, 15:25:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0938, top5_acc: 0.2465, loss_cls: 4.6184, loss: 4.6184, grad_norm: 2.3311 2021-06-18 22:18:03,722 - mmaction - INFO - Epoch [4][540/1879] lr: 2.781e-02, eta: 8 days, 15:24:48, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0969, top5_acc: 0.2590, loss_cls: 4.5928, loss: 4.5928, grad_norm: 2.2110 2021-06-18 22:18:48,452 - mmaction - INFO - Epoch [4][560/1879] lr: 2.785e-02, eta: 8 days, 15:23:50, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.0984, top5_acc: 0.2512, loss_cls: 4.5895, loss: 4.5895, grad_norm: 2.2791 2021-06-18 22:19:33,232 - mmaction - INFO - Epoch [4][580/1879] lr: 2.789e-02, eta: 8 days, 15:22:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0953, top5_acc: 0.2559, loss_cls: 4.6262, loss: 4.6262, grad_norm: 2.3380 2021-06-18 22:20:18,042 - mmaction - INFO - Epoch [4][600/1879] lr: 2.793e-02, eta: 8 days, 15:22:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.0953, top5_acc: 0.2586, loss_cls: 4.6168, loss: 4.6168, grad_norm: 2.2506 2021-06-18 22:21:02,900 - mmaction - INFO - Epoch [4][620/1879] lr: 2.797e-02, eta: 8 days, 15:21:10, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.0992, top5_acc: 0.2641, loss_cls: 4.5525, loss: 4.5525, grad_norm: 2.2968 2021-06-18 22:21:47,625 - mmaction - INFO - Epoch [4][640/1879] lr: 2.801e-02, eta: 8 days, 15:20:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.0934, top5_acc: 0.2543, loss_cls: 4.5890, loss: 4.5890, grad_norm: 2.3020 2021-06-18 22:22:32,490 - mmaction - INFO - Epoch [4][660/1879] lr: 2.804e-02, eta: 8 days, 15:19:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.0918, top5_acc: 0.2621, loss_cls: 4.6044, loss: 4.6044, grad_norm: 2.2802 2021-06-18 22:23:17,239 - mmaction - INFO - Epoch [4][680/1879] lr: 2.808e-02, eta: 8 days, 15:18:24, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1023, top5_acc: 0.2664, loss_cls: 4.6243, loss: 4.6243, grad_norm: 2.2689 2021-06-18 22:24:02,083 - mmaction - INFO - Epoch [4][700/1879] lr: 2.812e-02, eta: 8 days, 15:17:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1059, top5_acc: 0.2762, loss_cls: 4.5277, loss: 4.5277, grad_norm: 2.2706 2021-06-18 22:24:46,821 - mmaction - INFO - Epoch [4][720/1879] lr: 2.816e-02, eta: 8 days, 15:16:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1004, top5_acc: 0.2699, loss_cls: 4.5647, loss: 4.5647, grad_norm: 2.3080 2021-06-18 22:25:31,617 - mmaction - INFO - Epoch [4][740/1879] lr: 2.820e-02, eta: 8 days, 15:15:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1016, top5_acc: 0.2625, loss_cls: 4.6166, loss: 4.6166, grad_norm: 2.2945 2021-06-18 22:26:16,333 - mmaction - INFO - Epoch [4][760/1879] lr: 2.823e-02, eta: 8 days, 15:14:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1000, top5_acc: 0.2758, loss_cls: 4.5390, loss: 4.5390, grad_norm: 2.2834 2021-06-18 22:27:01,004 - mmaction - INFO - Epoch [4][780/1879] lr: 2.827e-02, eta: 8 days, 15:13:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.0895, top5_acc: 0.2613, loss_cls: 4.5558, loss: 4.5558, grad_norm: 2.2748 2021-06-18 22:27:45,858 - mmaction - INFO - Epoch [4][800/1879] lr: 2.831e-02, eta: 8 days, 15:12:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1027, top5_acc: 0.2637, loss_cls: 4.5948, loss: 4.5948, grad_norm: 2.3238 2021-06-18 22:28:30,526 - mmaction - INFO - Epoch [4][820/1879] lr: 2.835e-02, eta: 8 days, 15:11:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.0961, top5_acc: 0.2625, loss_cls: 4.6187, loss: 4.6187, grad_norm: 2.2197 2021-06-18 22:29:15,337 - mmaction - INFO - Epoch [4][840/1879] lr: 2.839e-02, eta: 8 days, 15:10:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.0980, top5_acc: 0.2695, loss_cls: 4.5386, loss: 4.5386, grad_norm: 2.2011 2021-06-18 22:30:00,199 - mmaction - INFO - Epoch [4][860/1879] lr: 2.843e-02, eta: 8 days, 15:10:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1051, top5_acc: 0.2715, loss_cls: 4.5265, loss: 4.5265, grad_norm: 2.2222 2021-06-18 22:30:44,987 - mmaction - INFO - Epoch [4][880/1879] lr: 2.846e-02, eta: 8 days, 15:09:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.0988, top5_acc: 0.2719, loss_cls: 4.5522, loss: 4.5522, grad_norm: 2.3418 2021-06-18 22:31:29,958 - mmaction - INFO - Epoch [4][900/1879] lr: 2.850e-02, eta: 8 days, 15:08:30, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.0945, top5_acc: 0.2711, loss_cls: 4.5715, loss: 4.5715, grad_norm: 2.2369 2021-06-18 22:32:14,837 - mmaction - INFO - Epoch [4][920/1879] lr: 2.854e-02, eta: 8 days, 15:07:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1059, top5_acc: 0.2672, loss_cls: 4.5931, loss: 4.5931, grad_norm: 2.2210 2021-06-18 22:32:59,684 - mmaction - INFO - Epoch [4][940/1879] lr: 2.858e-02, eta: 8 days, 15:06:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1008, top5_acc: 0.2727, loss_cls: 4.5895, loss: 4.5895, grad_norm: 2.2149 2021-06-18 22:33:44,553 - mmaction - INFO - Epoch [4][960/1879] lr: 2.862e-02, eta: 8 days, 15:06:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0973, top5_acc: 0.2684, loss_cls: 4.5171, loss: 4.5171, grad_norm: 2.2211 2021-06-18 22:34:29,304 - mmaction - INFO - Epoch [4][980/1879] lr: 2.866e-02, eta: 8 days, 15:05:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1051, top5_acc: 0.2742, loss_cls: 4.5335, loss: 4.5335, grad_norm: 2.3487 2021-06-18 22:35:14,196 - mmaction - INFO - Epoch [4][1000/1879] lr: 2.869e-02, eta: 8 days, 15:04:16, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.0973, top5_acc: 0.2621, loss_cls: 4.6032, loss: 4.6032, grad_norm: 2.1922 2021-06-18 22:35:58,903 - mmaction - INFO - Epoch [4][1020/1879] lr: 2.873e-02, eta: 8 days, 15:03:18, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1012, top5_acc: 0.2535, loss_cls: 4.6240, loss: 4.6240, grad_norm: 2.1988 2021-06-18 22:36:43,552 - mmaction - INFO - Epoch [4][1040/1879] lr: 2.877e-02, eta: 8 days, 15:02:17, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.1039, top5_acc: 0.2844, loss_cls: 4.5300, loss: 4.5300, grad_norm: 2.1793 2021-06-18 22:37:28,346 - mmaction - INFO - Epoch [4][1060/1879] lr: 2.881e-02, eta: 8 days, 15:01:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.0977, top5_acc: 0.2574, loss_cls: 4.6189, loss: 4.6189, grad_norm: 2.2201 2021-06-18 22:38:13,155 - mmaction - INFO - Epoch [4][1080/1879] lr: 2.885e-02, eta: 8 days, 15:00:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1098, top5_acc: 0.2598, loss_cls: 4.5539, loss: 4.5539, grad_norm: 2.1550 2021-06-18 22:38:57,927 - mmaction - INFO - Epoch [4][1100/1879] lr: 2.889e-02, eta: 8 days, 14:59:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1012, top5_acc: 0.2613, loss_cls: 4.6003, loss: 4.6003, grad_norm: 2.1997 2021-06-18 22:39:42,568 - mmaction - INFO - Epoch [4][1120/1879] lr: 2.892e-02, eta: 8 days, 14:58:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.0926, top5_acc: 0.2730, loss_cls: 4.5702, loss: 4.5702, grad_norm: 2.2652 2021-06-18 22:40:27,449 - mmaction - INFO - Epoch [4][1140/1879] lr: 2.896e-02, eta: 8 days, 14:57:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0961, top5_acc: 0.2727, loss_cls: 4.5399, loss: 4.5399, grad_norm: 2.2367 2021-06-18 22:41:12,284 - mmaction - INFO - Epoch [4][1160/1879] lr: 2.900e-02, eta: 8 days, 14:56:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1117, top5_acc: 0.2723, loss_cls: 4.5714, loss: 4.5714, grad_norm: 2.2252 2021-06-18 22:41:57,223 - mmaction - INFO - Epoch [4][1180/1879] lr: 2.904e-02, eta: 8 days, 14:56:11, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1078, top5_acc: 0.2883, loss_cls: 4.5112, loss: 4.5112, grad_norm: 2.2086 2021-06-18 22:42:42,073 - mmaction - INFO - Epoch [4][1200/1879] lr: 2.908e-02, eta: 8 days, 14:55:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1113, top5_acc: 0.2750, loss_cls: 4.5333, loss: 4.5333, grad_norm: 2.2463 2021-06-18 22:43:26,859 - mmaction - INFO - Epoch [4][1220/1879] lr: 2.912e-02, eta: 8 days, 14:54:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1148, top5_acc: 0.2816, loss_cls: 4.5331, loss: 4.5331, grad_norm: 2.2731 2021-06-18 22:44:11,588 - mmaction - INFO - Epoch [4][1240/1879] lr: 2.915e-02, eta: 8 days, 14:53:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1105, top5_acc: 0.2867, loss_cls: 4.5029, loss: 4.5029, grad_norm: 2.3353 2021-06-18 22:44:56,316 - mmaction - INFO - Epoch [4][1260/1879] lr: 2.919e-02, eta: 8 days, 14:52:35, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.1105, top5_acc: 0.2727, loss_cls: 4.5324, loss: 4.5324, grad_norm: 2.2607 2021-06-18 22:45:41,042 - mmaction - INFO - Epoch [4][1280/1879] lr: 2.923e-02, eta: 8 days, 14:51:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1020, top5_acc: 0.2676, loss_cls: 4.5196, loss: 4.5196, grad_norm: 2.2239 2021-06-18 22:46:25,845 - mmaction - INFO - Epoch [4][1300/1879] lr: 2.927e-02, eta: 8 days, 14:50:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1105, top5_acc: 0.2930, loss_cls: 4.5191, loss: 4.5191, grad_norm: 2.2565 2021-06-18 22:47:10,578 - mmaction - INFO - Epoch [4][1320/1879] lr: 2.931e-02, eta: 8 days, 14:49:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1070, top5_acc: 0.2809, loss_cls: 4.5145, loss: 4.5145, grad_norm: 2.2761 2021-06-18 22:47:55,456 - mmaction - INFO - Epoch [4][1340/1879] lr: 2.935e-02, eta: 8 days, 14:49:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1156, top5_acc: 0.3043, loss_cls: 4.4499, loss: 4.4499, grad_norm: 2.2643 2021-06-18 22:48:40,245 - mmaction - INFO - Epoch [4][1360/1879] lr: 2.938e-02, eta: 8 days, 14:48:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1051, top5_acc: 0.2824, loss_cls: 4.5120, loss: 4.5120, grad_norm: 2.4131 2021-06-18 22:49:24,942 - mmaction - INFO - Epoch [4][1380/1879] lr: 2.942e-02, eta: 8 days, 14:47:13, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1086, top5_acc: 0.2863, loss_cls: 4.4991, loss: 4.4991, grad_norm: 2.2299 2021-06-18 22:50:09,801 - mmaction - INFO - Epoch [4][1400/1879] lr: 2.946e-02, eta: 8 days, 14:46:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1020, top5_acc: 0.2578, loss_cls: 4.5744, loss: 4.5744, grad_norm: 2.2231 2021-06-18 22:50:54,600 - mmaction - INFO - Epoch [4][1420/1879] lr: 2.950e-02, eta: 8 days, 14:45:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1113, top5_acc: 0.2840, loss_cls: 4.4788, loss: 4.4788, grad_norm: 2.1644 2021-06-18 22:51:39,443 - mmaction - INFO - Epoch [4][1440/1879] lr: 2.954e-02, eta: 8 days, 14:44:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1117, top5_acc: 0.2793, loss_cls: 4.4883, loss: 4.4883, grad_norm: 2.2552 2021-06-18 22:52:24,234 - mmaction - INFO - Epoch [4][1460/1879] lr: 2.958e-02, eta: 8 days, 14:43:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1125, top5_acc: 0.2875, loss_cls: 4.4617, loss: 4.4617, grad_norm: 2.2635 2021-06-18 22:53:09,188 - mmaction - INFO - Epoch [4][1480/1879] lr: 2.961e-02, eta: 8 days, 14:43:04, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1121, top5_acc: 0.2777, loss_cls: 4.4927, loss: 4.4927, grad_norm: 2.2976 2021-06-18 22:53:54,054 - mmaction - INFO - Epoch [4][1500/1879] lr: 2.965e-02, eta: 8 days, 14:42:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.0953, top5_acc: 0.2891, loss_cls: 4.4941, loss: 4.4941, grad_norm: 2.2569 2021-06-18 22:54:38,839 - mmaction - INFO - Epoch [4][1520/1879] lr: 2.969e-02, eta: 8 days, 14:41:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1094, top5_acc: 0.2934, loss_cls: 4.4717, loss: 4.4717, grad_norm: 2.2723 2021-06-18 22:55:23,618 - mmaction - INFO - Epoch [4][1540/1879] lr: 2.973e-02, eta: 8 days, 14:40:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1039, top5_acc: 0.2758, loss_cls: 4.5256, loss: 4.5256, grad_norm: 2.2249 2021-06-18 22:56:08,302 - mmaction - INFO - Epoch [4][1560/1879] lr: 2.977e-02, eta: 8 days, 14:39:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1133, top5_acc: 0.2816, loss_cls: 4.5026, loss: 4.5026, grad_norm: 2.2693 2021-06-18 22:56:53,191 - mmaction - INFO - Epoch [4][1580/1879] lr: 2.980e-02, eta: 8 days, 14:38:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1039, top5_acc: 0.2867, loss_cls: 4.5505, loss: 4.5505, grad_norm: 2.2965 2021-06-18 22:57:38,071 - mmaction - INFO - Epoch [4][1600/1879] lr: 2.984e-02, eta: 8 days, 14:37:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1078, top5_acc: 0.2875, loss_cls: 4.4659, loss: 4.4659, grad_norm: 2.2381 2021-06-18 22:58:22,992 - mmaction - INFO - Epoch [4][1620/1879] lr: 2.988e-02, eta: 8 days, 14:37:10, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1129, top5_acc: 0.2855, loss_cls: 4.4670, loss: 4.4670, grad_norm: 2.2346 2021-06-18 22:59:07,739 - mmaction - INFO - Epoch [4][1640/1879] lr: 2.992e-02, eta: 8 days, 14:36:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1156, top5_acc: 0.2902, loss_cls: 4.4690, loss: 4.4690, grad_norm: 2.2626 2021-06-18 22:59:52,618 - mmaction - INFO - Epoch [4][1660/1879] lr: 2.996e-02, eta: 8 days, 14:35:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1090, top5_acc: 0.2879, loss_cls: 4.4863, loss: 4.4863, grad_norm: 2.2152 2021-06-18 23:00:37,435 - mmaction - INFO - Epoch [4][1680/1879] lr: 3.000e-02, eta: 8 days, 14:34:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1176, top5_acc: 0.2879, loss_cls: 4.5022, loss: 4.5022, grad_norm: 2.2366 2021-06-18 23:01:22,203 - mmaction - INFO - Epoch [4][1700/1879] lr: 3.003e-02, eta: 8 days, 14:33:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1102, top5_acc: 0.2926, loss_cls: 4.4688, loss: 4.4688, grad_norm: 2.2233 2021-06-18 23:02:07,048 - mmaction - INFO - Epoch [4][1720/1879] lr: 3.007e-02, eta: 8 days, 14:32:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1180, top5_acc: 0.2984, loss_cls: 4.4541, loss: 4.4541, grad_norm: 2.1986 2021-06-18 23:02:51,834 - mmaction - INFO - Epoch [4][1740/1879] lr: 3.011e-02, eta: 8 days, 14:32:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1129, top5_acc: 0.2945, loss_cls: 4.5075, loss: 4.5075, grad_norm: 2.2843 2021-06-18 23:03:36,639 - mmaction - INFO - Epoch [4][1760/1879] lr: 3.015e-02, eta: 8 days, 14:31:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1258, top5_acc: 0.3039, loss_cls: 4.4475, loss: 4.4475, grad_norm: 2.2381 2021-06-18 23:04:21,373 - mmaction - INFO - Epoch [4][1780/1879] lr: 3.019e-02, eta: 8 days, 14:30:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1172, top5_acc: 0.2895, loss_cls: 4.4265, loss: 4.4265, grad_norm: 2.2109 2021-06-18 23:05:06,117 - mmaction - INFO - Epoch [4][1800/1879] lr: 3.023e-02, eta: 8 days, 14:29:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1156, top5_acc: 0.2898, loss_cls: 4.4576, loss: 4.4576, grad_norm: 2.2590 2021-06-18 23:05:51,002 - mmaction - INFO - Epoch [4][1820/1879] lr: 3.026e-02, eta: 8 days, 14:28:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1168, top5_acc: 0.2902, loss_cls: 4.4477, loss: 4.4477, grad_norm: 2.2118 2021-06-18 23:06:35,654 - mmaction - INFO - Epoch [4][1840/1879] lr: 3.030e-02, eta: 8 days, 14:27:37, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.1117, top5_acc: 0.2879, loss_cls: 4.4731, loss: 4.4731, grad_norm: 2.2579 2021-06-18 23:07:20,350 - mmaction - INFO - Epoch [4][1860/1879] lr: 3.034e-02, eta: 8 days, 14:26:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1125, top5_acc: 0.2969, loss_cls: 4.4521, loss: 4.4521, grad_norm: 2.1967 2021-06-18 23:08:03,512 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-06-18 23:09:31,888 - mmaction - INFO - Epoch [5][20/1879] lr: 3.040e-02, eta: 8 days, 14:25:36, time: 4.408, data_time: 2.122, memory: 7544, top1_acc: 0.1234, top5_acc: 0.2855, loss_cls: 4.4346, loss: 4.4346, grad_norm: 2.2147 2021-06-18 23:10:16,825 - mmaction - INFO - Epoch [5][40/1879] lr: 3.044e-02, eta: 8 days, 14:24:51, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.1141, top5_acc: 0.3023, loss_cls: 4.4178, loss: 4.4178, grad_norm: 2.2475 2021-06-18 23:11:01,733 - mmaction - INFO - Epoch [5][60/1879] lr: 3.048e-02, eta: 8 days, 14:24:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1301, top5_acc: 0.3312, loss_cls: 4.3407, loss: 4.3407, grad_norm: 2.2682 2021-06-18 23:11:46,649 - mmaction - INFO - Epoch [5][80/1879] lr: 3.051e-02, eta: 8 days, 14:23:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1176, top5_acc: 0.2984, loss_cls: 4.4277, loss: 4.4277, grad_norm: 2.3275 2021-06-18 23:12:31,612 - mmaction - INFO - Epoch [5][100/1879] lr: 3.055e-02, eta: 8 days, 14:22:34, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1125, top5_acc: 0.2977, loss_cls: 4.3811, loss: 4.3811, grad_norm: 2.2451 2021-06-18 23:13:16,631 - mmaction - INFO - Epoch [5][120/1879] lr: 3.059e-02, eta: 8 days, 14:21:52, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.1148, top5_acc: 0.2906, loss_cls: 4.4342, loss: 4.4342, grad_norm: 2.2775 2021-06-18 23:14:01,595 - mmaction - INFO - Epoch [5][140/1879] lr: 3.063e-02, eta: 8 days, 14:21:08, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.1176, top5_acc: 0.2961, loss_cls: 4.4145, loss: 4.4145, grad_norm: 2.2277 2021-06-18 23:14:46,529 - mmaction - INFO - Epoch [5][160/1879] lr: 3.067e-02, eta: 8 days, 14:20:23, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1137, top5_acc: 0.2871, loss_cls: 4.4216, loss: 4.4216, grad_norm: 2.2032 2021-06-18 23:15:31,556 - mmaction - INFO - Epoch [5][180/1879] lr: 3.071e-02, eta: 8 days, 14:19:41, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.1195, top5_acc: 0.3055, loss_cls: 4.3765, loss: 4.3765, grad_norm: 2.2403 2021-06-18 23:16:16,493 - mmaction - INFO - Epoch [5][200/1879] lr: 3.074e-02, eta: 8 days, 14:18:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1211, top5_acc: 0.3039, loss_cls: 4.4121, loss: 4.4121, grad_norm: 2.3412 2021-06-18 23:17:01,312 - mmaction - INFO - Epoch [5][220/1879] lr: 3.078e-02, eta: 8 days, 14:18:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1066, top5_acc: 0.2902, loss_cls: 4.4051, loss: 4.4051, grad_norm: 2.2344 2021-06-18 23:17:46,193 - mmaction - INFO - Epoch [5][240/1879] lr: 3.082e-02, eta: 8 days, 14:17:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1098, top5_acc: 0.2938, loss_cls: 4.4320, loss: 4.4320, grad_norm: 2.2846 2021-06-18 23:18:31,099 - mmaction - INFO - Epoch [5][260/1879] lr: 3.086e-02, eta: 8 days, 14:16:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1141, top5_acc: 0.3047, loss_cls: 4.4469, loss: 4.4469, grad_norm: 2.2337 2021-06-18 23:19:15,853 - mmaction - INFO - Epoch [5][280/1879] lr: 3.090e-02, eta: 8 days, 14:15:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1105, top5_acc: 0.2824, loss_cls: 4.4620, loss: 4.4620, grad_norm: 2.1951 2021-06-18 23:20:00,705 - mmaction - INFO - Epoch [5][300/1879] lr: 3.094e-02, eta: 8 days, 14:14:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1223, top5_acc: 0.2938, loss_cls: 4.4112, loss: 4.4112, grad_norm: 2.2403 2021-06-18 23:20:45,614 - mmaction - INFO - Epoch [5][320/1879] lr: 3.097e-02, eta: 8 days, 14:14:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1309, top5_acc: 0.3070, loss_cls: 4.3876, loss: 4.3876, grad_norm: 2.2661 2021-06-18 23:21:30,499 - mmaction - INFO - Epoch [5][340/1879] lr: 3.101e-02, eta: 8 days, 14:13:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1227, top5_acc: 0.3066, loss_cls: 4.3442, loss: 4.3442, grad_norm: 2.2237 2021-06-18 23:22:15,231 - mmaction - INFO - Epoch [5][360/1879] lr: 3.105e-02, eta: 8 days, 14:12:21, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1266, top5_acc: 0.3027, loss_cls: 4.3782, loss: 4.3782, grad_norm: 2.2952 2021-06-18 23:23:00,200 - mmaction - INFO - Epoch [5][380/1879] lr: 3.109e-02, eta: 8 days, 14:11:38, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.1273, top5_acc: 0.2965, loss_cls: 4.4095, loss: 4.4095, grad_norm: 2.2826 2021-06-18 23:23:45,127 - mmaction - INFO - Epoch [5][400/1879] lr: 3.113e-02, eta: 8 days, 14:10:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1301, top5_acc: 0.3191, loss_cls: 4.3032, loss: 4.3032, grad_norm: 2.3199 2021-06-18 23:24:29,996 - mmaction - INFO - Epoch [5][420/1879] lr: 3.116e-02, eta: 8 days, 14:10:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1172, top5_acc: 0.3125, loss_cls: 4.4095, loss: 4.4095, grad_norm: 2.3010 2021-06-18 23:25:14,720 - mmaction - INFO - Epoch [5][440/1879] lr: 3.120e-02, eta: 8 days, 14:09:10, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.1211, top5_acc: 0.3035, loss_cls: 4.4261, loss: 4.4261, grad_norm: 2.2247 2021-06-18 23:25:59,446 - mmaction - INFO - Epoch [5][460/1879] lr: 3.124e-02, eta: 8 days, 14:08:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1293, top5_acc: 0.2953, loss_cls: 4.3862, loss: 4.3862, grad_norm: 2.1923 2021-06-18 23:26:44,195 - mmaction - INFO - Epoch [5][480/1879] lr: 3.128e-02, eta: 8 days, 14:07:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1195, top5_acc: 0.3086, loss_cls: 4.3603, loss: 4.3603, grad_norm: 2.3100 2021-06-18 23:27:28,817 - mmaction - INFO - Epoch [5][500/1879] lr: 3.132e-02, eta: 8 days, 14:06:25, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.1090, top5_acc: 0.2965, loss_cls: 4.4065, loss: 4.4065, grad_norm: 2.2548 2021-06-18 23:28:13,611 - mmaction - INFO - Epoch [5][520/1879] lr: 3.136e-02, eta: 8 days, 14:05:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1156, top5_acc: 0.2945, loss_cls: 4.4245, loss: 4.4245, grad_norm: 2.1855 2021-06-18 23:28:58,268 - mmaction - INFO - Epoch [5][540/1879] lr: 3.139e-02, eta: 8 days, 14:04:37, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.1234, top5_acc: 0.3156, loss_cls: 4.3755, loss: 4.3755, grad_norm: 2.2110 2021-06-18 23:29:43,142 - mmaction - INFO - Epoch [5][560/1879] lr: 3.143e-02, eta: 8 days, 14:03:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1211, top5_acc: 0.2996, loss_cls: 4.4111, loss: 4.4111, grad_norm: 2.2547 2021-06-18 23:30:28,014 - mmaction - INFO - Epoch [5][580/1879] lr: 3.147e-02, eta: 8 days, 14:03:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1262, top5_acc: 0.3211, loss_cls: 4.3658, loss: 4.3658, grad_norm: 2.1858 2021-06-18 23:31:12,781 - mmaction - INFO - Epoch [5][600/1879] lr: 3.151e-02, eta: 8 days, 14:02:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1340, top5_acc: 0.3273, loss_cls: 4.3167, loss: 4.3167, grad_norm: 2.3280 2021-06-18 23:31:57,743 - mmaction - INFO - Epoch [5][620/1879] lr: 3.155e-02, eta: 8 days, 14:01:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1297, top5_acc: 0.3125, loss_cls: 4.3893, loss: 4.3893, grad_norm: 2.2355 2021-06-18 23:32:42,543 - mmaction - INFO - Epoch [5][640/1879] lr: 3.159e-02, eta: 8 days, 14:00:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1363, top5_acc: 0.3270, loss_cls: 4.3254, loss: 4.3254, grad_norm: 2.2175 2021-06-18 23:33:27,392 - mmaction - INFO - Epoch [5][660/1879] lr: 3.162e-02, eta: 8 days, 13:59:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1168, top5_acc: 0.3086, loss_cls: 4.3387, loss: 4.3387, grad_norm: 2.2345 2021-06-18 23:34:12,228 - mmaction - INFO - Epoch [5][680/1879] lr: 3.166e-02, eta: 8 days, 13:58:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1293, top5_acc: 0.3109, loss_cls: 4.3794, loss: 4.3794, grad_norm: 2.2176 2021-06-18 23:34:56,976 - mmaction - INFO - Epoch [5][700/1879] lr: 3.170e-02, eta: 8 days, 13:58:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1301, top5_acc: 0.3113, loss_cls: 4.3704, loss: 4.3704, grad_norm: 2.2493 2021-06-18 23:35:41,853 - mmaction - INFO - Epoch [5][720/1879] lr: 3.174e-02, eta: 8 days, 13:57:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1203, top5_acc: 0.3086, loss_cls: 4.3896, loss: 4.3896, grad_norm: 2.1888 2021-06-18 23:36:26,749 - mmaction - INFO - Epoch [5][740/1879] lr: 3.178e-02, eta: 8 days, 13:56:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1309, top5_acc: 0.3148, loss_cls: 4.3229, loss: 4.3229, grad_norm: 2.2172 2021-06-18 23:37:11,522 - mmaction - INFO - Epoch [5][760/1879] lr: 3.182e-02, eta: 8 days, 13:55:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1211, top5_acc: 0.2965, loss_cls: 4.4071, loss: 4.4071, grad_norm: 2.2347 2021-06-18 23:37:56,100 - mmaction - INFO - Epoch [5][780/1879] lr: 3.185e-02, eta: 8 days, 13:54:40, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.1234, top5_acc: 0.3207, loss_cls: 4.3473, loss: 4.3473, grad_norm: 2.3108 2021-06-18 23:38:41,033 - mmaction - INFO - Epoch [5][800/1879] lr: 3.189e-02, eta: 8 days, 13:53:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1187, top5_acc: 0.3109, loss_cls: 4.3712, loss: 4.3712, grad_norm: 2.1634 2021-06-18 23:39:25,706 - mmaction - INFO - Epoch [5][820/1879] lr: 3.193e-02, eta: 8 days, 13:53:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1281, top5_acc: 0.3246, loss_cls: 4.3166, loss: 4.3166, grad_norm: 2.2750 2021-06-18 23:40:10,552 - mmaction - INFO - Epoch [5][840/1879] lr: 3.197e-02, eta: 8 days, 13:52:12, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1266, top5_acc: 0.3074, loss_cls: 4.3702, loss: 4.3702, grad_norm: 2.1732 2021-06-18 23:40:55,306 - mmaction - INFO - Epoch [5][860/1879] lr: 3.201e-02, eta: 8 days, 13:51:19, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1195, top5_acc: 0.3184, loss_cls: 4.3495, loss: 4.3495, grad_norm: 2.2259 2021-06-18 23:41:40,181 - mmaction - INFO - Epoch [5][880/1879] lr: 3.205e-02, eta: 8 days, 13:50:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1145, top5_acc: 0.3027, loss_cls: 4.3716, loss: 4.3716, grad_norm: 2.1592 2021-06-18 23:42:24,872 - mmaction - INFO - Epoch [5][900/1879] lr: 3.208e-02, eta: 8 days, 13:49:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1238, top5_acc: 0.3176, loss_cls: 4.3625, loss: 4.3625, grad_norm: 2.2262 2021-06-18 23:43:09,785 - mmaction - INFO - Epoch [5][920/1879] lr: 3.212e-02, eta: 8 days, 13:48:52, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1219, top5_acc: 0.3227, loss_cls: 4.3337, loss: 4.3337, grad_norm: 2.2258 2021-06-18 23:43:54,604 - mmaction - INFO - Epoch [5][940/1879] lr: 3.216e-02, eta: 8 days, 13:48:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1250, top5_acc: 0.3098, loss_cls: 4.3308, loss: 4.3308, grad_norm: 2.2586 2021-06-18 23:44:39,267 - mmaction - INFO - Epoch [5][960/1879] lr: 3.220e-02, eta: 8 days, 13:47:07, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.1332, top5_acc: 0.3246, loss_cls: 4.3131, loss: 4.3131, grad_norm: 2.2596 2021-06-18 23:45:23,938 - mmaction - INFO - Epoch [5][980/1879] lr: 3.224e-02, eta: 8 days, 13:46:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1320, top5_acc: 0.3187, loss_cls: 4.3256, loss: 4.3256, grad_norm: 2.2035 2021-06-18 23:46:08,642 - mmaction - INFO - Epoch [5][1000/1879] lr: 3.227e-02, eta: 8 days, 13:45:18, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1332, top5_acc: 0.3305, loss_cls: 4.3085, loss: 4.3085, grad_norm: 2.2857 2021-06-18 23:46:53,425 - mmaction - INFO - Epoch [5][1020/1879] lr: 3.231e-02, eta: 8 days, 13:44:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1133, top5_acc: 0.2988, loss_cls: 4.3921, loss: 4.3921, grad_norm: 2.1385 2021-06-18 23:47:38,287 - mmaction - INFO - Epoch [5][1040/1879] lr: 3.235e-02, eta: 8 days, 13:43:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1215, top5_acc: 0.2926, loss_cls: 4.3984, loss: 4.3984, grad_norm: 2.2029 2021-06-18 23:48:22,983 - mmaction - INFO - Epoch [5][1060/1879] lr: 3.239e-02, eta: 8 days, 13:42:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1363, top5_acc: 0.3148, loss_cls: 4.2781, loss: 4.2781, grad_norm: 2.1622 2021-06-18 23:49:07,777 - mmaction - INFO - Epoch [5][1080/1879] lr: 3.243e-02, eta: 8 days, 13:41:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1238, top5_acc: 0.3164, loss_cls: 4.3573, loss: 4.3573, grad_norm: 2.3624 2021-06-18 23:49:52,567 - mmaction - INFO - Epoch [5][1100/1879] lr: 3.247e-02, eta: 8 days, 13:41:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1293, top5_acc: 0.3219, loss_cls: 4.3162, loss: 4.3162, grad_norm: 2.1852 2021-06-18 23:50:37,234 - mmaction - INFO - Epoch [5][1120/1879] lr: 3.250e-02, eta: 8 days, 13:40:10, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.1293, top5_acc: 0.3227, loss_cls: 4.3416, loss: 4.3416, grad_norm: 2.2022 2021-06-18 23:51:21,938 - mmaction - INFO - Epoch [5][1140/1879] lr: 3.254e-02, eta: 8 days, 13:39:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1266, top5_acc: 0.3305, loss_cls: 4.2982, loss: 4.2982, grad_norm: 2.2676 2021-06-18 23:52:06,720 - mmaction - INFO - Epoch [5][1160/1879] lr: 3.258e-02, eta: 8 days, 13:38:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1254, top5_acc: 0.3191, loss_cls: 4.3258, loss: 4.3258, grad_norm: 2.2784 2021-06-18 23:52:51,422 - mmaction - INFO - Epoch [5][1180/1879] lr: 3.262e-02, eta: 8 days, 13:37:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1336, top5_acc: 0.3168, loss_cls: 4.3345, loss: 4.3345, grad_norm: 2.2069 2021-06-18 23:53:36,220 - mmaction - INFO - Epoch [5][1200/1879] lr: 3.266e-02, eta: 8 days, 13:36:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1297, top5_acc: 0.3137, loss_cls: 4.3280, loss: 4.3280, grad_norm: 2.2845 2021-06-18 23:54:21,036 - mmaction - INFO - Epoch [5][1220/1879] lr: 3.270e-02, eta: 8 days, 13:35:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1313, top5_acc: 0.3258, loss_cls: 4.2788, loss: 4.2788, grad_norm: 2.2754 2021-06-18 23:55:05,779 - mmaction - INFO - Epoch [5][1240/1879] lr: 3.273e-02, eta: 8 days, 13:35:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1277, top5_acc: 0.3312, loss_cls: 4.2752, loss: 4.2752, grad_norm: 2.2607 2021-06-18 23:55:50,701 - mmaction - INFO - Epoch [5][1260/1879] lr: 3.277e-02, eta: 8 days, 13:34:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1184, top5_acc: 0.3148, loss_cls: 4.3573, loss: 4.3573, grad_norm: 2.1954 2021-06-18 23:56:35,748 - mmaction - INFO - Epoch [5][1280/1879] lr: 3.281e-02, eta: 8 days, 13:33:36, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.1281, top5_acc: 0.3355, loss_cls: 4.2589, loss: 4.2589, grad_norm: 2.2781 2021-06-18 23:57:20,581 - mmaction - INFO - Epoch [5][1300/1879] lr: 3.285e-02, eta: 8 days, 13:32:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1387, top5_acc: 0.3348, loss_cls: 4.2680, loss: 4.2680, grad_norm: 2.2188 2021-06-18 23:58:05,332 - mmaction - INFO - Epoch [5][1320/1879] lr: 3.289e-02, eta: 8 days, 13:31:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1246, top5_acc: 0.3250, loss_cls: 4.2987, loss: 4.2987, grad_norm: 2.2242 2021-06-18 23:58:49,953 - mmaction - INFO - Epoch [5][1340/1879] lr: 3.293e-02, eta: 8 days, 13:31:00, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.1250, top5_acc: 0.3168, loss_cls: 4.3002, loss: 4.3002, grad_norm: 2.2522 2021-06-18 23:59:34,816 - mmaction - INFO - Epoch [5][1360/1879] lr: 3.296e-02, eta: 8 days, 13:30:12, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1246, top5_acc: 0.3277, loss_cls: 4.3237, loss: 4.3237, grad_norm: 2.2482 2021-06-19 00:00:20,067 - mmaction - INFO - Epoch [5][1380/1879] lr: 3.300e-02, eta: 8 days, 13:29:39, time: 2.262, data_time: 0.001, memory: 7544, top1_acc: 0.1273, top5_acc: 0.3285, loss_cls: 4.3145, loss: 4.3145, grad_norm: 2.2432 2021-06-19 00:01:04,816 - mmaction - INFO - Epoch [5][1400/1879] lr: 3.304e-02, eta: 8 days, 13:28:48, time: 2.238, data_time: 0.002, memory: 7544, top1_acc: 0.1313, top5_acc: 0.3258, loss_cls: 4.2910, loss: 4.2910, grad_norm: 2.2059 2021-06-19 00:01:49,589 - mmaction - INFO - Epoch [5][1420/1879] lr: 3.308e-02, eta: 8 days, 13:27:57, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1348, top5_acc: 0.3340, loss_cls: 4.2773, loss: 4.2773, grad_norm: 2.2481 2021-06-19 00:02:34,354 - mmaction - INFO - Epoch [5][1440/1879] lr: 3.312e-02, eta: 8 days, 13:27:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1344, top5_acc: 0.3199, loss_cls: 4.2902, loss: 4.2902, grad_norm: 2.1566 2021-06-19 00:03:19,089 - mmaction - INFO - Epoch [5][1460/1879] lr: 3.315e-02, eta: 8 days, 13:26:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1277, top5_acc: 0.3332, loss_cls: 4.3139, loss: 4.3139, grad_norm: 2.2442 2021-06-19 00:04:03,951 - mmaction - INFO - Epoch [5][1480/1879] lr: 3.319e-02, eta: 8 days, 13:25:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1258, top5_acc: 0.3191, loss_cls: 4.3237, loss: 4.3237, grad_norm: 2.2393 2021-06-19 00:04:48,662 - mmaction - INFO - Epoch [5][1500/1879] lr: 3.323e-02, eta: 8 days, 13:24:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1313, top5_acc: 0.3176, loss_cls: 4.3621, loss: 4.3621, grad_norm: 2.2172 2021-06-19 00:05:33,531 - mmaction - INFO - Epoch [5][1520/1879] lr: 3.327e-02, eta: 8 days, 13:23:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1348, top5_acc: 0.3336, loss_cls: 4.2226, loss: 4.2226, grad_norm: 2.2045 2021-06-19 00:06:18,353 - mmaction - INFO - Epoch [5][1540/1879] lr: 3.331e-02, eta: 8 days, 13:22:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1391, top5_acc: 0.3277, loss_cls: 4.2968, loss: 4.2968, grad_norm: 2.2418 2021-06-19 00:07:03,039 - mmaction - INFO - Epoch [5][1560/1879] lr: 3.335e-02, eta: 8 days, 13:22:05, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1266, top5_acc: 0.3387, loss_cls: 4.3072, loss: 4.3072, grad_norm: 2.1874 2021-06-19 00:07:47,841 - mmaction - INFO - Epoch [5][1580/1879] lr: 3.338e-02, eta: 8 days, 13:21:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1254, top5_acc: 0.3133, loss_cls: 4.2726, loss: 4.2726, grad_norm: 2.2601 2021-06-19 00:08:32,611 - mmaction - INFO - Epoch [5][1600/1879] lr: 3.342e-02, eta: 8 days, 13:20:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1371, top5_acc: 0.3203, loss_cls: 4.2933, loss: 4.2933, grad_norm: 2.1719 2021-06-19 00:09:17,357 - mmaction - INFO - Epoch [5][1620/1879] lr: 3.346e-02, eta: 8 days, 13:19:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1305, top5_acc: 0.3250, loss_cls: 4.3169, loss: 4.3169, grad_norm: 2.2017 2021-06-19 00:10:02,127 - mmaction - INFO - Epoch [5][1640/1879] lr: 3.350e-02, eta: 8 days, 13:18:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1406, top5_acc: 0.3379, loss_cls: 4.2565, loss: 4.2565, grad_norm: 2.2383 2021-06-19 00:10:46,888 - mmaction - INFO - Epoch [5][1660/1879] lr: 3.354e-02, eta: 8 days, 13:17:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1270, top5_acc: 0.3293, loss_cls: 4.2771, loss: 4.2771, grad_norm: 2.2090 2021-06-19 00:11:31,606 - mmaction - INFO - Epoch [5][1680/1879] lr: 3.358e-02, eta: 8 days, 13:17:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1391, top5_acc: 0.3270, loss_cls: 4.2790, loss: 4.2790, grad_norm: 2.3227 2021-06-19 00:12:16,305 - mmaction - INFO - Epoch [5][1700/1879] lr: 3.361e-02, eta: 8 days, 13:16:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1195, top5_acc: 0.3184, loss_cls: 4.2984, loss: 4.2984, grad_norm: 2.2135 2021-06-19 00:13:01,184 - mmaction - INFO - Epoch [5][1720/1879] lr: 3.365e-02, eta: 8 days, 13:15:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1395, top5_acc: 0.3328, loss_cls: 4.2708, loss: 4.2708, grad_norm: 2.1927 2021-06-19 00:13:46,036 - mmaction - INFO - Epoch [5][1740/1879] lr: 3.369e-02, eta: 8 days, 13:14:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1348, top5_acc: 0.3316, loss_cls: 4.2522, loss: 4.2522, grad_norm: 2.2085 2021-06-19 00:14:30,795 - mmaction - INFO - Epoch [5][1760/1879] lr: 3.373e-02, eta: 8 days, 13:13:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1402, top5_acc: 0.3277, loss_cls: 4.2650, loss: 4.2650, grad_norm: 2.2729 2021-06-19 00:15:15,550 - mmaction - INFO - Epoch [5][1780/1879] lr: 3.377e-02, eta: 8 days, 13:12:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1293, top5_acc: 0.3273, loss_cls: 4.2778, loss: 4.2778, grad_norm: 2.2277 2021-06-19 00:16:00,275 - mmaction - INFO - Epoch [5][1800/1879] lr: 3.381e-02, eta: 8 days, 13:12:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1301, top5_acc: 0.3367, loss_cls: 4.2762, loss: 4.2762, grad_norm: 2.1777 2021-06-19 00:16:45,183 - mmaction - INFO - Epoch [5][1820/1879] lr: 3.384e-02, eta: 8 days, 13:11:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1398, top5_acc: 0.3285, loss_cls: 4.2760, loss: 4.2760, grad_norm: 2.1121 2021-06-19 00:17:29,919 - mmaction - INFO - Epoch [5][1840/1879] lr: 3.388e-02, eta: 8 days, 13:10:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1359, top5_acc: 0.3324, loss_cls: 4.2743, loss: 4.2743, grad_norm: 2.1206 2021-06-19 00:18:14,645 - mmaction - INFO - Epoch [5][1860/1879] lr: 3.392e-02, eta: 8 days, 13:09:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.1246, top5_acc: 0.3320, loss_cls: 4.2444, loss: 4.2444, grad_norm: 2.2459 2021-06-19 00:18:58,243 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-06-19 00:20:34,688 - mmaction - INFO - Epoch [6][20/1879] lr: 3.397e-02, eta: 8 days, 13:13:06, time: 4.811, data_time: 2.520, memory: 7544, top1_acc: 0.1363, top5_acc: 0.3430, loss_cls: 4.2461, loss: 4.2461, grad_norm: 2.1689 2021-06-19 00:21:19,571 - mmaction - INFO - Epoch [6][40/1879] lr: 3.401e-02, eta: 8 days, 13:12:19, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.1414, top5_acc: 0.3531, loss_cls: 4.2266, loss: 4.2266, grad_norm: 2.1722 2021-06-19 00:22:04,445 - mmaction - INFO - Epoch [6][60/1879] lr: 3.405e-02, eta: 8 days, 13:11:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1340, top5_acc: 0.3441, loss_cls: 4.2300, loss: 4.2300, grad_norm: 2.2100 2021-06-19 00:22:49,322 - mmaction - INFO - Epoch [6][80/1879] lr: 3.409e-02, eta: 8 days, 13:10:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1375, top5_acc: 0.3305, loss_cls: 4.2291, loss: 4.2291, grad_norm: 2.2149 2021-06-19 00:23:34,235 - mmaction - INFO - Epoch [6][100/1879] lr: 3.412e-02, eta: 8 days, 13:09:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1316, top5_acc: 0.3332, loss_cls: 4.2718, loss: 4.2718, grad_norm: 2.2740 2021-06-19 00:24:19,079 - mmaction - INFO - Epoch [6][120/1879] lr: 3.416e-02, eta: 8 days, 13:09:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1344, top5_acc: 0.3332, loss_cls: 4.2735, loss: 4.2735, grad_norm: 2.2034 2021-06-19 00:25:03,889 - mmaction - INFO - Epoch [6][140/1879] lr: 3.420e-02, eta: 8 days, 13:08:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1402, top5_acc: 0.3457, loss_cls: 4.2311, loss: 4.2311, grad_norm: 2.2180 2021-06-19 00:25:48,844 - mmaction - INFO - Epoch [6][160/1879] lr: 3.424e-02, eta: 8 days, 13:07:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1336, top5_acc: 0.3281, loss_cls: 4.2166, loss: 4.2166, grad_norm: 2.2104 2021-06-19 00:26:33,614 - mmaction - INFO - Epoch [6][180/1879] lr: 3.428e-02, eta: 8 days, 13:06:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1387, top5_acc: 0.3430, loss_cls: 4.2307, loss: 4.2307, grad_norm: 2.2543 2021-06-19 00:27:18,530 - mmaction - INFO - Epoch [6][200/1879] lr: 3.432e-02, eta: 8 days, 13:06:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1395, top5_acc: 0.3531, loss_cls: 4.2144, loss: 4.2144, grad_norm: 2.2260 2021-06-19 00:28:03,468 - mmaction - INFO - Epoch [6][220/1879] lr: 3.435e-02, eta: 8 days, 13:05:16, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.1383, top5_acc: 0.3496, loss_cls: 4.2013, loss: 4.2013, grad_norm: 2.2000 2021-06-19 00:28:48,455 - mmaction - INFO - Epoch [6][240/1879] lr: 3.439e-02, eta: 8 days, 13:04:33, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.1406, top5_acc: 0.3484, loss_cls: 4.2244, loss: 4.2244, grad_norm: 2.2157 2021-06-19 00:29:33,335 - mmaction - INFO - Epoch [6][260/1879] lr: 3.443e-02, eta: 8 days, 13:03:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1297, top5_acc: 0.3387, loss_cls: 4.2540, loss: 4.2540, grad_norm: 2.2011 2021-06-19 00:30:18,261 - mmaction - INFO - Epoch [6][280/1879] lr: 3.447e-02, eta: 8 days, 13:03:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1457, top5_acc: 0.3453, loss_cls: 4.1964, loss: 4.1964, grad_norm: 2.2071 2021-06-19 00:31:03,230 - mmaction - INFO - Epoch [6][300/1879] lr: 3.451e-02, eta: 8 days, 13:02:17, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.1402, top5_acc: 0.3445, loss_cls: 4.2154, loss: 4.2154, grad_norm: 2.2690 2021-06-19 00:31:47,941 - mmaction - INFO - Epoch [6][320/1879] lr: 3.455e-02, eta: 8 days, 13:01:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1355, top5_acc: 0.3285, loss_cls: 4.2470, loss: 4.2470, grad_norm: 2.2341 2021-06-19 00:32:32,759 - mmaction - INFO - Epoch [6][340/1879] lr: 3.458e-02, eta: 8 days, 13:00:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1371, top5_acc: 0.3402, loss_cls: 4.2108, loss: 4.2108, grad_norm: 2.1700 2021-06-19 00:33:17,684 - mmaction - INFO - Epoch [6][360/1879] lr: 3.462e-02, eta: 8 days, 12:59:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1406, top5_acc: 0.3488, loss_cls: 4.1822, loss: 4.1822, grad_norm: 2.2063 2021-06-19 00:34:02,576 - mmaction - INFO - Epoch [6][380/1879] lr: 3.466e-02, eta: 8 days, 12:59:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1309, top5_acc: 0.3453, loss_cls: 4.2152, loss: 4.2152, grad_norm: 2.1609 2021-06-19 00:34:47,290 - mmaction - INFO - Epoch [6][400/1879] lr: 3.470e-02, eta: 8 days, 12:58:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1398, top5_acc: 0.3449, loss_cls: 4.1987, loss: 4.1987, grad_norm: 2.2515 2021-06-19 00:35:32,076 - mmaction - INFO - Epoch [6][420/1879] lr: 3.474e-02, eta: 8 days, 12:57:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1617, top5_acc: 0.3465, loss_cls: 4.1707, loss: 4.1707, grad_norm: 2.1805 2021-06-19 00:36:16,904 - mmaction - INFO - Epoch [6][440/1879] lr: 3.477e-02, eta: 8 days, 12:56:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1449, top5_acc: 0.3406, loss_cls: 4.1884, loss: 4.1884, grad_norm: 2.1401 2021-06-19 00:37:01,746 - mmaction - INFO - Epoch [6][460/1879] lr: 3.481e-02, eta: 8 days, 12:55:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1469, top5_acc: 0.3438, loss_cls: 4.2312, loss: 4.2312, grad_norm: 2.2271 2021-06-19 00:37:46,534 - mmaction - INFO - Epoch [6][480/1879] lr: 3.485e-02, eta: 8 days, 12:54:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1418, top5_acc: 0.3492, loss_cls: 4.1878, loss: 4.1878, grad_norm: 2.1655 2021-06-19 00:38:31,432 - mmaction - INFO - Epoch [6][500/1879] lr: 3.489e-02, eta: 8 days, 12:54:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1500, top5_acc: 0.3578, loss_cls: 4.1433, loss: 4.1433, grad_norm: 2.1990 2021-06-19 00:39:16,169 - mmaction - INFO - Epoch [6][520/1879] lr: 3.493e-02, eta: 8 days, 12:53:18, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1449, top5_acc: 0.3480, loss_cls: 4.1956, loss: 4.1956, grad_norm: 2.2301 2021-06-19 00:40:01,012 - mmaction - INFO - Epoch [6][540/1879] lr: 3.497e-02, eta: 8 days, 12:52:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1629, top5_acc: 0.3527, loss_cls: 4.1731, loss: 4.1731, grad_norm: 2.2092 2021-06-19 00:40:45,688 - mmaction - INFO - Epoch [6][560/1879] lr: 3.500e-02, eta: 8 days, 12:51:36, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.1512, top5_acc: 0.3660, loss_cls: 4.1644, loss: 4.1644, grad_norm: 2.1724 2021-06-19 00:41:30,502 - mmaction - INFO - Epoch [6][580/1879] lr: 3.504e-02, eta: 8 days, 12:50:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1488, top5_acc: 0.3637, loss_cls: 4.1729, loss: 4.1729, grad_norm: 2.1949 2021-06-19 00:42:15,294 - mmaction - INFO - Epoch [6][600/1879] lr: 3.508e-02, eta: 8 days, 12:49:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1410, top5_acc: 0.3512, loss_cls: 4.2089, loss: 4.2089, grad_norm: 2.1473 2021-06-19 00:43:00,094 - mmaction - INFO - Epoch [6][620/1879] lr: 3.512e-02, eta: 8 days, 12:49:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1449, top5_acc: 0.3527, loss_cls: 4.1530, loss: 4.1530, grad_norm: 2.1550 2021-06-19 00:43:44,999 - mmaction - INFO - Epoch [6][640/1879] lr: 3.516e-02, eta: 8 days, 12:48:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1500, top5_acc: 0.3406, loss_cls: 4.1811, loss: 4.1811, grad_norm: 2.1754 2021-06-19 00:44:29,820 - mmaction - INFO - Epoch [6][660/1879] lr: 3.520e-02, eta: 8 days, 12:47:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1480, top5_acc: 0.3469, loss_cls: 4.1552, loss: 4.1552, grad_norm: 2.1284 2021-06-19 00:45:14,608 - mmaction - INFO - Epoch [6][680/1879] lr: 3.523e-02, eta: 8 days, 12:46:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1418, top5_acc: 0.3594, loss_cls: 4.1656, loss: 4.1656, grad_norm: 2.1790 2021-06-19 00:45:59,268 - mmaction - INFO - Epoch [6][700/1879] lr: 3.527e-02, eta: 8 days, 12:45:51, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.1398, top5_acc: 0.3367, loss_cls: 4.2412, loss: 4.2412, grad_norm: 2.3040 2021-06-19 00:46:44,095 - mmaction - INFO - Epoch [6][720/1879] lr: 3.531e-02, eta: 8 days, 12:45:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1430, top5_acc: 0.3477, loss_cls: 4.2344, loss: 4.2344, grad_norm: 2.2724 2021-06-19 00:47:28,805 - mmaction - INFO - Epoch [6][740/1879] lr: 3.535e-02, eta: 8 days, 12:44:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1426, top5_acc: 0.3391, loss_cls: 4.2042, loss: 4.2042, grad_norm: 2.1882 2021-06-19 00:48:13,469 - mmaction - INFO - Epoch [6][760/1879] lr: 3.539e-02, eta: 8 days, 12:43:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.1457, top5_acc: 0.3613, loss_cls: 4.1488, loss: 4.1488, grad_norm: 2.2049 2021-06-19 00:48:58,206 - mmaction - INFO - Epoch [6][780/1879] lr: 3.542e-02, eta: 8 days, 12:42:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1406, top5_acc: 0.3453, loss_cls: 4.1821, loss: 4.1821, grad_norm: 2.2986 2021-06-19 00:49:43,116 - mmaction - INFO - Epoch [6][800/1879] lr: 3.546e-02, eta: 8 days, 12:41:40, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1426, top5_acc: 0.3477, loss_cls: 4.2234, loss: 4.2234, grad_norm: 2.1436 2021-06-19 00:50:27,880 - mmaction - INFO - Epoch [6][820/1879] lr: 3.550e-02, eta: 8 days, 12:40:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1453, top5_acc: 0.3504, loss_cls: 4.2189, loss: 4.2189, grad_norm: 2.1760 2021-06-19 00:51:12,896 - mmaction - INFO - Epoch [6][840/1879] lr: 3.554e-02, eta: 8 days, 12:40:08, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.1473, top5_acc: 0.3617, loss_cls: 4.1558, loss: 4.1558, grad_norm: 2.2129 2021-06-19 00:51:57,737 - mmaction - INFO - Epoch [6][860/1879] lr: 3.558e-02, eta: 8 days, 12:39:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1543, top5_acc: 0.3551, loss_cls: 4.1459, loss: 4.1459, grad_norm: 2.1902 2021-06-19 00:52:42,468 - mmaction - INFO - Epoch [6][880/1879] lr: 3.562e-02, eta: 8 days, 12:38:29, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.1437, top5_acc: 0.3445, loss_cls: 4.1615, loss: 4.1615, grad_norm: 2.2184 2021-06-19 00:53:27,139 - mmaction - INFO - Epoch [6][900/1879] lr: 3.565e-02, eta: 8 days, 12:37:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1504, top5_acc: 0.3645, loss_cls: 4.1582, loss: 4.1582, grad_norm: 2.1938 2021-06-19 00:54:12,017 - mmaction - INFO - Epoch [6][920/1879] lr: 3.569e-02, eta: 8 days, 12:36:49, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1500, top5_acc: 0.3477, loss_cls: 4.1907, loss: 4.1907, grad_norm: 2.2432 2021-06-19 00:54:56,795 - mmaction - INFO - Epoch [6][940/1879] lr: 3.573e-02, eta: 8 days, 12:35:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1391, top5_acc: 0.3438, loss_cls: 4.2168, loss: 4.2168, grad_norm: 2.3287 2021-06-19 00:55:41,557 - mmaction - INFO - Epoch [6][960/1879] lr: 3.577e-02, eta: 8 days, 12:35:09, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1473, top5_acc: 0.3492, loss_cls: 4.1786, loss: 4.1786, grad_norm: 2.2452 2021-06-19 00:56:26,379 - mmaction - INFO - Epoch [6][980/1879] lr: 3.581e-02, eta: 8 days, 12:34:21, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1586, top5_acc: 0.3664, loss_cls: 4.1214, loss: 4.1214, grad_norm: 2.2503 2021-06-19 00:57:11,225 - mmaction - INFO - Epoch [6][1000/1879] lr: 3.585e-02, eta: 8 days, 12:33:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1465, top5_acc: 0.3645, loss_cls: 4.1509, loss: 4.1509, grad_norm: 2.2719 2021-06-19 00:57:55,973 - mmaction - INFO - Epoch [6][1020/1879] lr: 3.588e-02, eta: 8 days, 12:32:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1551, top5_acc: 0.3543, loss_cls: 4.1410, loss: 4.1410, grad_norm: 2.1694 2021-06-19 00:58:40,865 - mmaction - INFO - Epoch [6][1040/1879] lr: 3.592e-02, eta: 8 days, 12:31:57, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1559, top5_acc: 0.3578, loss_cls: 4.1272, loss: 4.1272, grad_norm: 2.2285 2021-06-19 00:59:25,550 - mmaction - INFO - Epoch [6][1060/1879] lr: 3.596e-02, eta: 8 days, 12:31:04, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1566, top5_acc: 0.3688, loss_cls: 4.1305, loss: 4.1305, grad_norm: 2.1424 2021-06-19 01:00:10,363 - mmaction - INFO - Epoch [6][1080/1879] lr: 3.600e-02, eta: 8 days, 12:30:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1430, top5_acc: 0.3500, loss_cls: 4.1567, loss: 4.1567, grad_norm: 2.1897 2021-06-19 01:00:55,183 - mmaction - INFO - Epoch [6][1100/1879] lr: 3.604e-02, eta: 8 days, 12:29:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1469, top5_acc: 0.3516, loss_cls: 4.1808, loss: 4.1808, grad_norm: 2.1651 2021-06-19 01:01:39,982 - mmaction - INFO - Epoch [6][1120/1879] lr: 3.608e-02, eta: 8 days, 12:28:39, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1457, top5_acc: 0.3605, loss_cls: 4.1640, loss: 4.1640, grad_norm: 2.2539 2021-06-19 01:02:24,801 - mmaction - INFO - Epoch [6][1140/1879] lr: 3.611e-02, eta: 8 days, 12:27:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1617, top5_acc: 0.3547, loss_cls: 4.1203, loss: 4.1203, grad_norm: 2.2188 2021-06-19 01:03:09,528 - mmaction - INFO - Epoch [6][1160/1879] lr: 3.615e-02, eta: 8 days, 12:26:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1586, top5_acc: 0.3664, loss_cls: 4.1048, loss: 4.1048, grad_norm: 2.2708 2021-06-19 01:03:54,435 - mmaction - INFO - Epoch [6][1180/1879] lr: 3.619e-02, eta: 8 days, 12:26:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1520, top5_acc: 0.3441, loss_cls: 4.1744, loss: 4.1744, grad_norm: 2.3323 2021-06-19 01:04:39,169 - mmaction - INFO - Epoch [6][1200/1879] lr: 3.623e-02, eta: 8 days, 12:25:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1457, top5_acc: 0.3523, loss_cls: 4.1497, loss: 4.1497, grad_norm: 2.2080 2021-06-19 01:05:23,952 - mmaction - INFO - Epoch [6][1220/1879] lr: 3.627e-02, eta: 8 days, 12:24:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1500, top5_acc: 0.3551, loss_cls: 4.1676, loss: 4.1676, grad_norm: 2.1631 2021-06-19 01:06:08,811 - mmaction - INFO - Epoch [6][1240/1879] lr: 3.630e-02, eta: 8 days, 12:23:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1437, top5_acc: 0.3516, loss_cls: 4.1984, loss: 4.1984, grad_norm: 2.1263 2021-06-19 01:06:53,525 - mmaction - INFO - Epoch [6][1260/1879] lr: 3.634e-02, eta: 8 days, 12:22:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1453, top5_acc: 0.3480, loss_cls: 4.1669, loss: 4.1669, grad_norm: 2.1678 2021-06-19 01:07:38,334 - mmaction - INFO - Epoch [6][1280/1879] lr: 3.638e-02, eta: 8 days, 12:22:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1586, top5_acc: 0.3668, loss_cls: 4.1120, loss: 4.1120, grad_norm: 2.2726 2021-06-19 01:08:23,099 - mmaction - INFO - Epoch [6][1300/1879] lr: 3.642e-02, eta: 8 days, 12:21:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1492, top5_acc: 0.3594, loss_cls: 4.1494, loss: 4.1494, grad_norm: 2.2395 2021-06-19 01:09:07,866 - mmaction - INFO - Epoch [6][1320/1879] lr: 3.646e-02, eta: 8 days, 12:20:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1492, top5_acc: 0.3605, loss_cls: 4.1702, loss: 4.1702, grad_norm: 2.1443 2021-06-19 01:09:52,773 - mmaction - INFO - Epoch [6][1340/1879] lr: 3.650e-02, eta: 8 days, 12:19:42, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1539, top5_acc: 0.3754, loss_cls: 4.0950, loss: 4.0950, grad_norm: 2.2127 2021-06-19 01:10:37,628 - mmaction - INFO - Epoch [6][1360/1879] lr: 3.653e-02, eta: 8 days, 12:18:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1512, top5_acc: 0.3566, loss_cls: 4.1442, loss: 4.1442, grad_norm: 2.1549 2021-06-19 01:11:22,476 - mmaction - INFO - Epoch [6][1380/1879] lr: 3.657e-02, eta: 8 days, 12:18:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1559, top5_acc: 0.3586, loss_cls: 4.1104, loss: 4.1104, grad_norm: 2.2257 2021-06-19 01:12:07,273 - mmaction - INFO - Epoch [6][1400/1879] lr: 3.661e-02, eta: 8 days, 12:17:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1656, top5_acc: 0.3766, loss_cls: 4.1229, loss: 4.1229, grad_norm: 2.1581 2021-06-19 01:12:52,086 - mmaction - INFO - Epoch [6][1420/1879] lr: 3.665e-02, eta: 8 days, 12:16:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1559, top5_acc: 0.3637, loss_cls: 4.0965, loss: 4.0965, grad_norm: 2.1518 2021-06-19 01:13:36,933 - mmaction - INFO - Epoch [6][1440/1879] lr: 3.669e-02, eta: 8 days, 12:15:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1621, top5_acc: 0.3871, loss_cls: 4.0699, loss: 4.0699, grad_norm: 2.2020 2021-06-19 01:14:21,726 - mmaction - INFO - Epoch [6][1460/1879] lr: 3.673e-02, eta: 8 days, 12:14:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1469, top5_acc: 0.3617, loss_cls: 4.1358, loss: 4.1358, grad_norm: 2.1458 2021-06-19 01:15:06,583 - mmaction - INFO - Epoch [6][1480/1879] lr: 3.676e-02, eta: 8 days, 12:14:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1551, top5_acc: 0.3633, loss_cls: 4.1190, loss: 4.1190, grad_norm: 2.1941 2021-06-19 01:15:51,392 - mmaction - INFO - Epoch [6][1500/1879] lr: 3.680e-02, eta: 8 days, 12:13:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1516, top5_acc: 0.3648, loss_cls: 4.1133, loss: 4.1133, grad_norm: 2.1527 2021-06-19 01:16:36,212 - mmaction - INFO - Epoch [6][1520/1879] lr: 3.684e-02, eta: 8 days, 12:12:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1441, top5_acc: 0.3508, loss_cls: 4.1689, loss: 4.1689, grad_norm: 2.1689 2021-06-19 01:17:20,975 - mmaction - INFO - Epoch [6][1540/1879] lr: 3.688e-02, eta: 8 days, 12:11:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1605, top5_acc: 0.3633, loss_cls: 4.0744, loss: 4.0744, grad_norm: 2.1801 2021-06-19 01:18:05,735 - mmaction - INFO - Epoch [6][1560/1879] lr: 3.692e-02, eta: 8 days, 12:10:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1617, top5_acc: 0.3797, loss_cls: 4.0864, loss: 4.0864, grad_norm: 2.2355 2021-06-19 01:18:50,465 - mmaction - INFO - Epoch [6][1580/1879] lr: 3.695e-02, eta: 8 days, 12:10:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1422, top5_acc: 0.3512, loss_cls: 4.1631, loss: 4.1631, grad_norm: 2.1891 2021-06-19 01:19:35,247 - mmaction - INFO - Epoch [6][1600/1879] lr: 3.699e-02, eta: 8 days, 12:09:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1598, top5_acc: 0.3676, loss_cls: 4.1170, loss: 4.1170, grad_norm: 2.2051 2021-06-19 01:20:20,164 - mmaction - INFO - Epoch [6][1620/1879] lr: 3.703e-02, eta: 8 days, 12:08:27, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1613, top5_acc: 0.3730, loss_cls: 4.1172, loss: 4.1172, grad_norm: 2.1624 2021-06-19 01:21:04,898 - mmaction - INFO - Epoch [6][1640/1879] lr: 3.707e-02, eta: 8 days, 12:07:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1594, top5_acc: 0.3742, loss_cls: 4.0686, loss: 4.0686, grad_norm: 2.2335 2021-06-19 01:21:49,611 - mmaction - INFO - Epoch [6][1660/1879] lr: 3.711e-02, eta: 8 days, 12:06:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1469, top5_acc: 0.3465, loss_cls: 4.1809, loss: 4.1809, grad_norm: 2.4947 2021-06-19 01:22:34,592 - mmaction - INFO - Epoch [6][1680/1879] lr: 3.715e-02, eta: 8 days, 12:06:03, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.1547, top5_acc: 0.3695, loss_cls: 4.1171, loss: 4.1171, grad_norm: 2.2366 2021-06-19 01:23:19,428 - mmaction - INFO - Epoch [6][1700/1879] lr: 3.718e-02, eta: 8 days, 12:05:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1516, top5_acc: 0.3609, loss_cls: 4.1090, loss: 4.1090, grad_norm: 2.2698 2021-06-19 01:24:04,301 - mmaction - INFO - Epoch [6][1720/1879] lr: 3.722e-02, eta: 8 days, 12:04:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1516, top5_acc: 0.3691, loss_cls: 4.0893, loss: 4.0893, grad_norm: 2.2499 2021-06-19 01:24:49,095 - mmaction - INFO - Epoch [6][1740/1879] lr: 3.726e-02, eta: 8 days, 12:03:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1660, top5_acc: 0.3719, loss_cls: 4.0893, loss: 4.0893, grad_norm: 2.2895 2021-06-19 01:25:33,935 - mmaction - INFO - Epoch [6][1760/1879] lr: 3.730e-02, eta: 8 days, 12:02:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1590, top5_acc: 0.3625, loss_cls: 4.0990, loss: 4.0990, grad_norm: 2.2370 2021-06-19 01:26:18,613 - mmaction - INFO - Epoch [6][1780/1879] lr: 3.734e-02, eta: 8 days, 12:02:01, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.1527, top5_acc: 0.3609, loss_cls: 4.1207, loss: 4.1207, grad_norm: 2.2636 2021-06-19 01:27:03,355 - mmaction - INFO - Epoch [6][1800/1879] lr: 3.738e-02, eta: 8 days, 12:01:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1547, top5_acc: 0.3711, loss_cls: 4.0971, loss: 4.0971, grad_norm: 2.2125 2021-06-19 01:27:48,225 - mmaction - INFO - Epoch [6][1820/1879] lr: 3.741e-02, eta: 8 days, 12:00:25, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1480, top5_acc: 0.3660, loss_cls: 4.1174, loss: 4.1174, grad_norm: 2.1347 2021-06-19 01:28:33,077 - mmaction - INFO - Epoch [6][1840/1879] lr: 3.745e-02, eta: 8 days, 11:59:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1637, top5_acc: 0.3840, loss_cls: 4.0464, loss: 4.0464, grad_norm: 2.1554 2021-06-19 01:29:17,746 - mmaction - INFO - Epoch [6][1860/1879] lr: 3.749e-02, eta: 8 days, 11:58:46, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.1437, top5_acc: 0.3691, loss_cls: 4.1332, loss: 4.1332, grad_norm: 2.2265 2021-06-19 01:30:00,653 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-06-19 01:31:29,705 - mmaction - INFO - Epoch [7][20/1879] lr: 3.753e-02, eta: 8 days, 11:57:47, time: 4.428, data_time: 2.109, memory: 7544, top1_acc: 0.1480, top5_acc: 0.3605, loss_cls: 4.0804, loss: 4.0804, grad_norm: 2.2713 2021-06-19 01:32:14,566 - mmaction - INFO - Epoch [7][40/1879] lr: 3.757e-02, eta: 8 days, 11:57:00, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.1625, top5_acc: 0.3766, loss_cls: 4.0880, loss: 4.0880, grad_norm: 2.2228 2021-06-19 01:32:59,544 - mmaction - INFO - Epoch [7][60/1879] lr: 3.761e-02, eta: 8 days, 11:56:17, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.1488, top5_acc: 0.3617, loss_cls: 4.1176, loss: 4.1176, grad_norm: 2.2392 2021-06-19 01:33:44,365 - mmaction - INFO - Epoch [7][80/1879] lr: 3.765e-02, eta: 8 days, 11:55:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1648, top5_acc: 0.3691, loss_cls: 4.0552, loss: 4.0552, grad_norm: 2.2492 2021-06-19 01:34:29,206 - mmaction - INFO - Epoch [7][100/1879] lr: 3.769e-02, eta: 8 days, 11:54:42, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.1512, top5_acc: 0.3594, loss_cls: 4.1230, loss: 4.1230, grad_norm: 2.2109 2021-06-19 01:35:13,983 - mmaction - INFO - Epoch [7][120/1879] lr: 3.772e-02, eta: 8 days, 11:53:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1570, top5_acc: 0.3691, loss_cls: 4.0968, loss: 4.0968, grad_norm: 2.2228 2021-06-19 01:35:58,893 - mmaction - INFO - Epoch [7][140/1879] lr: 3.776e-02, eta: 8 days, 11:53:08, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1492, top5_acc: 0.3645, loss_cls: 4.1151, loss: 4.1151, grad_norm: 2.2550 2021-06-19 01:36:43,687 - mmaction - INFO - Epoch [7][160/1879] lr: 3.780e-02, eta: 8 days, 11:52:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1633, top5_acc: 0.3691, loss_cls: 4.0689, loss: 4.0689, grad_norm: 2.1429 2021-06-19 01:37:28,537 - mmaction - INFO - Epoch [7][180/1879] lr: 3.784e-02, eta: 8 days, 11:51:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1629, top5_acc: 0.3742, loss_cls: 4.0594, loss: 4.0594, grad_norm: 2.1370 2021-06-19 01:38:13,339 - mmaction - INFO - Epoch [7][200/1879] lr: 3.788e-02, eta: 8 days, 11:50:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1520, top5_acc: 0.3613, loss_cls: 4.1031, loss: 4.1031, grad_norm: 2.2495 2021-06-19 01:38:58,154 - mmaction - INFO - Epoch [7][220/1879] lr: 3.792e-02, eta: 8 days, 11:49:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1496, top5_acc: 0.3652, loss_cls: 4.1219, loss: 4.1219, grad_norm: 2.1690 2021-06-19 01:39:43,085 - mmaction - INFO - Epoch [7][240/1879] lr: 3.795e-02, eta: 8 days, 11:49:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1605, top5_acc: 0.3812, loss_cls: 4.0304, loss: 4.0304, grad_norm: 2.1621 2021-06-19 01:40:27,873 - mmaction - INFO - Epoch [7][260/1879] lr: 3.799e-02, eta: 8 days, 11:48:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3859, loss_cls: 4.0357, loss: 4.0357, grad_norm: 2.1970 2021-06-19 01:41:12,813 - mmaction - INFO - Epoch [7][280/1879] lr: 3.803e-02, eta: 8 days, 11:47:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1594, top5_acc: 0.3773, loss_cls: 4.0823, loss: 4.0823, grad_norm: 2.2446 2021-06-19 01:41:57,837 - mmaction - INFO - Epoch [7][300/1879] lr: 3.807e-02, eta: 8 days, 11:46:57, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.1586, top5_acc: 0.3543, loss_cls: 4.1126, loss: 4.1126, grad_norm: 2.1991 2021-06-19 01:42:42,734 - mmaction - INFO - Epoch [7][320/1879] lr: 3.811e-02, eta: 8 days, 11:46:11, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1586, top5_acc: 0.3902, loss_cls: 4.0359, loss: 4.0359, grad_norm: 2.2503 2021-06-19 01:43:27,639 - mmaction - INFO - Epoch [7][340/1879] lr: 3.814e-02, eta: 8 days, 11:45:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1660, top5_acc: 0.3883, loss_cls: 4.0355, loss: 4.0355, grad_norm: 2.1895 2021-06-19 01:44:12,520 - mmaction - INFO - Epoch [7][360/1879] lr: 3.818e-02, eta: 8 days, 11:44:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1727, top5_acc: 0.3855, loss_cls: 4.0324, loss: 4.0324, grad_norm: 2.0896 2021-06-19 01:44:57,438 - mmaction - INFO - Epoch [7][380/1879] lr: 3.822e-02, eta: 8 days, 11:43:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1637, top5_acc: 0.3793, loss_cls: 4.0665, loss: 4.0665, grad_norm: 2.2219 2021-06-19 01:45:42,355 - mmaction - INFO - Epoch [7][400/1879] lr: 3.826e-02, eta: 8 days, 11:43:10, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1516, top5_acc: 0.3660, loss_cls: 4.0516, loss: 4.0516, grad_norm: 2.2018 2021-06-19 01:46:27,162 - mmaction - INFO - Epoch [7][420/1879] lr: 3.830e-02, eta: 8 days, 11:42:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1512, top5_acc: 0.3563, loss_cls: 4.1327, loss: 4.1327, grad_norm: 2.1817 2021-06-19 01:47:12,061 - mmaction - INFO - Epoch [7][440/1879] lr: 3.834e-02, eta: 8 days, 11:41:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1484, top5_acc: 0.3691, loss_cls: 4.1009, loss: 4.1009, grad_norm: 2.1378 2021-06-19 01:47:56,901 - mmaction - INFO - Epoch [7][460/1879] lr: 3.837e-02, eta: 8 days, 11:40:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1668, top5_acc: 0.3852, loss_cls: 4.0308, loss: 4.0308, grad_norm: 2.1182 2021-06-19 01:48:41,734 - mmaction - INFO - Epoch [7][480/1879] lr: 3.841e-02, eta: 8 days, 11:40:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1801, top5_acc: 0.4031, loss_cls: 3.9421, loss: 3.9421, grad_norm: 2.2216 2021-06-19 01:49:26,597 - mmaction - INFO - Epoch [7][500/1879] lr: 3.845e-02, eta: 8 days, 11:39:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1695, top5_acc: 0.3820, loss_cls: 4.0268, loss: 4.0268, grad_norm: 2.1834 2021-06-19 01:50:11,392 - mmaction - INFO - Epoch [7][520/1879] lr: 3.849e-02, eta: 8 days, 11:38:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1605, top5_acc: 0.3973, loss_cls: 4.0261, loss: 4.0261, grad_norm: 2.1512 2021-06-19 01:50:56,264 - mmaction - INFO - Epoch [7][540/1879] lr: 3.853e-02, eta: 8 days, 11:37:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1676, top5_acc: 0.3848, loss_cls: 4.0331, loss: 4.0331, grad_norm: 2.1452 2021-06-19 01:51:41,139 - mmaction - INFO - Epoch [7][560/1879] lr: 3.857e-02, eta: 8 days, 11:36:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1617, top5_acc: 0.3828, loss_cls: 4.0840, loss: 4.0840, grad_norm: 2.2153 2021-06-19 01:52:25,932 - mmaction - INFO - Epoch [7][580/1879] lr: 3.860e-02, eta: 8 days, 11:36:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1637, top5_acc: 0.3695, loss_cls: 4.0604, loss: 4.0604, grad_norm: 2.1513 2021-06-19 01:53:10,761 - mmaction - INFO - Epoch [7][600/1879] lr: 3.864e-02, eta: 8 days, 11:35:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1539, top5_acc: 0.3602, loss_cls: 4.0888, loss: 4.0888, grad_norm: 2.1273 2021-06-19 01:53:55,595 - mmaction - INFO - Epoch [7][620/1879] lr: 3.868e-02, eta: 8 days, 11:34:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3852, loss_cls: 4.0056, loss: 4.0056, grad_norm: 2.1771 2021-06-19 01:54:40,507 - mmaction - INFO - Epoch [7][640/1879] lr: 3.872e-02, eta: 8 days, 11:33:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1664, top5_acc: 0.4008, loss_cls: 3.9944, loss: 3.9944, grad_norm: 2.1319 2021-06-19 01:55:25,420 - mmaction - INFO - Epoch [7][660/1879] lr: 3.876e-02, eta: 8 days, 11:33:02, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1664, top5_acc: 0.3820, loss_cls: 4.0035, loss: 4.0035, grad_norm: 2.2184 2021-06-19 01:56:10,299 - mmaction - INFO - Epoch [7][680/1879] lr: 3.879e-02, eta: 8 days, 11:32:16, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1508, top5_acc: 0.3672, loss_cls: 4.0991, loss: 4.0991, grad_norm: 2.2028 2021-06-19 01:56:55,221 - mmaction - INFO - Epoch [7][700/1879] lr: 3.883e-02, eta: 8 days, 11:31:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1727, top5_acc: 0.3820, loss_cls: 4.0438, loss: 4.0438, grad_norm: 2.1350 2021-06-19 01:57:40,064 - mmaction - INFO - Epoch [7][720/1879] lr: 3.887e-02, eta: 8 days, 11:30:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1680, top5_acc: 0.3898, loss_cls: 4.0521, loss: 4.0521, grad_norm: 2.2181 2021-06-19 01:58:24,808 - mmaction - INFO - Epoch [7][740/1879] lr: 3.891e-02, eta: 8 days, 11:29:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1840, top5_acc: 0.4004, loss_cls: 4.0088, loss: 4.0088, grad_norm: 2.2340 2021-06-19 01:59:09,663 - mmaction - INFO - Epoch [7][760/1879] lr: 3.895e-02, eta: 8 days, 11:29:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1660, top5_acc: 0.3773, loss_cls: 4.0455, loss: 4.0455, grad_norm: 2.2180 2021-06-19 01:59:54,543 - mmaction - INFO - Epoch [7][780/1879] lr: 3.899e-02, eta: 8 days, 11:28:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1590, top5_acc: 0.3789, loss_cls: 4.0103, loss: 4.0103, grad_norm: 2.1892 2021-06-19 02:00:39,366 - mmaction - INFO - Epoch [7][800/1879] lr: 3.902e-02, eta: 8 days, 11:27:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1738, top5_acc: 0.3871, loss_cls: 4.0102, loss: 4.0102, grad_norm: 2.1732 2021-06-19 02:01:24,108 - mmaction - INFO - Epoch [7][820/1879] lr: 3.906e-02, eta: 8 days, 11:26:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1730, top5_acc: 0.4066, loss_cls: 3.9768, loss: 3.9768, grad_norm: 2.1468 2021-06-19 02:02:08,869 - mmaction - INFO - Epoch [7][840/1879] lr: 3.910e-02, eta: 8 days, 11:25:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1637, top5_acc: 0.3941, loss_cls: 4.0571, loss: 4.0571, grad_norm: 2.2312 2021-06-19 02:02:53,794 - mmaction - INFO - Epoch [7][860/1879] lr: 3.914e-02, eta: 8 days, 11:25:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1727, top5_acc: 0.3762, loss_cls: 4.0609, loss: 4.0609, grad_norm: 2.1707 2021-06-19 02:03:38,774 - mmaction - INFO - Epoch [7][880/1879] lr: 3.918e-02, eta: 8 days, 11:24:29, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.1734, top5_acc: 0.4020, loss_cls: 3.9480, loss: 3.9480, grad_norm: 2.2380 2021-06-19 02:04:23,578 - mmaction - INFO - Epoch [7][900/1879] lr: 3.921e-02, eta: 8 days, 11:23:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1699, top5_acc: 0.3723, loss_cls: 4.0119, loss: 4.0119, grad_norm: 2.2590 2021-06-19 02:05:08,378 - mmaction - INFO - Epoch [7][920/1879] lr: 3.925e-02, eta: 8 days, 11:22:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1684, top5_acc: 0.3797, loss_cls: 4.0409, loss: 4.0409, grad_norm: 2.1398 2021-06-19 02:05:52,934 - mmaction - INFO - Epoch [7][940/1879] lr: 3.929e-02, eta: 8 days, 11:21:58, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.1582, top5_acc: 0.3945, loss_cls: 4.0076, loss: 4.0076, grad_norm: 2.1586 2021-06-19 02:06:37,891 - mmaction - INFO - Epoch [7][960/1879] lr: 3.933e-02, eta: 8 days, 11:21:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1750, top5_acc: 0.3797, loss_cls: 4.0075, loss: 4.0075, grad_norm: 2.1731 2021-06-19 02:07:22,925 - mmaction - INFO - Epoch [7][980/1879] lr: 3.937e-02, eta: 8 days, 11:20:33, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.1738, top5_acc: 0.3871, loss_cls: 3.9932, loss: 3.9932, grad_norm: 2.1717 2021-06-19 02:08:07,539 - mmaction - INFO - Epoch [7][1000/1879] lr: 3.941e-02, eta: 8 days, 11:19:40, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.1742, top5_acc: 0.3969, loss_cls: 3.9783, loss: 3.9783, grad_norm: 2.1967 2021-06-19 02:08:52,298 - mmaction - INFO - Epoch [7][1020/1879] lr: 3.944e-02, eta: 8 days, 11:18:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1688, top5_acc: 0.3937, loss_cls: 3.9950, loss: 3.9950, grad_norm: 2.1016 2021-06-19 02:09:37,138 - mmaction - INFO - Epoch [7][1040/1879] lr: 3.948e-02, eta: 8 days, 11:18:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1645, top5_acc: 0.3828, loss_cls: 4.0095, loss: 4.0095, grad_norm: 2.1915 2021-06-19 02:10:21,899 - mmaction - INFO - Epoch [7][1060/1879] lr: 3.952e-02, eta: 8 days, 11:17:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1664, top5_acc: 0.3879, loss_cls: 4.0130, loss: 4.0130, grad_norm: 2.1451 2021-06-19 02:11:06,691 - mmaction - INFO - Epoch [7][1080/1879] lr: 3.956e-02, eta: 8 days, 11:16:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1746, top5_acc: 0.4008, loss_cls: 3.9281, loss: 3.9281, grad_norm: 2.2104 2021-06-19 02:11:51,452 - mmaction - INFO - Epoch [7][1100/1879] lr: 3.960e-02, eta: 8 days, 11:15:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3934, loss_cls: 3.9708, loss: 3.9708, grad_norm: 2.1501 2021-06-19 02:12:36,244 - mmaction - INFO - Epoch [7][1120/1879] lr: 3.964e-02, eta: 8 days, 11:14:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1691, top5_acc: 0.3812, loss_cls: 4.0370, loss: 4.0370, grad_norm: 2.2057 2021-06-19 02:13:21,078 - mmaction - INFO - Epoch [7][1140/1879] lr: 3.967e-02, eta: 8 days, 11:14:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1738, top5_acc: 0.3949, loss_cls: 3.9756, loss: 3.9756, grad_norm: 2.2077 2021-06-19 02:14:05,950 - mmaction - INFO - Epoch [7][1160/1879] lr: 3.971e-02, eta: 8 days, 11:13:17, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1848, top5_acc: 0.4199, loss_cls: 3.9053, loss: 3.9053, grad_norm: 2.1467 2021-06-19 02:14:50,745 - mmaction - INFO - Epoch [7][1180/1879] lr: 3.975e-02, eta: 8 days, 11:12:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1602, top5_acc: 0.3777, loss_cls: 4.0363, loss: 4.0363, grad_norm: 2.2007 2021-06-19 02:15:35,511 - mmaction - INFO - Epoch [7][1200/1879] lr: 3.979e-02, eta: 8 days, 11:11:40, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1723, top5_acc: 0.4078, loss_cls: 3.9962, loss: 3.9962, grad_norm: 2.1429 2021-06-19 02:16:20,330 - mmaction - INFO - Epoch [7][1220/1879] lr: 3.983e-02, eta: 8 days, 11:10:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1645, top5_acc: 0.3996, loss_cls: 3.9255, loss: 3.9255, grad_norm: 2.2520 2021-06-19 02:17:05,098 - mmaction - INFO - Epoch [7][1240/1879] lr: 3.986e-02, eta: 8 days, 11:10:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1715, top5_acc: 0.3820, loss_cls: 4.0107, loss: 4.0107, grad_norm: 2.1690 2021-06-19 02:17:49,810 - mmaction - INFO - Epoch [7][1260/1879] lr: 3.990e-02, eta: 8 days, 11:09:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1594, top5_acc: 0.3836, loss_cls: 4.0135, loss: 4.0135, grad_norm: 2.1733 2021-06-19 02:18:34,597 - mmaction - INFO - Epoch [7][1280/1879] lr: 3.994e-02, eta: 8 days, 11:08:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1688, top5_acc: 0.3793, loss_cls: 3.9718, loss: 3.9718, grad_norm: 2.1870 2021-06-19 02:19:19,500 - mmaction - INFO - Epoch [7][1300/1879] lr: 3.998e-02, eta: 8 days, 11:07:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3937, loss_cls: 3.9757, loss: 3.9757, grad_norm: 2.1550 2021-06-19 02:20:04,368 - mmaction - INFO - Epoch [7][1320/1879] lr: 4.002e-02, eta: 8 days, 11:06:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1730, top5_acc: 0.3953, loss_cls: 3.9689, loss: 3.9689, grad_norm: 2.1782 2021-06-19 02:20:49,300 - mmaction - INFO - Epoch [7][1340/1879] lr: 4.006e-02, eta: 8 days, 11:06:10, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1637, top5_acc: 0.3965, loss_cls: 3.9709, loss: 3.9709, grad_norm: 2.2532 2021-06-19 02:21:34,245 - mmaction - INFO - Epoch [7][1360/1879] lr: 4.009e-02, eta: 8 days, 11:05:26, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.1789, top5_acc: 0.3945, loss_cls: 3.9637, loss: 3.9637, grad_norm: 2.1517 2021-06-19 02:22:19,016 - mmaction - INFO - Epoch [7][1380/1879] lr: 4.013e-02, eta: 8 days, 11:04:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1945, top5_acc: 0.4051, loss_cls: 3.8881, loss: 3.8881, grad_norm: 2.2249 2021-06-19 02:23:03,818 - mmaction - INFO - Epoch [7][1400/1879] lr: 4.017e-02, eta: 8 days, 11:03:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1645, top5_acc: 0.3926, loss_cls: 3.9950, loss: 3.9950, grad_norm: 2.2304 2021-06-19 02:23:48,688 - mmaction - INFO - Epoch [7][1420/1879] lr: 4.021e-02, eta: 8 days, 11:03:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1918, top5_acc: 0.4078, loss_cls: 3.9238, loss: 3.9238, grad_norm: 2.1602 2021-06-19 02:24:33,710 - mmaction - INFO - Epoch [7][1440/1879] lr: 4.025e-02, eta: 8 days, 11:02:22, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.1746, top5_acc: 0.3937, loss_cls: 3.9907, loss: 3.9907, grad_norm: 2.2087 2021-06-19 02:25:18,488 - mmaction - INFO - Epoch [7][1460/1879] lr: 4.028e-02, eta: 8 days, 11:01:34, time: 2.239, data_time: 0.003, memory: 7544, top1_acc: 0.1617, top5_acc: 0.3820, loss_cls: 4.0156, loss: 4.0156, grad_norm: 2.1396 2021-06-19 02:26:03,368 - mmaction - INFO - Epoch [7][1480/1879] lr: 4.032e-02, eta: 8 days, 11:00:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1840, top5_acc: 0.3961, loss_cls: 4.0063, loss: 4.0063, grad_norm: 2.1564 2021-06-19 02:26:48,299 - mmaction - INFO - Epoch [7][1500/1879] lr: 4.036e-02, eta: 8 days, 11:00:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1793, top5_acc: 0.3945, loss_cls: 3.9089, loss: 3.9089, grad_norm: 2.1653 2021-06-19 02:27:33,172 - mmaction - INFO - Epoch [7][1520/1879] lr: 4.040e-02, eta: 8 days, 10:59:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3953, loss_cls: 3.9826, loss: 3.9826, grad_norm: 2.2086 2021-06-19 02:28:17,906 - mmaction - INFO - Epoch [7][1540/1879] lr: 4.044e-02, eta: 8 days, 10:58:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.3969, loss_cls: 3.9235, loss: 3.9235, grad_norm: 2.2313 2021-06-19 02:29:02,802 - mmaction - INFO - Epoch [7][1560/1879] lr: 4.048e-02, eta: 8 days, 10:57:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1738, top5_acc: 0.4008, loss_cls: 3.9738, loss: 3.9738, grad_norm: 2.1971 2021-06-19 02:29:47,674 - mmaction - INFO - Epoch [7][1580/1879] lr: 4.051e-02, eta: 8 days, 10:56:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1707, top5_acc: 0.3883, loss_cls: 3.9907, loss: 3.9907, grad_norm: 2.3298 2021-06-19 02:30:32,398 - mmaction - INFO - Epoch [7][1600/1879] lr: 4.055e-02, eta: 8 days, 10:56:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1691, top5_acc: 0.3984, loss_cls: 3.9794, loss: 3.9794, grad_norm: 2.2096 2021-06-19 02:31:17,270 - mmaction - INFO - Epoch [7][1620/1879] lr: 4.059e-02, eta: 8 days, 10:55:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1598, top5_acc: 0.3836, loss_cls: 4.0260, loss: 4.0260, grad_norm: 2.2326 2021-06-19 02:32:02,106 - mmaction - INFO - Epoch [7][1640/1879] lr: 4.063e-02, eta: 8 days, 10:54:35, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1781, top5_acc: 0.4004, loss_cls: 3.9614, loss: 3.9614, grad_norm: 2.1534 2021-06-19 02:32:46,938 - mmaction - INFO - Epoch [7][1660/1879] lr: 4.067e-02, eta: 8 days, 10:53:48, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1840, top5_acc: 0.4070, loss_cls: 3.9371, loss: 3.9371, grad_norm: 2.1932 2021-06-19 02:33:31,859 - mmaction - INFO - Epoch [7][1680/1879] lr: 4.071e-02, eta: 8 days, 10:53:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1734, top5_acc: 0.3871, loss_cls: 3.9776, loss: 3.9776, grad_norm: 2.2116 2021-06-19 02:34:16,559 - mmaction - INFO - Epoch [7][1700/1879] lr: 4.074e-02, eta: 8 days, 10:52:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1707, top5_acc: 0.3918, loss_cls: 3.9760, loss: 3.9760, grad_norm: 2.1442 2021-06-19 02:35:01,323 - mmaction - INFO - Epoch [7][1720/1879] lr: 4.078e-02, eta: 8 days, 10:51:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1785, top5_acc: 0.4059, loss_cls: 3.8990, loss: 3.8990, grad_norm: 2.1849 2021-06-19 02:35:46,294 - mmaction - INFO - Epoch [7][1740/1879] lr: 4.082e-02, eta: 8 days, 10:50:41, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.1672, top5_acc: 0.3863, loss_cls: 4.0203, loss: 4.0203, grad_norm: 2.2353 2021-06-19 02:36:31,203 - mmaction - INFO - Epoch [7][1760/1879] lr: 4.086e-02, eta: 8 days, 10:49:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1766, top5_acc: 0.4016, loss_cls: 3.9167, loss: 3.9167, grad_norm: 2.2140 2021-06-19 02:37:16,054 - mmaction - INFO - Epoch [7][1780/1879] lr: 4.090e-02, eta: 8 days, 10:49:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1945, top5_acc: 0.3941, loss_cls: 4.0034, loss: 4.0034, grad_norm: 2.2212 2021-06-19 02:38:00,910 - mmaction - INFO - Epoch [7][1800/1879] lr: 4.093e-02, eta: 8 days, 10:48:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1742, top5_acc: 0.4008, loss_cls: 3.9905, loss: 3.9905, grad_norm: 2.1414 2021-06-19 02:38:45,790 - mmaction - INFO - Epoch [7][1820/1879] lr: 4.097e-02, eta: 8 days, 10:47:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1684, top5_acc: 0.3957, loss_cls: 3.9613, loss: 3.9613, grad_norm: 2.2224 2021-06-19 02:39:30,531 - mmaction - INFO - Epoch [7][1840/1879] lr: 4.101e-02, eta: 8 days, 10:46:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1789, top5_acc: 0.4098, loss_cls: 3.9111, loss: 3.9111, grad_norm: 2.2017 2021-06-19 02:40:15,345 - mmaction - INFO - Epoch [7][1860/1879] lr: 4.105e-02, eta: 8 days, 10:46:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1793, top5_acc: 0.3902, loss_cls: 3.9959, loss: 3.9959, grad_norm: 2.1251 2021-06-19 02:40:58,368 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-06-19 02:42:28,670 - mmaction - INFO - Epoch [8][20/1879] lr: 4.108e-02, eta: 8 days, 10:45:32, time: 4.496, data_time: 2.147, memory: 7544, top1_acc: 0.1895, top5_acc: 0.4090, loss_cls: 3.9052, loss: 3.9052, grad_norm: 2.2318 2021-06-19 02:43:13,427 - mmaction - INFO - Epoch [8][40/1879] lr: 4.112e-02, eta: 8 days, 10:44:43, time: 2.238, data_time: 0.003, memory: 7544, top1_acc: 0.1738, top5_acc: 0.3984, loss_cls: 3.9192, loss: 3.9192, grad_norm: 2.2034 2021-06-19 02:43:58,168 - mmaction - INFO - Epoch [8][60/1879] lr: 4.116e-02, eta: 8 days, 10:43:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1668, top5_acc: 0.3949, loss_cls: 3.9719, loss: 3.9719, grad_norm: 2.1817 2021-06-19 02:44:43,024 - mmaction - INFO - Epoch [8][80/1879] lr: 4.120e-02, eta: 8 days, 10:43:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1859, top5_acc: 0.4172, loss_cls: 3.9090, loss: 3.9090, grad_norm: 2.1844 2021-06-19 02:45:27,965 - mmaction - INFO - Epoch [8][100/1879] lr: 4.124e-02, eta: 8 days, 10:42:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1801, top5_acc: 0.3949, loss_cls: 3.9716, loss: 3.9716, grad_norm: 2.1285 2021-06-19 02:46:12,772 - mmaction - INFO - Epoch [8][120/1879] lr: 4.127e-02, eta: 8 days, 10:41:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1953, top5_acc: 0.4102, loss_cls: 3.8794, loss: 3.8794, grad_norm: 2.1631 2021-06-19 02:46:57,585 - mmaction - INFO - Epoch [8][140/1879] lr: 4.131e-02, eta: 8 days, 10:40:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1816, top5_acc: 0.4188, loss_cls: 3.8805, loss: 3.8805, grad_norm: 2.1446 2021-06-19 02:47:42,569 - mmaction - INFO - Epoch [8][160/1879] lr: 4.135e-02, eta: 8 days, 10:40:06, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.1859, top5_acc: 0.4281, loss_cls: 3.8833, loss: 3.8833, grad_norm: 2.1565 2021-06-19 02:48:27,362 - mmaction - INFO - Epoch [8][180/1879] lr: 4.139e-02, eta: 8 days, 10:39:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1812, top5_acc: 0.4016, loss_cls: 3.9392, loss: 3.9392, grad_norm: 2.1524 2021-06-19 02:49:12,215 - mmaction - INFO - Epoch [8][200/1879] lr: 4.143e-02, eta: 8 days, 10:38:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1969, top5_acc: 0.4281, loss_cls: 3.8445, loss: 3.8445, grad_norm: 2.2478 2021-06-19 02:49:57,232 - mmaction - INFO - Epoch [8][220/1879] lr: 4.146e-02, eta: 8 days, 10:37:49, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.1770, top5_acc: 0.4074, loss_cls: 3.9360, loss: 3.9360, grad_norm: 2.2273 2021-06-19 02:50:42,188 - mmaction - INFO - Epoch [8][240/1879] lr: 4.150e-02, eta: 8 days, 10:37:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.1816, top5_acc: 0.3953, loss_cls: 3.9680, loss: 3.9680, grad_norm: 2.1931 2021-06-19 02:51:27,157 - mmaction - INFO - Epoch [8][260/1879] lr: 4.154e-02, eta: 8 days, 10:36:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.1820, top5_acc: 0.4047, loss_cls: 3.9295, loss: 3.9295, grad_norm: 2.0952 2021-06-19 02:52:12,036 - mmaction - INFO - Epoch [8][280/1879] lr: 4.158e-02, eta: 8 days, 10:35:36, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1805, top5_acc: 0.4066, loss_cls: 3.9059, loss: 3.9059, grad_norm: 2.2289 2021-06-19 02:52:56,871 - mmaction - INFO - Epoch [8][300/1879] lr: 4.162e-02, eta: 8 days, 10:34:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1812, top5_acc: 0.4066, loss_cls: 3.9122, loss: 3.9122, grad_norm: 2.1697 2021-06-19 02:53:41,674 - mmaction - INFO - Epoch [8][320/1879] lr: 4.166e-02, eta: 8 days, 10:34:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1852, top5_acc: 0.4199, loss_cls: 3.8324, loss: 3.8324, grad_norm: 2.1579 2021-06-19 02:54:26,560 - mmaction - INFO - Epoch [8][340/1879] lr: 4.169e-02, eta: 8 days, 10:33:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1801, top5_acc: 0.4047, loss_cls: 3.9231, loss: 3.9231, grad_norm: 2.2270 2021-06-19 02:55:11,310 - mmaction - INFO - Epoch [8][360/1879] lr: 4.173e-02, eta: 8 days, 10:32:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1883, top5_acc: 0.4219, loss_cls: 3.8691, loss: 3.8691, grad_norm: 2.1764 2021-06-19 02:55:56,221 - mmaction - INFO - Epoch [8][380/1879] lr: 4.177e-02, eta: 8 days, 10:31:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1906, top5_acc: 0.4172, loss_cls: 3.8885, loss: 3.8885, grad_norm: 2.1842 2021-06-19 02:56:41,085 - mmaction - INFO - Epoch [8][400/1879] lr: 4.181e-02, eta: 8 days, 10:30:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1809, top5_acc: 0.4137, loss_cls: 3.8708, loss: 3.8708, grad_norm: 2.2232 2021-06-19 02:57:26,010 - mmaction - INFO - Epoch [8][420/1879] lr: 4.185e-02, eta: 8 days, 10:30:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1875, top5_acc: 0.4125, loss_cls: 3.9156, loss: 3.9156, grad_norm: 2.1650 2021-06-19 02:58:10,833 - mmaction - INFO - Epoch [8][440/1879] lr: 4.188e-02, eta: 8 days, 10:29:25, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1785, top5_acc: 0.4000, loss_cls: 3.9432, loss: 3.9432, grad_norm: 2.1675 2021-06-19 02:58:55,622 - mmaction - INFO - Epoch [8][460/1879] lr: 4.192e-02, eta: 8 days, 10:28:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1828, top5_acc: 0.4184, loss_cls: 3.9102, loss: 3.9102, grad_norm: 2.2026 2021-06-19 02:59:40,447 - mmaction - INFO - Epoch [8][480/1879] lr: 4.196e-02, eta: 8 days, 10:27:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1895, top5_acc: 0.4125, loss_cls: 3.9407, loss: 3.9407, grad_norm: 2.2083 2021-06-19 03:00:25,285 - mmaction - INFO - Epoch [8][500/1879] lr: 4.200e-02, eta: 8 days, 10:27:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1797, top5_acc: 0.4074, loss_cls: 3.9219, loss: 3.9219, grad_norm: 2.1146 2021-06-19 03:01:10,210 - mmaction - INFO - Epoch [8][520/1879] lr: 4.204e-02, eta: 8 days, 10:26:19, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1855, top5_acc: 0.4180, loss_cls: 3.8596, loss: 3.8596, grad_norm: 2.1581 2021-06-19 03:01:54,904 - mmaction - INFO - Epoch [8][540/1879] lr: 4.208e-02, eta: 8 days, 10:25:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1770, top5_acc: 0.4035, loss_cls: 3.9306, loss: 3.9306, grad_norm: 2.2393 2021-06-19 03:02:39,628 - mmaction - INFO - Epoch [8][560/1879] lr: 4.211e-02, eta: 8 days, 10:24:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1863, top5_acc: 0.4137, loss_cls: 3.9263, loss: 3.9263, grad_norm: 2.1750 2021-06-19 03:03:24,419 - mmaction - INFO - Epoch [8][580/1879] lr: 4.215e-02, eta: 8 days, 10:23:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1805, top5_acc: 0.4031, loss_cls: 3.9540, loss: 3.9540, grad_norm: 2.0802 2021-06-19 03:04:09,154 - mmaction - INFO - Epoch [8][600/1879] lr: 4.219e-02, eta: 8 days, 10:23:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1848, top5_acc: 0.4246, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.1814 2021-06-19 03:04:53,892 - mmaction - INFO - Epoch [8][620/1879] lr: 4.223e-02, eta: 8 days, 10:22:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1938, top5_acc: 0.4070, loss_cls: 3.8900, loss: 3.8900, grad_norm: 2.1741 2021-06-19 03:05:38,648 - mmaction - INFO - Epoch [8][640/1879] lr: 4.227e-02, eta: 8 days, 10:21:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1746, top5_acc: 0.3969, loss_cls: 3.9297, loss: 3.9297, grad_norm: 2.1087 2021-06-19 03:06:23,423 - mmaction - INFO - Epoch [8][660/1879] lr: 4.230e-02, eta: 8 days, 10:20:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.1781, top5_acc: 0.4156, loss_cls: 3.9009, loss: 3.9009, grad_norm: 2.1730 2021-06-19 03:07:08,362 - mmaction - INFO - Epoch [8][680/1879] lr: 4.234e-02, eta: 8 days, 10:19:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1859, top5_acc: 0.4062, loss_cls: 3.9026, loss: 3.9026, grad_norm: 2.2257 2021-06-19 03:07:53,214 - mmaction - INFO - Epoch [8][700/1879] lr: 4.238e-02, eta: 8 days, 10:19:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1859, top5_acc: 0.4094, loss_cls: 3.9018, loss: 3.9018, grad_norm: 2.2026 2021-06-19 03:08:38,030 - mmaction - INFO - Epoch [8][720/1879] lr: 4.242e-02, eta: 8 days, 10:18:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1758, top5_acc: 0.4242, loss_cls: 3.9025, loss: 3.9025, grad_norm: 2.1443 2021-06-19 03:09:22,763 - mmaction - INFO - Epoch [8][740/1879] lr: 4.246e-02, eta: 8 days, 10:17:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1871, top5_acc: 0.4215, loss_cls: 3.8744, loss: 3.8744, grad_norm: 2.1344 2021-06-19 03:10:07,560 - mmaction - INFO - Epoch [8][760/1879] lr: 4.250e-02, eta: 8 days, 10:16:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1832, top5_acc: 0.4180, loss_cls: 3.8923, loss: 3.8923, grad_norm: 2.1622 2021-06-19 03:10:52,297 - mmaction - INFO - Epoch [8][780/1879] lr: 4.253e-02, eta: 8 days, 10:15:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1809, top5_acc: 0.4105, loss_cls: 3.9354, loss: 3.9354, grad_norm: 2.1686 2021-06-19 03:11:37,098 - mmaction - INFO - Epoch [8][800/1879] lr: 4.257e-02, eta: 8 days, 10:15:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1973, top5_acc: 0.4254, loss_cls: 3.8425, loss: 3.8425, grad_norm: 2.1643 2021-06-19 03:12:21,978 - mmaction - INFO - Epoch [8][820/1879] lr: 4.261e-02, eta: 8 days, 10:14:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1848, top5_acc: 0.4133, loss_cls: 3.9043, loss: 3.9043, grad_norm: 2.1640 2021-06-19 03:13:06,833 - mmaction - INFO - Epoch [8][840/1879] lr: 4.265e-02, eta: 8 days, 10:13:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1945, top5_acc: 0.4207, loss_cls: 3.8665, loss: 3.8665, grad_norm: 2.2075 2021-06-19 03:13:51,667 - mmaction - INFO - Epoch [8][860/1879] lr: 4.269e-02, eta: 8 days, 10:12:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.1766, top5_acc: 0.4176, loss_cls: 3.8860, loss: 3.8860, grad_norm: 2.2403 2021-06-19 03:14:36,545 - mmaction - INFO - Epoch [8][880/1879] lr: 4.272e-02, eta: 8 days, 10:12:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1867, top5_acc: 0.4160, loss_cls: 3.8745, loss: 3.8745, grad_norm: 2.1967 2021-06-19 03:15:21,293 - mmaction - INFO - Epoch [8][900/1879] lr: 4.276e-02, eta: 8 days, 10:11:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1852, top5_acc: 0.4051, loss_cls: 3.9016, loss: 3.9016, grad_norm: 2.1886 2021-06-19 03:16:05,960 - mmaction - INFO - Epoch [8][920/1879] lr: 4.280e-02, eta: 8 days, 10:10:24, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.1883, top5_acc: 0.4109, loss_cls: 3.8682, loss: 3.8682, grad_norm: 2.1556 2021-06-19 03:16:50,732 - mmaction - INFO - Epoch [8][940/1879] lr: 4.284e-02, eta: 8 days, 10:09:36, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.1938, top5_acc: 0.4160, loss_cls: 3.8507, loss: 3.8507, grad_norm: 2.1333 2021-06-19 03:17:35,424 - mmaction - INFO - Epoch [8][960/1879] lr: 4.288e-02, eta: 8 days, 10:08:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1965, top5_acc: 0.4277, loss_cls: 3.8595, loss: 3.8595, grad_norm: 2.2058 2021-06-19 03:18:20,137 - mmaction - INFO - Epoch [8][980/1879] lr: 4.292e-02, eta: 8 days, 10:07:57, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1852, top5_acc: 0.4211, loss_cls: 3.8490, loss: 3.8490, grad_norm: 2.1972 2021-06-19 03:19:04,995 - mmaction - INFO - Epoch [8][1000/1879] lr: 4.295e-02, eta: 8 days, 10:07:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1887, top5_acc: 0.4223, loss_cls: 3.8590, loss: 3.8590, grad_norm: 2.1300 2021-06-19 03:19:49,792 - mmaction - INFO - Epoch [8][1020/1879] lr: 4.299e-02, eta: 8 days, 10:06:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.1820, top5_acc: 0.4082, loss_cls: 3.9431, loss: 3.9431, grad_norm: 2.2418 2021-06-19 03:20:34,512 - mmaction - INFO - Epoch [8][1040/1879] lr: 4.303e-02, eta: 8 days, 10:05:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.1891, top5_acc: 0.4156, loss_cls: 3.8766, loss: 3.8766, grad_norm: 2.1214 2021-06-19 03:21:19,328 - mmaction - INFO - Epoch [8][1060/1879] lr: 4.307e-02, eta: 8 days, 10:04:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1832, top5_acc: 0.4098, loss_cls: 3.8901, loss: 3.8901, grad_norm: 2.1453 2021-06-19 03:22:04,071 - mmaction - INFO - Epoch [8][1080/1879] lr: 4.311e-02, eta: 8 days, 10:03:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1793, top5_acc: 0.4395, loss_cls: 3.8178, loss: 3.8178, grad_norm: 2.1792 2021-06-19 03:22:48,751 - mmaction - INFO - Epoch [8][1100/1879] lr: 4.314e-02, eta: 8 days, 10:03:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.1984, top5_acc: 0.4121, loss_cls: 3.8855, loss: 3.8855, grad_norm: 2.1822 2021-06-19 03:23:33,569 - mmaction - INFO - Epoch [8][1120/1879] lr: 4.318e-02, eta: 8 days, 10:02:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1863, top5_acc: 0.4094, loss_cls: 3.9040, loss: 3.9040, grad_norm: 2.1886 2021-06-19 03:24:18,271 - mmaction - INFO - Epoch [8][1140/1879] lr: 4.322e-02, eta: 8 days, 10:01:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2059, top5_acc: 0.4359, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.1729 2021-06-19 03:25:03,159 - mmaction - INFO - Epoch [8][1160/1879] lr: 4.326e-02, eta: 8 days, 10:00:47, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.1961, top5_acc: 0.4398, loss_cls: 3.7791, loss: 3.7791, grad_norm: 2.2022 2021-06-19 03:25:47,942 - mmaction - INFO - Epoch [8][1180/1879] lr: 4.330e-02, eta: 8 days, 9:59:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1875, top5_acc: 0.4293, loss_cls: 3.8416, loss: 3.8416, grad_norm: 2.1299 2021-06-19 03:26:32,767 - mmaction - INFO - Epoch [8][1200/1879] lr: 4.334e-02, eta: 8 days, 9:59:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1828, top5_acc: 0.4066, loss_cls: 3.9041, loss: 3.9041, grad_norm: 2.1102 2021-06-19 03:27:17,487 - mmaction - INFO - Epoch [8][1220/1879] lr: 4.337e-02, eta: 8 days, 9:58:24, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2035, top5_acc: 0.4332, loss_cls: 3.8261, loss: 3.8261, grad_norm: 2.1806 2021-06-19 03:28:02,172 - mmaction - INFO - Epoch [8][1240/1879] lr: 4.341e-02, eta: 8 days, 9:57:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2004, top5_acc: 0.4191, loss_cls: 3.8719, loss: 3.8719, grad_norm: 2.1547 2021-06-19 03:28:46,866 - mmaction - INFO - Epoch [8][1260/1879] lr: 4.345e-02, eta: 8 days, 9:56:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1824, top5_acc: 0.4273, loss_cls: 3.8810, loss: 3.8810, grad_norm: 2.1498 2021-06-19 03:29:31,783 - mmaction - INFO - Epoch [8][1280/1879] lr: 4.349e-02, eta: 8 days, 9:55:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.1922, top5_acc: 0.4137, loss_cls: 3.8912, loss: 3.8912, grad_norm: 2.1118 2021-06-19 03:30:16,580 - mmaction - INFO - Epoch [8][1300/1879] lr: 4.353e-02, eta: 8 days, 9:55:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1867, top5_acc: 0.4242, loss_cls: 3.8311, loss: 3.8311, grad_norm: 2.2045 2021-06-19 03:31:01,158 - mmaction - INFO - Epoch [8][1320/1879] lr: 4.356e-02, eta: 8 days, 9:54:20, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.1914, top5_acc: 0.4180, loss_cls: 3.8633, loss: 3.8633, grad_norm: 2.1976 2021-06-19 03:31:46,027 - mmaction - INFO - Epoch [8][1340/1879] lr: 4.360e-02, eta: 8 days, 9:53:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1961, top5_acc: 0.4180, loss_cls: 3.8710, loss: 3.8710, grad_norm: 2.1407 2021-06-19 03:32:30,785 - mmaction - INFO - Epoch [8][1360/1879] lr: 4.364e-02, eta: 8 days, 9:52:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1930, top5_acc: 0.4273, loss_cls: 3.8138, loss: 3.8138, grad_norm: 2.1707 2021-06-19 03:33:15,681 - mmaction - INFO - Epoch [8][1380/1879] lr: 4.368e-02, eta: 8 days, 9:52:01, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.1957, top5_acc: 0.4215, loss_cls: 3.8253, loss: 3.8253, grad_norm: 2.1846 2021-06-19 03:34:00,382 - mmaction - INFO - Epoch [8][1400/1879] lr: 4.372e-02, eta: 8 days, 9:51:12, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.1844, top5_acc: 0.4035, loss_cls: 3.8921, loss: 3.8921, grad_norm: 2.2160 2021-06-19 03:34:45,212 - mmaction - INFO - Epoch [8][1420/1879] lr: 4.375e-02, eta: 8 days, 9:50:25, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1840, top5_acc: 0.4258, loss_cls: 3.8150, loss: 3.8150, grad_norm: 2.1472 2021-06-19 03:35:30,003 - mmaction - INFO - Epoch [8][1440/1879] lr: 4.379e-02, eta: 8 days, 9:49:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1832, top5_acc: 0.4176, loss_cls: 3.8607, loss: 3.8607, grad_norm: 2.2332 2021-06-19 03:36:14,761 - mmaction - INFO - Epoch [8][1460/1879] lr: 4.383e-02, eta: 8 days, 9:48:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.1996, top5_acc: 0.4363, loss_cls: 3.8197, loss: 3.8197, grad_norm: 2.2658 2021-06-19 03:36:59,533 - mmaction - INFO - Epoch [8][1480/1879] lr: 4.387e-02, eta: 8 days, 9:48:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2031, top5_acc: 0.4289, loss_cls: 3.8398, loss: 3.8398, grad_norm: 2.2391 2021-06-19 03:37:44,462 - mmaction - INFO - Epoch [8][1500/1879] lr: 4.391e-02, eta: 8 days, 9:47:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.1758, top5_acc: 0.4113, loss_cls: 3.9168, loss: 3.9168, grad_norm: 2.1689 2021-06-19 03:38:29,245 - mmaction - INFO - Epoch [8][1520/1879] lr: 4.395e-02, eta: 8 days, 9:46:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2020, top5_acc: 0.4148, loss_cls: 3.8486, loss: 3.8486, grad_norm: 2.1360 2021-06-19 03:39:14,039 - mmaction - INFO - Epoch [8][1540/1879] lr: 4.398e-02, eta: 8 days, 9:45:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.1844, top5_acc: 0.4348, loss_cls: 3.8594, loss: 3.8594, grad_norm: 2.1833 2021-06-19 03:39:58,785 - mmaction - INFO - Epoch [8][1560/1879] lr: 4.402e-02, eta: 8 days, 9:44:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.8226, loss: 3.8226, grad_norm: 2.2254 2021-06-19 03:40:43,551 - mmaction - INFO - Epoch [8][1580/1879] lr: 4.406e-02, eta: 8 days, 9:44:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2004, top5_acc: 0.4180, loss_cls: 3.8378, loss: 3.8378, grad_norm: 2.1467 2021-06-19 03:41:28,247 - mmaction - INFO - Epoch [8][1600/1879] lr: 4.410e-02, eta: 8 days, 9:43:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1965, top5_acc: 0.4238, loss_cls: 3.8279, loss: 3.8279, grad_norm: 2.2730 2021-06-19 03:42:13,076 - mmaction - INFO - Epoch [8][1620/1879] lr: 4.414e-02, eta: 8 days, 9:42:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.1828, top5_acc: 0.4086, loss_cls: 3.8667, loss: 3.8667, grad_norm: 2.1454 2021-06-19 03:42:57,944 - mmaction - INFO - Epoch [8][1640/1879] lr: 4.417e-02, eta: 8 days, 9:41:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1988, top5_acc: 0.4277, loss_cls: 3.8559, loss: 3.8559, grad_norm: 2.1612 2021-06-19 03:43:42,673 - mmaction - INFO - Epoch [8][1660/1879] lr: 4.421e-02, eta: 8 days, 9:40:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2160, top5_acc: 0.4313, loss_cls: 3.7974, loss: 3.7974, grad_norm: 2.2389 2021-06-19 03:44:27,511 - mmaction - INFO - Epoch [8][1680/1879] lr: 4.425e-02, eta: 8 days, 9:40:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.1848, top5_acc: 0.4211, loss_cls: 3.8660, loss: 3.8660, grad_norm: 2.2550 2021-06-19 03:45:12,322 - mmaction - INFO - Epoch [8][1700/1879] lr: 4.429e-02, eta: 8 days, 9:39:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1918, top5_acc: 0.4227, loss_cls: 3.8367, loss: 3.8367, grad_norm: 2.1364 2021-06-19 03:45:57,059 - mmaction - INFO - Epoch [8][1720/1879] lr: 4.433e-02, eta: 8 days, 9:38:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.1902, top5_acc: 0.4273, loss_cls: 3.8260, loss: 3.8260, grad_norm: 2.1412 2021-06-19 03:46:41,601 - mmaction - INFO - Epoch [8][1740/1879] lr: 4.437e-02, eta: 8 days, 9:37:42, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.1938, top5_acc: 0.4246, loss_cls: 3.7982, loss: 3.7982, grad_norm: 2.2246 2021-06-19 03:47:26,456 - mmaction - INFO - Epoch [8][1760/1879] lr: 4.440e-02, eta: 8 days, 9:36:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2016, top5_acc: 0.4316, loss_cls: 3.7870, loss: 3.7870, grad_norm: 2.1737 2021-06-19 03:48:11,357 - mmaction - INFO - Epoch [8][1780/1879] lr: 4.444e-02, eta: 8 days, 9:36:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2035, top5_acc: 0.4402, loss_cls: 3.7817, loss: 3.7817, grad_norm: 2.2260 2021-06-19 03:48:56,062 - mmaction - INFO - Epoch [8][1800/1879] lr: 4.448e-02, eta: 8 days, 9:35:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.1996, top5_acc: 0.4340, loss_cls: 3.8166, loss: 3.8166, grad_norm: 2.2151 2021-06-19 03:49:40,843 - mmaction - INFO - Epoch [8][1820/1879] lr: 4.452e-02, eta: 8 days, 9:34:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.1926, top5_acc: 0.4340, loss_cls: 3.8513, loss: 3.8513, grad_norm: 2.1317 2021-06-19 03:50:25,587 - mmaction - INFO - Epoch [8][1840/1879] lr: 4.456e-02, eta: 8 days, 9:33:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.1945, top5_acc: 0.4355, loss_cls: 3.7784, loss: 3.7784, grad_norm: 2.1495 2021-06-19 03:51:10,469 - mmaction - INFO - Epoch [8][1860/1879] lr: 4.459e-02, eta: 8 days, 9:33:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1992, top5_acc: 0.4332, loss_cls: 3.7892, loss: 3.7892, grad_norm: 2.2178 2021-06-19 03:51:53,617 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-06-19 03:53:22,780 - mmaction - INFO - Epoch [9][20/1879] lr: 4.462e-02, eta: 8 days, 9:31:59, time: 4.436, data_time: 2.118, memory: 7544, top1_acc: 0.2016, top5_acc: 0.4352, loss_cls: 3.7923, loss: 3.7923, grad_norm: 2.1451 2021-06-19 03:54:07,710 - mmaction - INFO - Epoch [9][40/1879] lr: 4.466e-02, eta: 8 days, 9:31:15, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.1988, top5_acc: 0.4277, loss_cls: 3.8168, loss: 3.8168, grad_norm: 2.1808 2021-06-19 03:54:52,618 - mmaction - INFO - Epoch [9][60/1879] lr: 4.469e-02, eta: 8 days, 9:30:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2027, top5_acc: 0.4367, loss_cls: 3.7881, loss: 3.7881, grad_norm: 2.1687 2021-06-19 03:55:37,490 - mmaction - INFO - Epoch [9][80/1879] lr: 4.473e-02, eta: 8 days, 9:29:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2008, top5_acc: 0.4340, loss_cls: 3.8165, loss: 3.8165, grad_norm: 2.2908 2021-06-19 03:56:22,348 - mmaction - INFO - Epoch [9][100/1879] lr: 4.477e-02, eta: 8 days, 9:28:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1945, top5_acc: 0.4313, loss_cls: 3.7977, loss: 3.7977, grad_norm: 2.2005 2021-06-19 03:57:07,093 - mmaction - INFO - Epoch [9][120/1879] lr: 4.481e-02, eta: 8 days, 9:28:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2012, top5_acc: 0.4336, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.2357 2021-06-19 03:57:51,958 - mmaction - INFO - Epoch [9][140/1879] lr: 4.485e-02, eta: 8 days, 9:27:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2207, top5_acc: 0.4531, loss_cls: 3.7544, loss: 3.7544, grad_norm: 2.2270 2021-06-19 03:58:36,810 - mmaction - INFO - Epoch [9][160/1879] lr: 4.489e-02, eta: 8 days, 9:26:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2098, top5_acc: 0.4543, loss_cls: 3.7270, loss: 3.7270, grad_norm: 2.1665 2021-06-19 03:59:21,694 - mmaction - INFO - Epoch [9][180/1879] lr: 4.492e-02, eta: 8 days, 9:25:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1953, top5_acc: 0.4262, loss_cls: 3.8547, loss: 3.8547, grad_norm: 2.1715 2021-06-19 04:00:06,553 - mmaction - INFO - Epoch [9][200/1879] lr: 4.496e-02, eta: 8 days, 9:25:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.1840, top5_acc: 0.4250, loss_cls: 3.8495, loss: 3.8495, grad_norm: 2.1846 2021-06-19 04:00:51,502 - mmaction - INFO - Epoch [9][220/1879] lr: 4.500e-02, eta: 8 days, 9:24:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.1824, top5_acc: 0.4277, loss_cls: 3.8150, loss: 3.8150, grad_norm: 2.1595 2021-06-19 04:01:36,418 - mmaction - INFO - Epoch [9][240/1879] lr: 4.504e-02, eta: 8 days, 9:23:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1996, top5_acc: 0.4316, loss_cls: 3.7695, loss: 3.7695, grad_norm: 2.1464 2021-06-19 04:02:21,291 - mmaction - INFO - Epoch [9][260/1879] lr: 4.508e-02, eta: 8 days, 9:22:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2004, top5_acc: 0.4473, loss_cls: 3.7585, loss: 3.7585, grad_norm: 2.1574 2021-06-19 04:03:06,205 - mmaction - INFO - Epoch [9][280/1879] lr: 4.511e-02, eta: 8 days, 9:22:09, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2008, top5_acc: 0.4324, loss_cls: 3.7944, loss: 3.7944, grad_norm: 2.2066 2021-06-19 04:03:51,110 - mmaction - INFO - Epoch [9][300/1879] lr: 4.515e-02, eta: 8 days, 9:21:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.1980, top5_acc: 0.4355, loss_cls: 3.7692, loss: 3.7692, grad_norm: 2.2142 2021-06-19 04:04:35,958 - mmaction - INFO - Epoch [9][320/1879] lr: 4.519e-02, eta: 8 days, 9:20:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2043, top5_acc: 0.4445, loss_cls: 3.7750, loss: 3.7750, grad_norm: 2.1264 2021-06-19 04:05:20,809 - mmaction - INFO - Epoch [9][340/1879] lr: 4.523e-02, eta: 8 days, 9:19:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.1836, top5_acc: 0.4242, loss_cls: 3.8565, loss: 3.8565, grad_norm: 2.1340 2021-06-19 04:06:05,556 - mmaction - INFO - Epoch [9][360/1879] lr: 4.527e-02, eta: 8 days, 9:19:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2020, top5_acc: 0.4406, loss_cls: 3.7946, loss: 3.7946, grad_norm: 2.1457 2021-06-19 04:06:50,336 - mmaction - INFO - Epoch [9][380/1879] lr: 4.530e-02, eta: 8 days, 9:18:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2051, top5_acc: 0.4367, loss_cls: 3.8347, loss: 3.8347, grad_norm: 2.1706 2021-06-19 04:07:35,116 - mmaction - INFO - Epoch [9][400/1879] lr: 4.534e-02, eta: 8 days, 9:17:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2059, top5_acc: 0.4238, loss_cls: 3.8066, loss: 3.8066, grad_norm: 2.0851 2021-06-19 04:08:19,877 - mmaction - INFO - Epoch [9][420/1879] lr: 4.538e-02, eta: 8 days, 9:16:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2031, top5_acc: 0.4367, loss_cls: 3.7746, loss: 3.7746, grad_norm: 2.1400 2021-06-19 04:09:04,514 - mmaction - INFO - Epoch [9][440/1879] lr: 4.542e-02, eta: 8 days, 9:15:52, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.1980, top5_acc: 0.4434, loss_cls: 3.7706, loss: 3.7706, grad_norm: 2.1697 2021-06-19 04:09:49,399 - mmaction - INFO - Epoch [9][460/1879] lr: 4.546e-02, eta: 8 days, 9:15:06, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2145, top5_acc: 0.4477, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.2099 2021-06-19 04:10:34,328 - mmaction - INFO - Epoch [9][480/1879] lr: 4.550e-02, eta: 8 days, 9:14:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2168, top5_acc: 0.4531, loss_cls: 3.7176, loss: 3.7176, grad_norm: 2.1228 2021-06-19 04:11:19,006 - mmaction - INFO - Epoch [9][500/1879] lr: 4.553e-02, eta: 8 days, 9:13:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2098, top5_acc: 0.4449, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.1969 2021-06-19 04:12:03,793 - mmaction - INFO - Epoch [9][520/1879] lr: 4.557e-02, eta: 8 days, 9:12:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2125, top5_acc: 0.4383, loss_cls: 3.7613, loss: 3.7613, grad_norm: 2.1639 2021-06-19 04:12:48,621 - mmaction - INFO - Epoch [9][540/1879] lr: 4.561e-02, eta: 8 days, 9:11:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2047, top5_acc: 0.4336, loss_cls: 3.7948, loss: 3.7948, grad_norm: 2.2234 2021-06-19 04:13:33,250 - mmaction - INFO - Epoch [9][560/1879] lr: 4.565e-02, eta: 8 days, 9:11:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.2070, top5_acc: 0.4437, loss_cls: 3.7364, loss: 3.7364, grad_norm: 2.1239 2021-06-19 04:14:18,116 - mmaction - INFO - Epoch [9][580/1879] lr: 4.569e-02, eta: 8 days, 9:10:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2016, top5_acc: 0.4457, loss_cls: 3.7306, loss: 3.7306, grad_norm: 2.1987 2021-06-19 04:15:03,049 - mmaction - INFO - Epoch [9][600/1879] lr: 4.572e-02, eta: 8 days, 9:09:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2043, top5_acc: 0.4508, loss_cls: 3.7478, loss: 3.7478, grad_norm: 2.1864 2021-06-19 04:15:48,014 - mmaction - INFO - Epoch [9][620/1879] lr: 4.576e-02, eta: 8 days, 9:08:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2012, top5_acc: 0.4375, loss_cls: 3.7791, loss: 3.7791, grad_norm: 2.2019 2021-06-19 04:16:32,800 - mmaction - INFO - Epoch [9][640/1879] lr: 4.580e-02, eta: 8 days, 9:08:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2074, top5_acc: 0.4398, loss_cls: 3.7930, loss: 3.7930, grad_norm: 2.1082 2021-06-19 04:17:17,518 - mmaction - INFO - Epoch [9][660/1879] lr: 4.584e-02, eta: 8 days, 9:07:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2191, top5_acc: 0.4457, loss_cls: 3.7577, loss: 3.7577, grad_norm: 2.1511 2021-06-19 04:18:02,205 - mmaction - INFO - Epoch [9][680/1879] lr: 4.588e-02, eta: 8 days, 9:06:30, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.1992, top5_acc: 0.4402, loss_cls: 3.8095, loss: 3.8095, grad_norm: 2.1710 2021-06-19 04:18:46,823 - mmaction - INFO - Epoch [9][700/1879] lr: 4.591e-02, eta: 8 days, 9:05:40, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.2098, top5_acc: 0.4480, loss_cls: 3.7633, loss: 3.7633, grad_norm: 2.1147 2021-06-19 04:19:31,535 - mmaction - INFO - Epoch [9][720/1879] lr: 4.595e-02, eta: 8 days, 9:04:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2078, top5_acc: 0.4531, loss_cls: 3.7331, loss: 3.7331, grad_norm: 2.1265 2021-06-19 04:20:16,407 - mmaction - INFO - Epoch [9][740/1879] lr: 4.599e-02, eta: 8 days, 9:04:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.1898, top5_acc: 0.4285, loss_cls: 3.8469, loss: 3.8469, grad_norm: 2.1629 2021-06-19 04:21:01,172 - mmaction - INFO - Epoch [9][760/1879] lr: 4.603e-02, eta: 8 days, 9:03:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2027, top5_acc: 0.4465, loss_cls: 3.7355, loss: 3.7355, grad_norm: 2.1161 2021-06-19 04:21:45,923 - mmaction - INFO - Epoch [9][780/1879] lr: 4.607e-02, eta: 8 days, 9:02:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2023, top5_acc: 0.4539, loss_cls: 3.7994, loss: 3.7994, grad_norm: 2.1201 2021-06-19 04:22:30,630 - mmaction - INFO - Epoch [9][800/1879] lr: 4.611e-02, eta: 8 days, 9:01:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2234, top5_acc: 0.4492, loss_cls: 3.7141, loss: 3.7141, grad_norm: 2.1646 2021-06-19 04:23:15,257 - mmaction - INFO - Epoch [9][820/1879] lr: 4.614e-02, eta: 8 days, 9:00:51, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.7569, loss: 3.7569, grad_norm: 2.1331 2021-06-19 04:24:00,067 - mmaction - INFO - Epoch [9][840/1879] lr: 4.618e-02, eta: 8 days, 9:00:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2047, top5_acc: 0.4488, loss_cls: 3.7255, loss: 3.7255, grad_norm: 2.1388 2021-06-19 04:24:44,873 - mmaction - INFO - Epoch [9][860/1879] lr: 4.622e-02, eta: 8 days, 8:59:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.6929, loss: 3.6929, grad_norm: 2.1197 2021-06-19 04:25:29,695 - mmaction - INFO - Epoch [9][880/1879] lr: 4.626e-02, eta: 8 days, 8:58:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2117, top5_acc: 0.4418, loss_cls: 3.7505, loss: 3.7505, grad_norm: 2.1089 2021-06-19 04:26:14,630 - mmaction - INFO - Epoch [9][900/1879] lr: 4.630e-02, eta: 8 days, 8:57:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2176, top5_acc: 0.4414, loss_cls: 3.7095, loss: 3.7095, grad_norm: 2.1510 2021-06-19 04:26:59,435 - mmaction - INFO - Epoch [9][920/1879] lr: 4.633e-02, eta: 8 days, 8:57:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2070, top5_acc: 0.4324, loss_cls: 3.7693, loss: 3.7693, grad_norm: 2.1411 2021-06-19 04:27:44,200 - mmaction - INFO - Epoch [9][940/1879] lr: 4.637e-02, eta: 8 days, 8:56:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2074, top5_acc: 0.4480, loss_cls: 3.7465, loss: 3.7465, grad_norm: 2.1805 2021-06-19 04:28:29,017 - mmaction - INFO - Epoch [9][960/1879] lr: 4.641e-02, eta: 8 days, 8:55:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2148, top5_acc: 0.4496, loss_cls: 3.7352, loss: 3.7352, grad_norm: 2.1755 2021-06-19 04:29:13,892 - mmaction - INFO - Epoch [9][980/1879] lr: 4.645e-02, eta: 8 days, 8:54:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2082, top5_acc: 0.4387, loss_cls: 3.7525, loss: 3.7525, grad_norm: 2.1311 2021-06-19 04:29:58,611 - mmaction - INFO - Epoch [9][1000/1879] lr: 4.649e-02, eta: 8 days, 8:53:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2066, top5_acc: 0.4730, loss_cls: 3.6796, loss: 3.6796, grad_norm: 2.1546 2021-06-19 04:30:43,475 - mmaction - INFO - Epoch [9][1020/1879] lr: 4.652e-02, eta: 8 days, 8:53:07, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2188, top5_acc: 0.4457, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.1441 2021-06-19 04:31:28,332 - mmaction - INFO - Epoch [9][1040/1879] lr: 4.656e-02, eta: 8 days, 8:52:21, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2270, top5_acc: 0.4629, loss_cls: 3.6952, loss: 3.6952, grad_norm: 2.2009 2021-06-19 04:32:13,178 - mmaction - INFO - Epoch [9][1060/1879] lr: 4.660e-02, eta: 8 days, 8:51:36, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2320, top5_acc: 0.4562, loss_cls: 3.7224, loss: 3.7224, grad_norm: 2.1857 2021-06-19 04:32:57,991 - mmaction - INFO - Epoch [9][1080/1879] lr: 4.664e-02, eta: 8 days, 8:50:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2105, top5_acc: 0.4430, loss_cls: 3.7666, loss: 3.7666, grad_norm: 2.1661 2021-06-19 04:33:42,808 - mmaction - INFO - Epoch [9][1100/1879] lr: 4.668e-02, eta: 8 days, 8:50:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.1969, top5_acc: 0.4383, loss_cls: 3.7805, loss: 3.7805, grad_norm: 2.1131 2021-06-19 04:34:27,616 - mmaction - INFO - Epoch [9][1120/1879] lr: 4.672e-02, eta: 8 days, 8:49:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2070, top5_acc: 0.4488, loss_cls: 3.7322, loss: 3.7322, grad_norm: 2.1180 2021-06-19 04:35:12,408 - mmaction - INFO - Epoch [9][1140/1879] lr: 4.675e-02, eta: 8 days, 8:48:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2090, top5_acc: 0.4477, loss_cls: 3.7674, loss: 3.7674, grad_norm: 2.1442 2021-06-19 04:35:57,269 - mmaction - INFO - Epoch [9][1160/1879] lr: 4.679e-02, eta: 8 days, 8:47:43, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2094, top5_acc: 0.4555, loss_cls: 3.7159, loss: 3.7159, grad_norm: 2.1718 2021-06-19 04:36:41,985 - mmaction - INFO - Epoch [9][1180/1879] lr: 4.683e-02, eta: 8 days, 8:46:55, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7346, loss: 3.7346, grad_norm: 2.0965 2021-06-19 04:37:26,837 - mmaction - INFO - Epoch [9][1200/1879] lr: 4.687e-02, eta: 8 days, 8:46:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2055, top5_acc: 0.4352, loss_cls: 3.7950, loss: 3.7950, grad_norm: 2.1561 2021-06-19 04:38:11,692 - mmaction - INFO - Epoch [9][1220/1879] lr: 4.691e-02, eta: 8 days, 8:45:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2027, top5_acc: 0.4461, loss_cls: 3.7335, loss: 3.7335, grad_norm: 2.1599 2021-06-19 04:38:56,509 - mmaction - INFO - Epoch [9][1240/1879] lr: 4.694e-02, eta: 8 days, 8:44:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2066, top5_acc: 0.4516, loss_cls: 3.7104, loss: 3.7104, grad_norm: 2.1506 2021-06-19 04:39:41,226 - mmaction - INFO - Epoch [9][1260/1879] lr: 4.698e-02, eta: 8 days, 8:43:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2137, top5_acc: 0.4492, loss_cls: 3.6922, loss: 3.6922, grad_norm: 2.1858 2021-06-19 04:40:26,057 - mmaction - INFO - Epoch [9][1280/1879] lr: 4.702e-02, eta: 8 days, 8:43:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2164, top5_acc: 0.4547, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.1477 2021-06-19 04:41:10,848 - mmaction - INFO - Epoch [9][1300/1879] lr: 4.706e-02, eta: 8 days, 8:42:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2203, top5_acc: 0.4598, loss_cls: 3.6748, loss: 3.6748, grad_norm: 2.1867 2021-06-19 04:41:55,608 - mmaction - INFO - Epoch [9][1320/1879] lr: 4.710e-02, eta: 8 days, 8:41:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2109, top5_acc: 0.4496, loss_cls: 3.7318, loss: 3.7318, grad_norm: 2.1944 2021-06-19 04:42:40,431 - mmaction - INFO - Epoch [9][1340/1879] lr: 4.713e-02, eta: 8 days, 8:40:42, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2086, top5_acc: 0.4598, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.1218 2021-06-19 04:43:25,115 - mmaction - INFO - Epoch [9][1360/1879] lr: 4.717e-02, eta: 8 days, 8:39:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2160, top5_acc: 0.4531, loss_cls: 3.7030, loss: 3.7030, grad_norm: 2.1456 2021-06-19 04:44:09,905 - mmaction - INFO - Epoch [9][1380/1879] lr: 4.721e-02, eta: 8 days, 8:39:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2031, top5_acc: 0.4484, loss_cls: 3.7234, loss: 3.7234, grad_norm: 2.4641 2021-06-19 04:44:54,756 - mmaction - INFO - Epoch [9][1400/1879] lr: 4.725e-02, eta: 8 days, 8:38:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2004, top5_acc: 0.4348, loss_cls: 3.7752, loss: 3.7752, grad_norm: 2.2355 2021-06-19 04:45:39,625 - mmaction - INFO - Epoch [9][1420/1879] lr: 4.729e-02, eta: 8 days, 8:37:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2285, top5_acc: 0.4586, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.1646 2021-06-19 04:46:24,330 - mmaction - INFO - Epoch [9][1440/1879] lr: 4.733e-02, eta: 8 days, 8:36:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2168, top5_acc: 0.4480, loss_cls: 3.7681, loss: 3.7681, grad_norm: 2.1805 2021-06-19 04:47:09,115 - mmaction - INFO - Epoch [9][1460/1879] lr: 4.736e-02, eta: 8 days, 8:35:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2133, top5_acc: 0.4340, loss_cls: 3.8146, loss: 3.8146, grad_norm: 2.1099 2021-06-19 04:47:53,922 - mmaction - INFO - Epoch [9][1480/1879] lr: 4.740e-02, eta: 8 days, 8:35:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2078, top5_acc: 0.4512, loss_cls: 3.7612, loss: 3.7612, grad_norm: 2.1566 2021-06-19 04:48:38,820 - mmaction - INFO - Epoch [9][1500/1879] lr: 4.744e-02, eta: 8 days, 8:34:28, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2156, top5_acc: 0.4570, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.1445 2021-06-19 04:49:23,601 - mmaction - INFO - Epoch [9][1520/1879] lr: 4.748e-02, eta: 8 days, 8:33:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2121, top5_acc: 0.4410, loss_cls: 3.7527, loss: 3.7527, grad_norm: 2.1679 2021-06-19 04:50:08,452 - mmaction - INFO - Epoch [9][1540/1879] lr: 4.752e-02, eta: 8 days, 8:32:55, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2215, top5_acc: 0.4570, loss_cls: 3.6943, loss: 3.6943, grad_norm: 2.1636 2021-06-19 04:50:53,149 - mmaction - INFO - Epoch [9][1560/1879] lr: 4.755e-02, eta: 8 days, 8:32:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2035, top5_acc: 0.4500, loss_cls: 3.7473, loss: 3.7473, grad_norm: 2.1599 2021-06-19 04:51:37,978 - mmaction - INFO - Epoch [9][1580/1879] lr: 4.759e-02, eta: 8 days, 8:31:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2051, top5_acc: 0.4508, loss_cls: 3.7281, loss: 3.7281, grad_norm: 2.1844 2021-06-19 04:52:22,743 - mmaction - INFO - Epoch [9][1600/1879] lr: 4.763e-02, eta: 8 days, 8:30:33, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2156, top5_acc: 0.4641, loss_cls: 3.6923, loss: 3.6923, grad_norm: 2.1282 2021-06-19 04:53:07,548 - mmaction - INFO - Epoch [9][1620/1879] lr: 4.767e-02, eta: 8 days, 8:29:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2270, top5_acc: 0.4559, loss_cls: 3.6898, loss: 3.6898, grad_norm: 2.1914 2021-06-19 04:53:52,386 - mmaction - INFO - Epoch [9][1640/1879] lr: 4.771e-02, eta: 8 days, 8:29:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2117, top5_acc: 0.4590, loss_cls: 3.7056, loss: 3.7056, grad_norm: 2.2251 2021-06-19 04:54:37,262 - mmaction - INFO - Epoch [9][1660/1879] lr: 4.775e-02, eta: 8 days, 8:28:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2004, top5_acc: 0.4414, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.1181 2021-06-19 04:55:22,022 - mmaction - INFO - Epoch [9][1680/1879] lr: 4.778e-02, eta: 8 days, 8:27:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2070, top5_acc: 0.4449, loss_cls: 3.7112, loss: 3.7112, grad_norm: 2.1477 2021-06-19 04:56:06,798 - mmaction - INFO - Epoch [9][1700/1879] lr: 4.782e-02, eta: 8 days, 8:26:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2113, top5_acc: 0.4531, loss_cls: 3.7261, loss: 3.7261, grad_norm: 2.1269 2021-06-19 04:56:51,647 - mmaction - INFO - Epoch [9][1720/1879] lr: 4.786e-02, eta: 8 days, 8:25:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2148, top5_acc: 0.4465, loss_cls: 3.7223, loss: 3.7223, grad_norm: 2.1526 2021-06-19 04:57:36,423 - mmaction - INFO - Epoch [9][1740/1879] lr: 4.790e-02, eta: 8 days, 8:25:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2027, top5_acc: 0.4531, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.1607 2021-06-19 04:58:21,189 - mmaction - INFO - Epoch [9][1760/1879] lr: 4.794e-02, eta: 8 days, 8:24:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2109, top5_acc: 0.4746, loss_cls: 3.6714, loss: 3.6714, grad_norm: 2.1528 2021-06-19 04:59:05,999 - mmaction - INFO - Epoch [9][1780/1879] lr: 4.797e-02, eta: 8 days, 8:23:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2094, top5_acc: 0.4465, loss_cls: 3.7023, loss: 3.7023, grad_norm: 2.1897 2021-06-19 04:59:50,800 - mmaction - INFO - Epoch [9][1800/1879] lr: 4.801e-02, eta: 8 days, 8:22:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2258, top5_acc: 0.4602, loss_cls: 3.6881, loss: 3.6881, grad_norm: 2.1667 2021-06-19 05:00:35,468 - mmaction - INFO - Epoch [9][1820/1879] lr: 4.805e-02, eta: 8 days, 8:21:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2039, top5_acc: 0.4453, loss_cls: 3.7254, loss: 3.7254, grad_norm: 2.1440 2021-06-19 05:01:20,319 - mmaction - INFO - Epoch [9][1840/1879] lr: 4.809e-02, eta: 8 days, 8:21:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2000, top5_acc: 0.4645, loss_cls: 3.7234, loss: 3.7234, grad_norm: 2.2095 2021-06-19 05:02:05,109 - mmaction - INFO - Epoch [9][1860/1879] lr: 4.813e-02, eta: 8 days, 8:20:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2164, top5_acc: 0.4500, loss_cls: 3.6900, loss: 3.6900, grad_norm: 2.1071 2021-06-19 05:02:48,186 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-06-19 05:04:18,166 - mmaction - INFO - Epoch [10][20/1879] lr: 4.814e-02, eta: 8 days, 8:19:35, time: 4.473, data_time: 2.109, memory: 7544, top1_acc: 0.2109, top5_acc: 0.4773, loss_cls: 3.6398, loss: 3.6398, grad_norm: 2.1796 2021-06-19 05:05:03,192 - mmaction - INFO - Epoch [10][40/1879] lr: 4.818e-02, eta: 8 days, 8:18:53, time: 2.251, data_time: 0.003, memory: 7544, top1_acc: 0.2070, top5_acc: 0.4492, loss_cls: 3.7180, loss: 3.7180, grad_norm: 2.1365 2021-06-19 05:05:48,286 - mmaction - INFO - Epoch [10][60/1879] lr: 4.821e-02, eta: 8 days, 8:18:11, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.2211, top5_acc: 0.4672, loss_cls: 3.6454, loss: 3.6454, grad_norm: 2.1727 2021-06-19 05:06:33,264 - mmaction - INFO - Epoch [10][80/1879] lr: 4.825e-02, eta: 8 days, 8:17:28, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2117, top5_acc: 0.4508, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.2189 2021-06-19 05:07:18,133 - mmaction - INFO - Epoch [10][100/1879] lr: 4.829e-02, eta: 8 days, 8:16:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2059, top5_acc: 0.4633, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.1452 2021-06-19 05:08:03,119 - mmaction - INFO - Epoch [10][120/1879] lr: 4.833e-02, eta: 8 days, 8:16:00, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2133, top5_acc: 0.4480, loss_cls: 3.7052, loss: 3.7052, grad_norm: 2.0905 2021-06-19 05:08:47,980 - mmaction - INFO - Epoch [10][140/1879] lr: 4.837e-02, eta: 8 days, 8:15:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2117, top5_acc: 0.4551, loss_cls: 3.7050, loss: 3.7050, grad_norm: 2.1871 2021-06-19 05:09:32,867 - mmaction - INFO - Epoch [10][160/1879] lr: 4.840e-02, eta: 8 days, 8:14:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2176, top5_acc: 0.4676, loss_cls: 3.6645, loss: 3.6645, grad_norm: 2.1781 2021-06-19 05:10:17,794 - mmaction - INFO - Epoch [10][180/1879] lr: 4.844e-02, eta: 8 days, 8:13:45, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2340, top5_acc: 0.4852, loss_cls: 3.6229, loss: 3.6229, grad_norm: 2.1701 2021-06-19 05:11:02,668 - mmaction - INFO - Epoch [10][200/1879] lr: 4.848e-02, eta: 8 days, 8:13:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2215, top5_acc: 0.4566, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.1884 2021-06-19 05:11:47,567 - mmaction - INFO - Epoch [10][220/1879] lr: 4.852e-02, eta: 8 days, 8:12:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2254, top5_acc: 0.4613, loss_cls: 3.6495, loss: 3.6495, grad_norm: 2.1752 2021-06-19 05:12:32,468 - mmaction - INFO - Epoch [10][240/1879] lr: 4.856e-02, eta: 8 days, 8:11:30, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2227, top5_acc: 0.4562, loss_cls: 3.6988, loss: 3.6988, grad_norm: 2.1376 2021-06-19 05:13:17,366 - mmaction - INFO - Epoch [10][260/1879] lr: 4.860e-02, eta: 8 days, 8:10:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2215, top5_acc: 0.4719, loss_cls: 3.6440, loss: 3.6440, grad_norm: 2.1815 2021-06-19 05:14:02,164 - mmaction - INFO - Epoch [10][280/1879] lr: 4.863e-02, eta: 8 days, 8:09:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2262, top5_acc: 0.4668, loss_cls: 3.6553, loss: 3.6553, grad_norm: 2.2388 2021-06-19 05:14:47,102 - mmaction - INFO - Epoch [10][300/1879] lr: 4.867e-02, eta: 8 days, 8:09:15, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.2207, top5_acc: 0.4566, loss_cls: 3.7034, loss: 3.7034, grad_norm: 2.1164 2021-06-19 05:15:32,079 - mmaction - INFO - Epoch [10][320/1879] lr: 4.871e-02, eta: 8 days, 8:08:31, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.2254, top5_acc: 0.4691, loss_cls: 3.6452, loss: 3.6452, grad_norm: 2.1664 2021-06-19 05:16:16,898 - mmaction - INFO - Epoch [10][340/1879] lr: 4.875e-02, eta: 8 days, 8:07:45, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2336, top5_acc: 0.4598, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.1411 2021-06-19 05:17:01,738 - mmaction - INFO - Epoch [10][360/1879] lr: 4.879e-02, eta: 8 days, 8:06:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2297, top5_acc: 0.4688, loss_cls: 3.6544, loss: 3.6544, grad_norm: 2.1682 2021-06-19 05:17:46,567 - mmaction - INFO - Epoch [10][380/1879] lr: 4.882e-02, eta: 8 days, 8:06:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2258, top5_acc: 0.4598, loss_cls: 3.6726, loss: 3.6726, grad_norm: 2.2062 2021-06-19 05:18:31,396 - mmaction - INFO - Epoch [10][400/1879] lr: 4.886e-02, eta: 8 days, 8:05:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2168, top5_acc: 0.4602, loss_cls: 3.6829, loss: 3.6829, grad_norm: 2.1593 2021-06-19 05:19:16,356 - mmaction - INFO - Epoch [10][420/1879] lr: 4.890e-02, eta: 8 days, 8:04:43, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2293, top5_acc: 0.4785, loss_cls: 3.6521, loss: 3.6521, grad_norm: 2.1923 2021-06-19 05:20:01,119 - mmaction - INFO - Epoch [10][440/1879] lr: 4.894e-02, eta: 8 days, 8:03:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2219, top5_acc: 0.4672, loss_cls: 3.6857, loss: 3.6857, grad_norm: 2.1386 2021-06-19 05:20:45,834 - mmaction - INFO - Epoch [10][460/1879] lr: 4.898e-02, eta: 8 days, 8:03:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.6530, loss: 3.6530, grad_norm: 2.1451 2021-06-19 05:21:30,741 - mmaction - INFO - Epoch [10][480/1879] lr: 4.901e-02, eta: 8 days, 8:02:23, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2250, top5_acc: 0.4684, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.2104 2021-06-19 05:22:15,582 - mmaction - INFO - Epoch [10][500/1879] lr: 4.905e-02, eta: 8 days, 8:01:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2180, top5_acc: 0.4547, loss_cls: 3.7086, loss: 3.7086, grad_norm: 2.0918 2021-06-19 05:23:00,350 - mmaction - INFO - Epoch [10][520/1879] lr: 4.909e-02, eta: 8 days, 8:00:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2098, top5_acc: 0.4676, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.1410 2021-06-19 05:23:45,195 - mmaction - INFO - Epoch [10][540/1879] lr: 4.913e-02, eta: 8 days, 8:00:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2277, top5_acc: 0.4652, loss_cls: 3.6596, loss: 3.6596, grad_norm: 2.1753 2021-06-19 05:24:30,245 - mmaction - INFO - Epoch [10][560/1879] lr: 4.917e-02, eta: 8 days, 7:59:22, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.2113, top5_acc: 0.4547, loss_cls: 3.6661, loss: 3.6661, grad_norm: 2.1382 2021-06-19 05:25:15,096 - mmaction - INFO - Epoch [10][580/1879] lr: 4.920e-02, eta: 8 days, 7:58:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2258, top5_acc: 0.4645, loss_cls: 3.6365, loss: 3.6365, grad_norm: 2.1256 2021-06-19 05:25:59,866 - mmaction - INFO - Epoch [10][600/1879] lr: 4.924e-02, eta: 8 days, 7:57:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2266, top5_acc: 0.4523, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.1196 2021-06-19 05:26:44,791 - mmaction - INFO - Epoch [10][620/1879] lr: 4.928e-02, eta: 8 days, 7:57:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2301, top5_acc: 0.4656, loss_cls: 3.6478, loss: 3.6478, grad_norm: 2.1949 2021-06-19 05:27:29,626 - mmaction - INFO - Epoch [10][640/1879] lr: 4.932e-02, eta: 8 days, 7:56:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2262, top5_acc: 0.4715, loss_cls: 3.6285, loss: 3.6285, grad_norm: 2.1232 2021-06-19 05:28:14,394 - mmaction - INFO - Epoch [10][660/1879] lr: 4.936e-02, eta: 8 days, 7:55:32, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2215, top5_acc: 0.4664, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.1003 2021-06-19 05:28:59,112 - mmaction - INFO - Epoch [10][680/1879] lr: 4.939e-02, eta: 8 days, 7:54:44, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2391, top5_acc: 0.4699, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.1584 2021-06-19 05:29:43,761 - mmaction - INFO - Epoch [10][700/1879] lr: 4.943e-02, eta: 8 days, 7:53:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2184, top5_acc: 0.4754, loss_cls: 3.6391, loss: 3.6391, grad_norm: 2.1956 2021-06-19 05:30:28,546 - mmaction - INFO - Epoch [10][720/1879] lr: 4.947e-02, eta: 8 days, 7:53:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2281, top5_acc: 0.4629, loss_cls: 3.6813, loss: 3.6813, grad_norm: 2.1916 2021-06-19 05:31:13,362 - mmaction - INFO - Epoch [10][740/1879] lr: 4.951e-02, eta: 8 days, 7:52:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2113, top5_acc: 0.4688, loss_cls: 3.6414, loss: 3.6414, grad_norm: 2.2364 2021-06-19 05:31:58,037 - mmaction - INFO - Epoch [10][760/1879] lr: 4.955e-02, eta: 8 days, 7:51:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2203, top5_acc: 0.4613, loss_cls: 3.7006, loss: 3.7006, grad_norm: 2.2394 2021-06-19 05:32:42,884 - mmaction - INFO - Epoch [10][780/1879] lr: 4.959e-02, eta: 8 days, 7:50:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2215, top5_acc: 0.4570, loss_cls: 3.6881, loss: 3.6881, grad_norm: 2.1557 2021-06-19 05:33:27,669 - mmaction - INFO - Epoch [10][800/1879] lr: 4.962e-02, eta: 8 days, 7:50:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6666, loss: 3.6666, grad_norm: 2.1995 2021-06-19 05:34:12,370 - mmaction - INFO - Epoch [10][820/1879] lr: 4.966e-02, eta: 8 days, 7:49:12, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2230, top5_acc: 0.4707, loss_cls: 3.6169, loss: 3.6169, grad_norm: 2.1755 2021-06-19 05:34:57,218 - mmaction - INFO - Epoch [10][840/1879] lr: 4.970e-02, eta: 8 days, 7:48:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2188, top5_acc: 0.4484, loss_cls: 3.6852, loss: 3.6852, grad_norm: 2.1054 2021-06-19 05:35:41,999 - mmaction - INFO - Epoch [10][860/1879] lr: 4.974e-02, eta: 8 days, 7:47:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2055, top5_acc: 0.4469, loss_cls: 3.7165, loss: 3.7165, grad_norm: 2.1722 2021-06-19 05:36:26,931 - mmaction - INFO - Epoch [10][880/1879] lr: 4.978e-02, eta: 8 days, 7:46:55, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.2234, top5_acc: 0.4547, loss_cls: 3.6815, loss: 3.6815, grad_norm: 2.1497 2021-06-19 05:37:11,822 - mmaction - INFO - Epoch [10][900/1879] lr: 4.981e-02, eta: 8 days, 7:46:10, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2313, top5_acc: 0.4887, loss_cls: 3.5908, loss: 3.5908, grad_norm: 2.1282 2021-06-19 05:37:56,627 - mmaction - INFO - Epoch [10][920/1879] lr: 4.985e-02, eta: 8 days, 7:45:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2180, top5_acc: 0.4578, loss_cls: 3.6996, loss: 3.6996, grad_norm: 2.1414 2021-06-19 05:38:41,362 - mmaction - INFO - Epoch [10][940/1879] lr: 4.989e-02, eta: 8 days, 7:44:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2289, top5_acc: 0.4855, loss_cls: 3.6014, loss: 3.6014, grad_norm: 2.1614 2021-06-19 05:39:26,222 - mmaction - INFO - Epoch [10][960/1879] lr: 4.993e-02, eta: 8 days, 7:43:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2188, top5_acc: 0.4621, loss_cls: 3.6873, loss: 3.6873, grad_norm: 2.1700 2021-06-19 05:40:11,017 - mmaction - INFO - Epoch [10][980/1879] lr: 4.997e-02, eta: 8 days, 7:43:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2281, top5_acc: 0.4727, loss_cls: 3.6590, loss: 3.6590, grad_norm: 2.1541 2021-06-19 05:40:55,997 - mmaction - INFO - Epoch [10][1000/1879] lr: 5.000e-02, eta: 8 days, 7:42:21, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2266, top5_acc: 0.4688, loss_cls: 3.6186, loss: 3.6186, grad_norm: 2.1435 2021-06-19 05:41:40,746 - mmaction - INFO - Epoch [10][1020/1879] lr: 5.004e-02, eta: 8 days, 7:41:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2188, top5_acc: 0.4664, loss_cls: 3.6789, loss: 3.6789, grad_norm: 2.1134 2021-06-19 05:42:25,630 - mmaction - INFO - Epoch [10][1040/1879] lr: 5.008e-02, eta: 8 days, 7:40:49, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2168, top5_acc: 0.4750, loss_cls: 3.6205, loss: 3.6205, grad_norm: 2.1601 2021-06-19 05:43:10,473 - mmaction - INFO - Epoch [10][1060/1879] lr: 5.012e-02, eta: 8 days, 7:40:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2191, top5_acc: 0.4520, loss_cls: 3.6954, loss: 3.6954, grad_norm: 2.1880 2021-06-19 05:43:55,349 - mmaction - INFO - Epoch [10][1080/1879] lr: 5.016e-02, eta: 8 days, 7:39:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2129, top5_acc: 0.4605, loss_cls: 3.7069, loss: 3.7069, grad_norm: 2.1343 2021-06-19 05:44:40,178 - mmaction - INFO - Epoch [10][1100/1879] lr: 5.019e-02, eta: 8 days, 7:38:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2227, top5_acc: 0.4813, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.1329 2021-06-19 05:45:25,099 - mmaction - INFO - Epoch [10][1120/1879] lr: 5.023e-02, eta: 8 days, 7:37:47, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2172, top5_acc: 0.4648, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.1452 2021-06-19 05:46:09,828 - mmaction - INFO - Epoch [10][1140/1879] lr: 5.027e-02, eta: 8 days, 7:37:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2262, top5_acc: 0.4602, loss_cls: 3.6756, loss: 3.6756, grad_norm: 2.1375 2021-06-19 05:46:54,616 - mmaction - INFO - Epoch [10][1160/1879] lr: 5.031e-02, eta: 8 days, 7:36:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2305, top5_acc: 0.4781, loss_cls: 3.5859, loss: 3.5859, grad_norm: 2.1058 2021-06-19 05:47:39,334 - mmaction - INFO - Epoch [10][1180/1879] lr: 5.035e-02, eta: 8 days, 7:35:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2262, top5_acc: 0.4676, loss_cls: 3.6171, loss: 3.6171, grad_norm: 2.1246 2021-06-19 05:48:24,232 - mmaction - INFO - Epoch [10][1200/1879] lr: 5.039e-02, eta: 8 days, 7:34:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2223, top5_acc: 0.4648, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.1471 2021-06-19 05:49:09,021 - mmaction - INFO - Epoch [10][1220/1879] lr: 5.042e-02, eta: 8 days, 7:33:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2207, top5_acc: 0.4641, loss_cls: 3.6505, loss: 3.6505, grad_norm: 2.1300 2021-06-19 05:49:53,793 - mmaction - INFO - Epoch [10][1240/1879] lr: 5.046e-02, eta: 8 days, 7:33:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.4852, loss_cls: 3.5745, loss: 3.5745, grad_norm: 2.1098 2021-06-19 05:50:38,562 - mmaction - INFO - Epoch [10][1260/1879] lr: 5.050e-02, eta: 8 days, 7:32:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2332, top5_acc: 0.4828, loss_cls: 3.5459, loss: 3.5459, grad_norm: 2.1328 2021-06-19 05:51:23,364 - mmaction - INFO - Epoch [10][1280/1879] lr: 5.054e-02, eta: 8 days, 7:31:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2133, top5_acc: 0.4734, loss_cls: 3.6541, loss: 3.6541, grad_norm: 2.2569 2021-06-19 05:52:08,246 - mmaction - INFO - Epoch [10][1300/1879] lr: 5.058e-02, eta: 8 days, 7:30:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2227, top5_acc: 0.4684, loss_cls: 3.6258, loss: 3.6258, grad_norm: 2.1195 2021-06-19 05:52:53,027 - mmaction - INFO - Epoch [10][1320/1879] lr: 5.061e-02, eta: 8 days, 7:30:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2254, top5_acc: 0.4699, loss_cls: 3.6234, loss: 3.6234, grad_norm: 2.1199 2021-06-19 05:53:37,820 - mmaction - INFO - Epoch [10][1340/1879] lr: 5.065e-02, eta: 8 days, 7:29:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2324, top5_acc: 0.4707, loss_cls: 3.5989, loss: 3.5989, grad_norm: 2.0981 2021-06-19 05:54:22,617 - mmaction - INFO - Epoch [10][1360/1879] lr: 5.069e-02, eta: 8 days, 7:28:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2270, top5_acc: 0.4902, loss_cls: 3.5364, loss: 3.5364, grad_norm: 2.1115 2021-06-19 05:55:07,480 - mmaction - INFO - Epoch [10][1380/1879] lr: 5.073e-02, eta: 8 days, 7:27:43, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2164, top5_acc: 0.4578, loss_cls: 3.6757, loss: 3.6757, grad_norm: 2.1323 2021-06-19 05:55:52,280 - mmaction - INFO - Epoch [10][1400/1879] lr: 5.077e-02, eta: 8 days, 7:26:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2324, top5_acc: 0.4789, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.0644 2021-06-19 05:56:37,032 - mmaction - INFO - Epoch [10][1420/1879] lr: 5.080e-02, eta: 8 days, 7:26:09, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6832, loss: 3.6832, grad_norm: 2.1560 2021-06-19 05:57:21,935 - mmaction - INFO - Epoch [10][1440/1879] lr: 5.084e-02, eta: 8 days, 7:25:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2109, top5_acc: 0.4574, loss_cls: 3.6860, loss: 3.6860, grad_norm: 2.1344 2021-06-19 05:58:06,765 - mmaction - INFO - Epoch [10][1460/1879] lr: 5.088e-02, eta: 8 days, 7:24:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2242, top5_acc: 0.4824, loss_cls: 3.5921, loss: 3.5921, grad_norm: 2.0870 2021-06-19 05:58:51,570 - mmaction - INFO - Epoch [10][1480/1879] lr: 5.092e-02, eta: 8 days, 7:23:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2352, top5_acc: 0.4824, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.1334 2021-06-19 05:59:36,361 - mmaction - INFO - Epoch [10][1500/1879] lr: 5.096e-02, eta: 8 days, 7:23:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2441, top5_acc: 0.4965, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.1364 2021-06-19 06:00:21,636 - mmaction - INFO - Epoch [10][1520/1879] lr: 5.099e-02, eta: 8 days, 7:22:27, time: 2.263, data_time: 0.001, memory: 7544, top1_acc: 0.2320, top5_acc: 0.4715, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.1795 2021-06-19 06:01:06,444 - mmaction - INFO - Epoch [10][1540/1879] lr: 5.103e-02, eta: 8 days, 7:21:41, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.2164, top5_acc: 0.4742, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.0571 2021-06-19 06:01:51,258 - mmaction - INFO - Epoch [10][1560/1879] lr: 5.107e-02, eta: 8 days, 7:20:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2398, top5_acc: 0.4887, loss_cls: 3.6074, loss: 3.6074, grad_norm: 2.1041 2021-06-19 06:02:36,012 - mmaction - INFO - Epoch [10][1580/1879] lr: 5.111e-02, eta: 8 days, 7:20:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2508, top5_acc: 0.4777, loss_cls: 3.5836, loss: 3.5836, grad_norm: 2.0448 2021-06-19 06:03:20,937 - mmaction - INFO - Epoch [10][1600/1879] lr: 5.115e-02, eta: 8 days, 7:19:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2234, top5_acc: 0.4625, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.1765 2021-06-19 06:04:05,615 - mmaction - INFO - Epoch [10][1620/1879] lr: 5.118e-02, eta: 8 days, 7:18:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2320, top5_acc: 0.4723, loss_cls: 3.6058, loss: 3.6058, grad_norm: 2.1068 2021-06-19 06:04:50,394 - mmaction - INFO - Epoch [10][1640/1879] lr: 5.122e-02, eta: 8 days, 7:17:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2219, top5_acc: 0.4645, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.0922 2021-06-19 06:05:35,291 - mmaction - INFO - Epoch [10][1660/1879] lr: 5.126e-02, eta: 8 days, 7:17:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2234, top5_acc: 0.4691, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.0570 2021-06-19 06:06:20,044 - mmaction - INFO - Epoch [10][1680/1879] lr: 5.130e-02, eta: 8 days, 7:16:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2398, top5_acc: 0.4789, loss_cls: 3.5950, loss: 3.5950, grad_norm: 2.1022 2021-06-19 06:07:05,014 - mmaction - INFO - Epoch [10][1700/1879] lr: 5.134e-02, eta: 8 days, 7:15:33, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.2422, top5_acc: 0.4734, loss_cls: 3.5870, loss: 3.5870, grad_norm: 2.1250 2021-06-19 06:07:49,820 - mmaction - INFO - Epoch [10][1720/1879] lr: 5.138e-02, eta: 8 days, 7:14:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2289, top5_acc: 0.4707, loss_cls: 3.6062, loss: 3.6062, grad_norm: 2.0987 2021-06-19 06:08:34,733 - mmaction - INFO - Epoch [10][1740/1879] lr: 5.141e-02, eta: 8 days, 7:14:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2277, top5_acc: 0.4738, loss_cls: 3.6247, loss: 3.6247, grad_norm: 2.1892 2021-06-19 06:09:19,482 - mmaction - INFO - Epoch [10][1760/1879] lr: 5.145e-02, eta: 8 days, 7:13:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2500, top5_acc: 0.4926, loss_cls: 3.5316, loss: 3.5316, grad_norm: 2.1214 2021-06-19 06:10:04,215 - mmaction - INFO - Epoch [10][1780/1879] lr: 5.149e-02, eta: 8 days, 7:12:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2375, top5_acc: 0.4691, loss_cls: 3.5969, loss: 3.5969, grad_norm: 2.0446 2021-06-19 06:10:48,963 - mmaction - INFO - Epoch [10][1800/1879] lr: 5.153e-02, eta: 8 days, 7:11:40, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2254, top5_acc: 0.4566, loss_cls: 3.6286, loss: 3.6286, grad_norm: 2.1075 2021-06-19 06:11:33,696 - mmaction - INFO - Epoch [10][1820/1879] lr: 5.157e-02, eta: 8 days, 7:10:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2445, top5_acc: 0.4805, loss_cls: 3.5657, loss: 3.5657, grad_norm: 2.1296 2021-06-19 06:12:18,519 - mmaction - INFO - Epoch [10][1840/1879] lr: 5.160e-02, eta: 8 days, 7:10:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2367, top5_acc: 0.4770, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.1200 2021-06-19 06:13:03,345 - mmaction - INFO - Epoch [10][1860/1879] lr: 5.164e-02, eta: 8 days, 7:09:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2395, top5_acc: 0.4820, loss_cls: 3.5704, loss: 3.5704, grad_norm: 2.1046 2021-06-19 06:13:49,110 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-06-19 06:15:35,718 - mmaction - INFO - Epoch [11][20/1879] lr: 5.164e-02, eta: 8 days, 7:13:09, time: 5.308, data_time: 3.000, memory: 7544, top1_acc: 0.2285, top5_acc: 0.4750, loss_cls: 3.6183, loss: 3.6183, grad_norm: 2.1004 2021-06-19 06:16:20,482 - mmaction - INFO - Epoch [11][40/1879] lr: 5.168e-02, eta: 8 days, 7:12:22, time: 2.238, data_time: 0.004, memory: 7544, top1_acc: 0.2336, top5_acc: 0.4746, loss_cls: 3.5860, loss: 3.5860, grad_norm: 2.0861 2021-06-19 06:17:05,478 - mmaction - INFO - Epoch [11][60/1879] lr: 5.172e-02, eta: 8 days, 7:11:39, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.2406, top5_acc: 0.4816, loss_cls: 3.5635, loss: 3.5635, grad_norm: 2.2160 2021-06-19 06:17:50,367 - mmaction - INFO - Epoch [11][80/1879] lr: 5.176e-02, eta: 8 days, 7:10:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2437, top5_acc: 0.4734, loss_cls: 3.5661, loss: 3.5661, grad_norm: 2.1359 2021-06-19 06:18:35,308 - mmaction - INFO - Epoch [11][100/1879] lr: 5.179e-02, eta: 8 days, 7:10:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2367, top5_acc: 0.4887, loss_cls: 3.5615, loss: 3.5615, grad_norm: 2.1431 2021-06-19 06:19:20,128 - mmaction - INFO - Epoch [11][120/1879] lr: 5.183e-02, eta: 8 days, 7:09:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2363, top5_acc: 0.4707, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.1040 2021-06-19 06:20:05,026 - mmaction - INFO - Epoch [11][140/1879] lr: 5.187e-02, eta: 8 days, 7:08:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.5771, loss: 3.5771, grad_norm: 2.0751 2021-06-19 06:20:49,991 - mmaction - INFO - Epoch [11][160/1879] lr: 5.191e-02, eta: 8 days, 7:07:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4867, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.2051 2021-06-19 06:21:34,889 - mmaction - INFO - Epoch [11][180/1879] lr: 5.195e-02, eta: 8 days, 7:07:09, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2355, top5_acc: 0.4805, loss_cls: 3.5808, loss: 3.5808, grad_norm: 2.1577 2021-06-19 06:22:19,683 - mmaction - INFO - Epoch [11][200/1879] lr: 5.198e-02, eta: 8 days, 7:06:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2379, top5_acc: 0.4816, loss_cls: 3.5557, loss: 3.5557, grad_norm: 2.1359 2021-06-19 06:23:04,488 - mmaction - INFO - Epoch [11][220/1879] lr: 5.202e-02, eta: 8 days, 7:05:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2289, top5_acc: 0.4855, loss_cls: 3.5844, loss: 3.5844, grad_norm: 2.1298 2021-06-19 06:23:49,337 - mmaction - INFO - Epoch [11][240/1879] lr: 5.206e-02, eta: 8 days, 7:04:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2480, top5_acc: 0.4980, loss_cls: 3.5499, loss: 3.5499, grad_norm: 2.1682 2021-06-19 06:24:34,201 - mmaction - INFO - Epoch [11][260/1879] lr: 5.210e-02, eta: 8 days, 7:04:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.5720, loss: 3.5720, grad_norm: 2.1532 2021-06-19 06:25:19,073 - mmaction - INFO - Epoch [11][280/1879] lr: 5.214e-02, eta: 8 days, 7:03:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2473, top5_acc: 0.4973, loss_cls: 3.5115, loss: 3.5115, grad_norm: 2.1378 2021-06-19 06:26:03,931 - mmaction - INFO - Epoch [11][300/1879] lr: 5.217e-02, eta: 8 days, 7:02:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2437, top5_acc: 0.4918, loss_cls: 3.5551, loss: 3.5551, grad_norm: 2.1779 2021-06-19 06:26:48,769 - mmaction - INFO - Epoch [11][320/1879] lr: 5.221e-02, eta: 8 days, 7:01:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2477, top5_acc: 0.4879, loss_cls: 3.5303, loss: 3.5303, grad_norm: 2.1118 2021-06-19 06:27:33,627 - mmaction - INFO - Epoch [11][340/1879] lr: 5.225e-02, eta: 8 days, 7:01:01, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2305, top5_acc: 0.4684, loss_cls: 3.6056, loss: 3.6056, grad_norm: 2.1622 2021-06-19 06:28:18,391 - mmaction - INFO - Epoch [11][360/1879] lr: 5.229e-02, eta: 8 days, 7:00:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2203, top5_acc: 0.4832, loss_cls: 3.6107, loss: 3.6107, grad_norm: 2.0919 2021-06-19 06:29:03,182 - mmaction - INFO - Epoch [11][380/1879] lr: 5.233e-02, eta: 8 days, 6:59:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4891, loss_cls: 3.5018, loss: 3.5018, grad_norm: 2.1691 2021-06-19 06:29:48,047 - mmaction - INFO - Epoch [11][400/1879] lr: 5.236e-02, eta: 8 days, 6:58:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2293, top5_acc: 0.4797, loss_cls: 3.5899, loss: 3.5899, grad_norm: 2.1043 2021-06-19 06:30:32,806 - mmaction - INFO - Epoch [11][420/1879] lr: 5.240e-02, eta: 8 days, 6:57:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2305, top5_acc: 0.4871, loss_cls: 3.5867, loss: 3.5867, grad_norm: 2.1544 2021-06-19 06:31:17,739 - mmaction - INFO - Epoch [11][440/1879] lr: 5.244e-02, eta: 8 days, 6:57:09, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2371, top5_acc: 0.5016, loss_cls: 3.5077, loss: 3.5077, grad_norm: 2.1699 2021-06-19 06:32:02,574 - mmaction - INFO - Epoch [11][460/1879] lr: 5.248e-02, eta: 8 days, 6:56:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5121, loss_cls: 3.4824, loss: 3.4824, grad_norm: 2.1537 2021-06-19 06:32:47,363 - mmaction - INFO - Epoch [11][480/1879] lr: 5.252e-02, eta: 8 days, 6:55:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2266, top5_acc: 0.4820, loss_cls: 3.5996, loss: 3.5996, grad_norm: 2.0931 2021-06-19 06:33:32,122 - mmaction - INFO - Epoch [11][500/1879] lr: 5.255e-02, eta: 8 days, 6:54:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2391, top5_acc: 0.4703, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.1198 2021-06-19 06:34:16,835 - mmaction - INFO - Epoch [11][520/1879] lr: 5.259e-02, eta: 8 days, 6:54:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2336, top5_acc: 0.4887, loss_cls: 3.5405, loss: 3.5405, grad_norm: 2.0891 2021-06-19 06:35:01,463 - mmaction - INFO - Epoch [11][540/1879] lr: 5.263e-02, eta: 8 days, 6:53:11, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.2176, top5_acc: 0.4863, loss_cls: 3.5791, loss: 3.5791, grad_norm: 2.1132 2021-06-19 06:35:46,389 - mmaction - INFO - Epoch [11][560/1879] lr: 5.267e-02, eta: 8 days, 6:52:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2293, top5_acc: 0.4676, loss_cls: 3.6330, loss: 3.6330, grad_norm: 2.1459 2021-06-19 06:36:31,174 - mmaction - INFO - Epoch [11][580/1879] lr: 5.271e-02, eta: 8 days, 6:51:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2492, top5_acc: 0.4855, loss_cls: 3.5540, loss: 3.5540, grad_norm: 2.1675 2021-06-19 06:37:15,938 - mmaction - INFO - Epoch [11][600/1879] lr: 5.274e-02, eta: 8 days, 6:50:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2414, top5_acc: 0.4727, loss_cls: 3.5671, loss: 3.5671, grad_norm: 2.1332 2021-06-19 06:38:00,723 - mmaction - INFO - Epoch [11][620/1879] lr: 5.278e-02, eta: 8 days, 6:50:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.4949, loss_cls: 3.5687, loss: 3.5687, grad_norm: 2.1563 2021-06-19 06:38:45,596 - mmaction - INFO - Epoch [11][640/1879] lr: 5.282e-02, eta: 8 days, 6:49:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.5116, loss: 3.5116, grad_norm: 2.1313 2021-06-19 06:39:30,490 - mmaction - INFO - Epoch [11][660/1879] lr: 5.286e-02, eta: 8 days, 6:48:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5557, loss: 3.5557, grad_norm: 2.1188 2021-06-19 06:40:15,378 - mmaction - INFO - Epoch [11][680/1879] lr: 5.290e-02, eta: 8 days, 6:47:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2406, top5_acc: 0.4977, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.1523 2021-06-19 06:41:00,098 - mmaction - INFO - Epoch [11][700/1879] lr: 5.293e-02, eta: 8 days, 6:47:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2352, top5_acc: 0.4859, loss_cls: 3.5894, loss: 3.5894, grad_norm: 2.0486 2021-06-19 06:41:44,980 - mmaction - INFO - Epoch [11][720/1879] lr: 5.297e-02, eta: 8 days, 6:46:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.5686, loss: 3.5686, grad_norm: 2.1447 2021-06-19 06:42:29,825 - mmaction - INFO - Epoch [11][740/1879] lr: 5.301e-02, eta: 8 days, 6:45:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2496, top5_acc: 0.4926, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.1532 2021-06-19 06:43:14,642 - mmaction - INFO - Epoch [11][760/1879] lr: 5.305e-02, eta: 8 days, 6:44:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2316, top5_acc: 0.4898, loss_cls: 3.5732, loss: 3.5732, grad_norm: 2.1672 2021-06-19 06:43:59,536 - mmaction - INFO - Epoch [11][780/1879] lr: 5.309e-02, eta: 8 days, 6:44:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2477, top5_acc: 0.4957, loss_cls: 3.5316, loss: 3.5316, grad_norm: 2.1641 2021-06-19 06:44:44,325 - mmaction - INFO - Epoch [11][800/1879] lr: 5.312e-02, eta: 8 days, 6:43:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.4832, loss_cls: 3.5614, loss: 3.5614, grad_norm: 2.1020 2021-06-19 06:45:29,177 - mmaction - INFO - Epoch [11][820/1879] lr: 5.316e-02, eta: 8 days, 6:42:27, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2465, top5_acc: 0.5012, loss_cls: 3.5485, loss: 3.5485, grad_norm: 2.1547 2021-06-19 06:46:14,033 - mmaction - INFO - Epoch [11][840/1879] lr: 5.320e-02, eta: 8 days, 6:41:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2395, top5_acc: 0.4746, loss_cls: 3.5886, loss: 3.5886, grad_norm: 2.1523 2021-06-19 06:46:58,943 - mmaction - INFO - Epoch [11][860/1879] lr: 5.324e-02, eta: 8 days, 6:40:57, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2395, top5_acc: 0.4891, loss_cls: 3.5545, loss: 3.5545, grad_norm: 2.1722 2021-06-19 06:47:43,715 - mmaction - INFO - Epoch [11][880/1879] lr: 5.328e-02, eta: 8 days, 6:40:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2410, top5_acc: 0.5027, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.1471 2021-06-19 06:48:28,536 - mmaction - INFO - Epoch [11][900/1879] lr: 5.331e-02, eta: 8 days, 6:39:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2508, top5_acc: 0.5020, loss_cls: 3.4827, loss: 3.4827, grad_norm: 2.3918 2021-06-19 06:49:13,439 - mmaction - INFO - Epoch [11][920/1879] lr: 5.335e-02, eta: 8 days, 6:38:38, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2434, top5_acc: 0.5020, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.1925 2021-06-19 06:49:58,216 - mmaction - INFO - Epoch [11][940/1879] lr: 5.339e-02, eta: 8 days, 6:37:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2305, top5_acc: 0.4746, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.1282 2021-06-19 06:50:43,007 - mmaction - INFO - Epoch [11][960/1879] lr: 5.343e-02, eta: 8 days, 6:37:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2465, top5_acc: 0.4996, loss_cls: 3.5369, loss: 3.5369, grad_norm: 2.1583 2021-06-19 06:51:27,851 - mmaction - INFO - Epoch [11][980/1879] lr: 5.347e-02, eta: 8 days, 6:36:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4891, loss_cls: 3.5221, loss: 3.5221, grad_norm: 2.1294 2021-06-19 06:52:12,628 - mmaction - INFO - Epoch [11][1000/1879] lr: 5.350e-02, eta: 8 days, 6:35:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2512, top5_acc: 0.4961, loss_cls: 3.4993, loss: 3.4993, grad_norm: 2.1304 2021-06-19 06:52:57,410 - mmaction - INFO - Epoch [11][1020/1879] lr: 5.354e-02, eta: 8 days, 6:34:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2414, top5_acc: 0.4805, loss_cls: 3.5528, loss: 3.5528, grad_norm: 2.0955 2021-06-19 06:53:42,392 - mmaction - INFO - Epoch [11][1040/1879] lr: 5.358e-02, eta: 8 days, 6:34:01, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2355, top5_acc: 0.4930, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.0845 2021-06-19 06:54:27,306 - mmaction - INFO - Epoch [11][1060/1879] lr: 5.362e-02, eta: 8 days, 6:33:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2367, top5_acc: 0.4848, loss_cls: 3.5977, loss: 3.5977, grad_norm: 2.1270 2021-06-19 06:55:12,174 - mmaction - INFO - Epoch [11][1080/1879] lr: 5.366e-02, eta: 8 days, 6:32:31, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2434, top5_acc: 0.4723, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.0818 2021-06-19 06:55:56,980 - mmaction - INFO - Epoch [11][1100/1879] lr: 5.369e-02, eta: 8 days, 6:31:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2328, top5_acc: 0.4863, loss_cls: 3.5465, loss: 3.5465, grad_norm: 2.1098 2021-06-19 06:56:41,844 - mmaction - INFO - Epoch [11][1120/1879] lr: 5.373e-02, eta: 8 days, 6:30:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4996, loss_cls: 3.4837, loss: 3.4837, grad_norm: 2.1303 2021-06-19 06:57:26,782 - mmaction - INFO - Epoch [11][1140/1879] lr: 5.377e-02, eta: 8 days, 6:30:15, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2336, top5_acc: 0.4941, loss_cls: 3.5453, loss: 3.5453, grad_norm: 2.1801 2021-06-19 06:58:11,572 - mmaction - INFO - Epoch [11][1160/1879] lr: 5.381e-02, eta: 8 days, 6:29:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2539, top5_acc: 0.4977, loss_cls: 3.5326, loss: 3.5326, grad_norm: 2.1914 2021-06-19 06:58:56,429 - mmaction - INFO - Epoch [11][1180/1879] lr: 5.385e-02, eta: 8 days, 6:28:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2453, top5_acc: 0.4934, loss_cls: 3.5553, loss: 3.5553, grad_norm: 2.0802 2021-06-19 06:59:41,341 - mmaction - INFO - Epoch [11][1200/1879] lr: 5.388e-02, eta: 8 days, 6:27:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2500, top5_acc: 0.4879, loss_cls: 3.5186, loss: 3.5186, grad_norm: 2.1682 2021-06-19 07:00:26,148 - mmaction - INFO - Epoch [11][1220/1879] lr: 5.392e-02, eta: 8 days, 6:27:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2379, top5_acc: 0.5020, loss_cls: 3.5090, loss: 3.5090, grad_norm: 2.1424 2021-06-19 07:01:10,996 - mmaction - INFO - Epoch [11][1240/1879] lr: 5.396e-02, eta: 8 days, 6:26:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2578, top5_acc: 0.4883, loss_cls: 3.5188, loss: 3.5188, grad_norm: 2.0587 2021-06-19 07:01:55,849 - mmaction - INFO - Epoch [11][1260/1879] lr: 5.400e-02, eta: 8 days, 6:25:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2348, top5_acc: 0.4875, loss_cls: 3.5453, loss: 3.5453, grad_norm: 2.0501 2021-06-19 07:02:40,664 - mmaction - INFO - Epoch [11][1280/1879] lr: 5.404e-02, eta: 8 days, 6:24:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2293, top5_acc: 0.4887, loss_cls: 3.5606, loss: 3.5606, grad_norm: 2.1324 2021-06-19 07:03:25,395 - mmaction - INFO - Epoch [11][1300/1879] lr: 5.407e-02, eta: 8 days, 6:24:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.5078, loss_cls: 3.4990, loss: 3.4990, grad_norm: 2.0841 2021-06-19 07:04:10,108 - mmaction - INFO - Epoch [11][1320/1879] lr: 5.411e-02, eta: 8 days, 6:23:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2297, top5_acc: 0.4898, loss_cls: 3.5371, loss: 3.5371, grad_norm: 2.1371 2021-06-19 07:04:54,898 - mmaction - INFO - Epoch [11][1340/1879] lr: 5.415e-02, eta: 8 days, 6:22:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2465, top5_acc: 0.4965, loss_cls: 3.5265, loss: 3.5265, grad_norm: 2.1546 2021-06-19 07:05:39,669 - mmaction - INFO - Epoch [11][1360/1879] lr: 5.419e-02, eta: 8 days, 6:21:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2445, top5_acc: 0.4797, loss_cls: 3.5474, loss: 3.5474, grad_norm: 2.1348 2021-06-19 07:06:24,401 - mmaction - INFO - Epoch [11][1380/1879] lr: 5.423e-02, eta: 8 days, 6:20:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2445, top5_acc: 0.4965, loss_cls: 3.4706, loss: 3.4706, grad_norm: 2.2049 2021-06-19 07:07:09,205 - mmaction - INFO - Epoch [11][1400/1879] lr: 5.427e-02, eta: 8 days, 6:20:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2574, top5_acc: 0.4980, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.1179 2021-06-19 07:07:53,972 - mmaction - INFO - Epoch [11][1420/1879] lr: 5.430e-02, eta: 8 days, 6:19:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2313, top5_acc: 0.4652, loss_cls: 3.6490, loss: 3.6490, grad_norm: 2.0608 2021-06-19 07:08:38,968 - mmaction - INFO - Epoch [11][1440/1879] lr: 5.434e-02, eta: 8 days, 6:18:40, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.2309, top5_acc: 0.4789, loss_cls: 3.6063, loss: 3.6063, grad_norm: 2.0902 2021-06-19 07:09:23,760 - mmaction - INFO - Epoch [11][1460/1879] lr: 5.438e-02, eta: 8 days, 6:17:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2297, top5_acc: 0.4793, loss_cls: 3.5697, loss: 3.5697, grad_norm: 2.1818 2021-06-19 07:10:08,626 - mmaction - INFO - Epoch [11][1480/1879] lr: 5.442e-02, eta: 8 days, 6:17:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2426, top5_acc: 0.4863, loss_cls: 3.5296, loss: 3.5296, grad_norm: 2.1580 2021-06-19 07:10:53,571 - mmaction - INFO - Epoch [11][1500/1879] lr: 5.446e-02, eta: 8 days, 6:16:23, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2426, top5_acc: 0.4859, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.1632 2021-06-19 07:11:38,458 - mmaction - INFO - Epoch [11][1520/1879] lr: 5.449e-02, eta: 8 days, 6:15:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2484, top5_acc: 0.4984, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.0693 2021-06-19 07:12:23,353 - mmaction - INFO - Epoch [11][1540/1879] lr: 5.453e-02, eta: 8 days, 6:14:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2457, top5_acc: 0.4879, loss_cls: 3.5449, loss: 3.5449, grad_norm: 2.0610 2021-06-19 07:13:08,228 - mmaction - INFO - Epoch [11][1560/1879] lr: 5.457e-02, eta: 8 days, 6:14:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2437, top5_acc: 0.4957, loss_cls: 3.5256, loss: 3.5256, grad_norm: 2.1192 2021-06-19 07:13:53,114 - mmaction - INFO - Epoch [11][1580/1879] lr: 5.461e-02, eta: 8 days, 6:13:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2449, top5_acc: 0.4824, loss_cls: 3.5507, loss: 3.5507, grad_norm: 2.0367 2021-06-19 07:14:37,897 - mmaction - INFO - Epoch [11][1600/1879] lr: 5.465e-02, eta: 8 days, 6:12:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4895, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.1051 2021-06-19 07:15:22,690 - mmaction - INFO - Epoch [11][1620/1879] lr: 5.468e-02, eta: 8 days, 6:11:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2641, top5_acc: 0.4934, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.1328 2021-06-19 07:16:07,399 - mmaction - INFO - Epoch [11][1640/1879] lr: 5.472e-02, eta: 8 days, 6:11:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4855, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.1318 2021-06-19 07:16:52,107 - mmaction - INFO - Epoch [11][1660/1879] lr: 5.476e-02, eta: 8 days, 6:10:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5239, loss: 3.5239, grad_norm: 2.2367 2021-06-19 07:17:36,902 - mmaction - INFO - Epoch [11][1680/1879] lr: 5.480e-02, eta: 8 days, 6:09:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2320, top5_acc: 0.4832, loss_cls: 3.5635, loss: 3.5635, grad_norm: 2.1579 2021-06-19 07:18:21,731 - mmaction - INFO - Epoch [11][1700/1879] lr: 5.484e-02, eta: 8 days, 6:08:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2512, top5_acc: 0.4957, loss_cls: 3.5224, loss: 3.5224, grad_norm: 2.0384 2021-06-19 07:19:06,496 - mmaction - INFO - Epoch [11][1720/1879] lr: 5.487e-02, eta: 8 days, 6:07:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.4996, loss_cls: 3.5305, loss: 3.5305, grad_norm: 2.0791 2021-06-19 07:19:51,315 - mmaction - INFO - Epoch [11][1740/1879] lr: 5.491e-02, eta: 8 days, 6:07:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2422, top5_acc: 0.4898, loss_cls: 3.5303, loss: 3.5303, grad_norm: 2.0563 2021-06-19 07:20:36,121 - mmaction - INFO - Epoch [11][1760/1879] lr: 5.495e-02, eta: 8 days, 6:06:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4855, loss_cls: 3.5701, loss: 3.5701, grad_norm: 2.1415 2021-06-19 07:21:20,898 - mmaction - INFO - Epoch [11][1780/1879] lr: 5.499e-02, eta: 8 days, 6:05:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5055, loss_cls: 3.4444, loss: 3.4444, grad_norm: 2.1016 2021-06-19 07:22:05,778 - mmaction - INFO - Epoch [11][1800/1879] lr: 5.503e-02, eta: 8 days, 6:04:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.4656, loss: 3.4656, grad_norm: 2.0756 2021-06-19 07:22:50,593 - mmaction - INFO - Epoch [11][1820/1879] lr: 5.506e-02, eta: 8 days, 6:04:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2590, top5_acc: 0.5039, loss_cls: 3.4388, loss: 3.4388, grad_norm: 2.1002 2021-06-19 07:23:35,467 - mmaction - INFO - Epoch [11][1840/1879] lr: 5.510e-02, eta: 8 days, 6:03:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.5016, loss_cls: 3.4742, loss: 3.4742, grad_norm: 2.1013 2021-06-19 07:24:20,312 - mmaction - INFO - Epoch [11][1860/1879] lr: 5.514e-02, eta: 8 days, 6:02:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2547, top5_acc: 0.5125, loss_cls: 3.4301, loss: 3.4301, grad_norm: 2.0998 2021-06-19 07:25:03,497 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-06-19 07:26:32,143 - mmaction - INFO - Epoch [12][20/1879] lr: 5.513e-02, eta: 8 days, 6:01:11, time: 4.398, data_time: 2.146, memory: 7544, top1_acc: 0.2566, top5_acc: 0.5164, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.1373 2021-06-19 07:27:17,013 - mmaction - INFO - Epoch [12][40/1879] lr: 5.516e-02, eta: 8 days, 6:00:25, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.2500, top5_acc: 0.4930, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.2207 2021-06-19 07:28:01,995 - mmaction - INFO - Epoch [12][60/1879] lr: 5.520e-02, eta: 8 days, 5:59:42, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2488, top5_acc: 0.4910, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.1280 2021-06-19 07:28:46,978 - mmaction - INFO - Epoch [12][80/1879] lr: 5.524e-02, eta: 8 days, 5:58:58, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.4990, loss: 3.4990, grad_norm: 2.1973 2021-06-19 07:29:31,899 - mmaction - INFO - Epoch [12][100/1879] lr: 5.528e-02, eta: 8 days, 5:58:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2441, top5_acc: 0.4969, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.1571 2021-06-19 07:30:16,842 - mmaction - INFO - Epoch [12][120/1879] lr: 5.532e-02, eta: 8 days, 5:57:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2621, top5_acc: 0.5004, loss_cls: 3.4765, loss: 3.4765, grad_norm: 2.1576 2021-06-19 07:31:01,703 - mmaction - INFO - Epoch [12][140/1879] lr: 5.535e-02, eta: 8 days, 5:56:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2574, top5_acc: 0.5277, loss_cls: 3.4336, loss: 3.4336, grad_norm: 2.1593 2021-06-19 07:31:46,559 - mmaction - INFO - Epoch [12][160/1879] lr: 5.539e-02, eta: 8 days, 5:55:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2590, top5_acc: 0.5078, loss_cls: 3.4815, loss: 3.4815, grad_norm: 2.1442 2021-06-19 07:32:31,574 - mmaction - INFO - Epoch [12][180/1879] lr: 5.543e-02, eta: 8 days, 5:55:15, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.2465, top5_acc: 0.5027, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.2021 2021-06-19 07:33:16,625 - mmaction - INFO - Epoch [12][200/1879] lr: 5.547e-02, eta: 8 days, 5:54:32, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.2504, top5_acc: 0.4938, loss_cls: 3.4728, loss: 3.4728, grad_norm: 2.2971 2021-06-19 07:34:01,591 - mmaction - INFO - Epoch [12][220/1879] lr: 5.550e-02, eta: 8 days, 5:53:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2391, top5_acc: 0.4871, loss_cls: 3.5720, loss: 3.5720, grad_norm: 2.1848 2021-06-19 07:34:46,357 - mmaction - INFO - Epoch [12][240/1879] lr: 5.554e-02, eta: 8 days, 5:53:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2555, top5_acc: 0.5059, loss_cls: 3.4813, loss: 3.4813, grad_norm: 2.1475 2021-06-19 07:35:31,313 - mmaction - INFO - Epoch [12][260/1879] lr: 5.558e-02, eta: 8 days, 5:52:17, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.2437, top5_acc: 0.4949, loss_cls: 3.5237, loss: 3.5237, grad_norm: 2.1954 2021-06-19 07:36:16,321 - mmaction - INFO - Epoch [12][280/1879] lr: 5.562e-02, eta: 8 days, 5:51:34, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.2527, top5_acc: 0.5105, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.1060 2021-06-19 07:37:01,156 - mmaction - INFO - Epoch [12][300/1879] lr: 5.566e-02, eta: 8 days, 5:50:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2461, top5_acc: 0.4992, loss_cls: 3.4901, loss: 3.4901, grad_norm: 2.1285 2021-06-19 07:37:46,158 - mmaction - INFO - Epoch [12][320/1879] lr: 5.569e-02, eta: 8 days, 5:50:05, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.2516, top5_acc: 0.5082, loss_cls: 3.4286, loss: 3.4286, grad_norm: 2.1447 2021-06-19 07:38:31,081 - mmaction - INFO - Epoch [12][340/1879] lr: 5.573e-02, eta: 8 days, 5:49:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4891, loss_cls: 3.5328, loss: 3.5328, grad_norm: 2.0542 2021-06-19 07:39:15,864 - mmaction - INFO - Epoch [12][360/1879] lr: 5.577e-02, eta: 8 days, 5:48:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2457, top5_acc: 0.4828, loss_cls: 3.5321, loss: 3.5321, grad_norm: 2.1111 2021-06-19 07:40:00,771 - mmaction - INFO - Epoch [12][380/1879] lr: 5.581e-02, eta: 8 days, 5:47:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2441, top5_acc: 0.4949, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.0391 2021-06-19 07:40:45,601 - mmaction - INFO - Epoch [12][400/1879] lr: 5.585e-02, eta: 8 days, 5:47:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2570, top5_acc: 0.5113, loss_cls: 3.4621, loss: 3.4621, grad_norm: 2.0560 2021-06-19 07:41:30,449 - mmaction - INFO - Epoch [12][420/1879] lr: 5.588e-02, eta: 8 days, 5:46:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.4842, loss: 3.4842, grad_norm: 2.1083 2021-06-19 07:42:15,245 - mmaction - INFO - Epoch [12][440/1879] lr: 5.592e-02, eta: 8 days, 5:45:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.4980, loss_cls: 3.4402, loss: 3.4402, grad_norm: 2.2137 2021-06-19 07:43:00,095 - mmaction - INFO - Epoch [12][460/1879] lr: 5.596e-02, eta: 8 days, 5:44:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2594, top5_acc: 0.5039, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.2022 2021-06-19 07:43:44,924 - mmaction - INFO - Epoch [12][480/1879] lr: 5.600e-02, eta: 8 days, 5:43:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2570, top5_acc: 0.4914, loss_cls: 3.5012, loss: 3.5012, grad_norm: 2.1141 2021-06-19 07:44:29,793 - mmaction - INFO - Epoch [12][500/1879] lr: 5.604e-02, eta: 8 days, 5:43:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2578, top5_acc: 0.4918, loss_cls: 3.4847, loss: 3.4847, grad_norm: 2.1357 2021-06-19 07:45:14,461 - mmaction - INFO - Epoch [12][520/1879] lr: 5.607e-02, eta: 8 days, 5:42:25, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.5129, loss_cls: 3.3998, loss: 3.3998, grad_norm: 2.1415 2021-06-19 07:45:59,305 - mmaction - INFO - Epoch [12][540/1879] lr: 5.611e-02, eta: 8 days, 5:41:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2340, top5_acc: 0.4902, loss_cls: 3.5505, loss: 3.5505, grad_norm: 2.1381 2021-06-19 07:46:44,199 - mmaction - INFO - Epoch [12][560/1879] lr: 5.615e-02, eta: 8 days, 5:40:54, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 3.4919, loss: 3.4919, grad_norm: 2.1660 2021-06-19 07:47:29,086 - mmaction - INFO - Epoch [12][580/1879] lr: 5.619e-02, eta: 8 days, 5:40:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2500, top5_acc: 0.5172, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.1708 2021-06-19 07:48:13,837 - mmaction - INFO - Epoch [12][600/1879] lr: 5.623e-02, eta: 8 days, 5:39:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.4781, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.0937 2021-06-19 07:48:58,771 - mmaction - INFO - Epoch [12][620/1879] lr: 5.626e-02, eta: 8 days, 5:38:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2555, top5_acc: 0.5043, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.0459 2021-06-19 07:49:43,513 - mmaction - INFO - Epoch [12][640/1879] lr: 5.630e-02, eta: 8 days, 5:37:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.4945, loss_cls: 3.5464, loss: 3.5464, grad_norm: 2.1140 2021-06-19 07:50:28,441 - mmaction - INFO - Epoch [12][660/1879] lr: 5.634e-02, eta: 8 days, 5:37:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2562, top5_acc: 0.4988, loss_cls: 3.4915, loss: 3.4915, grad_norm: 2.1535 2021-06-19 07:51:13,308 - mmaction - INFO - Epoch [12][680/1879] lr: 5.638e-02, eta: 8 days, 5:36:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2594, top5_acc: 0.5035, loss_cls: 3.4410, loss: 3.4410, grad_norm: 2.0881 2021-06-19 07:51:58,200 - mmaction - INFO - Epoch [12][700/1879] lr: 5.642e-02, eta: 8 days, 5:35:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2430, top5_acc: 0.4961, loss_cls: 3.5218, loss: 3.5218, grad_norm: 2.1253 2021-06-19 07:52:43,093 - mmaction - INFO - Epoch [12][720/1879] lr: 5.645e-02, eta: 8 days, 5:34:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2516, top5_acc: 0.5062, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.0654 2021-06-19 07:53:27,960 - mmaction - INFO - Epoch [12][740/1879] lr: 5.649e-02, eta: 8 days, 5:34:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2492, top5_acc: 0.5078, loss_cls: 3.4932, loss: 3.4932, grad_norm: 2.1055 2021-06-19 07:54:12,657 - mmaction - INFO - Epoch [12][760/1879] lr: 5.653e-02, eta: 8 days, 5:33:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2613, top5_acc: 0.5074, loss_cls: 3.4927, loss: 3.4927, grad_norm: 2.0787 2021-06-19 07:54:57,330 - mmaction - INFO - Epoch [12][780/1879] lr: 5.657e-02, eta: 8 days, 5:32:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2664, top5_acc: 0.5195, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.1281 2021-06-19 07:55:42,147 - mmaction - INFO - Epoch [12][800/1879] lr: 5.661e-02, eta: 8 days, 5:31:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2609, top5_acc: 0.5043, loss_cls: 3.4783, loss: 3.4783, grad_norm: 2.0821 2021-06-19 07:56:27,058 - mmaction - INFO - Epoch [12][820/1879] lr: 5.664e-02, eta: 8 days, 5:30:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2332, top5_acc: 0.4930, loss_cls: 3.5167, loss: 3.5167, grad_norm: 2.1063 2021-06-19 07:57:11,847 - mmaction - INFO - Epoch [12][840/1879] lr: 5.668e-02, eta: 8 days, 5:30:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2520, top5_acc: 0.4996, loss_cls: 3.5128, loss: 3.5128, grad_norm: 2.0885 2021-06-19 07:57:56,623 - mmaction - INFO - Epoch [12][860/1879] lr: 5.672e-02, eta: 8 days, 5:29:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.5129, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.1520 2021-06-19 07:58:41,489 - mmaction - INFO - Epoch [12][880/1879] lr: 5.676e-02, eta: 8 days, 5:28:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2355, top5_acc: 0.4961, loss_cls: 3.5445, loss: 3.5445, grad_norm: 2.1432 2021-06-19 07:59:26,487 - mmaction - INFO - Epoch [12][900/1879] lr: 5.680e-02, eta: 8 days, 5:27:56, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.2379, top5_acc: 0.4875, loss_cls: 3.5379, loss: 3.5379, grad_norm: 2.1278 2021-06-19 08:00:11,211 - mmaction - INFO - Epoch [12][920/1879] lr: 5.683e-02, eta: 8 days, 5:27:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5098, loss_cls: 3.4064, loss: 3.4064, grad_norm: 2.1417 2021-06-19 08:00:55,999 - mmaction - INFO - Epoch [12][940/1879] lr: 5.687e-02, eta: 8 days, 5:26:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2465, top5_acc: 0.5016, loss_cls: 3.4933, loss: 3.4933, grad_norm: 2.1663 2021-06-19 08:01:40,815 - mmaction - INFO - Epoch [12][960/1879] lr: 5.691e-02, eta: 8 days, 5:25:36, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2496, top5_acc: 0.5012, loss_cls: 3.4480, loss: 3.4480, grad_norm: 2.0451 2021-06-19 08:02:25,662 - mmaction - INFO - Epoch [12][980/1879] lr: 5.695e-02, eta: 8 days, 5:24:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2652, top5_acc: 0.5129, loss_cls: 3.4135, loss: 3.4135, grad_norm: 2.1529 2021-06-19 08:03:10,551 - mmaction - INFO - Epoch [12][1000/1879] lr: 5.699e-02, eta: 8 days, 5:24:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5266, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.1491 2021-06-19 08:03:55,391 - mmaction - INFO - Epoch [12][1020/1879] lr: 5.702e-02, eta: 8 days, 5:23:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2566, top5_acc: 0.5047, loss_cls: 3.4125, loss: 3.4125, grad_norm: 2.1503 2021-06-19 08:04:40,071 - mmaction - INFO - Epoch [12][1040/1879] lr: 5.706e-02, eta: 8 days, 5:22:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2387, top5_acc: 0.5145, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.1155 2021-06-19 08:05:24,900 - mmaction - INFO - Epoch [12][1060/1879] lr: 5.710e-02, eta: 8 days, 5:21:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2512, top5_acc: 0.4926, loss_cls: 3.4877, loss: 3.4877, grad_norm: 2.1764 2021-06-19 08:06:09,670 - mmaction - INFO - Epoch [12][1080/1879] lr: 5.714e-02, eta: 8 days, 5:20:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2660, top5_acc: 0.5168, loss_cls: 3.3891, loss: 3.3891, grad_norm: 2.1516 2021-06-19 08:06:54,536 - mmaction - INFO - Epoch [12][1100/1879] lr: 5.718e-02, eta: 8 days, 5:20:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2570, top5_acc: 0.5062, loss_cls: 3.4541, loss: 3.4541, grad_norm: 2.1560 2021-06-19 08:07:39,373 - mmaction - INFO - Epoch [12][1120/1879] lr: 5.721e-02, eta: 8 days, 5:19:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2566, top5_acc: 0.5082, loss_cls: 3.4408, loss: 3.4408, grad_norm: 2.1261 2021-06-19 08:08:24,222 - mmaction - INFO - Epoch [12][1140/1879] lr: 5.725e-02, eta: 8 days, 5:18:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2629, top5_acc: 0.5137, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.0594 2021-06-19 08:09:08,928 - mmaction - INFO - Epoch [12][1160/1879] lr: 5.729e-02, eta: 8 days, 5:17:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2668, top5_acc: 0.5250, loss_cls: 3.3676, loss: 3.3676, grad_norm: 2.1064 2021-06-19 08:09:53,790 - mmaction - INFO - Epoch [12][1180/1879] lr: 5.733e-02, eta: 8 days, 5:17:09, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2434, top5_acc: 0.5051, loss_cls: 3.4467, loss: 3.4467, grad_norm: 2.0781 2021-06-19 08:10:38,567 - mmaction - INFO - Epoch [12][1200/1879] lr: 5.737e-02, eta: 8 days, 5:16:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2508, top5_acc: 0.5086, loss_cls: 3.4780, loss: 3.4780, grad_norm: 2.0594 2021-06-19 08:11:23,304 - mmaction - INFO - Epoch [12][1220/1879] lr: 5.740e-02, eta: 8 days, 5:15:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2699, top5_acc: 0.5133, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.0875 2021-06-19 08:12:08,202 - mmaction - INFO - Epoch [12][1240/1879] lr: 5.744e-02, eta: 8 days, 5:14:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2402, top5_acc: 0.4852, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.0618 2021-06-19 08:12:52,973 - mmaction - INFO - Epoch [12][1260/1879] lr: 5.748e-02, eta: 8 days, 5:14:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2676, top5_acc: 0.5180, loss_cls: 3.4338, loss: 3.4338, grad_norm: 2.0684 2021-06-19 08:13:37,853 - mmaction - INFO - Epoch [12][1280/1879] lr: 5.752e-02, eta: 8 days, 5:13:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2562, top5_acc: 0.5066, loss_cls: 3.4385, loss: 3.4385, grad_norm: 2.0461 2021-06-19 08:14:22,563 - mmaction - INFO - Epoch [12][1300/1879] lr: 5.756e-02, eta: 8 days, 5:12:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.5105, loss_cls: 3.4242, loss: 3.4242, grad_norm: 2.0854 2021-06-19 08:15:07,318 - mmaction - INFO - Epoch [12][1320/1879] lr: 5.759e-02, eta: 8 days, 5:11:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5090, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.1430 2021-06-19 08:15:52,174 - mmaction - INFO - Epoch [12][1340/1879] lr: 5.763e-02, eta: 8 days, 5:10:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2492, top5_acc: 0.5102, loss_cls: 3.4881, loss: 3.4881, grad_norm: 2.0923 2021-06-19 08:16:37,079 - mmaction - INFO - Epoch [12][1360/1879] lr: 5.767e-02, eta: 8 days, 5:10:13, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5191, loss_cls: 3.3982, loss: 3.3982, grad_norm: 2.1625 2021-06-19 08:17:21,978 - mmaction - INFO - Epoch [12][1380/1879] lr: 5.771e-02, eta: 8 days, 5:09:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2496, top5_acc: 0.5027, loss_cls: 3.4782, loss: 3.4782, grad_norm: 2.0911 2021-06-19 08:18:06,767 - mmaction - INFO - Epoch [12][1400/1879] lr: 5.774e-02, eta: 8 days, 5:08:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2578, top5_acc: 0.5125, loss_cls: 3.4511, loss: 3.4511, grad_norm: 2.0514 2021-06-19 08:18:51,390 - mmaction - INFO - Epoch [12][1420/1879] lr: 5.778e-02, eta: 8 days, 5:07:53, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.2520, top5_acc: 0.4945, loss_cls: 3.4823, loss: 3.4823, grad_norm: 2.1168 2021-06-19 08:19:36,111 - mmaction - INFO - Epoch [12][1440/1879] lr: 5.782e-02, eta: 8 days, 5:07:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2586, top5_acc: 0.5145, loss_cls: 3.4139, loss: 3.4139, grad_norm: 2.0620 2021-06-19 08:20:20,808 - mmaction - INFO - Epoch [12][1460/1879] lr: 5.786e-02, eta: 8 days, 5:06:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2465, top5_acc: 0.5043, loss_cls: 3.4506, loss: 3.4506, grad_norm: 2.0792 2021-06-19 08:21:05,553 - mmaction - INFO - Epoch [12][1480/1879] lr: 5.790e-02, eta: 8 days, 5:05:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.3883, loss: 3.3883, grad_norm: 2.1023 2021-06-19 08:21:50,250 - mmaction - INFO - Epoch [12][1500/1879] lr: 5.793e-02, eta: 8 days, 5:04:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.5000, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.1110 2021-06-19 08:22:34,997 - mmaction - INFO - Epoch [12][1520/1879] lr: 5.797e-02, eta: 8 days, 5:03:56, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2469, top5_acc: 0.5012, loss_cls: 3.5040, loss: 3.5040, grad_norm: 2.0646 2021-06-19 08:23:19,972 - mmaction - INFO - Epoch [12][1540/1879] lr: 5.801e-02, eta: 8 days, 5:03:12, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2559, top5_acc: 0.4820, loss_cls: 3.4827, loss: 3.4827, grad_norm: 2.1124 2021-06-19 08:24:04,630 - mmaction - INFO - Epoch [12][1560/1879] lr: 5.805e-02, eta: 8 days, 5:02:24, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2695, top5_acc: 0.5211, loss_cls: 3.4002, loss: 3.4002, grad_norm: 2.0640 2021-06-19 08:24:49,494 - mmaction - INFO - Epoch [12][1580/1879] lr: 5.809e-02, eta: 8 days, 5:01:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2430, top5_acc: 0.4973, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.0692 2021-06-19 08:25:34,363 - mmaction - INFO - Epoch [12][1600/1879] lr: 5.812e-02, eta: 8 days, 5:00:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5098, loss_cls: 3.4110, loss: 3.4110, grad_norm: 2.1192 2021-06-19 08:26:19,111 - mmaction - INFO - Epoch [12][1620/1879] lr: 5.816e-02, eta: 8 days, 5:00:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2633, top5_acc: 0.5285, loss_cls: 3.3981, loss: 3.3981, grad_norm: 2.0220 2021-06-19 08:27:03,977 - mmaction - INFO - Epoch [12][1640/1879] lr: 5.820e-02, eta: 8 days, 4:59:21, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2523, top5_acc: 0.4992, loss_cls: 3.4745, loss: 3.4745, grad_norm: 2.0634 2021-06-19 08:27:48,894 - mmaction - INFO - Epoch [12][1660/1879] lr: 5.824e-02, eta: 8 days, 4:58:36, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2727, top5_acc: 0.5238, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.0611 2021-06-19 08:28:33,723 - mmaction - INFO - Epoch [12][1680/1879] lr: 5.828e-02, eta: 8 days, 4:57:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 3.4537, loss: 3.4537, grad_norm: 2.0709 2021-06-19 08:29:18,430 - mmaction - INFO - Epoch [12][1700/1879] lr: 5.831e-02, eta: 8 days, 4:57:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2805, top5_acc: 0.5363, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.1522 2021-06-19 08:30:03,242 - mmaction - INFO - Epoch [12][1720/1879] lr: 5.835e-02, eta: 8 days, 4:56:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4256, loss: 3.4256, grad_norm: 2.0720 2021-06-19 08:30:48,106 - mmaction - INFO - Epoch [12][1740/1879] lr: 5.839e-02, eta: 8 days, 4:55:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2531, top5_acc: 0.5168, loss_cls: 3.3931, loss: 3.3931, grad_norm: 2.1624 2021-06-19 08:31:32,833 - mmaction - INFO - Epoch [12][1760/1879] lr: 5.843e-02, eta: 8 days, 4:54:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2437, top5_acc: 0.5020, loss_cls: 3.4789, loss: 3.4789, grad_norm: 2.1118 2021-06-19 08:32:17,584 - mmaction - INFO - Epoch [12][1780/1879] lr: 5.847e-02, eta: 8 days, 4:53:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5098, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.2409 2021-06-19 08:33:02,291 - mmaction - INFO - Epoch [12][1800/1879] lr: 5.850e-02, eta: 8 days, 4:53:10, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2512, top5_acc: 0.5074, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.3968 2021-06-19 08:33:47,146 - mmaction - INFO - Epoch [12][1820/1879] lr: 5.854e-02, eta: 8 days, 4:52:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2410, top5_acc: 0.4898, loss_cls: 3.5361, loss: 3.5361, grad_norm: 2.1286 2021-06-19 08:34:31,927 - mmaction - INFO - Epoch [12][1840/1879] lr: 5.858e-02, eta: 8 days, 4:51:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2434, top5_acc: 0.4953, loss_cls: 3.5026, loss: 3.5026, grad_norm: 2.0481 2021-06-19 08:35:16,633 - mmaction - INFO - Epoch [12][1860/1879] lr: 5.862e-02, eta: 8 days, 4:50:50, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2699, top5_acc: 0.5156, loss_cls: 3.3915, loss: 3.3915, grad_norm: 2.1006 2021-06-19 08:35:59,825 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-06-19 08:37:36,388 - mmaction - INFO - Epoch [13][20/1879] lr: 5.859e-02, eta: 8 days, 4:51:14, time: 4.774, data_time: 2.119, memory: 7544, top1_acc: 0.2609, top5_acc: 0.5207, loss_cls: 3.4291, loss: 3.4291, grad_norm: 2.1134 2021-06-19 08:38:21,260 - mmaction - INFO - Epoch [13][40/1879] lr: 5.863e-02, eta: 8 days, 4:50:28, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.2648, top5_acc: 0.5184, loss_cls: 3.3893, loss: 3.3893, grad_norm: 2.1411 2021-06-19 08:39:06,169 - mmaction - INFO - Epoch [13][60/1879] lr: 5.866e-02, eta: 8 days, 4:49:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2574, top5_acc: 0.5227, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.1200 2021-06-19 08:39:51,100 - mmaction - INFO - Epoch [13][80/1879] lr: 5.870e-02, eta: 8 days, 4:48:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2676, top5_acc: 0.4961, loss_cls: 3.4185, loss: 3.4185, grad_norm: 2.0836 2021-06-19 08:40:36,072 - mmaction - INFO - Epoch [13][100/1879] lr: 5.874e-02, eta: 8 days, 4:48:15, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2598, top5_acc: 0.5105, loss_cls: 3.4258, loss: 3.4258, grad_norm: 2.0901 2021-06-19 08:41:21,008 - mmaction - INFO - Epoch [13][120/1879] lr: 5.878e-02, eta: 8 days, 4:47:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2762, top5_acc: 0.5289, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.1352 2021-06-19 08:42:05,906 - mmaction - INFO - Epoch [13][140/1879] lr: 5.882e-02, eta: 8 days, 4:46:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2687, top5_acc: 0.5168, loss_cls: 3.3894, loss: 3.3894, grad_norm: 2.1568 2021-06-19 08:42:50,841 - mmaction - INFO - Epoch [13][160/1879] lr: 5.885e-02, eta: 8 days, 4:46:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2684, top5_acc: 0.5074, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.1012 2021-06-19 08:43:35,703 - mmaction - INFO - Epoch [13][180/1879] lr: 5.889e-02, eta: 8 days, 4:45:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2668, top5_acc: 0.5316, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.1896 2021-06-19 08:44:20,533 - mmaction - INFO - Epoch [13][200/1879] lr: 5.893e-02, eta: 8 days, 4:44:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 3.3882, loss: 3.3882, grad_norm: 2.1460 2021-06-19 08:45:05,392 - mmaction - INFO - Epoch [13][220/1879] lr: 5.897e-02, eta: 8 days, 4:43:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2578, top5_acc: 0.5105, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.1523 2021-06-19 08:45:50,179 - mmaction - INFO - Epoch [13][240/1879] lr: 5.901e-02, eta: 8 days, 4:42:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2664, top5_acc: 0.5168, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.1317 2021-06-19 08:46:35,071 - mmaction - INFO - Epoch [13][260/1879] lr: 5.904e-02, eta: 8 days, 4:42:13, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2535, top5_acc: 0.4934, loss_cls: 3.4674, loss: 3.4674, grad_norm: 2.0986 2021-06-19 08:47:19,966 - mmaction - INFO - Epoch [13][280/1879] lr: 5.908e-02, eta: 8 days, 4:41:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2676, top5_acc: 0.5312, loss_cls: 3.3831, loss: 3.3831, grad_norm: 2.0761 2021-06-19 08:48:04,706 - mmaction - INFO - Epoch [13][300/1879] lr: 5.912e-02, eta: 8 days, 4:40:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5344, loss_cls: 3.3044, loss: 3.3044, grad_norm: 2.1081 2021-06-19 08:48:49,501 - mmaction - INFO - Epoch [13][320/1879] lr: 5.916e-02, eta: 8 days, 4:39:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2629, top5_acc: 0.5055, loss_cls: 3.4195, loss: 3.4195, grad_norm: 2.1357 2021-06-19 08:49:34,326 - mmaction - INFO - Epoch [13][340/1879] lr: 5.920e-02, eta: 8 days, 4:39:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2617, top5_acc: 0.5293, loss_cls: 3.3759, loss: 3.3759, grad_norm: 2.0783 2021-06-19 08:50:19,051 - mmaction - INFO - Epoch [13][360/1879] lr: 5.923e-02, eta: 8 days, 4:38:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2547, top5_acc: 0.5027, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.1524 2021-06-19 08:51:03,906 - mmaction - INFO - Epoch [13][380/1879] lr: 5.927e-02, eta: 8 days, 4:37:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2617, top5_acc: 0.4992, loss_cls: 3.4422, loss: 3.4422, grad_norm: 2.0626 2021-06-19 08:51:48,773 - mmaction - INFO - Epoch [13][400/1879] lr: 5.931e-02, eta: 8 days, 4:36:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5340, loss_cls: 3.3820, loss: 3.3820, grad_norm: 2.0487 2021-06-19 08:52:33,679 - mmaction - INFO - Epoch [13][420/1879] lr: 5.935e-02, eta: 8 days, 4:36:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2543, top5_acc: 0.5156, loss_cls: 3.4138, loss: 3.4138, grad_norm: 2.1383 2021-06-19 08:53:18,474 - mmaction - INFO - Epoch [13][440/1879] lr: 5.939e-02, eta: 8 days, 4:35:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2836, top5_acc: 0.5293, loss_cls: 3.3878, loss: 3.3878, grad_norm: 2.0729 2021-06-19 08:54:03,237 - mmaction - INFO - Epoch [13][460/1879] lr: 5.942e-02, eta: 8 days, 4:34:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2555, top5_acc: 0.4980, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.0966 2021-06-19 08:54:48,097 - mmaction - INFO - Epoch [13][480/1879] lr: 5.946e-02, eta: 8 days, 4:33:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2656, top5_acc: 0.5148, loss_cls: 3.3973, loss: 3.3973, grad_norm: 2.1543 2021-06-19 08:55:32,970 - mmaction - INFO - Epoch [13][500/1879] lr: 5.950e-02, eta: 8 days, 4:33:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2645, top5_acc: 0.5215, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.1911 2021-06-19 08:56:17,749 - mmaction - INFO - Epoch [13][520/1879] lr: 5.954e-02, eta: 8 days, 4:32:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2543, top5_acc: 0.5164, loss_cls: 3.3851, loss: 3.3851, grad_norm: 2.1155 2021-06-19 08:57:02,570 - mmaction - INFO - Epoch [13][540/1879] lr: 5.957e-02, eta: 8 days, 4:31:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2793, top5_acc: 0.5301, loss_cls: 3.3866, loss: 3.3866, grad_norm: 2.0221 2021-06-19 08:57:47,341 - mmaction - INFO - Epoch [13][560/1879] lr: 5.961e-02, eta: 8 days, 4:30:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2648, top5_acc: 0.5242, loss_cls: 3.3938, loss: 3.3938, grad_norm: 2.0388 2021-06-19 08:58:32,055 - mmaction - INFO - Epoch [13][580/1879] lr: 5.965e-02, eta: 8 days, 4:29:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2715, top5_acc: 0.5344, loss_cls: 3.3963, loss: 3.3963, grad_norm: 2.0691 2021-06-19 08:59:16,803 - mmaction - INFO - Epoch [13][600/1879] lr: 5.969e-02, eta: 8 days, 4:29:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2715, top5_acc: 0.5223, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.0741 2021-06-19 09:00:01,463 - mmaction - INFO - Epoch [13][620/1879] lr: 5.973e-02, eta: 8 days, 4:28:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2660, top5_acc: 0.5184, loss_cls: 3.4154, loss: 3.4154, grad_norm: 2.0674 2021-06-19 09:00:46,201 - mmaction - INFO - Epoch [13][640/1879] lr: 5.976e-02, eta: 8 days, 4:27:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2473, top5_acc: 0.5145, loss_cls: 3.4573, loss: 3.4573, grad_norm: 2.0913 2021-06-19 09:01:31,156 - mmaction - INFO - Epoch [13][660/1879] lr: 5.980e-02, eta: 8 days, 4:26:48, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.2664, top5_acc: 0.5246, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.1123 2021-06-19 09:02:16,030 - mmaction - INFO - Epoch [13][680/1879] lr: 5.984e-02, eta: 8 days, 4:26:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2730, top5_acc: 0.5328, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.1326 2021-06-19 09:03:00,750 - mmaction - INFO - Epoch [13][700/1879] lr: 5.988e-02, eta: 8 days, 4:25:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2477, top5_acc: 0.4906, loss_cls: 3.4958, loss: 3.4958, grad_norm: 2.1000 2021-06-19 09:03:45,600 - mmaction - INFO - Epoch [13][720/1879] lr: 5.992e-02, eta: 8 days, 4:24:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2789, top5_acc: 0.5324, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.0510 2021-06-19 09:04:30,414 - mmaction - INFO - Epoch [13][740/1879] lr: 5.995e-02, eta: 8 days, 4:23:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5191, loss_cls: 3.4073, loss: 3.4073, grad_norm: 2.1873 2021-06-19 09:05:15,308 - mmaction - INFO - Epoch [13][760/1879] lr: 5.999e-02, eta: 8 days, 4:22:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2645, top5_acc: 0.5191, loss_cls: 3.4181, loss: 3.4181, grad_norm: 2.1166 2021-06-19 09:06:00,063 - mmaction - INFO - Epoch [13][780/1879] lr: 6.003e-02, eta: 8 days, 4:22:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2816, top5_acc: 0.5395, loss_cls: 3.3010, loss: 3.3010, grad_norm: 2.1876 2021-06-19 09:06:44,845 - mmaction - INFO - Epoch [13][800/1879] lr: 6.007e-02, eta: 8 days, 4:21:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5293, loss_cls: 3.3732, loss: 3.3732, grad_norm: 2.1693 2021-06-19 09:07:29,718 - mmaction - INFO - Epoch [13][820/1879] lr: 6.011e-02, eta: 8 days, 4:20:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.5160, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.0606 2021-06-19 09:08:14,534 - mmaction - INFO - Epoch [13][840/1879] lr: 6.014e-02, eta: 8 days, 4:19:54, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2719, top5_acc: 0.5191, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.1535 2021-06-19 09:08:59,392 - mmaction - INFO - Epoch [13][860/1879] lr: 6.018e-02, eta: 8 days, 4:19:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2664, top5_acc: 0.5223, loss_cls: 3.4252, loss: 3.4252, grad_norm: 2.0981 2021-06-19 09:09:44,170 - mmaction - INFO - Epoch [13][880/1879] lr: 6.022e-02, eta: 8 days, 4:18:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.5164, loss_cls: 3.4362, loss: 3.4362, grad_norm: 2.3165 2021-06-19 09:10:29,030 - mmaction - INFO - Epoch [13][900/1879] lr: 6.026e-02, eta: 8 days, 4:17:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2723, top5_acc: 0.5293, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.0699 2021-06-19 09:11:13,699 - mmaction - INFO - Epoch [13][920/1879] lr: 6.029e-02, eta: 8 days, 4:16:49, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.2672, top5_acc: 0.5152, loss_cls: 3.3594, loss: 3.3594, grad_norm: 2.1367 2021-06-19 09:11:58,455 - mmaction - INFO - Epoch [13][940/1879] lr: 6.033e-02, eta: 8 days, 4:16:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5105, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.1540 2021-06-19 09:12:43,275 - mmaction - INFO - Epoch [13][960/1879] lr: 6.037e-02, eta: 8 days, 4:15:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2527, top5_acc: 0.5020, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.1150 2021-06-19 09:13:28,021 - mmaction - INFO - Epoch [13][980/1879] lr: 6.041e-02, eta: 8 days, 4:14:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2594, top5_acc: 0.5145, loss_cls: 3.4031, loss: 3.4031, grad_norm: 2.0619 2021-06-19 09:14:12,820 - mmaction - INFO - Epoch [13][1000/1879] lr: 6.045e-02, eta: 8 days, 4:13:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2793, top5_acc: 0.5258, loss_cls: 3.3852, loss: 3.3852, grad_norm: 2.0659 2021-06-19 09:14:57,608 - mmaction - INFO - Epoch [13][1020/1879] lr: 6.048e-02, eta: 8 days, 4:12:57, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2727, top5_acc: 0.5152, loss_cls: 3.3803, loss: 3.3803, grad_norm: 2.0650 2021-06-19 09:15:42,389 - mmaction - INFO - Epoch [13][1040/1879] lr: 6.052e-02, eta: 8 days, 4:12:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2723, top5_acc: 0.5152, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.0647 2021-06-19 09:16:27,222 - mmaction - INFO - Epoch [13][1060/1879] lr: 6.056e-02, eta: 8 days, 4:11:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2797, top5_acc: 0.5324, loss_cls: 3.3381, loss: 3.3381, grad_norm: 2.0528 2021-06-19 09:17:12,058 - mmaction - INFO - Epoch [13][1080/1879] lr: 6.060e-02, eta: 8 days, 4:10:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2633, top5_acc: 0.5246, loss_cls: 3.3524, loss: 3.3524, grad_norm: 2.0909 2021-06-19 09:17:56,909 - mmaction - INFO - Epoch [13][1100/1879] lr: 6.064e-02, eta: 8 days, 4:09:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2645, top5_acc: 0.5039, loss_cls: 3.4685, loss: 3.4685, grad_norm: 2.1348 2021-06-19 09:18:41,605 - mmaction - INFO - Epoch [13][1120/1879] lr: 6.067e-02, eta: 8 days, 4:09:05, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.2594, top5_acc: 0.4965, loss_cls: 3.4837, loss: 3.4837, grad_norm: 2.0652 2021-06-19 09:19:26,357 - mmaction - INFO - Epoch [13][1140/1879] lr: 6.071e-02, eta: 8 days, 4:08:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2672, top5_acc: 0.5270, loss_cls: 3.3815, loss: 3.3815, grad_norm: 2.0705 2021-06-19 09:20:11,219 - mmaction - INFO - Epoch [13][1160/1879] lr: 6.075e-02, eta: 8 days, 4:07:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2637, top5_acc: 0.5164, loss_cls: 3.4111, loss: 3.4111, grad_norm: 2.0677 2021-06-19 09:20:55,984 - mmaction - INFO - Epoch [13][1180/1879] lr: 6.079e-02, eta: 8 days, 4:06:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2582, top5_acc: 0.5141, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.0894 2021-06-19 09:21:40,830 - mmaction - INFO - Epoch [13][1200/1879] lr: 6.083e-02, eta: 8 days, 4:06:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2770, top5_acc: 0.5406, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.1000 2021-06-19 09:22:25,596 - mmaction - INFO - Epoch [13][1220/1879] lr: 6.086e-02, eta: 8 days, 4:05:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2746, top5_acc: 0.5180, loss_cls: 3.3681, loss: 3.3681, grad_norm: 2.1025 2021-06-19 09:23:10,343 - mmaction - INFO - Epoch [13][1240/1879] lr: 6.090e-02, eta: 8 days, 4:04:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2734, top5_acc: 0.5215, loss_cls: 3.4057, loss: 3.4057, grad_norm: 2.0440 2021-06-19 09:23:55,010 - mmaction - INFO - Epoch [13][1260/1879] lr: 6.094e-02, eta: 8 days, 4:03:39, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2578, top5_acc: 0.5258, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.1162 2021-06-19 09:24:39,946 - mmaction - INFO - Epoch [13][1280/1879] lr: 6.098e-02, eta: 8 days, 4:02:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2742, top5_acc: 0.5422, loss_cls: 3.3185, loss: 3.3185, grad_norm: 2.0577 2021-06-19 09:25:24,768 - mmaction - INFO - Epoch [13][1300/1879] lr: 6.101e-02, eta: 8 days, 4:02:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2617, top5_acc: 0.5121, loss_cls: 3.4117, loss: 3.4117, grad_norm: 2.0582 2021-06-19 09:26:09,626 - mmaction - INFO - Epoch [13][1320/1879] lr: 6.105e-02, eta: 8 days, 4:01:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5230, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.1290 2021-06-19 09:26:54,387 - mmaction - INFO - Epoch [13][1340/1879] lr: 6.109e-02, eta: 8 days, 4:00:37, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2711, top5_acc: 0.5074, loss_cls: 3.3807, loss: 3.3807, grad_norm: 2.0236 2021-06-19 09:27:39,305 - mmaction - INFO - Epoch [13][1360/1879] lr: 6.113e-02, eta: 8 days, 3:59:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2617, top5_acc: 0.5203, loss_cls: 3.3901, loss: 3.3901, grad_norm: 2.0438 2021-06-19 09:28:24,141 - mmaction - INFO - Epoch [13][1380/1879] lr: 6.117e-02, eta: 8 days, 3:59:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2621, top5_acc: 0.5160, loss_cls: 3.3888, loss: 3.3888, grad_norm: 2.0715 2021-06-19 09:29:08,958 - mmaction - INFO - Epoch [13][1400/1879] lr: 6.120e-02, eta: 8 days, 3:58:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2824, top5_acc: 0.5383, loss_cls: 3.3039, loss: 3.3039, grad_norm: 2.0139 2021-06-19 09:29:53,691 - mmaction - INFO - Epoch [13][1420/1879] lr: 6.124e-02, eta: 8 days, 3:57:34, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2668, top5_acc: 0.5207, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.0707 2021-06-19 09:30:38,441 - mmaction - INFO - Epoch [13][1440/1879] lr: 6.128e-02, eta: 8 days, 3:56:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5133, loss_cls: 3.4068, loss: 3.4068, grad_norm: 2.1137 2021-06-19 09:31:23,288 - mmaction - INFO - Epoch [13][1460/1879] lr: 6.132e-02, eta: 8 days, 3:56:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2648, top5_acc: 0.5246, loss_cls: 3.3854, loss: 3.3854, grad_norm: 2.1468 2021-06-19 09:32:08,095 - mmaction - INFO - Epoch [13][1480/1879] lr: 6.136e-02, eta: 8 days, 3:55:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5344, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.1687 2021-06-19 09:32:52,896 - mmaction - INFO - Epoch [13][1500/1879] lr: 6.139e-02, eta: 8 days, 3:54:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5238, loss_cls: 3.3843, loss: 3.3843, grad_norm: 2.1096 2021-06-19 09:33:37,685 - mmaction - INFO - Epoch [13][1520/1879] lr: 6.143e-02, eta: 8 days, 3:53:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2730, top5_acc: 0.5320, loss_cls: 3.3735, loss: 3.3735, grad_norm: 2.1464 2021-06-19 09:34:22,558 - mmaction - INFO - Epoch [13][1540/1879] lr: 6.147e-02, eta: 8 days, 3:52:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2836, top5_acc: 0.5391, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.2045 2021-06-19 09:35:07,383 - mmaction - INFO - Epoch [13][1560/1879] lr: 6.151e-02, eta: 8 days, 3:52:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2504, top5_acc: 0.5121, loss_cls: 3.4097, loss: 3.4097, grad_norm: 2.1674 2021-06-19 09:35:52,165 - mmaction - INFO - Epoch [13][1580/1879] lr: 6.155e-02, eta: 8 days, 3:51:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2879, top5_acc: 0.5371, loss_cls: 3.3248, loss: 3.3248, grad_norm: 2.0729 2021-06-19 09:36:36,936 - mmaction - INFO - Epoch [13][1600/1879] lr: 6.158e-02, eta: 8 days, 3:50:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2586, top5_acc: 0.5324, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.1676 2021-06-19 09:37:21,859 - mmaction - INFO - Epoch [13][1620/1879] lr: 6.162e-02, eta: 8 days, 3:49:54, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2641, top5_acc: 0.5211, loss_cls: 3.3961, loss: 3.3961, grad_norm: 2.0888 2021-06-19 09:38:06,542 - mmaction - INFO - Epoch [13][1640/1879] lr: 6.166e-02, eta: 8 days, 3:49:07, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5301, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.0930 2021-06-19 09:38:51,435 - mmaction - INFO - Epoch [13][1660/1879] lr: 6.170e-02, eta: 8 days, 3:48:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5262, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.0413 2021-06-19 09:39:36,209 - mmaction - INFO - Epoch [13][1680/1879] lr: 6.173e-02, eta: 8 days, 3:47:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5250, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.0438 2021-06-19 09:40:20,975 - mmaction - INFO - Epoch [13][1700/1879] lr: 6.177e-02, eta: 8 days, 3:46:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2676, top5_acc: 0.5211, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.1193 2021-06-19 09:41:05,942 - mmaction - INFO - Epoch [13][1720/1879] lr: 6.181e-02, eta: 8 days, 3:46:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2555, top5_acc: 0.5199, loss_cls: 3.3632, loss: 3.3632, grad_norm: 2.0547 2021-06-19 09:41:50,732 - mmaction - INFO - Epoch [13][1740/1879] lr: 6.185e-02, eta: 8 days, 3:45:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5391, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.0783 2021-06-19 09:42:35,472 - mmaction - INFO - Epoch [13][1760/1879] lr: 6.189e-02, eta: 8 days, 3:44:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2703, top5_acc: 0.5285, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.0623 2021-06-19 09:43:20,227 - mmaction - INFO - Epoch [13][1780/1879] lr: 6.192e-02, eta: 8 days, 3:43:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5234, loss_cls: 3.3913, loss: 3.3913, grad_norm: 2.0365 2021-06-19 09:44:04,853 - mmaction - INFO - Epoch [13][1800/1879] lr: 6.196e-02, eta: 8 days, 3:42:56, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.2781, top5_acc: 0.5227, loss_cls: 3.3691, loss: 3.3691, grad_norm: 2.0355 2021-06-19 09:44:49,492 - mmaction - INFO - Epoch [13][1820/1879] lr: 6.200e-02, eta: 8 days, 3:42:08, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.2762, top5_acc: 0.5336, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.0791 2021-06-19 09:45:34,237 - mmaction - INFO - Epoch [13][1840/1879] lr: 6.204e-02, eta: 8 days, 3:41:21, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3398, loss: 3.3398, grad_norm: 2.0796 2021-06-19 09:46:18,987 - mmaction - INFO - Epoch [13][1860/1879] lr: 6.208e-02, eta: 8 days, 3:40:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5215, loss_cls: 3.3991, loss: 3.3991, grad_norm: 2.0631 2021-06-19 09:47:02,004 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-06-19 09:48:30,757 - mmaction - INFO - Epoch [14][20/1879] lr: 6.203e-02, eta: 8 days, 3:39:12, time: 4.398, data_time: 2.121, memory: 7544, top1_acc: 0.2922, top5_acc: 0.5367, loss_cls: 3.3074, loss: 3.3074, grad_norm: 2.0989 2021-06-19 09:49:15,778 - mmaction - INFO - Epoch [14][40/1879] lr: 6.207e-02, eta: 8 days, 3:38:29, time: 2.251, data_time: 0.004, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5266, loss_cls: 3.3674, loss: 3.3674, grad_norm: 2.0508 2021-06-19 09:50:00,634 - mmaction - INFO - Epoch [14][60/1879] lr: 6.211e-02, eta: 8 days, 3:37:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2742, top5_acc: 0.5273, loss_cls: 3.3478, loss: 3.3478, grad_norm: 2.0979 2021-06-19 09:50:45,601 - mmaction - INFO - Epoch [14][80/1879] lr: 6.214e-02, eta: 8 days, 3:36:59, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5398, loss_cls: 3.3011, loss: 3.3011, grad_norm: 2.0664 2021-06-19 09:51:30,511 - mmaction - INFO - Epoch [14][100/1879] lr: 6.218e-02, eta: 8 days, 3:36:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5391, loss_cls: 3.3342, loss: 3.3342, grad_norm: 2.0239 2021-06-19 09:52:15,454 - mmaction - INFO - Epoch [14][120/1879] lr: 6.222e-02, eta: 8 days, 3:35:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2695, top5_acc: 0.5254, loss_cls: 3.3328, loss: 3.3328, grad_norm: 2.0576 2021-06-19 09:53:00,415 - mmaction - INFO - Epoch [14][140/1879] lr: 6.226e-02, eta: 8 days, 3:34:46, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2805, top5_acc: 0.5375, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.0791 2021-06-19 09:53:45,182 - mmaction - INFO - Epoch [14][160/1879] lr: 6.230e-02, eta: 8 days, 3:34:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2746, top5_acc: 0.5188, loss_cls: 3.3825, loss: 3.3825, grad_norm: 2.0480 2021-06-19 09:54:30,063 - mmaction - INFO - Epoch [14][180/1879] lr: 6.233e-02, eta: 8 days, 3:33:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2820, top5_acc: 0.5445, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.1344 2021-06-19 09:55:14,971 - mmaction - INFO - Epoch [14][200/1879] lr: 6.237e-02, eta: 8 days, 3:32:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2734, top5_acc: 0.5211, loss_cls: 3.3588, loss: 3.3588, grad_norm: 2.1020 2021-06-19 09:55:59,758 - mmaction - INFO - Epoch [14][220/1879] lr: 6.241e-02, eta: 8 days, 3:31:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5437, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.1522 2021-06-19 09:56:44,618 - mmaction - INFO - Epoch [14][240/1879] lr: 6.245e-02, eta: 8 days, 3:30:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2738, top5_acc: 0.5305, loss_cls: 3.3606, loss: 3.3606, grad_norm: 2.1089 2021-06-19 09:57:29,551 - mmaction - INFO - Epoch [14][260/1879] lr: 6.249e-02, eta: 8 days, 3:30:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2789, top5_acc: 0.5461, loss_cls: 3.3031, loss: 3.3031, grad_norm: 2.1931 2021-06-19 09:58:14,520 - mmaction - INFO - Epoch [14][280/1879] lr: 6.252e-02, eta: 8 days, 3:29:30, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2687, top5_acc: 0.5254, loss_cls: 3.3485, loss: 3.3485, grad_norm: 2.0934 2021-06-19 09:58:59,383 - mmaction - INFO - Epoch [14][300/1879] lr: 6.256e-02, eta: 8 days, 3:28:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2738, top5_acc: 0.5367, loss_cls: 3.2966, loss: 3.2966, grad_norm: 2.0521 2021-06-19 09:59:44,341 - mmaction - INFO - Epoch [14][320/1879] lr: 6.260e-02, eta: 8 days, 3:28:01, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5441, loss_cls: 3.2791, loss: 3.2791, grad_norm: 2.1419 2021-06-19 10:00:29,290 - mmaction - INFO - Epoch [14][340/1879] lr: 6.264e-02, eta: 8 days, 3:27:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2820, top5_acc: 0.5406, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.1230 2021-06-19 10:01:14,115 - mmaction - INFO - Epoch [14][360/1879] lr: 6.267e-02, eta: 8 days, 3:26:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2738, top5_acc: 0.5309, loss_cls: 3.3617, loss: 3.3617, grad_norm: 2.1288 2021-06-19 10:01:58,787 - mmaction - INFO - Epoch [14][380/1879] lr: 6.271e-02, eta: 8 days, 3:25:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2676, top5_acc: 0.5437, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.1000 2021-06-19 10:02:43,866 - mmaction - INFO - Epoch [14][400/1879] lr: 6.275e-02, eta: 8 days, 3:25:00, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5367, loss_cls: 3.3090, loss: 3.3090, grad_norm: 2.1029 2021-06-19 10:03:28,735 - mmaction - INFO - Epoch [14][420/1879] lr: 6.279e-02, eta: 8 days, 3:24:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.0917 2021-06-19 10:04:13,659 - mmaction - INFO - Epoch [14][440/1879] lr: 6.283e-02, eta: 8 days, 3:23:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.4110, loss: 3.4110, grad_norm: 2.1003 2021-06-19 10:04:58,548 - mmaction - INFO - Epoch [14][460/1879] lr: 6.286e-02, eta: 8 days, 3:22:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5289, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.0951 2021-06-19 10:05:43,495 - mmaction - INFO - Epoch [14][480/1879] lr: 6.290e-02, eta: 8 days, 3:22:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5227, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.1177 2021-06-19 10:06:28,188 - mmaction - INFO - Epoch [14][500/1879] lr: 6.294e-02, eta: 8 days, 3:21:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5316, loss_cls: 3.3185, loss: 3.3185, grad_norm: 2.1319 2021-06-19 10:07:13,198 - mmaction - INFO - Epoch [14][520/1879] lr: 6.298e-02, eta: 8 days, 3:20:30, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.2934, top5_acc: 0.5383, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.1871 2021-06-19 10:07:57,970 - mmaction - INFO - Epoch [14][540/1879] lr: 6.301e-02, eta: 8 days, 3:19:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2770, top5_acc: 0.5254, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.1073 2021-06-19 10:08:42,859 - mmaction - INFO - Epoch [14][560/1879] lr: 6.305e-02, eta: 8 days, 3:18:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2750, top5_acc: 0.5430, loss_cls: 3.2969, loss: 3.2969, grad_norm: 2.0891 2021-06-19 10:09:27,749 - mmaction - INFO - Epoch [14][580/1879] lr: 6.309e-02, eta: 8 days, 3:18:14, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2637, top5_acc: 0.5227, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.0990 2021-06-19 10:10:12,614 - mmaction - INFO - Epoch [14][600/1879] lr: 6.313e-02, eta: 8 days, 3:17:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.0812 2021-06-19 10:10:57,464 - mmaction - INFO - Epoch [14][620/1879] lr: 6.317e-02, eta: 8 days, 3:16:43, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2824, top5_acc: 0.5227, loss_cls: 3.3275, loss: 3.3275, grad_norm: 2.0631 2021-06-19 10:11:42,362 - mmaction - INFO - Epoch [14][640/1879] lr: 6.320e-02, eta: 8 days, 3:15:58, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2797, top5_acc: 0.5410, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.0668 2021-06-19 10:12:27,111 - mmaction - INFO - Epoch [14][660/1879] lr: 6.324e-02, eta: 8 days, 3:15:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5344, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.0776 2021-06-19 10:13:11,935 - mmaction - INFO - Epoch [14][680/1879] lr: 6.328e-02, eta: 8 days, 3:14:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5387, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.1658 2021-06-19 10:13:56,812 - mmaction - INFO - Epoch [14][700/1879] lr: 6.332e-02, eta: 8 days, 3:13:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5363, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.0766 2021-06-19 10:14:41,621 - mmaction - INFO - Epoch [14][720/1879] lr: 6.336e-02, eta: 8 days, 3:12:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5203, loss_cls: 3.3644, loss: 3.3644, grad_norm: 2.1136 2021-06-19 10:15:26,461 - mmaction - INFO - Epoch [14][740/1879] lr: 6.339e-02, eta: 8 days, 3:12:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5188, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.1154 2021-06-19 10:16:11,189 - mmaction - INFO - Epoch [14][760/1879] lr: 6.343e-02, eta: 8 days, 3:11:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2648, top5_acc: 0.5348, loss_cls: 3.3119, loss: 3.3119, grad_norm: 2.0956 2021-06-19 10:16:56,011 - mmaction - INFO - Epoch [14][780/1879] lr: 6.347e-02, eta: 8 days, 3:10:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2965, top5_acc: 0.5344, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.1077 2021-06-19 10:17:40,805 - mmaction - INFO - Epoch [14][800/1879] lr: 6.351e-02, eta: 8 days, 3:09:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2895, top5_acc: 0.5453, loss_cls: 3.3013, loss: 3.3013, grad_norm: 2.1253 2021-06-19 10:18:25,496 - mmaction - INFO - Epoch [14][820/1879] lr: 6.354e-02, eta: 8 days, 3:09:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2859, top5_acc: 0.5293, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.1158 2021-06-19 10:19:10,193 - mmaction - INFO - Epoch [14][840/1879] lr: 6.358e-02, eta: 8 days, 3:08:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2781, top5_acc: 0.5238, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.0906 2021-06-19 10:19:55,040 - mmaction - INFO - Epoch [14][860/1879] lr: 6.362e-02, eta: 8 days, 3:07:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2551, top5_acc: 0.5141, loss_cls: 3.4268, loss: 3.4268, grad_norm: 2.1122 2021-06-19 10:20:39,810 - mmaction - INFO - Epoch [14][880/1879] lr: 6.366e-02, eta: 8 days, 3:06:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5309, loss_cls: 3.3600, loss: 3.3600, grad_norm: 2.0803 2021-06-19 10:21:24,554 - mmaction - INFO - Epoch [14][900/1879] lr: 6.370e-02, eta: 8 days, 3:05:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2797, top5_acc: 0.5336, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.0686 2021-06-19 10:22:09,290 - mmaction - INFO - Epoch [14][920/1879] lr: 6.373e-02, eta: 8 days, 3:05:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2668, top5_acc: 0.5215, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.0891 2021-06-19 10:22:54,142 - mmaction - INFO - Epoch [14][940/1879] lr: 6.377e-02, eta: 8 days, 3:04:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2824, top5_acc: 0.5414, loss_cls: 3.2767, loss: 3.2767, grad_norm: 2.0711 2021-06-19 10:23:38,906 - mmaction - INFO - Epoch [14][960/1879] lr: 6.381e-02, eta: 8 days, 3:03:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.2871, top5_acc: 0.5414, loss_cls: 3.2922, loss: 3.2922, grad_norm: 2.0669 2021-06-19 10:24:23,734 - mmaction - INFO - Epoch [14][980/1879] lr: 6.385e-02, eta: 8 days, 3:02:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2707, top5_acc: 0.5328, loss_cls: 3.3414, loss: 3.3414, grad_norm: 2.1310 2021-06-19 10:25:08,492 - mmaction - INFO - Epoch [14][1000/1879] lr: 6.388e-02, eta: 8 days, 3:02:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.2828, loss: 3.2828, grad_norm: 2.1074 2021-06-19 10:25:53,278 - mmaction - INFO - Epoch [14][1020/1879] lr: 6.392e-02, eta: 8 days, 3:01:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2750, top5_acc: 0.5391, loss_cls: 3.2906, loss: 3.2906, grad_norm: 2.1298 2021-06-19 10:26:38,014 - mmaction - INFO - Epoch [14][1040/1879] lr: 6.396e-02, eta: 8 days, 3:00:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2812, top5_acc: 0.5230, loss_cls: 3.3565, loss: 3.3565, grad_norm: 2.0978 2021-06-19 10:27:22,716 - mmaction - INFO - Epoch [14][1060/1879] lr: 6.400e-02, eta: 8 days, 2:59:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5352, loss_cls: 3.3175, loss: 3.3175, grad_norm: 2.0486 2021-06-19 10:28:07,522 - mmaction - INFO - Epoch [14][1080/1879] lr: 6.404e-02, eta: 8 days, 2:58:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2871, top5_acc: 0.5270, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.0781 2021-06-19 10:28:52,349 - mmaction - INFO - Epoch [14][1100/1879] lr: 6.407e-02, eta: 8 days, 2:58:14, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5293, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.0866 2021-06-19 10:29:37,030 - mmaction - INFO - Epoch [14][1120/1879] lr: 6.411e-02, eta: 8 days, 2:57:26, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5363, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.0360 2021-06-19 10:30:21,761 - mmaction - INFO - Epoch [14][1140/1879] lr: 6.415e-02, eta: 8 days, 2:56:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2789, top5_acc: 0.5215, loss_cls: 3.3260, loss: 3.3260, grad_norm: 2.1668 2021-06-19 10:31:06,530 - mmaction - INFO - Epoch [14][1160/1879] lr: 6.419e-02, eta: 8 days, 2:55:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2793, top5_acc: 0.5277, loss_cls: 3.3497, loss: 3.3497, grad_norm: 2.0852 2021-06-19 10:31:51,197 - mmaction - INFO - Epoch [14][1180/1879] lr: 6.423e-02, eta: 8 days, 2:55:05, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.2691, top5_acc: 0.5262, loss_cls: 3.3270, loss: 3.3270, grad_norm: 2.0931 2021-06-19 10:32:36,000 - mmaction - INFO - Epoch [14][1200/1879] lr: 6.426e-02, eta: 8 days, 2:54:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5473, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.0863 2021-06-19 10:33:20,791 - mmaction - INFO - Epoch [14][1220/1879] lr: 6.430e-02, eta: 8 days, 2:53:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2719, top5_acc: 0.5199, loss_cls: 3.3677, loss: 3.3677, grad_norm: 2.1199 2021-06-19 10:34:05,679 - mmaction - INFO - Epoch [14][1240/1879] lr: 6.434e-02, eta: 8 days, 2:52:48, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2742, top5_acc: 0.5215, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.0543 2021-06-19 10:34:50,452 - mmaction - INFO - Epoch [14][1260/1879] lr: 6.438e-02, eta: 8 days, 2:52:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5445, loss_cls: 3.3025, loss: 3.3025, grad_norm: 2.0782 2021-06-19 10:35:35,242 - mmaction - INFO - Epoch [14][1280/1879] lr: 6.441e-02, eta: 8 days, 2:51:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2793, top5_acc: 0.5293, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.0701 2021-06-19 10:36:20,017 - mmaction - INFO - Epoch [14][1300/1879] lr: 6.445e-02, eta: 8 days, 2:50:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2820, top5_acc: 0.5387, loss_cls: 3.3597, loss: 3.3597, grad_norm: 2.0676 2021-06-19 10:37:04,775 - mmaction - INFO - Epoch [14][1320/1879] lr: 6.449e-02, eta: 8 days, 2:49:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2777, top5_acc: 0.5309, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.0949 2021-06-19 10:37:49,441 - mmaction - INFO - Epoch [14][1340/1879] lr: 6.453e-02, eta: 8 days, 2:48:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2852, top5_acc: 0.5488, loss_cls: 3.2346, loss: 3.2346, grad_norm: 2.0776 2021-06-19 10:38:34,294 - mmaction - INFO - Epoch [14][1360/1879] lr: 6.457e-02, eta: 8 days, 2:48:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5312, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.1384 2021-06-19 10:39:19,123 - mmaction - INFO - Epoch [14][1380/1879] lr: 6.460e-02, eta: 8 days, 2:47:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5398, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.0751 2021-06-19 10:40:03,907 - mmaction - INFO - Epoch [14][1400/1879] lr: 6.464e-02, eta: 8 days, 2:46:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2855, top5_acc: 0.5355, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.1058 2021-06-19 10:40:48,534 - mmaction - INFO - Epoch [14][1420/1879] lr: 6.468e-02, eta: 8 days, 2:45:50, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5391, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.0709 2021-06-19 10:41:33,254 - mmaction - INFO - Epoch [14][1440/1879] lr: 6.472e-02, eta: 8 days, 2:45:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2863, top5_acc: 0.5320, loss_cls: 3.3160, loss: 3.3160, grad_norm: 2.1080 2021-06-19 10:42:18,080 - mmaction - INFO - Epoch [14][1460/1879] lr: 6.475e-02, eta: 8 days, 2:44:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 3.3758, loss: 3.3758, grad_norm: 2.1048 2021-06-19 10:43:02,840 - mmaction - INFO - Epoch [14][1480/1879] lr: 6.479e-02, eta: 8 days, 2:43:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2699, top5_acc: 0.5469, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.0673 2021-06-19 10:43:47,659 - mmaction - INFO - Epoch [14][1500/1879] lr: 6.483e-02, eta: 8 days, 2:42:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5434, loss_cls: 3.2842, loss: 3.2842, grad_norm: 2.0722 2021-06-19 10:44:32,428 - mmaction - INFO - Epoch [14][1520/1879] lr: 6.487e-02, eta: 8 days, 2:41:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2910, top5_acc: 0.5398, loss_cls: 3.2855, loss: 3.2855, grad_norm: 2.0876 2021-06-19 10:45:17,192 - mmaction - INFO - Epoch [14][1540/1879] lr: 6.491e-02, eta: 8 days, 2:41:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2797, top5_acc: 0.5293, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.1084 2021-06-19 10:46:01,980 - mmaction - INFO - Epoch [14][1560/1879] lr: 6.494e-02, eta: 8 days, 2:40:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5473, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.1108 2021-06-19 10:46:46,775 - mmaction - INFO - Epoch [14][1580/1879] lr: 6.498e-02, eta: 8 days, 2:39:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2590, top5_acc: 0.5297, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.0671 2021-06-19 10:47:31,655 - mmaction - INFO - Epoch [14][1600/1879] lr: 6.502e-02, eta: 8 days, 2:38:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5324, loss_cls: 3.3380, loss: 3.3380, grad_norm: 2.0772 2021-06-19 10:48:16,438 - mmaction - INFO - Epoch [14][1620/1879] lr: 6.506e-02, eta: 8 days, 2:38:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.3878, loss: 3.3878, grad_norm: 2.0559 2021-06-19 10:49:01,223 - mmaction - INFO - Epoch [14][1640/1879] lr: 6.510e-02, eta: 8 days, 2:37:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2699, top5_acc: 0.5246, loss_cls: 3.3963, loss: 3.3963, grad_norm: 2.0506 2021-06-19 10:49:45,999 - mmaction - INFO - Epoch [14][1660/1879] lr: 6.513e-02, eta: 8 days, 2:36:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5551, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.0849 2021-06-19 10:50:30,722 - mmaction - INFO - Epoch [14][1680/1879] lr: 6.517e-02, eta: 8 days, 2:35:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5488, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.0798 2021-06-19 10:51:15,390 - mmaction - INFO - Epoch [14][1700/1879] lr: 6.521e-02, eta: 8 days, 2:35:02, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5219, loss_cls: 3.3584, loss: 3.3584, grad_norm: 2.0489 2021-06-19 10:52:00,250 - mmaction - INFO - Epoch [14][1720/1879] lr: 6.525e-02, eta: 8 days, 2:34:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2781, top5_acc: 0.5293, loss_cls: 3.3090, loss: 3.3090, grad_norm: 2.1382 2021-06-19 10:52:45,063 - mmaction - INFO - Epoch [14][1740/1879] lr: 6.528e-02, eta: 8 days, 2:33:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5395, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.0998 2021-06-19 10:53:29,904 - mmaction - INFO - Epoch [14][1760/1879] lr: 6.532e-02, eta: 8 days, 2:32:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2648, top5_acc: 0.5188, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.0700 2021-06-19 10:54:14,732 - mmaction - INFO - Epoch [14][1780/1879] lr: 6.536e-02, eta: 8 days, 2:32:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2938, top5_acc: 0.5512, loss_cls: 3.2405, loss: 3.2405, grad_norm: 2.0617 2021-06-19 10:54:59,655 - mmaction - INFO - Epoch [14][1800/1879] lr: 6.540e-02, eta: 8 days, 2:31:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5336, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.0375 2021-06-19 10:55:44,531 - mmaction - INFO - Epoch [14][1820/1879] lr: 6.544e-02, eta: 8 days, 2:30:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5441, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.0837 2021-06-19 10:56:29,364 - mmaction - INFO - Epoch [14][1840/1879] lr: 6.547e-02, eta: 8 days, 2:29:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2770, top5_acc: 0.5352, loss_cls: 3.3056, loss: 3.3056, grad_norm: 2.0994 2021-06-19 10:57:14,177 - mmaction - INFO - Epoch [14][1860/1879] lr: 6.551e-02, eta: 8 days, 2:28:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.3232, loss: 3.3232, grad_norm: 2.0395 2021-06-19 10:57:57,411 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-06-19 10:59:26,411 - mmaction - INFO - Epoch [15][20/1879] lr: 6.545e-02, eta: 8 days, 2:27:43, time: 4.427, data_time: 2.063, memory: 7544, top1_acc: 0.2773, top5_acc: 0.5465, loss_cls: 3.2677, loss: 3.2677, grad_norm: 2.0824 2021-06-19 11:00:11,378 - mmaction - INFO - Epoch [15][40/1879] lr: 6.549e-02, eta: 8 days, 2:26:59, time: 2.248, data_time: 0.005, memory: 7544, top1_acc: 0.2887, top5_acc: 0.5406, loss_cls: 3.2646, loss: 3.2646, grad_norm: 2.0890 2021-06-19 11:00:56,310 - mmaction - INFO - Epoch [15][60/1879] lr: 6.553e-02, eta: 8 days, 2:26:15, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.2758, top5_acc: 0.5488, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.0559 2021-06-19 11:01:41,290 - mmaction - INFO - Epoch [15][80/1879] lr: 6.556e-02, eta: 8 days, 2:25:31, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2855, top5_acc: 0.5406, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.0962 2021-06-19 11:02:26,225 - mmaction - INFO - Epoch [15][100/1879] lr: 6.560e-02, eta: 8 days, 2:24:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5563, loss_cls: 3.2295, loss: 3.2295, grad_norm: 2.0797 2021-06-19 11:03:11,053 - mmaction - INFO - Epoch [15][120/1879] lr: 6.564e-02, eta: 8 days, 2:24:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5637, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.0689 2021-06-19 11:03:56,115 - mmaction - INFO - Epoch [15][140/1879] lr: 6.568e-02, eta: 8 days, 2:23:18, time: 2.253, data_time: 0.000, memory: 7544, top1_acc: 0.3027, top5_acc: 0.5637, loss_cls: 3.1878, loss: 3.1878, grad_norm: 2.0973 2021-06-19 11:04:41,045 - mmaction - INFO - Epoch [15][160/1879] lr: 6.571e-02, eta: 8 days, 2:22:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2668, top5_acc: 0.5324, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.0738 2021-06-19 11:05:25,917 - mmaction - INFO - Epoch [15][180/1879] lr: 6.575e-02, eta: 8 days, 2:21:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2809, top5_acc: 0.5340, loss_cls: 3.3167, loss: 3.3167, grad_norm: 2.0638 2021-06-19 11:06:10,698 - mmaction - INFO - Epoch [15][200/1879] lr: 6.579e-02, eta: 8 days, 2:21:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.1297 2021-06-19 11:06:55,609 - mmaction - INFO - Epoch [15][220/1879] lr: 6.583e-02, eta: 8 days, 2:20:18, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2938, top5_acc: 0.5402, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.0676 2021-06-19 11:07:40,587 - mmaction - INFO - Epoch [15][240/1879] lr: 6.586e-02, eta: 8 days, 2:19:34, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.2875, top5_acc: 0.5496, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.0885 2021-06-19 11:08:25,630 - mmaction - INFO - Epoch [15][260/1879] lr: 6.590e-02, eta: 8 days, 2:18:51, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.2992, top5_acc: 0.5629, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.0658 2021-06-19 11:09:10,433 - mmaction - INFO - Epoch [15][280/1879] lr: 6.594e-02, eta: 8 days, 2:18:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.2519, loss: 3.2519, grad_norm: 2.0952 2021-06-19 11:09:55,086 - mmaction - INFO - Epoch [15][300/1879] lr: 6.598e-02, eta: 8 days, 2:17:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.2801, top5_acc: 0.5363, loss_cls: 3.2835, loss: 3.2835, grad_norm: 2.2174 2021-06-19 11:10:39,851 - mmaction - INFO - Epoch [15][320/1879] lr: 6.602e-02, eta: 8 days, 2:16:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2816, top5_acc: 0.5473, loss_cls: 3.2938, loss: 3.2938, grad_norm: 2.1523 2021-06-19 11:11:24,663 - mmaction - INFO - Epoch [15][340/1879] lr: 6.605e-02, eta: 8 days, 2:15:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5430, loss_cls: 3.3164, loss: 3.3164, grad_norm: 2.1106 2021-06-19 11:12:09,527 - mmaction - INFO - Epoch [15][360/1879] lr: 6.609e-02, eta: 8 days, 2:15:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2914, top5_acc: 0.5445, loss_cls: 3.2675, loss: 3.2675, grad_norm: 2.0987 2021-06-19 11:12:54,422 - mmaction - INFO - Epoch [15][380/1879] lr: 6.613e-02, eta: 8 days, 2:14:15, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2840, top5_acc: 0.5430, loss_cls: 3.2950, loss: 3.2950, grad_norm: 2.1836 2021-06-19 11:13:39,317 - mmaction - INFO - Epoch [15][400/1879] lr: 6.617e-02, eta: 8 days, 2:13:30, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.2957, top5_acc: 0.5477, loss_cls: 3.2484, loss: 3.2484, grad_norm: 2.0979 2021-06-19 11:14:24,114 - mmaction - INFO - Epoch [15][420/1879] lr: 6.620e-02, eta: 8 days, 2:12:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2859, top5_acc: 0.5250, loss_cls: 3.2872, loss: 3.2872, grad_norm: 2.2211 2021-06-19 11:15:09,024 - mmaction - INFO - Epoch [15][440/1879] lr: 6.624e-02, eta: 8 days, 2:11:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3423, loss: 3.3423, grad_norm: 2.1163 2021-06-19 11:15:53,868 - mmaction - INFO - Epoch [15][460/1879] lr: 6.628e-02, eta: 8 days, 2:11:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2816, top5_acc: 0.5395, loss_cls: 3.2873, loss: 3.2873, grad_norm: 2.1170 2021-06-19 11:16:38,629 - mmaction - INFO - Epoch [15][480/1879] lr: 6.632e-02, eta: 8 days, 2:10:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2957, top5_acc: 0.5629, loss_cls: 3.2238, loss: 3.2238, grad_norm: 2.1223 2021-06-19 11:17:23,401 - mmaction - INFO - Epoch [15][500/1879] lr: 6.636e-02, eta: 8 days, 2:09:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2906, top5_acc: 0.5434, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.0424 2021-06-19 11:18:08,200 - mmaction - INFO - Epoch [15][520/1879] lr: 6.639e-02, eta: 8 days, 2:08:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2762, top5_acc: 0.5391, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.0734 2021-06-19 11:18:53,071 - mmaction - INFO - Epoch [15][540/1879] lr: 6.643e-02, eta: 8 days, 2:08:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2875, top5_acc: 0.5336, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.1531 2021-06-19 11:19:37,922 - mmaction - INFO - Epoch [15][560/1879] lr: 6.647e-02, eta: 8 days, 2:07:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5672, loss_cls: 3.2310, loss: 3.2310, grad_norm: 2.0880 2021-06-19 11:20:22,774 - mmaction - INFO - Epoch [15][580/1879] lr: 6.651e-02, eta: 8 days, 2:06:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3031, top5_acc: 0.5422, loss_cls: 3.2300, loss: 3.2300, grad_norm: 2.0468 2021-06-19 11:21:07,561 - mmaction - INFO - Epoch [15][600/1879] lr: 6.654e-02, eta: 8 days, 2:05:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2664, top5_acc: 0.5223, loss_cls: 3.3600, loss: 3.3600, grad_norm: 2.0464 2021-06-19 11:21:52,527 - mmaction - INFO - Epoch [15][620/1879] lr: 6.658e-02, eta: 8 days, 2:05:09, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.2969, top5_acc: 0.5559, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.0165 2021-06-19 11:22:37,244 - mmaction - INFO - Epoch [15][640/1879] lr: 6.662e-02, eta: 8 days, 2:04:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5652, loss_cls: 3.1957, loss: 3.1957, grad_norm: 2.0803 2021-06-19 11:23:22,082 - mmaction - INFO - Epoch [15][660/1879] lr: 6.666e-02, eta: 8 days, 2:03:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2895, top5_acc: 0.5410, loss_cls: 3.2817, loss: 3.2817, grad_norm: 1.9975 2021-06-19 11:24:07,047 - mmaction - INFO - Epoch [15][680/1879] lr: 6.670e-02, eta: 8 days, 2:02:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2789, top5_acc: 0.5359, loss_cls: 3.3107, loss: 3.3107, grad_norm: 2.1098 2021-06-19 11:24:51,900 - mmaction - INFO - Epoch [15][700/1879] lr: 6.673e-02, eta: 8 days, 2:02:07, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2879, top5_acc: 0.5500, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.0280 2021-06-19 11:25:36,607 - mmaction - INFO - Epoch [15][720/1879] lr: 6.677e-02, eta: 8 days, 2:01:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5441, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.0557 2021-06-19 11:26:21,458 - mmaction - INFO - Epoch [15][740/1879] lr: 6.681e-02, eta: 8 days, 2:00:35, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.2957, top5_acc: 0.5441, loss_cls: 3.2523, loss: 3.2523, grad_norm: 2.0701 2021-06-19 11:27:06,327 - mmaction - INFO - Epoch [15][760/1879] lr: 6.685e-02, eta: 8 days, 1:59:50, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2926, top5_acc: 0.5512, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.1738 2021-06-19 11:27:51,166 - mmaction - INFO - Epoch [15][780/1879] lr: 6.688e-02, eta: 8 days, 1:59:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2805, top5_acc: 0.5297, loss_cls: 3.2990, loss: 3.2990, grad_norm: 1.9980 2021-06-19 11:28:36,023 - mmaction - INFO - Epoch [15][800/1879] lr: 6.692e-02, eta: 8 days, 1:58:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2852, top5_acc: 0.5410, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.0539 2021-06-19 11:29:20,672 - mmaction - INFO - Epoch [15][820/1879] lr: 6.696e-02, eta: 8 days, 1:57:32, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5516, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.0458 2021-06-19 11:30:05,398 - mmaction - INFO - Epoch [15][840/1879] lr: 6.700e-02, eta: 8 days, 1:56:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2824, top5_acc: 0.5246, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.0133 2021-06-19 11:30:50,227 - mmaction - INFO - Epoch [15][860/1879] lr: 6.704e-02, eta: 8 days, 1:55:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2902, top5_acc: 0.5539, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.0168 2021-06-19 11:31:35,084 - mmaction - INFO - Epoch [15][880/1879] lr: 6.707e-02, eta: 8 days, 1:55:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2832, top5_acc: 0.5434, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.0859 2021-06-19 11:32:19,933 - mmaction - INFO - Epoch [15][900/1879] lr: 6.711e-02, eta: 8 days, 1:54:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2996, top5_acc: 0.5586, loss_cls: 3.1959, loss: 3.1959, grad_norm: 2.1092 2021-06-19 11:33:04,783 - mmaction - INFO - Epoch [15][920/1879] lr: 6.715e-02, eta: 8 days, 1:53:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2863, top5_acc: 0.5461, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.0444 2021-06-19 11:33:49,505 - mmaction - INFO - Epoch [15][940/1879] lr: 6.719e-02, eta: 8 days, 1:52:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2863, top5_acc: 0.5445, loss_cls: 3.2733, loss: 3.2733, grad_norm: 2.0614 2021-06-19 11:34:34,327 - mmaction - INFO - Epoch [15][960/1879] lr: 6.722e-02, eta: 8 days, 1:52:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2934, top5_acc: 0.5578, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.0898 2021-06-19 11:35:19,208 - mmaction - INFO - Epoch [15][980/1879] lr: 6.726e-02, eta: 8 days, 1:51:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.2791, loss: 3.2791, grad_norm: 2.0849 2021-06-19 11:36:04,031 - mmaction - INFO - Epoch [15][1000/1879] lr: 6.730e-02, eta: 8 days, 1:50:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2996, top5_acc: 0.5789, loss_cls: 3.1342, loss: 3.1342, grad_norm: 2.0238 2021-06-19 11:36:48,808 - mmaction - INFO - Epoch [15][1020/1879] lr: 6.734e-02, eta: 8 days, 1:49:54, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5379, loss_cls: 3.2850, loss: 3.2850, grad_norm: 2.0513 2021-06-19 11:37:33,561 - mmaction - INFO - Epoch [15][1040/1879] lr: 6.737e-02, eta: 8 days, 1:49:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2816, top5_acc: 0.5457, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.0895 2021-06-19 11:38:18,405 - mmaction - INFO - Epoch [15][1060/1879] lr: 6.741e-02, eta: 8 days, 1:48:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2918, top5_acc: 0.5434, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.1320 2021-06-19 11:39:03,135 - mmaction - INFO - Epoch [15][1080/1879] lr: 6.745e-02, eta: 8 days, 1:47:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2906, top5_acc: 0.5492, loss_cls: 3.2324, loss: 3.2324, grad_norm: 2.0773 2021-06-19 11:39:47,946 - mmaction - INFO - Epoch [15][1100/1879] lr: 6.749e-02, eta: 8 days, 1:46:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5406, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.0407 2021-06-19 11:40:32,688 - mmaction - INFO - Epoch [15][1120/1879] lr: 6.753e-02, eta: 8 days, 1:46:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2883, top5_acc: 0.5352, loss_cls: 3.2874, loss: 3.2874, grad_norm: 1.9772 2021-06-19 11:41:17,486 - mmaction - INFO - Epoch [15][1140/1879] lr: 6.756e-02, eta: 8 days, 1:45:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2941, top5_acc: 0.5500, loss_cls: 3.2312, loss: 3.2312, grad_norm: 2.0185 2021-06-19 11:42:02,349 - mmaction - INFO - Epoch [15][1160/1879] lr: 6.760e-02, eta: 8 days, 1:44:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2910, top5_acc: 0.5559, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.1106 2021-06-19 11:42:47,138 - mmaction - INFO - Epoch [15][1180/1879] lr: 6.764e-02, eta: 8 days, 1:43:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2863, top5_acc: 0.5547, loss_cls: 3.2300, loss: 3.2300, grad_norm: 2.1009 2021-06-19 11:43:31,916 - mmaction - INFO - Epoch [15][1200/1879] lr: 6.768e-02, eta: 8 days, 1:43:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.1139 2021-06-19 11:44:16,662 - mmaction - INFO - Epoch [15][1220/1879] lr: 6.771e-02, eta: 8 days, 1:42:13, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.2844, top5_acc: 0.5402, loss_cls: 3.2968, loss: 3.2968, grad_norm: 2.0571 2021-06-19 11:45:01,451 - mmaction - INFO - Epoch [15][1240/1879] lr: 6.775e-02, eta: 8 days, 1:41:27, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2953, top5_acc: 0.5508, loss_cls: 3.2433, loss: 3.2433, grad_norm: 2.0809 2021-06-19 11:45:46,252 - mmaction - INFO - Epoch [15][1260/1879] lr: 6.779e-02, eta: 8 days, 1:40:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5625, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.0738 2021-06-19 11:46:31,011 - mmaction - INFO - Epoch [15][1280/1879] lr: 6.783e-02, eta: 8 days, 1:39:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5629, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.0567 2021-06-19 11:47:15,839 - mmaction - INFO - Epoch [15][1300/1879] lr: 6.787e-02, eta: 8 days, 1:39:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3148, top5_acc: 0.5699, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.1230 2021-06-19 11:48:00,662 - mmaction - INFO - Epoch [15][1320/1879] lr: 6.790e-02, eta: 8 days, 1:38:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5539, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.0842 2021-06-19 11:48:45,463 - mmaction - INFO - Epoch [15][1340/1879] lr: 6.794e-02, eta: 8 days, 1:37:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2984, top5_acc: 0.5465, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.0688 2021-06-19 11:49:30,316 - mmaction - INFO - Epoch [15][1360/1879] lr: 6.798e-02, eta: 8 days, 1:36:53, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2922, top5_acc: 0.5465, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.0459 2021-06-19 11:50:15,098 - mmaction - INFO - Epoch [15][1380/1879] lr: 6.802e-02, eta: 8 days, 1:36:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2852, top5_acc: 0.5488, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.0818 2021-06-19 11:50:59,802 - mmaction - INFO - Epoch [15][1400/1879] lr: 6.805e-02, eta: 8 days, 1:35:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2984, top5_acc: 0.5484, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.0459 2021-06-19 11:51:44,571 - mmaction - INFO - Epoch [15][1420/1879] lr: 6.809e-02, eta: 8 days, 1:34:33, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3008, top5_acc: 0.5449, loss_cls: 3.2327, loss: 3.2327, grad_norm: 1.9850 2021-06-19 11:52:29,318 - mmaction - INFO - Epoch [15][1440/1879] lr: 6.813e-02, eta: 8 days, 1:33:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5695, loss_cls: 3.1959, loss: 3.1959, grad_norm: 2.0446 2021-06-19 11:53:14,025 - mmaction - INFO - Epoch [15][1460/1879] lr: 6.817e-02, eta: 8 days, 1:33:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2859, top5_acc: 0.5457, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.0641 2021-06-19 11:53:58,803 - mmaction - INFO - Epoch [15][1480/1879] lr: 6.821e-02, eta: 8 days, 1:32:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2742, top5_acc: 0.5289, loss_cls: 3.3303, loss: 3.3303, grad_norm: 2.0417 2021-06-19 11:54:43,520 - mmaction - INFO - Epoch [15][1500/1879] lr: 6.824e-02, eta: 8 days, 1:31:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2754, top5_acc: 0.5402, loss_cls: 3.3088, loss: 3.3088, grad_norm: 2.0683 2021-06-19 11:55:28,300 - mmaction - INFO - Epoch [15][1520/1879] lr: 6.828e-02, eta: 8 days, 1:30:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3008, top5_acc: 0.5613, loss_cls: 3.2188, loss: 3.2188, grad_norm: 2.0236 2021-06-19 11:56:13,104 - mmaction - INFO - Epoch [15][1540/1879] lr: 6.832e-02, eta: 8 days, 1:29:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2766, top5_acc: 0.5328, loss_cls: 3.2902, loss: 3.2902, grad_norm: 1.9964 2021-06-19 11:56:57,872 - mmaction - INFO - Epoch [15][1560/1879] lr: 6.836e-02, eta: 8 days, 1:29:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2941, top5_acc: 0.5469, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.9809 2021-06-19 11:57:42,570 - mmaction - INFO - Epoch [15][1580/1879] lr: 6.839e-02, eta: 8 days, 1:28:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.2785, top5_acc: 0.5402, loss_cls: 3.3084, loss: 3.3084, grad_norm: 2.1354 2021-06-19 11:58:27,302 - mmaction - INFO - Epoch [15][1600/1879] lr: 6.843e-02, eta: 8 days, 1:27:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5531, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.0392 2021-06-19 11:59:12,030 - mmaction - INFO - Epoch [15][1620/1879] lr: 6.847e-02, eta: 8 days, 1:26:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2938, top5_acc: 0.5566, loss_cls: 3.2449, loss: 3.2449, grad_norm: 2.0640 2021-06-19 11:59:56,816 - mmaction - INFO - Epoch [15][1640/1879] lr: 6.851e-02, eta: 8 days, 1:26:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2793, top5_acc: 0.5461, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.1007 2021-06-19 12:00:41,605 - mmaction - INFO - Epoch [15][1660/1879] lr: 6.855e-02, eta: 8 days, 1:25:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2871, top5_acc: 0.5320, loss_cls: 3.2860, loss: 3.2860, grad_norm: 2.0104 2021-06-19 12:01:26,345 - mmaction - INFO - Epoch [15][1680/1879] lr: 6.858e-02, eta: 8 days, 1:24:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5496, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.0388 2021-06-19 12:02:11,434 - mmaction - INFO - Epoch [15][1700/1879] lr: 6.862e-02, eta: 8 days, 1:23:48, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3031, top5_acc: 0.5609, loss_cls: 3.1965, loss: 3.1965, grad_norm: 2.0510 2021-06-19 12:02:56,318 - mmaction - INFO - Epoch [15][1720/1879] lr: 6.866e-02, eta: 8 days, 1:23:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2891, top5_acc: 0.5617, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.0923 2021-06-19 12:03:41,177 - mmaction - INFO - Epoch [15][1740/1879] lr: 6.870e-02, eta: 8 days, 1:22:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2902, top5_acc: 0.5422, loss_cls: 3.2915, loss: 3.2915, grad_norm: 2.0021 2021-06-19 12:04:26,040 - mmaction - INFO - Epoch [15][1760/1879] lr: 6.873e-02, eta: 8 days, 1:21:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2871, top5_acc: 0.5594, loss_cls: 3.2069, loss: 3.2069, grad_norm: 2.0514 2021-06-19 12:05:10,830 - mmaction - INFO - Epoch [15][1780/1879] lr: 6.877e-02, eta: 8 days, 1:20:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2801, top5_acc: 0.5453, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.0327 2021-06-19 12:05:55,747 - mmaction - INFO - Epoch [15][1800/1879] lr: 6.881e-02, eta: 8 days, 1:20:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2871, top5_acc: 0.5426, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.0577 2021-06-19 12:06:40,474 - mmaction - INFO - Epoch [15][1820/1879] lr: 6.885e-02, eta: 8 days, 1:19:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2887, top5_acc: 0.5539, loss_cls: 3.2443, loss: 3.2443, grad_norm: 2.2251 2021-06-19 12:07:25,280 - mmaction - INFO - Epoch [15][1840/1879] lr: 6.888e-02, eta: 8 days, 1:18:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2965, top5_acc: 0.5547, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.0507 2021-06-19 12:08:10,072 - mmaction - INFO - Epoch [15][1860/1879] lr: 6.892e-02, eta: 8 days, 1:17:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5586, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.0181 2021-06-19 12:08:53,665 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-06-19 12:10:30,011 - mmaction - INFO - Epoch [16][20/1879] lr: 6.884e-02, eta: 8 days, 1:17:51, time: 4.807, data_time: 2.427, memory: 7544, top1_acc: 0.3074, top5_acc: 0.5777, loss_cls: 3.1652, loss: 3.1652, grad_norm: 2.0272 2021-06-19 12:11:14,912 - mmaction - INFO - Epoch [16][40/1879] lr: 6.888e-02, eta: 8 days, 1:17:06, time: 2.245, data_time: 0.004, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5699, loss_cls: 3.1118, loss: 3.1118, grad_norm: 2.0865 2021-06-19 12:11:59,743 - mmaction - INFO - Epoch [16][60/1879] lr: 6.892e-02, eta: 8 days, 1:16:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3063, top5_acc: 0.5605, loss_cls: 3.1744, loss: 3.1744, grad_norm: 2.0693 2021-06-19 12:12:44,654 - mmaction - INFO - Epoch [16][80/1879] lr: 6.896e-02, eta: 8 days, 1:15:36, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5637, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.0012 2021-06-19 12:13:29,617 - mmaction - INFO - Epoch [16][100/1879] lr: 6.899e-02, eta: 8 days, 1:14:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5547, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.0899 2021-06-19 12:14:14,601 - mmaction - INFO - Epoch [16][120/1879] lr: 6.903e-02, eta: 8 days, 1:14:08, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3000, top5_acc: 0.5547, loss_cls: 3.2071, loss: 3.2071, grad_norm: 2.0123 2021-06-19 12:14:59,450 - mmaction - INFO - Epoch [16][140/1879] lr: 6.907e-02, eta: 8 days, 1:13:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2879, top5_acc: 0.5434, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.0930 2021-06-19 12:15:44,409 - mmaction - INFO - Epoch [16][160/1879] lr: 6.911e-02, eta: 8 days, 1:12:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5734, loss_cls: 3.1543, loss: 3.1543, grad_norm: 2.0254 2021-06-19 12:16:29,348 - mmaction - INFO - Epoch [16][180/1879] lr: 6.914e-02, eta: 8 days, 1:11:54, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5691, loss_cls: 3.1412, loss: 3.1412, grad_norm: 2.0123 2021-06-19 12:17:14,241 - mmaction - INFO - Epoch [16][200/1879] lr: 6.918e-02, eta: 8 days, 1:11:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2941, top5_acc: 0.5500, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.0381 2021-06-19 12:17:59,113 - mmaction - INFO - Epoch [16][220/1879] lr: 6.922e-02, eta: 8 days, 1:10:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2887, top5_acc: 0.5539, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.0156 2021-06-19 12:18:43,942 - mmaction - INFO - Epoch [16][240/1879] lr: 6.926e-02, eta: 8 days, 1:09:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3039, top5_acc: 0.5512, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.9922 2021-06-19 12:19:28,768 - mmaction - INFO - Epoch [16][260/1879] lr: 6.930e-02, eta: 8 days, 1:08:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5578, loss_cls: 3.2130, loss: 3.2130, grad_norm: 2.0391 2021-06-19 12:20:13,561 - mmaction - INFO - Epoch [16][280/1879] lr: 6.933e-02, eta: 8 days, 1:08:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3066, top5_acc: 0.5730, loss_cls: 3.1843, loss: 3.1843, grad_norm: 2.0306 2021-06-19 12:20:58,426 - mmaction - INFO - Epoch [16][300/1879] lr: 6.937e-02, eta: 8 days, 1:07:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3066, top5_acc: 0.5523, loss_cls: 3.1767, loss: 3.1767, grad_norm: 2.0464 2021-06-19 12:21:43,340 - mmaction - INFO - Epoch [16][320/1879] lr: 6.941e-02, eta: 8 days, 1:06:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3008, top5_acc: 0.5664, loss_cls: 3.2194, loss: 3.2194, grad_norm: 2.0689 2021-06-19 12:22:28,214 - mmaction - INFO - Epoch [16][340/1879] lr: 6.945e-02, eta: 8 days, 1:05:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2930, top5_acc: 0.5559, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.0582 2021-06-19 12:23:13,072 - mmaction - INFO - Epoch [16][360/1879] lr: 6.948e-02, eta: 8 days, 1:05:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2988, top5_acc: 0.5586, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.0437 2021-06-19 12:23:57,950 - mmaction - INFO - Epoch [16][380/1879] lr: 6.952e-02, eta: 8 days, 1:04:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3047, top5_acc: 0.5676, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.0570 2021-06-19 12:24:42,870 - mmaction - INFO - Epoch [16][400/1879] lr: 6.956e-02, eta: 8 days, 1:03:37, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2953, top5_acc: 0.5492, loss_cls: 3.2197, loss: 3.2197, grad_norm: 2.0139 2021-06-19 12:25:27,685 - mmaction - INFO - Epoch [16][420/1879] lr: 6.960e-02, eta: 8 days, 1:02:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5547, loss_cls: 3.1743, loss: 3.1743, grad_norm: 2.0711 2021-06-19 12:26:12,506 - mmaction - INFO - Epoch [16][440/1879] lr: 6.963e-02, eta: 8 days, 1:02:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5633, loss_cls: 3.1805, loss: 3.1805, grad_norm: 2.0638 2021-06-19 12:26:57,284 - mmaction - INFO - Epoch [16][460/1879] lr: 6.967e-02, eta: 8 days, 1:01:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5867, loss_cls: 3.0747, loss: 3.0747, grad_norm: 2.0858 2021-06-19 12:27:42,135 - mmaction - INFO - Epoch [16][480/1879] lr: 6.971e-02, eta: 8 days, 1:00:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5523, loss_cls: 3.1696, loss: 3.1696, grad_norm: 2.0805 2021-06-19 12:28:27,015 - mmaction - INFO - Epoch [16][500/1879] lr: 6.975e-02, eta: 8 days, 0:59:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2910, top5_acc: 0.5445, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.0870 2021-06-19 12:29:11,827 - mmaction - INFO - Epoch [16][520/1879] lr: 6.978e-02, eta: 8 days, 0:59:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5578, loss_cls: 3.2095, loss: 3.2095, grad_norm: 2.0771 2021-06-19 12:29:56,537 - mmaction - INFO - Epoch [16][540/1879] lr: 6.982e-02, eta: 8 days, 0:58:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2965, top5_acc: 0.5441, loss_cls: 3.2191, loss: 3.2191, grad_norm: 2.0228 2021-06-19 12:30:41,366 - mmaction - INFO - Epoch [16][560/1879] lr: 6.986e-02, eta: 8 days, 0:57:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.9863 2021-06-19 12:31:26,191 - mmaction - INFO - Epoch [16][580/1879] lr: 6.990e-02, eta: 8 days, 0:56:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2930, top5_acc: 0.5574, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.0427 2021-06-19 12:32:10,996 - mmaction - INFO - Epoch [16][600/1879] lr: 6.994e-02, eta: 8 days, 0:55:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5730, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.0618 2021-06-19 12:32:55,883 - mmaction - INFO - Epoch [16][620/1879] lr: 6.997e-02, eta: 8 days, 0:55:14, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3059, top5_acc: 0.5652, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.0289 2021-06-19 12:33:40,673 - mmaction - INFO - Epoch [16][640/1879] lr: 7.001e-02, eta: 8 days, 0:54:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.2965, top5_acc: 0.5629, loss_cls: 3.2070, loss: 3.2070, grad_norm: 2.0865 2021-06-19 12:34:25,403 - mmaction - INFO - Epoch [16][660/1879] lr: 7.005e-02, eta: 8 days, 0:53:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5641, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.0556 2021-06-19 12:35:10,170 - mmaction - INFO - Epoch [16][680/1879] lr: 7.009e-02, eta: 8 days, 0:52:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5566, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.0808 2021-06-19 12:35:55,091 - mmaction - INFO - Epoch [16][700/1879] lr: 7.012e-02, eta: 8 days, 0:52:11, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1671, loss: 3.1671, grad_norm: 2.0325 2021-06-19 12:36:39,749 - mmaction - INFO - Epoch [16][720/1879] lr: 7.016e-02, eta: 8 days, 0:51:23, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.2957, top5_acc: 0.5488, loss_cls: 3.2523, loss: 3.2523, grad_norm: 2.0423 2021-06-19 12:37:24,593 - mmaction - INFO - Epoch [16][740/1879] lr: 7.020e-02, eta: 8 days, 0:50:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2848, top5_acc: 0.5492, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.0767 2021-06-19 12:38:09,329 - mmaction - INFO - Epoch [16][760/1879] lr: 7.024e-02, eta: 8 days, 0:49:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2957, top5_acc: 0.5473, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.0179 2021-06-19 12:38:54,241 - mmaction - INFO - Epoch [16][780/1879] lr: 7.027e-02, eta: 8 days, 0:49:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.2101, loss: 3.2101, grad_norm: 2.0391 2021-06-19 12:39:38,960 - mmaction - INFO - Epoch [16][800/1879] lr: 7.031e-02, eta: 8 days, 0:48:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5531, loss_cls: 3.1951, loss: 3.1951, grad_norm: 2.0889 2021-06-19 12:40:23,737 - mmaction - INFO - Epoch [16][820/1879] lr: 7.035e-02, eta: 8 days, 0:47:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5617, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.0379 2021-06-19 12:41:08,538 - mmaction - INFO - Epoch [16][840/1879] lr: 7.039e-02, eta: 8 days, 0:46:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2922, top5_acc: 0.5652, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.0309 2021-06-19 12:41:53,341 - mmaction - INFO - Epoch [16][860/1879] lr: 7.043e-02, eta: 8 days, 0:46:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5645, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.0443 2021-06-19 12:42:38,189 - mmaction - INFO - Epoch [16][880/1879] lr: 7.046e-02, eta: 8 days, 0:45:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1519, loss: 3.1519, grad_norm: 2.1088 2021-06-19 12:43:23,013 - mmaction - INFO - Epoch [16][900/1879] lr: 7.050e-02, eta: 8 days, 0:44:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1860, loss: 3.1860, grad_norm: 2.0217 2021-06-19 12:44:07,780 - mmaction - INFO - Epoch [16][920/1879] lr: 7.054e-02, eta: 8 days, 0:43:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2961, top5_acc: 0.5625, loss_cls: 3.1801, loss: 3.1801, grad_norm: 2.1612 2021-06-19 12:44:52,496 - mmaction - INFO - Epoch [16][940/1879] lr: 7.058e-02, eta: 8 days, 0:42:58, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3066, top5_acc: 0.5680, loss_cls: 3.1437, loss: 3.1437, grad_norm: 2.1199 2021-06-19 12:45:37,175 - mmaction - INFO - Epoch [16][960/1879] lr: 7.061e-02, eta: 8 days, 0:42:11, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5789, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.0619 2021-06-19 12:46:21,955 - mmaction - INFO - Epoch [16][980/1879] lr: 7.065e-02, eta: 8 days, 0:41:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3031, top5_acc: 0.5676, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.0679 2021-06-19 12:47:06,802 - mmaction - INFO - Epoch [16][1000/1879] lr: 7.069e-02, eta: 8 days, 0:40:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2812, top5_acc: 0.5539, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.0848 2021-06-19 12:47:51,603 - mmaction - INFO - Epoch [16][1020/1879] lr: 7.073e-02, eta: 8 days, 0:39:54, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.2930, top5_acc: 0.5555, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.0582 2021-06-19 12:48:36,486 - mmaction - INFO - Epoch [16][1040/1879] lr: 7.076e-02, eta: 8 days, 0:39:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2906, top5_acc: 0.5543, loss_cls: 3.2224, loss: 3.2224, grad_norm: 2.0617 2021-06-19 12:49:21,112 - mmaction - INFO - Epoch [16][1060/1879] lr: 7.080e-02, eta: 8 days, 0:38:21, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5617, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.0686 2021-06-19 12:50:05,966 - mmaction - INFO - Epoch [16][1080/1879] lr: 7.084e-02, eta: 8 days, 0:37:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.2548, loss: 3.2548, grad_norm: 2.0238 2021-06-19 12:50:50,789 - mmaction - INFO - Epoch [16][1100/1879] lr: 7.088e-02, eta: 8 days, 0:36:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3109, top5_acc: 0.5488, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.0318 2021-06-19 12:51:35,738 - mmaction - INFO - Epoch [16][1120/1879] lr: 7.091e-02, eta: 8 days, 0:36:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.2988, top5_acc: 0.5520, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.0281 2021-06-19 12:52:20,451 - mmaction - INFO - Epoch [16][1140/1879] lr: 7.095e-02, eta: 8 days, 0:35:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2887, top5_acc: 0.5348, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.0334 2021-06-19 12:53:05,248 - mmaction - INFO - Epoch [16][1160/1879] lr: 7.099e-02, eta: 8 days, 0:34:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5551, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.0232 2021-06-19 12:53:50,125 - mmaction - INFO - Epoch [16][1180/1879] lr: 7.103e-02, eta: 8 days, 0:33:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5566, loss_cls: 3.2052, loss: 3.2052, grad_norm: 2.0249 2021-06-19 12:54:34,885 - mmaction - INFO - Epoch [16][1200/1879] lr: 7.107e-02, eta: 8 days, 0:33:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3012, top5_acc: 0.5508, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.0647 2021-06-19 12:55:19,661 - mmaction - INFO - Epoch [16][1220/1879] lr: 7.110e-02, eta: 8 days, 0:32:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5652, loss_cls: 3.1679, loss: 3.1679, grad_norm: 2.0539 2021-06-19 12:56:04,396 - mmaction - INFO - Epoch [16][1240/1879] lr: 7.114e-02, eta: 8 days, 0:31:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2996, top5_acc: 0.5434, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.0397 2021-06-19 12:56:49,304 - mmaction - INFO - Epoch [16][1260/1879] lr: 7.118e-02, eta: 8 days, 0:30:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3012, top5_acc: 0.5555, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.0006 2021-06-19 12:57:34,040 - mmaction - INFO - Epoch [16][1280/1879] lr: 7.122e-02, eta: 8 days, 0:29:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2992, top5_acc: 0.5609, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.9910 2021-06-19 12:58:18,799 - mmaction - INFO - Epoch [16][1300/1879] lr: 7.125e-02, eta: 8 days, 0:29:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.2910, top5_acc: 0.5613, loss_cls: 3.1992, loss: 3.1992, grad_norm: 2.0214 2021-06-19 12:59:03,621 - mmaction - INFO - Epoch [16][1320/1879] lr: 7.129e-02, eta: 8 days, 0:28:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.2992, top5_acc: 0.5602, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.0483 2021-06-19 12:59:48,397 - mmaction - INFO - Epoch [16][1340/1879] lr: 7.133e-02, eta: 8 days, 0:27:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5531, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.0170 2021-06-19 13:00:33,234 - mmaction - INFO - Epoch [16][1360/1879] lr: 7.137e-02, eta: 8 days, 0:26:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3082, top5_acc: 0.5707, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.0950 2021-06-19 13:01:18,123 - mmaction - INFO - Epoch [16][1380/1879] lr: 7.140e-02, eta: 8 days, 0:26:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3059, top5_acc: 0.5445, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.0562 2021-06-19 13:02:03,005 - mmaction - INFO - Epoch [16][1400/1879] lr: 7.144e-02, eta: 8 days, 0:25:25, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2969, top5_acc: 0.5457, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.0199 2021-06-19 13:02:47,864 - mmaction - INFO - Epoch [16][1420/1879] lr: 7.148e-02, eta: 8 days, 0:24:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.2984, top5_acc: 0.5422, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.0258 2021-06-19 13:03:32,642 - mmaction - INFO - Epoch [16][1440/1879] lr: 7.152e-02, eta: 8 days, 0:23:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5492, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.0400 2021-06-19 13:04:17,363 - mmaction - INFO - Epoch [16][1460/1879] lr: 7.156e-02, eta: 8 days, 0:23:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3012, top5_acc: 0.5703, loss_cls: 3.1589, loss: 3.1589, grad_norm: 2.0483 2021-06-19 13:05:02,276 - mmaction - INFO - Epoch [16][1480/1879] lr: 7.159e-02, eta: 8 days, 0:22:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2938, top5_acc: 0.5578, loss_cls: 3.2273, loss: 3.2273, grad_norm: 2.0696 2021-06-19 13:05:47,126 - mmaction - INFO - Epoch [16][1500/1879] lr: 7.163e-02, eta: 8 days, 0:21:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2770, top5_acc: 0.5434, loss_cls: 3.2758, loss: 3.2758, grad_norm: 2.0345 2021-06-19 13:06:32,025 - mmaction - INFO - Epoch [16][1520/1879] lr: 7.167e-02, eta: 8 days, 0:20:52, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5617, loss_cls: 3.1630, loss: 3.1630, grad_norm: 2.0187 2021-06-19 13:07:16,886 - mmaction - INFO - Epoch [16][1540/1879] lr: 7.171e-02, eta: 8 days, 0:20:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5711, loss_cls: 3.1263, loss: 3.1263, grad_norm: 2.0590 2021-06-19 13:08:01,611 - mmaction - INFO - Epoch [16][1560/1879] lr: 7.174e-02, eta: 8 days, 0:19:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5676, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.0821 2021-06-19 13:08:46,412 - mmaction - INFO - Epoch [16][1580/1879] lr: 7.178e-02, eta: 8 days, 0:18:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5598, loss_cls: 3.2031, loss: 3.2031, grad_norm: 2.0573 2021-06-19 13:09:31,300 - mmaction - INFO - Epoch [16][1600/1879] lr: 7.182e-02, eta: 8 days, 0:17:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.9984 2021-06-19 13:10:16,140 - mmaction - INFO - Epoch [16][1620/1879] lr: 7.186e-02, eta: 8 days, 0:17:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5691, loss_cls: 3.1500, loss: 3.1500, grad_norm: 2.0483 2021-06-19 13:11:00,923 - mmaction - INFO - Epoch [16][1640/1879] lr: 7.189e-02, eta: 8 days, 0:16:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.2996, top5_acc: 0.5500, loss_cls: 3.2268, loss: 3.2268, grad_norm: 2.0588 2021-06-19 13:11:45,625 - mmaction - INFO - Epoch [16][1660/1879] lr: 7.193e-02, eta: 8 days, 0:15:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3098, top5_acc: 0.5699, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.0702 2021-06-19 13:12:30,514 - mmaction - INFO - Epoch [16][1680/1879] lr: 7.197e-02, eta: 8 days, 0:14:47, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2949, top5_acc: 0.5742, loss_cls: 3.1634, loss: 3.1634, grad_norm: 2.0376 2021-06-19 13:13:15,362 - mmaction - INFO - Epoch [16][1700/1879] lr: 7.201e-02, eta: 8 days, 0:14:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5750, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.0167 2021-06-19 13:14:00,274 - mmaction - INFO - Epoch [16][1720/1879] lr: 7.204e-02, eta: 8 days, 0:13:17, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.2961, top5_acc: 0.5664, loss_cls: 3.1708, loss: 3.1708, grad_norm: 2.0060 2021-06-19 13:14:45,091 - mmaction - INFO - Epoch [16][1740/1879] lr: 7.208e-02, eta: 8 days, 0:12:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5824, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.0535 2021-06-19 13:15:29,831 - mmaction - INFO - Epoch [16][1760/1879] lr: 7.212e-02, eta: 8 days, 0:11:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2973, top5_acc: 0.5668, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.9876 2021-06-19 13:16:14,695 - mmaction - INFO - Epoch [16][1780/1879] lr: 7.216e-02, eta: 8 days, 0:11:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5469, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.0387 2021-06-19 13:16:59,459 - mmaction - INFO - Epoch [16][1800/1879] lr: 7.220e-02, eta: 8 days, 0:10:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5641, loss_cls: 3.1544, loss: 3.1544, grad_norm: 2.0386 2021-06-19 13:17:44,168 - mmaction - INFO - Epoch [16][1820/1879] lr: 7.223e-02, eta: 8 days, 0:09:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.2902, top5_acc: 0.5402, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.9982 2021-06-19 13:18:28,943 - mmaction - INFO - Epoch [16][1840/1879] lr: 7.227e-02, eta: 8 days, 0:08:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5762, loss_cls: 3.1607, loss: 3.1607, grad_norm: 2.0143 2021-06-19 13:19:13,783 - mmaction - INFO - Epoch [16][1860/1879] lr: 7.231e-02, eta: 8 days, 0:07:55, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1399, loss: 3.1399, grad_norm: 2.0426 2021-06-19 13:19:56,872 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-06-19 13:21:27,114 - mmaction - INFO - Epoch [17][20/1879] lr: 7.221e-02, eta: 8 days, 0:06:50, time: 4.486, data_time: 2.068, memory: 7544, top1_acc: 0.3199, top5_acc: 0.5816, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.0709 2021-06-19 13:22:12,105 - mmaction - INFO - Epoch [17][40/1879] lr: 7.225e-02, eta: 8 days, 0:06:06, time: 2.250, data_time: 0.004, memory: 7544, top1_acc: 0.3098, top5_acc: 0.5770, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.0676 2021-06-19 13:22:57,076 - mmaction - INFO - Epoch [17][60/1879] lr: 7.229e-02, eta: 8 days, 0:05:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3023, top5_acc: 0.5605, loss_cls: 3.1785, loss: 3.1785, grad_norm: 2.0771 2021-06-19 13:23:42,022 - mmaction - INFO - Epoch [17][80/1879] lr: 7.232e-02, eta: 8 days, 0:04:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3043, top5_acc: 0.5617, loss_cls: 3.1672, loss: 3.1672, grad_norm: 2.0499 2021-06-19 13:24:26,895 - mmaction - INFO - Epoch [17][100/1879] lr: 7.236e-02, eta: 8 days, 0:03:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5723, loss_cls: 3.1263, loss: 3.1263, grad_norm: 2.0321 2021-06-19 13:25:11,818 - mmaction - INFO - Epoch [17][120/1879] lr: 7.240e-02, eta: 8 days, 0:03:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5613, loss_cls: 3.1450, loss: 3.1450, grad_norm: 2.0813 2021-06-19 13:25:56,642 - mmaction - INFO - Epoch [17][140/1879] lr: 7.244e-02, eta: 8 days, 0:02:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.0405 2021-06-19 13:26:41,633 - mmaction - INFO - Epoch [17][160/1879] lr: 7.247e-02, eta: 8 days, 0:01:39, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5551, loss_cls: 3.1572, loss: 3.1572, grad_norm: 2.1028 2021-06-19 13:27:26,528 - mmaction - INFO - Epoch [17][180/1879] lr: 7.251e-02, eta: 8 days, 0:00:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5754, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.0827 2021-06-19 13:28:11,421 - mmaction - INFO - Epoch [17][200/1879] lr: 7.255e-02, eta: 8 days, 0:00:09, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3082, top5_acc: 0.5711, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.1088 2021-06-19 13:28:56,315 - mmaction - INFO - Epoch [17][220/1879] lr: 7.259e-02, eta: 7 days, 23:59:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5582, loss_cls: 3.2013, loss: 3.2013, grad_norm: 2.0370 2021-06-19 13:29:41,312 - mmaction - INFO - Epoch [17][240/1879] lr: 7.262e-02, eta: 7 days, 23:58:40, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5754, loss_cls: 3.1142, loss: 3.1142, grad_norm: 2.0899 2021-06-19 13:30:26,295 - mmaction - INFO - Epoch [17][260/1879] lr: 7.266e-02, eta: 7 days, 23:57:56, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5672, loss_cls: 3.1570, loss: 3.1570, grad_norm: 2.0426 2021-06-19 13:31:11,158 - mmaction - INFO - Epoch [17][280/1879] lr: 7.270e-02, eta: 7 days, 23:57:11, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2232, loss: 3.2232, grad_norm: 2.0636 2021-06-19 13:31:56,137 - mmaction - INFO - Epoch [17][300/1879] lr: 7.274e-02, eta: 7 days, 23:56:27, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3148, top5_acc: 0.5762, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.0674 2021-06-19 13:32:40,834 - mmaction - INFO - Epoch [17][320/1879] lr: 7.277e-02, eta: 7 days, 23:55:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5785, loss_cls: 3.1431, loss: 3.1431, grad_norm: 2.0416 2021-06-19 13:33:25,697 - mmaction - INFO - Epoch [17][340/1879] lr: 7.281e-02, eta: 7 days, 23:54:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3121, top5_acc: 0.5641, loss_cls: 3.1642, loss: 3.1642, grad_norm: 2.0249 2021-06-19 13:34:10,484 - mmaction - INFO - Epoch [17][360/1879] lr: 7.285e-02, eta: 7 days, 23:54:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5656, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.9981 2021-06-19 13:34:55,355 - mmaction - INFO - Epoch [17][380/1879] lr: 7.289e-02, eta: 7 days, 23:53:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5758, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.0487 2021-06-19 13:35:40,229 - mmaction - INFO - Epoch [17][400/1879] lr: 7.292e-02, eta: 7 days, 23:52:39, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5676, loss_cls: 3.1564, loss: 3.1564, grad_norm: 2.0292 2021-06-19 13:36:25,282 - mmaction - INFO - Epoch [17][420/1879] lr: 7.296e-02, eta: 7 days, 23:51:56, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.6043, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.0901 2021-06-19 13:37:10,221 - mmaction - INFO - Epoch [17][440/1879] lr: 7.300e-02, eta: 7 days, 23:51:12, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3121, top5_acc: 0.5934, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.0505 2021-06-19 13:37:54,940 - mmaction - INFO - Epoch [17][460/1879] lr: 7.304e-02, eta: 7 days, 23:50:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5641, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.0543 2021-06-19 13:38:39,681 - mmaction - INFO - Epoch [17][480/1879] lr: 7.307e-02, eta: 7 days, 23:49:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5691, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.0052 2021-06-19 13:39:24,499 - mmaction - INFO - Epoch [17][500/1879] lr: 7.311e-02, eta: 7 days, 23:48:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3238, top5_acc: 0.5813, loss_cls: 3.1332, loss: 3.1332, grad_norm: 2.0436 2021-06-19 13:40:09,332 - mmaction - INFO - Epoch [17][520/1879] lr: 7.315e-02, eta: 7 days, 23:48:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.1953, loss: 3.1953, grad_norm: 2.0392 2021-06-19 13:40:54,293 - mmaction - INFO - Epoch [17][540/1879] lr: 7.319e-02, eta: 7 days, 23:47:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5668, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.0770 2021-06-19 13:41:39,152 - mmaction - INFO - Epoch [17][560/1879] lr: 7.322e-02, eta: 7 days, 23:46:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5668, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.0217 2021-06-19 13:42:23,955 - mmaction - INFO - Epoch [17][580/1879] lr: 7.326e-02, eta: 7 days, 23:45:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3094, top5_acc: 0.5766, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.0355 2021-06-19 13:43:08,811 - mmaction - INFO - Epoch [17][600/1879] lr: 7.330e-02, eta: 7 days, 23:45:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5832, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.0905 2021-06-19 13:43:53,607 - mmaction - INFO - Epoch [17][620/1879] lr: 7.334e-02, eta: 7 days, 23:44:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2844, top5_acc: 0.5379, loss_cls: 3.2797, loss: 3.2797, grad_norm: 2.0256 2021-06-19 13:44:38,452 - mmaction - INFO - Epoch [17][640/1879] lr: 7.337e-02, eta: 7 days, 23:43:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5715, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.9847 2021-06-19 13:45:23,435 - mmaction - INFO - Epoch [17][660/1879] lr: 7.341e-02, eta: 7 days, 23:42:52, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5770, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.1150 2021-06-19 13:46:08,292 - mmaction - INFO - Epoch [17][680/1879] lr: 7.345e-02, eta: 7 days, 23:42:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5652, loss_cls: 3.1337, loss: 3.1337, grad_norm: 2.0676 2021-06-19 13:46:53,203 - mmaction - INFO - Epoch [17][700/1879] lr: 7.349e-02, eta: 7 days, 23:41:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3063, top5_acc: 0.5668, loss_cls: 3.1485, loss: 3.1485, grad_norm: 2.0346 2021-06-19 13:47:37,929 - mmaction - INFO - Epoch [17][720/1879] lr: 7.353e-02, eta: 7 days, 23:40:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2984, top5_acc: 0.5480, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.0811 2021-06-19 13:48:22,799 - mmaction - INFO - Epoch [17][740/1879] lr: 7.356e-02, eta: 7 days, 23:39:50, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3203, top5_acc: 0.5852, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.0291 2021-06-19 13:49:07,565 - mmaction - INFO - Epoch [17][760/1879] lr: 7.360e-02, eta: 7 days, 23:39:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5719, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.0195 2021-06-19 13:49:52,387 - mmaction - INFO - Epoch [17][780/1879] lr: 7.364e-02, eta: 7 days, 23:38:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5637, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.1088 2021-06-19 13:50:37,040 - mmaction - INFO - Epoch [17][800/1879] lr: 7.368e-02, eta: 7 days, 23:37:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5672, loss_cls: 3.1648, loss: 3.1648, grad_norm: 2.0917 2021-06-19 13:51:21,837 - mmaction - INFO - Epoch [17][820/1879] lr: 7.371e-02, eta: 7 days, 23:36:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3125, top5_acc: 0.5801, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.0655 2021-06-19 13:52:06,579 - mmaction - INFO - Epoch [17][840/1879] lr: 7.375e-02, eta: 7 days, 23:35:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5770, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.0220 2021-06-19 13:52:51,443 - mmaction - INFO - Epoch [17][860/1879] lr: 7.379e-02, eta: 7 days, 23:35:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.0119 2021-06-19 13:53:36,370 - mmaction - INFO - Epoch [17][880/1879] lr: 7.383e-02, eta: 7 days, 23:34:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.2980, top5_acc: 0.5480, loss_cls: 3.2100, loss: 3.2100, grad_norm: 2.0901 2021-06-19 13:54:21,124 - mmaction - INFO - Epoch [17][900/1879] lr: 7.386e-02, eta: 7 days, 23:33:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3160, top5_acc: 0.5637, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.0534 2021-06-19 13:55:06,026 - mmaction - INFO - Epoch [17][920/1879] lr: 7.390e-02, eta: 7 days, 23:32:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5641, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.1043 2021-06-19 13:55:50,721 - mmaction - INFO - Epoch [17][940/1879] lr: 7.394e-02, eta: 7 days, 23:32:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3063, top5_acc: 0.5551, loss_cls: 3.1662, loss: 3.1662, grad_norm: 2.0249 2021-06-19 13:56:35,624 - mmaction - INFO - Epoch [17][960/1879] lr: 7.398e-02, eta: 7 days, 23:31:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5715, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.0181 2021-06-19 13:57:20,575 - mmaction - INFO - Epoch [17][980/1879] lr: 7.401e-02, eta: 7 days, 23:30:43, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5816, loss_cls: 3.1175, loss: 3.1175, grad_norm: 2.0335 2021-06-19 13:58:05,420 - mmaction - INFO - Epoch [17][1000/1879] lr: 7.405e-02, eta: 7 days, 23:29:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5566, loss_cls: 3.1705, loss: 3.1705, grad_norm: 2.0176 2021-06-19 13:58:50,212 - mmaction - INFO - Epoch [17][1020/1879] lr: 7.409e-02, eta: 7 days, 23:29:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3176, top5_acc: 0.5773, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.0243 2021-06-19 13:59:34,959 - mmaction - INFO - Epoch [17][1040/1879] lr: 7.413e-02, eta: 7 days, 23:28:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3074, top5_acc: 0.5594, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.0565 2021-06-19 14:00:19,924 - mmaction - INFO - Epoch [17][1060/1879] lr: 7.416e-02, eta: 7 days, 23:27:41, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3043, top5_acc: 0.5664, loss_cls: 3.1382, loss: 3.1382, grad_norm: 2.0406 2021-06-19 14:01:04,765 - mmaction - INFO - Epoch [17][1080/1879] lr: 7.420e-02, eta: 7 days, 23:26:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5723, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.0712 2021-06-19 14:01:49,579 - mmaction - INFO - Epoch [17][1100/1879] lr: 7.424e-02, eta: 7 days, 23:26:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5961, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.0940 2021-06-19 14:02:34,464 - mmaction - INFO - Epoch [17][1120/1879] lr: 7.428e-02, eta: 7 days, 23:25:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.0090 2021-06-19 14:03:19,273 - mmaction - INFO - Epoch [17][1140/1879] lr: 7.431e-02, eta: 7 days, 23:24:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5738, loss_cls: 3.1619, loss: 3.1619, grad_norm: 2.0416 2021-06-19 14:04:03,967 - mmaction - INFO - Epoch [17][1160/1879] lr: 7.435e-02, eta: 7 days, 23:23:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5574, loss_cls: 3.1717, loss: 3.1717, grad_norm: 2.0005 2021-06-19 14:04:48,932 - mmaction - INFO - Epoch [17][1180/1879] lr: 7.439e-02, eta: 7 days, 23:23:09, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3117, top5_acc: 0.5742, loss_cls: 3.1249, loss: 3.1249, grad_norm: 2.0477 2021-06-19 14:05:33,908 - mmaction - INFO - Epoch [17][1200/1879] lr: 7.443e-02, eta: 7 days, 23:22:25, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3176, top5_acc: 0.5797, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.0653 2021-06-19 14:06:18,755 - mmaction - INFO - Epoch [17][1220/1879] lr: 7.446e-02, eta: 7 days, 23:21:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3031, top5_acc: 0.5777, loss_cls: 3.1232, loss: 3.1232, grad_norm: 2.1070 2021-06-19 14:07:03,667 - mmaction - INFO - Epoch [17][1240/1879] lr: 7.450e-02, eta: 7 days, 23:20:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.0029 2021-06-19 14:07:48,355 - mmaction - INFO - Epoch [17][1260/1879] lr: 7.454e-02, eta: 7 days, 23:20:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5652, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.0622 2021-06-19 14:08:33,155 - mmaction - INFO - Epoch [17][1280/1879] lr: 7.458e-02, eta: 7 days, 23:19:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5684, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.0388 2021-06-19 14:09:17,794 - mmaction - INFO - Epoch [17][1300/1879] lr: 7.461e-02, eta: 7 days, 23:18:35, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5617, loss_cls: 3.1349, loss: 3.1349, grad_norm: 2.0959 2021-06-19 14:10:02,410 - mmaction - INFO - Epoch [17][1320/1879] lr: 7.465e-02, eta: 7 days, 23:17:47, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5687, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.0350 2021-06-19 14:10:47,252 - mmaction - INFO - Epoch [17][1340/1879] lr: 7.469e-02, eta: 7 days, 23:17:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2988, top5_acc: 0.5574, loss_cls: 3.1778, loss: 3.1778, grad_norm: 2.0797 2021-06-19 14:11:32,194 - mmaction - INFO - Epoch [17][1360/1879] lr: 7.473e-02, eta: 7 days, 23:16:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1545, loss: 3.1545, grad_norm: 2.0325 2021-06-19 14:12:17,041 - mmaction - INFO - Epoch [17][1380/1879] lr: 7.477e-02, eta: 7 days, 23:15:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.0275 2021-06-19 14:13:01,792 - mmaction - INFO - Epoch [17][1400/1879] lr: 7.480e-02, eta: 7 days, 23:14:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.9968 2021-06-19 14:13:46,517 - mmaction - INFO - Epoch [17][1420/1879] lr: 7.484e-02, eta: 7 days, 23:13:59, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.2945, top5_acc: 0.5527, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.0375 2021-06-19 14:14:31,300 - mmaction - INFO - Epoch [17][1440/1879] lr: 7.488e-02, eta: 7 days, 23:13:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5859, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.0209 2021-06-19 14:15:16,186 - mmaction - INFO - Epoch [17][1460/1879] lr: 7.492e-02, eta: 7 days, 23:12:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3094, top5_acc: 0.5660, loss_cls: 3.1529, loss: 3.1529, grad_norm: 2.0535 2021-06-19 14:16:01,061 - mmaction - INFO - Epoch [17][1480/1879] lr: 7.495e-02, eta: 7 days, 23:11:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2961, top5_acc: 0.5719, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.0120 2021-06-19 14:16:45,770 - mmaction - INFO - Epoch [17][1500/1879] lr: 7.499e-02, eta: 7 days, 23:10:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3066, top5_acc: 0.5758, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.9858 2021-06-19 14:17:30,544 - mmaction - INFO - Epoch [17][1520/1879] lr: 7.503e-02, eta: 7 days, 23:10:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.0175 2021-06-19 14:18:15,502 - mmaction - INFO - Epoch [17][1540/1879] lr: 7.507e-02, eta: 7 days, 23:09:27, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5758, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.1194 2021-06-19 14:19:00,371 - mmaction - INFO - Epoch [17][1560/1879] lr: 7.510e-02, eta: 7 days, 23:08:42, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3066, top5_acc: 0.5566, loss_cls: 3.1885, loss: 3.1885, grad_norm: 2.0415 2021-06-19 14:19:45,099 - mmaction - INFO - Epoch [17][1580/1879] lr: 7.514e-02, eta: 7 days, 23:07:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3074, top5_acc: 0.5441, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.0238 2021-06-19 14:20:29,784 - mmaction - INFO - Epoch [17][1600/1879] lr: 7.518e-02, eta: 7 days, 23:07:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5910, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.0148 2021-06-19 14:21:14,535 - mmaction - INFO - Epoch [17][1620/1879] lr: 7.522e-02, eta: 7 days, 23:06:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5734, loss_cls: 3.1689, loss: 3.1689, grad_norm: 2.0450 2021-06-19 14:21:59,433 - mmaction - INFO - Epoch [17][1640/1879] lr: 7.525e-02, eta: 7 days, 23:05:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2930, top5_acc: 0.5668, loss_cls: 3.1843, loss: 3.1843, grad_norm: 2.0345 2021-06-19 14:22:44,226 - mmaction - INFO - Epoch [17][1660/1879] lr: 7.529e-02, eta: 7 days, 23:04:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.2988, top5_acc: 0.5602, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.0431 2021-06-19 14:23:29,016 - mmaction - INFO - Epoch [17][1680/1879] lr: 7.533e-02, eta: 7 days, 23:04:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5676, loss_cls: 3.1783, loss: 3.1783, grad_norm: 2.0283 2021-06-19 14:24:13,910 - mmaction - INFO - Epoch [17][1700/1879] lr: 7.537e-02, eta: 7 days, 23:03:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3027, top5_acc: 0.5547, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.0783 2021-06-19 14:24:58,653 - mmaction - INFO - Epoch [17][1720/1879] lr: 7.540e-02, eta: 7 days, 23:02:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.0321 2021-06-19 14:25:43,491 - mmaction - INFO - Epoch [17][1740/1879] lr: 7.544e-02, eta: 7 days, 23:01:49, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3137, top5_acc: 0.5715, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.0529 2021-06-19 14:26:28,331 - mmaction - INFO - Epoch [17][1760/1879] lr: 7.548e-02, eta: 7 days, 23:01:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3082, top5_acc: 0.5559, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.9900 2021-06-19 14:27:13,075 - mmaction - INFO - Epoch [17][1780/1879] lr: 7.552e-02, eta: 7 days, 23:00:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.1180 2021-06-19 14:27:57,954 - mmaction - INFO - Epoch [17][1800/1879] lr: 7.555e-02, eta: 7 days, 22:59:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5652, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.0772 2021-06-19 14:28:42,797 - mmaction - INFO - Epoch [17][1820/1879] lr: 7.559e-02, eta: 7 days, 22:58:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.2941, top5_acc: 0.5391, loss_cls: 3.2471, loss: 3.2471, grad_norm: 2.0318 2021-06-19 14:29:27,472 - mmaction - INFO - Epoch [17][1840/1879] lr: 7.563e-02, eta: 7 days, 22:58:01, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3250, top5_acc: 0.5680, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.0347 2021-06-19 14:30:12,316 - mmaction - INFO - Epoch [17][1860/1879] lr: 7.567e-02, eta: 7 days, 22:57:15, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5512, loss_cls: 3.1650, loss: 3.1650, grad_norm: 2.0477 2021-06-19 14:30:55,177 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-06-19 14:32:25,237 - mmaction - INFO - Epoch [18][20/1879] lr: 7.555e-02, eta: 7 days, 22:56:08, time: 4.482, data_time: 2.160, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5934, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.0618 2021-06-19 14:33:10,045 - mmaction - INFO - Epoch [18][40/1879] lr: 7.559e-02, eta: 7 days, 22:55:22, time: 2.241, data_time: 0.004, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5625, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.0218 2021-06-19 14:33:54,961 - mmaction - INFO - Epoch [18][60/1879] lr: 7.562e-02, eta: 7 days, 22:54:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5590, loss_cls: 3.1410, loss: 3.1410, grad_norm: 2.0765 2021-06-19 14:34:39,920 - mmaction - INFO - Epoch [18][80/1879] lr: 7.566e-02, eta: 7 days, 22:53:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5727, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.0500 2021-06-19 14:35:24,866 - mmaction - INFO - Epoch [18][100/1879] lr: 7.570e-02, eta: 7 days, 22:53:09, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.3137, top5_acc: 0.5820, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.9950 2021-06-19 14:36:09,828 - mmaction - INFO - Epoch [18][120/1879] lr: 7.574e-02, eta: 7 days, 22:52:25, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5996, loss_cls: 3.0092, loss: 3.0092, grad_norm: 2.0288 2021-06-19 14:36:54,719 - mmaction - INFO - Epoch [18][140/1879] lr: 7.577e-02, eta: 7 days, 22:51:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.5965, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.0787 2021-06-19 14:37:39,680 - mmaction - INFO - Epoch [18][160/1879] lr: 7.581e-02, eta: 7 days, 22:50:56, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5633, loss_cls: 3.1062, loss: 3.1062, grad_norm: 2.0983 2021-06-19 14:38:24,679 - mmaction - INFO - Epoch [18][180/1879] lr: 7.585e-02, eta: 7 days, 22:50:12, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.1110 2021-06-19 14:39:09,571 - mmaction - INFO - Epoch [18][200/1879] lr: 7.589e-02, eta: 7 days, 22:49:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5680, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.9884 2021-06-19 14:39:54,483 - mmaction - INFO - Epoch [18][220/1879] lr: 7.592e-02, eta: 7 days, 22:48:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5582, loss_cls: 3.1735, loss: 3.1735, grad_norm: 2.2082 2021-06-19 14:40:39,367 - mmaction - INFO - Epoch [18][240/1879] lr: 7.596e-02, eta: 7 days, 22:47:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5691, loss_cls: 3.1527, loss: 3.1527, grad_norm: 2.0520 2021-06-19 14:41:24,435 - mmaction - INFO - Epoch [18][260/1879] lr: 7.600e-02, eta: 7 days, 22:47:14, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5754, loss_cls: 3.1343, loss: 3.1343, grad_norm: 2.0629 2021-06-19 14:42:09,315 - mmaction - INFO - Epoch [18][280/1879] lr: 7.604e-02, eta: 7 days, 22:46:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5559, loss_cls: 3.1875, loss: 3.1875, grad_norm: 2.0000 2021-06-19 14:42:54,152 - mmaction - INFO - Epoch [18][300/1879] lr: 7.607e-02, eta: 7 days, 22:45:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3117, top5_acc: 0.5914, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.0667 2021-06-19 14:43:38,995 - mmaction - INFO - Epoch [18][320/1879] lr: 7.611e-02, eta: 7 days, 22:44:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3121, top5_acc: 0.5746, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.0928 2021-06-19 14:44:23,851 - mmaction - INFO - Epoch [18][340/1879] lr: 7.615e-02, eta: 7 days, 22:44:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5953, loss_cls: 3.0534, loss: 3.0534, grad_norm: 2.0271 2021-06-19 14:45:08,710 - mmaction - INFO - Epoch [18][360/1879] lr: 7.619e-02, eta: 7 days, 22:43:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5727, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.0060 2021-06-19 14:45:53,722 - mmaction - INFO - Epoch [18][380/1879] lr: 7.622e-02, eta: 7 days, 22:42:45, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5871, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.0668 2021-06-19 14:46:38,649 - mmaction - INFO - Epoch [18][400/1879] lr: 7.626e-02, eta: 7 days, 22:42:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.0239 2021-06-19 14:47:23,473 - mmaction - INFO - Epoch [18][420/1879] lr: 7.630e-02, eta: 7 days, 22:41:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5746, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.0499 2021-06-19 14:48:08,270 - mmaction - INFO - Epoch [18][440/1879] lr: 7.634e-02, eta: 7 days, 22:40:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3043, top5_acc: 0.5723, loss_cls: 3.1309, loss: 3.1309, grad_norm: 2.0475 2021-06-19 14:48:53,180 - mmaction - INFO - Epoch [18][460/1879] lr: 7.637e-02, eta: 7 days, 22:39:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1195, loss: 3.1195, grad_norm: 2.0575 2021-06-19 14:49:37,981 - mmaction - INFO - Epoch [18][480/1879] lr: 7.641e-02, eta: 7 days, 22:38:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3125, top5_acc: 0.5824, loss_cls: 3.0738, loss: 3.0738, grad_norm: 2.0334 2021-06-19 14:50:22,891 - mmaction - INFO - Epoch [18][500/1879] lr: 7.645e-02, eta: 7 days, 22:38:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1708, loss: 3.1708, grad_norm: 2.0589 2021-06-19 14:51:07,721 - mmaction - INFO - Epoch [18][520/1879] lr: 7.649e-02, eta: 7 days, 22:37:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3145, top5_acc: 0.5785, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.0977 2021-06-19 14:51:52,613 - mmaction - INFO - Epoch [18][540/1879] lr: 7.652e-02, eta: 7 days, 22:36:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5574, loss_cls: 3.2143, loss: 3.2143, grad_norm: 2.0917 2021-06-19 14:52:37,576 - mmaction - INFO - Epoch [18][560/1879] lr: 7.656e-02, eta: 7 days, 22:35:59, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3055, top5_acc: 0.5668, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.9898 2021-06-19 14:53:22,513 - mmaction - INFO - Epoch [18][580/1879] lr: 7.660e-02, eta: 7 days, 22:35:15, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5879, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.0526 2021-06-19 14:54:07,313 - mmaction - INFO - Epoch [18][600/1879] lr: 7.664e-02, eta: 7 days, 22:34:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5668, loss_cls: 3.1897, loss: 3.1897, grad_norm: 2.0580 2021-06-19 14:54:52,148 - mmaction - INFO - Epoch [18][620/1879] lr: 7.667e-02, eta: 7 days, 22:33:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3074, top5_acc: 0.5691, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.0224 2021-06-19 14:55:37,003 - mmaction - INFO - Epoch [18][640/1879] lr: 7.671e-02, eta: 7 days, 22:32:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5687, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.9304 2021-06-19 14:56:21,830 - mmaction - INFO - Epoch [18][660/1879] lr: 7.675e-02, eta: 7 days, 22:32:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3098, top5_acc: 0.5766, loss_cls: 3.1189, loss: 3.1189, grad_norm: 2.0276 2021-06-19 14:57:06,724 - mmaction - INFO - Epoch [18][680/1879] lr: 7.679e-02, eta: 7 days, 22:31:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5680, loss_cls: 3.1345, loss: 3.1345, grad_norm: 2.0361 2021-06-19 14:57:51,573 - mmaction - INFO - Epoch [18][700/1879] lr: 7.682e-02, eta: 7 days, 22:30:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3258, top5_acc: 0.5855, loss_cls: 3.0848, loss: 3.0848, grad_norm: 2.0214 2021-06-19 14:58:36,363 - mmaction - INFO - Epoch [18][720/1879] lr: 7.686e-02, eta: 7 days, 22:29:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5699, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.0686 2021-06-19 14:59:21,201 - mmaction - INFO - Epoch [18][740/1879] lr: 7.690e-02, eta: 7 days, 22:29:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3168, top5_acc: 0.5738, loss_cls: 3.1109, loss: 3.1109, grad_norm: 2.0434 2021-06-19 15:00:06,194 - mmaction - INFO - Epoch [18][760/1879] lr: 7.694e-02, eta: 7 days, 22:28:28, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5813, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.0471 2021-06-19 15:00:51,208 - mmaction - INFO - Epoch [18][780/1879] lr: 7.697e-02, eta: 7 days, 22:27:44, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5785, loss_cls: 3.1013, loss: 3.1013, grad_norm: 2.0185 2021-06-19 15:01:36,141 - mmaction - INFO - Epoch [18][800/1879] lr: 7.701e-02, eta: 7 days, 22:27:00, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.5996, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.0328 2021-06-19 15:02:20,974 - mmaction - INFO - Epoch [18][820/1879] lr: 7.705e-02, eta: 7 days, 22:26:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5797, loss_cls: 3.0666, loss: 3.0666, grad_norm: 2.0327 2021-06-19 15:03:05,869 - mmaction - INFO - Epoch [18][840/1879] lr: 7.709e-02, eta: 7 days, 22:25:29, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3199, top5_acc: 0.5777, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.0108 2021-06-19 15:03:50,738 - mmaction - INFO - Epoch [18][860/1879] lr: 7.712e-02, eta: 7 days, 22:24:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5758, loss_cls: 3.1511, loss: 3.1511, grad_norm: 2.0513 2021-06-19 15:04:35,496 - mmaction - INFO - Epoch [18][880/1879] lr: 7.716e-02, eta: 7 days, 22:23:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5996, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.0675 2021-06-19 15:05:20,318 - mmaction - INFO - Epoch [18][900/1879] lr: 7.720e-02, eta: 7 days, 22:23:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.0847, loss: 3.0847, grad_norm: 2.0441 2021-06-19 15:06:05,080 - mmaction - INFO - Epoch [18][920/1879] lr: 7.724e-02, eta: 7 days, 22:22:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5883, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.0921 2021-06-19 15:06:49,964 - mmaction - INFO - Epoch [18][940/1879] lr: 7.727e-02, eta: 7 days, 22:21:42, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.2961, top5_acc: 0.5707, loss_cls: 3.2040, loss: 3.2040, grad_norm: 2.0246 2021-06-19 15:07:34,798 - mmaction - INFO - Epoch [18][960/1879] lr: 7.731e-02, eta: 7 days, 22:20:56, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3223, top5_acc: 0.5832, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.0089 2021-06-19 15:08:19,847 - mmaction - INFO - Epoch [18][980/1879] lr: 7.735e-02, eta: 7 days, 22:20:13, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5789, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.0697 2021-06-19 15:09:04,670 - mmaction - INFO - Epoch [18][1000/1879] lr: 7.739e-02, eta: 7 days, 22:19:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3043, top5_acc: 0.5500, loss_cls: 3.2123, loss: 3.2123, grad_norm: 2.0472 2021-06-19 15:09:49,586 - mmaction - INFO - Epoch [18][1020/1879] lr: 7.742e-02, eta: 7 days, 22:18:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5723, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.0151 2021-06-19 15:10:34,535 - mmaction - INFO - Epoch [18][1040/1879] lr: 7.746e-02, eta: 7 days, 22:17:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5703, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.0591 2021-06-19 15:11:19,315 - mmaction - INFO - Epoch [18][1060/1879] lr: 7.750e-02, eta: 7 days, 22:17:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3113, top5_acc: 0.5758, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.9981 2021-06-19 15:12:04,111 - mmaction - INFO - Epoch [18][1080/1879] lr: 7.754e-02, eta: 7 days, 22:16:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5832, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.0631 2021-06-19 15:12:49,030 - mmaction - INFO - Epoch [18][1100/1879] lr: 7.757e-02, eta: 7 days, 22:15:42, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3289, top5_acc: 0.6020, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.0105 2021-06-19 15:13:33,918 - mmaction - INFO - Epoch [18][1120/1879] lr: 7.761e-02, eta: 7 days, 22:14:57, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5828, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.0100 2021-06-19 15:14:18,754 - mmaction - INFO - Epoch [18][1140/1879] lr: 7.765e-02, eta: 7 days, 22:14:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5766, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.0709 2021-06-19 15:15:03,654 - mmaction - INFO - Epoch [18][1160/1879] lr: 7.769e-02, eta: 7 days, 22:13:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.2996, top5_acc: 0.5582, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.0602 2021-06-19 15:15:48,601 - mmaction - INFO - Epoch [18][1180/1879] lr: 7.772e-02, eta: 7 days, 22:12:43, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3199, top5_acc: 0.5934, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.0601 2021-06-19 15:16:33,623 - mmaction - INFO - Epoch [18][1200/1879] lr: 7.776e-02, eta: 7 days, 22:11:59, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5867, loss_cls: 3.1219, loss: 3.1219, grad_norm: 2.0931 2021-06-19 15:17:18,470 - mmaction - INFO - Epoch [18][1220/1879] lr: 7.780e-02, eta: 7 days, 22:11:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3160, top5_acc: 0.5652, loss_cls: 3.1615, loss: 3.1615, grad_norm: 2.0260 2021-06-19 15:18:03,374 - mmaction - INFO - Epoch [18][1240/1879] lr: 7.784e-02, eta: 7 days, 22:10:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5660, loss_cls: 3.1458, loss: 3.1458, grad_norm: 2.0307 2021-06-19 15:18:48,196 - mmaction - INFO - Epoch [18][1260/1879] lr: 7.787e-02, eta: 7 days, 22:09:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5867, loss_cls: 3.0951, loss: 3.0951, grad_norm: 2.0397 2021-06-19 15:19:33,087 - mmaction - INFO - Epoch [18][1280/1879] lr: 7.791e-02, eta: 7 days, 22:08:59, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5684, loss_cls: 3.1299, loss: 3.1299, grad_norm: 2.1266 2021-06-19 15:20:17,951 - mmaction - INFO - Epoch [18][1300/1879] lr: 7.795e-02, eta: 7 days, 22:08:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3199, top5_acc: 0.5742, loss_cls: 3.0657, loss: 3.0657, grad_norm: 2.0457 2021-06-19 15:21:02,749 - mmaction - INFO - Epoch [18][1320/1879] lr: 7.799e-02, eta: 7 days, 22:07:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5914, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.0661 2021-06-19 15:21:47,588 - mmaction - INFO - Epoch [18][1340/1879] lr: 7.802e-02, eta: 7 days, 22:06:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5793, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.0376 2021-06-19 15:22:32,457 - mmaction - INFO - Epoch [18][1360/1879] lr: 7.806e-02, eta: 7 days, 22:05:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3012, top5_acc: 0.5641, loss_cls: 3.1780, loss: 3.1780, grad_norm: 2.0325 2021-06-19 15:23:17,318 - mmaction - INFO - Epoch [18][1380/1879] lr: 7.810e-02, eta: 7 days, 22:05:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3238, top5_acc: 0.5770, loss_cls: 3.0693, loss: 3.0693, grad_norm: 2.0339 2021-06-19 15:24:02,026 - mmaction - INFO - Epoch [18][1400/1879] lr: 7.814e-02, eta: 7 days, 22:04:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3090, top5_acc: 0.5762, loss_cls: 3.1378, loss: 3.1378, grad_norm: 2.0595 2021-06-19 15:24:46,738 - mmaction - INFO - Epoch [18][1420/1879] lr: 7.817e-02, eta: 7 days, 22:03:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5770, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.0195 2021-06-19 15:25:31,500 - mmaction - INFO - Epoch [18][1440/1879] lr: 7.821e-02, eta: 7 days, 22:02:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.0256 2021-06-19 15:26:16,368 - mmaction - INFO - Epoch [18][1460/1879] lr: 7.825e-02, eta: 7 days, 22:02:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3168, top5_acc: 0.5840, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.0359 2021-06-19 15:27:01,208 - mmaction - INFO - Epoch [18][1480/1879] lr: 7.829e-02, eta: 7 days, 22:01:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5887, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.0216 2021-06-19 15:27:45,983 - mmaction - INFO - Epoch [18][1500/1879] lr: 7.832e-02, eta: 7 days, 22:00:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3145, top5_acc: 0.5746, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.9859 2021-06-19 15:28:30,830 - mmaction - INFO - Epoch [18][1520/1879] lr: 7.836e-02, eta: 7 days, 21:59:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.0691, loss: 3.0691, grad_norm: 2.0559 2021-06-19 15:29:15,633 - mmaction - INFO - Epoch [18][1540/1879] lr: 7.840e-02, eta: 7 days, 21:59:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5879, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.0316 2021-06-19 15:30:00,335 - mmaction - INFO - Epoch [18][1560/1879] lr: 7.844e-02, eta: 7 days, 21:58:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5832, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.0244 2021-06-19 15:30:45,281 - mmaction - INFO - Epoch [18][1580/1879] lr: 7.847e-02, eta: 7 days, 21:57:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5805, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.0541 2021-06-19 15:31:30,104 - mmaction - INFO - Epoch [18][1600/1879] lr: 7.851e-02, eta: 7 days, 21:56:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0393, loss: 3.0393, grad_norm: 2.0121 2021-06-19 15:32:15,106 - mmaction - INFO - Epoch [18][1620/1879] lr: 7.855e-02, eta: 7 days, 21:56:06, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3176, top5_acc: 0.5742, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.0229 2021-06-19 15:32:59,936 - mmaction - INFO - Epoch [18][1640/1879] lr: 7.858e-02, eta: 7 days, 21:55:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5797, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.0528 2021-06-19 15:33:44,691 - mmaction - INFO - Epoch [18][1660/1879] lr: 7.862e-02, eta: 7 days, 21:54:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3027, top5_acc: 0.5648, loss_cls: 3.1470, loss: 3.1470, grad_norm: 2.0165 2021-06-19 15:34:29,545 - mmaction - INFO - Epoch [18][1680/1879] lr: 7.866e-02, eta: 7 days, 21:53:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3129, top5_acc: 0.5738, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.0140 2021-06-19 15:35:14,442 - mmaction - INFO - Epoch [18][1700/1879] lr: 7.870e-02, eta: 7 days, 21:53:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5687, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.0694 2021-06-19 15:35:59,273 - mmaction - INFO - Epoch [18][1720/1879] lr: 7.873e-02, eta: 7 days, 21:52:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5520, loss_cls: 3.1684, loss: 3.1684, grad_norm: 2.0741 2021-06-19 15:36:44,093 - mmaction - INFO - Epoch [18][1740/1879] lr: 7.877e-02, eta: 7 days, 21:51:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.2941, top5_acc: 0.5746, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.0363 2021-06-19 15:37:29,039 - mmaction - INFO - Epoch [18][1760/1879] lr: 7.881e-02, eta: 7 days, 21:50:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5727, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.0764 2021-06-19 15:38:13,835 - mmaction - INFO - Epoch [18][1780/1879] lr: 7.885e-02, eta: 7 days, 21:50:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3160, top5_acc: 0.5789, loss_cls: 3.0935, loss: 3.0935, grad_norm: 2.0555 2021-06-19 15:38:58,723 - mmaction - INFO - Epoch [18][1800/1879] lr: 7.888e-02, eta: 7 days, 21:49:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5574, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.9865 2021-06-19 15:39:43,486 - mmaction - INFO - Epoch [18][1820/1879] lr: 7.892e-02, eta: 7 days, 21:48:33, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5762, loss_cls: 3.1113, loss: 3.1113, grad_norm: 2.0405 2021-06-19 15:40:28,307 - mmaction - INFO - Epoch [18][1840/1879] lr: 7.896e-02, eta: 7 days, 21:47:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5723, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.9886 2021-06-19 15:41:13,039 - mmaction - INFO - Epoch [18][1860/1879] lr: 7.900e-02, eta: 7 days, 21:47:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5855, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.0018 2021-06-19 15:41:56,089 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-06-19 15:44:00,810 - mmaction - INFO - Epoch [19][20/1879] lr: 7.886e-02, eta: 7 days, 21:50:29, time: 6.021, data_time: 2.063, memory: 7544, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.0131 2021-06-19 15:44:45,586 - mmaction - INFO - Epoch [19][40/1879] lr: 7.890e-02, eta: 7 days, 21:49:43, time: 2.239, data_time: 0.002, memory: 7544, top1_acc: 0.3109, top5_acc: 0.5711, loss_cls: 3.1173, loss: 3.1173, grad_norm: 2.0891 2021-06-19 15:45:30,692 - mmaction - INFO - Epoch [19][60/1879] lr: 7.893e-02, eta: 7 days, 21:49:00, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5770, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.0871 2021-06-19 15:46:15,589 - mmaction - INFO - Epoch [19][80/1879] lr: 7.897e-02, eta: 7 days, 21:48:15, time: 2.245, data_time: 0.002, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5867, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.0165 2021-06-19 15:47:00,500 - mmaction - INFO - Epoch [19][100/1879] lr: 7.901e-02, eta: 7 days, 21:47:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5871, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.9835 2021-06-19 15:47:45,562 - mmaction - INFO - Epoch [19][120/1879] lr: 7.905e-02, eta: 7 days, 21:46:47, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5816, loss_cls: 3.0980, loss: 3.0980, grad_norm: 2.0825 2021-06-19 15:48:30,364 - mmaction - INFO - Epoch [19][140/1879] lr: 7.908e-02, eta: 7 days, 21:46:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.0071 2021-06-19 15:49:15,338 - mmaction - INFO - Epoch [19][160/1879] lr: 7.912e-02, eta: 7 days, 21:45:16, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.5930, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.0527 2021-06-19 15:50:00,251 - mmaction - INFO - Epoch [19][180/1879] lr: 7.916e-02, eta: 7 days, 21:44:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5758, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.1126 2021-06-19 15:50:45,095 - mmaction - INFO - Epoch [19][200/1879] lr: 7.919e-02, eta: 7 days, 21:43:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6066, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.0016 2021-06-19 15:51:30,038 - mmaction - INFO - Epoch [19][220/1879] lr: 7.923e-02, eta: 7 days, 21:43:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5809, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.0673 2021-06-19 15:52:14,864 - mmaction - INFO - Epoch [19][240/1879] lr: 7.927e-02, eta: 7 days, 21:42:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.6055, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.0158 2021-06-19 15:52:59,668 - mmaction - INFO - Epoch [19][260/1879] lr: 7.931e-02, eta: 7 days, 21:41:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.0781 2021-06-19 15:53:44,684 - mmaction - INFO - Epoch [19][280/1879] lr: 7.934e-02, eta: 7 days, 21:40:46, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3027, top5_acc: 0.5676, loss_cls: 3.1611, loss: 3.1611, grad_norm: 2.0638 2021-06-19 15:54:29,584 - mmaction - INFO - Epoch [19][300/1879] lr: 7.938e-02, eta: 7 days, 21:40:01, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3109, top5_acc: 0.5785, loss_cls: 3.0827, loss: 3.0827, grad_norm: 2.0063 2021-06-19 15:55:14,457 - mmaction - INFO - Epoch [19][320/1879] lr: 7.942e-02, eta: 7 days, 21:39:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5848, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.0310 2021-06-19 15:55:59,479 - mmaction - INFO - Epoch [19][340/1879] lr: 7.946e-02, eta: 7 days, 21:38:32, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6070, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0094 2021-06-19 15:56:44,393 - mmaction - INFO - Epoch [19][360/1879] lr: 7.949e-02, eta: 7 days, 21:37:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5863, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.1309 2021-06-19 15:57:29,230 - mmaction - INFO - Epoch [19][380/1879] lr: 7.953e-02, eta: 7 days, 21:37:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.0720, loss: 3.0720, grad_norm: 2.0666 2021-06-19 15:58:14,238 - mmaction - INFO - Epoch [19][400/1879] lr: 7.957e-02, eta: 7 days, 21:36:18, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1346, loss: 3.1346, grad_norm: 2.0359 2021-06-19 15:58:58,983 - mmaction - INFO - Epoch [19][420/1879] lr: 7.961e-02, eta: 7 days, 21:35:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5875, loss_cls: 3.0149, loss: 3.0149, grad_norm: 2.0788 2021-06-19 15:59:43,756 - mmaction - INFO - Epoch [19][440/1879] lr: 7.964e-02, eta: 7 days, 21:34:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3133, top5_acc: 0.5641, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.0366 2021-06-19 16:00:28,794 - mmaction - INFO - Epoch [19][460/1879] lr: 7.968e-02, eta: 7 days, 21:34:01, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3187, top5_acc: 0.5754, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.0862 2021-06-19 16:01:13,526 - mmaction - INFO - Epoch [19][480/1879] lr: 7.972e-02, eta: 7 days, 21:33:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.0191 2021-06-19 16:01:58,370 - mmaction - INFO - Epoch [19][500/1879] lr: 7.976e-02, eta: 7 days, 21:32:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3133, top5_acc: 0.5770, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.0507 2021-06-19 16:02:43,428 - mmaction - INFO - Epoch [19][520/1879] lr: 7.979e-02, eta: 7 days, 21:31:46, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5809, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.9870 2021-06-19 16:03:28,274 - mmaction - INFO - Epoch [19][540/1879] lr: 7.983e-02, eta: 7 days, 21:31:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5883, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.1045 2021-06-19 16:04:13,058 - mmaction - INFO - Epoch [19][560/1879] lr: 7.987e-02, eta: 7 days, 21:30:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5887, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.0617 2021-06-19 16:04:57,897 - mmaction - INFO - Epoch [19][580/1879] lr: 7.990e-02, eta: 7 days, 21:29:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5980, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.0274 2021-06-19 16:05:42,729 - mmaction - INFO - Epoch [19][600/1879] lr: 7.994e-02, eta: 7 days, 21:28:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5754, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.0791 2021-06-19 16:06:27,403 - mmaction - INFO - Epoch [19][620/1879] lr: 7.998e-02, eta: 7 days, 21:27:57, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5879, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.0447 2021-06-19 16:07:12,266 - mmaction - INFO - Epoch [19][640/1879] lr: 8.002e-02, eta: 7 days, 21:27:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.5801, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.9871 2021-06-19 16:07:57,124 - mmaction - INFO - Epoch [19][660/1879] lr: 8.005e-02, eta: 7 days, 21:26:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3172, top5_acc: 0.5777, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.0285 2021-06-19 16:08:41,887 - mmaction - INFO - Epoch [19][680/1879] lr: 8.009e-02, eta: 7 days, 21:25:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3133, top5_acc: 0.5730, loss_cls: 3.0933, loss: 3.0933, grad_norm: 2.0358 2021-06-19 16:09:26,728 - mmaction - INFO - Epoch [19][700/1879] lr: 8.013e-02, eta: 7 days, 21:24:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5863, loss_cls: 3.0748, loss: 3.0748, grad_norm: 2.0433 2021-06-19 16:10:11,497 - mmaction - INFO - Epoch [19][720/1879] lr: 8.017e-02, eta: 7 days, 21:24:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3020, top5_acc: 0.5742, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.0634 2021-06-19 16:10:56,271 - mmaction - INFO - Epoch [19][740/1879] lr: 8.020e-02, eta: 7 days, 21:23:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5633, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.9760 2021-06-19 16:11:40,989 - mmaction - INFO - Epoch [19][760/1879] lr: 8.024e-02, eta: 7 days, 21:22:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6086, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.0213 2021-06-19 16:12:25,805 - mmaction - INFO - Epoch [19][780/1879] lr: 8.028e-02, eta: 7 days, 21:21:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3219, top5_acc: 0.5855, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.9624 2021-06-19 16:13:10,680 - mmaction - INFO - Epoch [19][800/1879] lr: 8.032e-02, eta: 7 days, 21:21:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5844, loss_cls: 3.1023, loss: 3.1023, grad_norm: 2.0828 2021-06-19 16:13:55,608 - mmaction - INFO - Epoch [19][820/1879] lr: 8.035e-02, eta: 7 days, 21:20:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.0366 2021-06-19 16:14:40,446 - mmaction - INFO - Epoch [19][840/1879] lr: 8.039e-02, eta: 7 days, 21:19:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3187, top5_acc: 0.5855, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.0310 2021-06-19 16:15:25,284 - mmaction - INFO - Epoch [19][860/1879] lr: 8.043e-02, eta: 7 days, 21:18:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3156, top5_acc: 0.5848, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.0130 2021-06-19 16:16:09,962 - mmaction - INFO - Epoch [19][880/1879] lr: 8.047e-02, eta: 7 days, 21:18:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3160, top5_acc: 0.5676, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.0743 2021-06-19 16:16:54,733 - mmaction - INFO - Epoch [19][900/1879] lr: 8.050e-02, eta: 7 days, 21:17:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5844, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.0446 2021-06-19 16:17:39,464 - mmaction - INFO - Epoch [19][920/1879] lr: 8.054e-02, eta: 7 days, 21:16:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5844, loss_cls: 3.0809, loss: 3.0809, grad_norm: 2.0535 2021-06-19 16:18:24,363 - mmaction - INFO - Epoch [19][940/1879] lr: 8.058e-02, eta: 7 days, 21:15:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0667, loss: 3.0667, grad_norm: 2.0613 2021-06-19 16:19:09,225 - mmaction - INFO - Epoch [19][960/1879] lr: 8.062e-02, eta: 7 days, 21:14:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5895, loss_cls: 3.0349, loss: 3.0349, grad_norm: 2.0535 2021-06-19 16:19:54,017 - mmaction - INFO - Epoch [19][980/1879] lr: 8.065e-02, eta: 7 days, 21:14:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.0285 2021-06-19 16:20:38,803 - mmaction - INFO - Epoch [19][1000/1879] lr: 8.069e-02, eta: 7 days, 21:13:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3133, top5_acc: 0.5707, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.0497 2021-06-19 16:21:23,678 - mmaction - INFO - Epoch [19][1020/1879] lr: 8.073e-02, eta: 7 days, 21:12:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.0119 2021-06-19 16:22:08,404 - mmaction - INFO - Epoch [19][1040/1879] lr: 8.076e-02, eta: 7 days, 21:11:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3281, top5_acc: 0.5855, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.0272 2021-06-19 16:22:53,148 - mmaction - INFO - Epoch [19][1060/1879] lr: 8.080e-02, eta: 7 days, 21:11:10, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5961, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.0413 2021-06-19 16:23:37,932 - mmaction - INFO - Epoch [19][1080/1879] lr: 8.084e-02, eta: 7 days, 21:10:24, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5988, loss_cls: 3.0586, loss: 3.0586, grad_norm: 2.0485 2021-06-19 16:24:22,729 - mmaction - INFO - Epoch [19][1100/1879] lr: 8.088e-02, eta: 7 days, 21:09:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5816, loss_cls: 3.0939, loss: 3.0939, grad_norm: 2.0733 2021-06-19 16:25:07,485 - mmaction - INFO - Epoch [19][1120/1879] lr: 8.091e-02, eta: 7 days, 21:08:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3238, top5_acc: 0.5875, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.0660 2021-06-19 16:25:52,185 - mmaction - INFO - Epoch [19][1140/1879] lr: 8.095e-02, eta: 7 days, 21:08:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3051, top5_acc: 0.5797, loss_cls: 3.1237, loss: 3.1237, grad_norm: 2.0351 2021-06-19 16:26:37,061 - mmaction - INFO - Epoch [19][1160/1879] lr: 8.099e-02, eta: 7 days, 21:07:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.2984, top5_acc: 0.5723, loss_cls: 3.1752, loss: 3.1752, grad_norm: 2.0660 2021-06-19 16:27:21,946 - mmaction - INFO - Epoch [19][1180/1879] lr: 8.103e-02, eta: 7 days, 21:06:35, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5820, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.0176 2021-06-19 16:28:06,769 - mmaction - INFO - Epoch [19][1200/1879] lr: 8.106e-02, eta: 7 days, 21:05:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5953, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.0349 2021-06-19 16:28:51,635 - mmaction - INFO - Epoch [19][1220/1879] lr: 8.110e-02, eta: 7 days, 21:05:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.0221 2021-06-19 16:29:36,395 - mmaction - INFO - Epoch [19][1240/1879] lr: 8.114e-02, eta: 7 days, 21:04:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3168, top5_acc: 0.5797, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.0092 2021-06-19 16:30:21,201 - mmaction - INFO - Epoch [19][1260/1879] lr: 8.118e-02, eta: 7 days, 21:03:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3312, top5_acc: 0.5699, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.0588 2021-06-19 16:31:06,065 - mmaction - INFO - Epoch [19][1280/1879] lr: 8.121e-02, eta: 7 days, 21:02:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5637, loss_cls: 3.1579, loss: 3.1579, grad_norm: 2.0841 2021-06-19 16:31:50,939 - mmaction - INFO - Epoch [19][1300/1879] lr: 8.125e-02, eta: 7 days, 21:02:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.0409 2021-06-19 16:32:35,742 - mmaction - INFO - Epoch [19][1320/1879] lr: 8.129e-02, eta: 7 days, 21:01:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0503, loss: 3.0503, grad_norm: 2.0117 2021-06-19 16:33:20,468 - mmaction - INFO - Epoch [19][1340/1879] lr: 8.133e-02, eta: 7 days, 21:00:29, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5914, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.0320 2021-06-19 16:34:05,266 - mmaction - INFO - Epoch [19][1360/1879] lr: 8.136e-02, eta: 7 days, 20:59:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1159, loss: 3.1159, grad_norm: 2.0285 2021-06-19 16:34:49,989 - mmaction - INFO - Epoch [19][1380/1879] lr: 8.140e-02, eta: 7 days, 20:58:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5789, loss_cls: 3.0547, loss: 3.0547, grad_norm: 2.0391 2021-06-19 16:35:34,670 - mmaction - INFO - Epoch [19][1400/1879] lr: 8.144e-02, eta: 7 days, 20:58:10, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5918, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.9969 2021-06-19 16:36:19,355 - mmaction - INFO - Epoch [19][1420/1879] lr: 8.147e-02, eta: 7 days, 20:57:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5785, loss_cls: 3.0856, loss: 3.0856, grad_norm: 2.0063 2021-06-19 16:37:04,199 - mmaction - INFO - Epoch [19][1440/1879] lr: 8.151e-02, eta: 7 days, 20:56:38, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5773, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.9995 2021-06-19 16:37:49,100 - mmaction - INFO - Epoch [19][1460/1879] lr: 8.155e-02, eta: 7 days, 20:55:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3176, top5_acc: 0.5871, loss_cls: 3.0521, loss: 3.0521, grad_norm: 2.0466 2021-06-19 16:38:33,828 - mmaction - INFO - Epoch [19][1480/1879] lr: 8.159e-02, eta: 7 days, 20:55:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5840, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.9912 2021-06-19 16:39:18,608 - mmaction - INFO - Epoch [19][1500/1879] lr: 8.162e-02, eta: 7 days, 20:54:21, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5785, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.0056 2021-06-19 16:40:03,406 - mmaction - INFO - Epoch [19][1520/1879] lr: 8.166e-02, eta: 7 days, 20:53:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3160, top5_acc: 0.5828, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.0292 2021-06-19 16:40:48,249 - mmaction - INFO - Epoch [19][1540/1879] lr: 8.170e-02, eta: 7 days, 20:52:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3082, top5_acc: 0.5676, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.0567 2021-06-19 16:41:33,027 - mmaction - INFO - Epoch [19][1560/1879] lr: 8.174e-02, eta: 7 days, 20:52:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3371, top5_acc: 0.5910, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.0292 2021-06-19 16:42:17,940 - mmaction - INFO - Epoch [19][1580/1879] lr: 8.177e-02, eta: 7 days, 20:51:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3086, top5_acc: 0.5715, loss_cls: 3.1144, loss: 3.1144, grad_norm: 2.0791 2021-06-19 16:43:02,980 - mmaction - INFO - Epoch [19][1600/1879] lr: 8.181e-02, eta: 7 days, 20:50:35, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.0359 2021-06-19 16:43:47,882 - mmaction - INFO - Epoch [19][1620/1879] lr: 8.185e-02, eta: 7 days, 20:49:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3223, top5_acc: 0.5738, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.0407 2021-06-19 16:44:32,731 - mmaction - INFO - Epoch [19][1640/1879] lr: 8.189e-02, eta: 7 days, 20:49:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.0172 2021-06-19 16:45:17,605 - mmaction - INFO - Epoch [19][1660/1879] lr: 8.192e-02, eta: 7 days, 20:48:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.9830 2021-06-19 16:46:02,373 - mmaction - INFO - Epoch [19][1680/1879] lr: 8.196e-02, eta: 7 days, 20:47:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5988, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.9776 2021-06-19 16:46:47,155 - mmaction - INFO - Epoch [19][1700/1879] lr: 8.200e-02, eta: 7 days, 20:46:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3102, top5_acc: 0.5738, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.0187 2021-06-19 16:47:32,019 - mmaction - INFO - Epoch [19][1720/1879] lr: 8.204e-02, eta: 7 days, 20:46:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3227, top5_acc: 0.5754, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.9904 2021-06-19 16:48:16,806 - mmaction - INFO - Epoch [19][1740/1879] lr: 8.207e-02, eta: 7 days, 20:45:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5793, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.0436 2021-06-19 16:49:01,589 - mmaction - INFO - Epoch [19][1760/1879] lr: 8.211e-02, eta: 7 days, 20:44:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3227, top5_acc: 0.5906, loss_cls: 3.0307, loss: 3.0307, grad_norm: 2.0185 2021-06-19 16:49:46,309 - mmaction - INFO - Epoch [19][1780/1879] lr: 8.215e-02, eta: 7 days, 20:43:44, time: 2.236, data_time: 0.002, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0611, loss: 3.0611, grad_norm: 2.0454 2021-06-19 16:50:31,243 - mmaction - INFO - Epoch [19][1800/1879] lr: 8.219e-02, eta: 7 days, 20:42:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5730, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.0487 2021-06-19 16:51:16,188 - mmaction - INFO - Epoch [19][1820/1879] lr: 8.222e-02, eta: 7 days, 20:42:15, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5824, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.9852 2021-06-19 16:52:01,026 - mmaction - INFO - Epoch [19][1840/1879] lr: 8.226e-02, eta: 7 days, 20:41:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5918, loss_cls: 3.0365, loss: 3.0365, grad_norm: 2.0069 2021-06-19 16:52:45,799 - mmaction - INFO - Epoch [19][1860/1879] lr: 8.230e-02, eta: 7 days, 20:40:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5855, loss_cls: 3.0818, loss: 3.0818, grad_norm: 2.0238 2021-06-19 16:53:29,112 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-06-19 16:54:59,614 - mmaction - INFO - Epoch [20][20/1879] lr: 8.214e-02, eta: 7 days, 20:39:38, time: 4.511, data_time: 2.167, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5883, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.0743 2021-06-19 16:55:44,489 - mmaction - INFO - Epoch [20][40/1879] lr: 8.217e-02, eta: 7 days, 20:38:53, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0629, loss: 3.0629, grad_norm: 2.0117 2021-06-19 16:56:29,487 - mmaction - INFO - Epoch [20][60/1879] lr: 8.221e-02, eta: 7 days, 20:38:09, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5863, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.0443 2021-06-19 16:57:14,385 - mmaction - INFO - Epoch [20][80/1879] lr: 8.225e-02, eta: 7 days, 20:37:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3070, top5_acc: 0.5785, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.0307 2021-06-19 16:57:59,257 - mmaction - INFO - Epoch [20][100/1879] lr: 8.229e-02, eta: 7 days, 20:36:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.5949, loss_cls: 3.0013, loss: 3.0013, grad_norm: 2.0366 2021-06-19 16:58:44,226 - mmaction - INFO - Epoch [20][120/1879] lr: 8.232e-02, eta: 7 days, 20:35:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5762, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.0434 2021-06-19 16:59:29,249 - mmaction - INFO - Epoch [20][140/1879] lr: 8.236e-02, eta: 7 days, 20:35:11, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5816, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.0509 2021-06-19 17:00:14,204 - mmaction - INFO - Epoch [20][160/1879] lr: 8.240e-02, eta: 7 days, 20:34:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0488, loss: 3.0488, grad_norm: 2.0672 2021-06-19 17:00:59,216 - mmaction - INFO - Epoch [20][180/1879] lr: 8.243e-02, eta: 7 days, 20:33:42, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5973, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.0405 2021-06-19 17:01:44,143 - mmaction - INFO - Epoch [20][200/1879] lr: 8.247e-02, eta: 7 days, 20:32:57, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5875, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.9930 2021-06-19 17:02:28,998 - mmaction - INFO - Epoch [20][220/1879] lr: 8.251e-02, eta: 7 days, 20:32:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.0577, loss: 3.0577, grad_norm: 2.0180 2021-06-19 17:03:13,927 - mmaction - INFO - Epoch [20][240/1879] lr: 8.255e-02, eta: 7 days, 20:31:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3148, top5_acc: 0.5828, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.9992 2021-06-19 17:03:58,737 - mmaction - INFO - Epoch [20][260/1879] lr: 8.258e-02, eta: 7 days, 20:30:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3281, top5_acc: 0.5789, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.9819 2021-06-19 17:04:43,598 - mmaction - INFO - Epoch [20][280/1879] lr: 8.262e-02, eta: 7 days, 20:29:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.6121, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.0799 2021-06-19 17:05:28,457 - mmaction - INFO - Epoch [20][300/1879] lr: 8.266e-02, eta: 7 days, 20:29:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.5953, loss_cls: 3.0305, loss: 3.0305, grad_norm: 2.1057 2021-06-19 17:06:13,346 - mmaction - INFO - Epoch [20][320/1879] lr: 8.270e-02, eta: 7 days, 20:28:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5898, loss_cls: 3.0345, loss: 3.0345, grad_norm: 2.0870 2021-06-19 17:06:58,212 - mmaction - INFO - Epoch [20][340/1879] lr: 8.273e-02, eta: 7 days, 20:27:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5871, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.9991 2021-06-19 17:07:43,055 - mmaction - INFO - Epoch [20][360/1879] lr: 8.277e-02, eta: 7 days, 20:26:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3016, top5_acc: 0.5727, loss_cls: 3.1175, loss: 3.1175, grad_norm: 2.0342 2021-06-19 17:08:27,886 - mmaction - INFO - Epoch [20][380/1879] lr: 8.281e-02, eta: 7 days, 20:26:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6004, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.0517 2021-06-19 17:09:12,610 - mmaction - INFO - Epoch [20][400/1879] lr: 8.284e-02, eta: 7 days, 20:25:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3262, top5_acc: 0.5840, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.9971 2021-06-19 17:09:57,493 - mmaction - INFO - Epoch [20][420/1879] lr: 8.288e-02, eta: 7 days, 20:24:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5824, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.0380 2021-06-19 17:10:42,441 - mmaction - INFO - Epoch [20][440/1879] lr: 8.292e-02, eta: 7 days, 20:23:54, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.0189 2021-06-19 17:11:27,195 - mmaction - INFO - Epoch [20][460/1879] lr: 8.296e-02, eta: 7 days, 20:23:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.5902, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.0403 2021-06-19 17:12:11,954 - mmaction - INFO - Epoch [20][480/1879] lr: 8.299e-02, eta: 7 days, 20:22:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.5914, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.0530 2021-06-19 17:12:56,793 - mmaction - INFO - Epoch [20][500/1879] lr: 8.303e-02, eta: 7 days, 20:21:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.0177 2021-06-19 17:13:41,638 - mmaction - INFO - Epoch [20][520/1879] lr: 8.307e-02, eta: 7 days, 20:20:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5832, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.0826 2021-06-19 17:14:26,373 - mmaction - INFO - Epoch [20][540/1879] lr: 8.311e-02, eta: 7 days, 20:20:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5883, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0779 2021-06-19 17:15:11,135 - mmaction - INFO - Epoch [20][560/1879] lr: 8.314e-02, eta: 7 days, 20:19:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5996, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.1080 2021-06-19 17:15:56,067 - mmaction - INFO - Epoch [20][580/1879] lr: 8.318e-02, eta: 7 days, 20:18:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6004, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.0689 2021-06-19 17:16:40,966 - mmaction - INFO - Epoch [20][600/1879] lr: 8.322e-02, eta: 7 days, 20:17:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3109, top5_acc: 0.5840, loss_cls: 3.0687, loss: 3.0687, grad_norm: 2.0812 2021-06-19 17:17:25,663 - mmaction - INFO - Epoch [20][620/1879] lr: 8.325e-02, eta: 7 days, 20:17:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3312, top5_acc: 0.6047, loss_cls: 2.9965, loss: 2.9965, grad_norm: 2.0683 2021-06-19 17:18:10,613 - mmaction - INFO - Epoch [20][640/1879] lr: 8.329e-02, eta: 7 days, 20:16:17, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5801, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.0252 2021-06-19 17:18:55,437 - mmaction - INFO - Epoch [20][660/1879] lr: 8.333e-02, eta: 7 days, 20:15:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5863, loss_cls: 3.0595, loss: 3.0595, grad_norm: 2.0227 2021-06-19 17:19:40,291 - mmaction - INFO - Epoch [20][680/1879] lr: 8.337e-02, eta: 7 days, 20:14:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3117, top5_acc: 0.5773, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.0438 2021-06-19 17:20:25,061 - mmaction - INFO - Epoch [20][700/1879] lr: 8.340e-02, eta: 7 days, 20:14:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.0593 2021-06-19 17:21:09,909 - mmaction - INFO - Epoch [20][720/1879] lr: 8.344e-02, eta: 7 days, 20:13:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5758, loss_cls: 3.0615, loss: 3.0615, grad_norm: 2.0235 2021-06-19 17:21:54,770 - mmaction - INFO - Epoch [20][740/1879] lr: 8.348e-02, eta: 7 days, 20:12:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5867, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.0825 2021-06-19 17:22:39,450 - mmaction - INFO - Epoch [20][760/1879] lr: 8.352e-02, eta: 7 days, 20:11:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9913, loss: 2.9913, grad_norm: 2.0552 2021-06-19 17:23:24,227 - mmaction - INFO - Epoch [20][780/1879] lr: 8.355e-02, eta: 7 days, 20:10:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5824, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.0635 2021-06-19 17:24:09,023 - mmaction - INFO - Epoch [20][800/1879] lr: 8.359e-02, eta: 7 days, 20:10:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5871, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.0569 2021-06-19 17:24:53,963 - mmaction - INFO - Epoch [20][820/1879] lr: 8.363e-02, eta: 7 days, 20:09:27, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5926, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.0044 2021-06-19 17:25:38,782 - mmaction - INFO - Epoch [20][840/1879] lr: 8.366e-02, eta: 7 days, 20:08:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3379, top5_acc: 0.5895, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.9930 2021-06-19 17:26:23,695 - mmaction - INFO - Epoch [20][860/1879] lr: 8.370e-02, eta: 7 days, 20:07:56, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5832, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.0859 2021-06-19 17:27:08,657 - mmaction - INFO - Epoch [20][880/1879] lr: 8.374e-02, eta: 7 days, 20:07:12, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3078, top5_acc: 0.5676, loss_cls: 3.1243, loss: 3.1243, grad_norm: 2.0538 2021-06-19 17:27:53,547 - mmaction - INFO - Epoch [20][900/1879] lr: 8.378e-02, eta: 7 days, 20:06:27, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5828, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.9745 2021-06-19 17:28:38,326 - mmaction - INFO - Epoch [20][920/1879] lr: 8.381e-02, eta: 7 days, 20:05:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5980, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.0616 2021-06-19 17:29:23,179 - mmaction - INFO - Epoch [20][940/1879] lr: 8.385e-02, eta: 7 days, 20:04:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.6098, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.0540 2021-06-19 17:30:08,006 - mmaction - INFO - Epoch [20][960/1879] lr: 8.389e-02, eta: 7 days, 20:04:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5746, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.0497 2021-06-19 17:30:52,860 - mmaction - INFO - Epoch [20][980/1879] lr: 8.393e-02, eta: 7 days, 20:03:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3328, top5_acc: 0.6020, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.0617 2021-06-19 17:31:37,648 - mmaction - INFO - Epoch [20][1000/1879] lr: 8.396e-02, eta: 7 days, 20:02:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3316, top5_acc: 0.6004, loss_cls: 3.0119, loss: 3.0119, grad_norm: 2.0159 2021-06-19 17:32:22,584 - mmaction - INFO - Epoch [20][1020/1879] lr: 8.400e-02, eta: 7 days, 20:01:54, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5961, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.0308 2021-06-19 17:33:07,440 - mmaction - INFO - Epoch [20][1040/1879] lr: 8.404e-02, eta: 7 days, 20:01:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5977, loss_cls: 3.0157, loss: 3.0157, grad_norm: 2.0505 2021-06-19 17:33:52,288 - mmaction - INFO - Epoch [20][1060/1879] lr: 8.407e-02, eta: 7 days, 20:00:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5961, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.9993 2021-06-19 17:34:37,064 - mmaction - INFO - Epoch [20][1080/1879] lr: 8.411e-02, eta: 7 days, 19:59:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.5980, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.0830 2021-06-19 17:35:21,904 - mmaction - INFO - Epoch [20][1100/1879] lr: 8.415e-02, eta: 7 days, 19:58:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5754, loss_cls: 3.1135, loss: 3.1135, grad_norm: 2.0408 2021-06-19 17:36:06,765 - mmaction - INFO - Epoch [20][1120/1879] lr: 8.419e-02, eta: 7 days, 19:58:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6031, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.0340 2021-06-19 17:36:51,631 - mmaction - INFO - Epoch [20][1140/1879] lr: 8.422e-02, eta: 7 days, 19:57:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5859, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.9937 2021-06-19 17:37:36,513 - mmaction - INFO - Epoch [20][1160/1879] lr: 8.426e-02, eta: 7 days, 19:56:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.0317 2021-06-19 17:38:21,471 - mmaction - INFO - Epoch [20][1180/1879] lr: 8.430e-02, eta: 7 days, 19:55:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3219, top5_acc: 0.5980, loss_cls: 3.0340, loss: 3.0340, grad_norm: 2.0512 2021-06-19 17:39:06,314 - mmaction - INFO - Epoch [20][1200/1879] lr: 8.434e-02, eta: 7 days, 19:55:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.5953, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.0679 2021-06-19 17:39:51,200 - mmaction - INFO - Epoch [20][1220/1879] lr: 8.437e-02, eta: 7 days, 19:54:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6023, loss_cls: 2.9688, loss: 2.9688, grad_norm: 2.0253 2021-06-19 17:40:36,079 - mmaction - INFO - Epoch [20][1240/1879] lr: 8.441e-02, eta: 7 days, 19:53:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.5988, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.0759 2021-06-19 17:41:20,782 - mmaction - INFO - Epoch [20][1260/1879] lr: 8.445e-02, eta: 7 days, 19:52:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3203, top5_acc: 0.5984, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.0515 2021-06-19 17:42:05,621 - mmaction - INFO - Epoch [20][1280/1879] lr: 8.448e-02, eta: 7 days, 19:52:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5855, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.9835 2021-06-19 17:42:50,533 - mmaction - INFO - Epoch [20][1300/1879] lr: 8.452e-02, eta: 7 days, 19:51:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.6008, loss_cls: 3.0004, loss: 3.0004, grad_norm: 2.0086 2021-06-19 17:43:35,252 - mmaction - INFO - Epoch [20][1320/1879] lr: 8.456e-02, eta: 7 days, 19:50:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5965, loss_cls: 2.9720, loss: 2.9720, grad_norm: 2.0247 2021-06-19 17:44:20,168 - mmaction - INFO - Epoch [20][1340/1879] lr: 8.460e-02, eta: 7 days, 19:49:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5785, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.9942 2021-06-19 17:45:04,982 - mmaction - INFO - Epoch [20][1360/1879] lr: 8.463e-02, eta: 7 days, 19:49:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3152, top5_acc: 0.5910, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.0502 2021-06-19 17:45:49,811 - mmaction - INFO - Epoch [20][1380/1879] lr: 8.467e-02, eta: 7 days, 19:48:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5938, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.0338 2021-06-19 17:46:34,639 - mmaction - INFO - Epoch [20][1400/1879] lr: 8.471e-02, eta: 7 days, 19:47:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5875, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.0546 2021-06-19 17:47:19,480 - mmaction - INFO - Epoch [20][1420/1879] lr: 8.475e-02, eta: 7 days, 19:46:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6098, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.1611 2021-06-19 17:48:04,327 - mmaction - INFO - Epoch [20][1440/1879] lr: 8.478e-02, eta: 7 days, 19:46:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3312, top5_acc: 0.5809, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.0235 2021-06-19 17:48:49,064 - mmaction - INFO - Epoch [20][1460/1879] lr: 8.482e-02, eta: 7 days, 19:45:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5941, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.0554 2021-06-19 17:49:33,894 - mmaction - INFO - Epoch [20][1480/1879] lr: 8.486e-02, eta: 7 days, 19:44:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3203, top5_acc: 0.5977, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.0306 2021-06-19 17:50:18,704 - mmaction - INFO - Epoch [20][1500/1879] lr: 8.489e-02, eta: 7 days, 19:43:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5820, loss_cls: 3.0305, loss: 3.0305, grad_norm: 2.0424 2021-06-19 17:51:03,404 - mmaction - INFO - Epoch [20][1520/1879] lr: 8.493e-02, eta: 7 days, 19:42:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5793, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.0028 2021-06-19 17:51:48,214 - mmaction - INFO - Epoch [20][1540/1879] lr: 8.497e-02, eta: 7 days, 19:42:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5836, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.9976 2021-06-19 17:52:33,058 - mmaction - INFO - Epoch [20][1560/1879] lr: 8.501e-02, eta: 7 days, 19:41:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3105, top5_acc: 0.5719, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.0068 2021-06-19 17:53:17,974 - mmaction - INFO - Epoch [20][1580/1879] lr: 8.504e-02, eta: 7 days, 19:40:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6043, loss_cls: 2.9722, loss: 2.9722, grad_norm: 1.9861 2021-06-19 17:54:02,765 - mmaction - INFO - Epoch [20][1600/1879] lr: 8.508e-02, eta: 7 days, 19:39:56, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5898, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.0627 2021-06-19 17:54:47,622 - mmaction - INFO - Epoch [20][1620/1879] lr: 8.512e-02, eta: 7 days, 19:39:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.0665 2021-06-19 17:55:32,486 - mmaction - INFO - Epoch [20][1640/1879] lr: 8.516e-02, eta: 7 days, 19:38:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5965, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.0669 2021-06-19 17:56:17,307 - mmaction - INFO - Epoch [20][1660/1879] lr: 8.519e-02, eta: 7 days, 19:37:40, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5910, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.0032 2021-06-19 17:57:02,130 - mmaction - INFO - Epoch [20][1680/1879] lr: 8.523e-02, eta: 7 days, 19:36:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5813, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.9762 2021-06-19 17:57:46,919 - mmaction - INFO - Epoch [20][1700/1879] lr: 8.527e-02, eta: 7 days, 19:36:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3305, top5_acc: 0.6016, loss_cls: 3.0115, loss: 3.0115, grad_norm: 2.0430 2021-06-19 17:58:31,777 - mmaction - INFO - Epoch [20][1720/1879] lr: 8.530e-02, eta: 7 days, 19:35:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5895, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.0200 2021-06-19 17:59:16,736 - mmaction - INFO - Epoch [20][1740/1879] lr: 8.534e-02, eta: 7 days, 19:34:39, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6012, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.0039 2021-06-19 18:00:01,601 - mmaction - INFO - Epoch [20][1760/1879] lr: 8.538e-02, eta: 7 days, 19:33:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5813, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.0023 2021-06-19 18:00:46,915 - mmaction - INFO - Epoch [20][1780/1879] lr: 8.542e-02, eta: 7 days, 19:33:12, time: 2.265, data_time: 0.001, memory: 7544, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.0138 2021-06-19 18:01:31,745 - mmaction - INFO - Epoch [20][1800/1879] lr: 8.545e-02, eta: 7 days, 19:32:27, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.0419 2021-06-19 18:02:16,500 - mmaction - INFO - Epoch [20][1820/1879] lr: 8.549e-02, eta: 7 days, 19:31:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3187, top5_acc: 0.6035, loss_cls: 3.0593, loss: 3.0593, grad_norm: 2.0257 2021-06-19 18:03:01,342 - mmaction - INFO - Epoch [20][1840/1879] lr: 8.553e-02, eta: 7 days, 19:30:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3145, top5_acc: 0.5793, loss_cls: 3.1066, loss: 3.1066, grad_norm: 2.0332 2021-06-19 18:03:46,288 - mmaction - INFO - Epoch [20][1860/1879] lr: 8.557e-02, eta: 7 days, 19:30:11, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5813, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.9632 2021-06-19 18:04:30,060 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-06-19 18:06:07,758 - mmaction - INFO - Epoch [21][20/1879] lr: 8.538e-02, eta: 7 days, 19:29:58, time: 4.845, data_time: 2.540, memory: 7544, top1_acc: 0.3270, top5_acc: 0.6047, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.0433 2021-06-19 18:06:52,662 - mmaction - INFO - Epoch [21][40/1879] lr: 8.542e-02, eta: 7 days, 19:29:13, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.3258, top5_acc: 0.5840, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.1062 2021-06-19 18:07:37,586 - mmaction - INFO - Epoch [21][60/1879] lr: 8.546e-02, eta: 7 days, 19:28:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3035, top5_acc: 0.5797, loss_cls: 3.0992, loss: 3.0992, grad_norm: 2.0098 2021-06-19 18:08:22,529 - mmaction - INFO - Epoch [21][80/1879] lr: 8.549e-02, eta: 7 days, 19:27:43, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.5961, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.0559 2021-06-19 18:09:07,460 - mmaction - INFO - Epoch [21][100/1879] lr: 8.553e-02, eta: 7 days, 19:26:59, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6027, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.9810 2021-06-19 18:09:52,492 - mmaction - INFO - Epoch [21][120/1879] lr: 8.557e-02, eta: 7 days, 19:26:15, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3277, top5_acc: 0.6012, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.0555 2021-06-19 18:10:37,417 - mmaction - INFO - Epoch [21][140/1879] lr: 8.560e-02, eta: 7 days, 19:25:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.5828, loss_cls: 3.0698, loss: 3.0698, grad_norm: 2.0236 2021-06-19 18:11:22,364 - mmaction - INFO - Epoch [21][160/1879] lr: 8.564e-02, eta: 7 days, 19:24:45, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5984, loss_cls: 2.9555, loss: 2.9555, grad_norm: 2.0261 2021-06-19 18:12:07,204 - mmaction - INFO - Epoch [21][180/1879] lr: 8.568e-02, eta: 7 days, 19:24:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.5973, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.0357 2021-06-19 18:12:52,231 - mmaction - INFO - Epoch [21][200/1879] lr: 8.572e-02, eta: 7 days, 19:23:16, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5922, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.1164 2021-06-19 18:13:37,172 - mmaction - INFO - Epoch [21][220/1879] lr: 8.575e-02, eta: 7 days, 19:22:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5949, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.0540 2021-06-19 18:14:22,106 - mmaction - INFO - Epoch [21][240/1879] lr: 8.579e-02, eta: 7 days, 19:21:47, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5840, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.0013 2021-06-19 18:15:06,934 - mmaction - INFO - Epoch [21][260/1879] lr: 8.583e-02, eta: 7 days, 19:21:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3195, top5_acc: 0.5828, loss_cls: 3.1011, loss: 3.1011, grad_norm: 2.0202 2021-06-19 18:15:51,798 - mmaction - INFO - Epoch [21][280/1879] lr: 8.586e-02, eta: 7 days, 19:20:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5938, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.0125 2021-06-19 18:16:36,724 - mmaction - INFO - Epoch [21][300/1879] lr: 8.590e-02, eta: 7 days, 19:19:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.6043, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.0303 2021-06-19 18:17:21,762 - mmaction - INFO - Epoch [21][320/1879] lr: 8.594e-02, eta: 7 days, 19:18:47, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0348, loss: 3.0348, grad_norm: 2.0119 2021-06-19 18:18:06,681 - mmaction - INFO - Epoch [21][340/1879] lr: 8.598e-02, eta: 7 days, 19:18:03, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5984, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.0331 2021-06-19 18:18:51,550 - mmaction - INFO - Epoch [21][360/1879] lr: 8.601e-02, eta: 7 days, 19:17:17, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5969, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.0329 2021-06-19 18:19:36,316 - mmaction - INFO - Epoch [21][380/1879] lr: 8.605e-02, eta: 7 days, 19:16:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3250, top5_acc: 0.5824, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.0117 2021-06-19 18:20:21,313 - mmaction - INFO - Epoch [21][400/1879] lr: 8.609e-02, eta: 7 days, 19:15:47, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5875, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.0088 2021-06-19 18:21:06,256 - mmaction - INFO - Epoch [21][420/1879] lr: 8.613e-02, eta: 7 days, 19:15:02, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5770, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.0296 2021-06-19 18:21:51,192 - mmaction - INFO - Epoch [21][440/1879] lr: 8.616e-02, eta: 7 days, 19:14:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6027, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.0812 2021-06-19 18:22:35,975 - mmaction - INFO - Epoch [21][460/1879] lr: 8.620e-02, eta: 7 days, 19:13:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.5832, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.0390 2021-06-19 18:23:20,923 - mmaction - INFO - Epoch [21][480/1879] lr: 8.624e-02, eta: 7 days, 19:12:47, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3434, top5_acc: 0.5828, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.0116 2021-06-19 18:24:05,898 - mmaction - INFO - Epoch [21][500/1879] lr: 8.627e-02, eta: 7 days, 19:12:03, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.6031, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.0604 2021-06-19 18:24:50,762 - mmaction - INFO - Epoch [21][520/1879] lr: 8.631e-02, eta: 7 days, 19:11:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5871, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.0339 2021-06-19 18:25:35,475 - mmaction - INFO - Epoch [21][540/1879] lr: 8.635e-02, eta: 7 days, 19:10:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5938, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.0414 2021-06-19 18:26:20,401 - mmaction - INFO - Epoch [21][560/1879] lr: 8.639e-02, eta: 7 days, 19:09:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3379, top5_acc: 0.6004, loss_cls: 2.9682, loss: 2.9682, grad_norm: 2.0405 2021-06-19 18:27:05,211 - mmaction - INFO - Epoch [21][580/1879] lr: 8.642e-02, eta: 7 days, 19:09:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.5957, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.1182 2021-06-19 18:27:49,899 - mmaction - INFO - Epoch [21][600/1879] lr: 8.646e-02, eta: 7 days, 19:08:14, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.0477 2021-06-19 18:28:34,747 - mmaction - INFO - Epoch [21][620/1879] lr: 8.650e-02, eta: 7 days, 19:07:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5793, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.9883 2021-06-19 18:29:19,574 - mmaction - INFO - Epoch [21][640/1879] lr: 8.653e-02, eta: 7 days, 19:06:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.0253 2021-06-19 18:30:04,452 - mmaction - INFO - Epoch [21][660/1879] lr: 8.657e-02, eta: 7 days, 19:05:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5863, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.9934 2021-06-19 18:30:49,397 - mmaction - INFO - Epoch [21][680/1879] lr: 8.661e-02, eta: 7 days, 19:05:14, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.9529 2021-06-19 18:31:34,206 - mmaction - INFO - Epoch [21][700/1879] lr: 8.665e-02, eta: 7 days, 19:04:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3379, top5_acc: 0.6027, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.0422 2021-06-19 18:32:18,968 - mmaction - INFO - Epoch [21][720/1879] lr: 8.668e-02, eta: 7 days, 19:03:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5980, loss_cls: 2.9810, loss: 2.9810, grad_norm: 2.0144 2021-06-19 18:33:03,715 - mmaction - INFO - Epoch [21][740/1879] lr: 8.672e-02, eta: 7 days, 19:02:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5820, loss_cls: 3.0108, loss: 3.0108, grad_norm: 2.0659 2021-06-19 18:33:48,501 - mmaction - INFO - Epoch [21][760/1879] lr: 8.676e-02, eta: 7 days, 19:02:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5961, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.9845 2021-06-19 18:34:33,258 - mmaction - INFO - Epoch [21][780/1879] lr: 8.679e-02, eta: 7 days, 19:01:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5855, loss_cls: 3.0183, loss: 3.0183, grad_norm: 2.0906 2021-06-19 18:35:18,083 - mmaction - INFO - Epoch [21][800/1879] lr: 8.683e-02, eta: 7 days, 19:00:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9983, loss: 2.9983, grad_norm: 2.0015 2021-06-19 18:36:02,983 - mmaction - INFO - Epoch [21][820/1879] lr: 8.687e-02, eta: 7 days, 18:59:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3406, top5_acc: 0.6074, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.0225 2021-06-19 18:36:47,794 - mmaction - INFO - Epoch [21][840/1879] lr: 8.691e-02, eta: 7 days, 18:59:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3406, top5_acc: 0.5949, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.0510 2021-06-19 18:37:32,604 - mmaction - INFO - Epoch [21][860/1879] lr: 8.694e-02, eta: 7 days, 18:58:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3336, top5_acc: 0.6031, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.0619 2021-06-19 18:38:17,234 - mmaction - INFO - Epoch [21][880/1879] lr: 8.698e-02, eta: 7 days, 18:57:35, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6043, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.0674 2021-06-19 18:39:02,104 - mmaction - INFO - Epoch [21][900/1879] lr: 8.702e-02, eta: 7 days, 18:56:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3191, top5_acc: 0.6105, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.0756 2021-06-19 18:39:47,002 - mmaction - INFO - Epoch [21][920/1879] lr: 8.705e-02, eta: 7 days, 18:56:05, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3332, top5_acc: 0.5914, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.0711 2021-06-19 18:40:31,641 - mmaction - INFO - Epoch [21][940/1879] lr: 8.709e-02, eta: 7 days, 18:55:18, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.6047, loss_cls: 2.9726, loss: 2.9726, grad_norm: 2.0116 2021-06-19 18:41:16,465 - mmaction - INFO - Epoch [21][960/1879] lr: 8.713e-02, eta: 7 days, 18:54:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3184, top5_acc: 0.5766, loss_cls: 3.1162, loss: 3.1162, grad_norm: 2.0520 2021-06-19 18:42:01,265 - mmaction - INFO - Epoch [21][980/1879] lr: 8.717e-02, eta: 7 days, 18:53:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3262, top5_acc: 0.5906, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.9980 2021-06-19 18:42:46,038 - mmaction - INFO - Epoch [21][1000/1879] lr: 8.720e-02, eta: 7 days, 18:53:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3297, top5_acc: 0.5969, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.0227 2021-06-19 18:43:30,905 - mmaction - INFO - Epoch [21][1020/1879] lr: 8.724e-02, eta: 7 days, 18:52:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.5949, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.0717 2021-06-19 18:44:15,632 - mmaction - INFO - Epoch [21][1040/1879] lr: 8.728e-02, eta: 7 days, 18:51:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5914, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.0797 2021-06-19 18:45:00,375 - mmaction - INFO - Epoch [21][1060/1879] lr: 8.731e-02, eta: 7 days, 18:50:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.0444 2021-06-19 18:45:45,240 - mmaction - INFO - Epoch [21][1080/1879] lr: 8.735e-02, eta: 7 days, 18:49:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.5879, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.1047 2021-06-19 18:46:30,115 - mmaction - INFO - Epoch [21][1100/1879] lr: 8.739e-02, eta: 7 days, 18:49:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6094, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.1050 2021-06-19 18:47:14,980 - mmaction - INFO - Epoch [21][1120/1879] lr: 8.743e-02, eta: 7 days, 18:48:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5984, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.0468 2021-06-19 18:47:59,836 - mmaction - INFO - Epoch [21][1140/1879] lr: 8.746e-02, eta: 7 days, 18:47:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.0702, loss: 3.0702, grad_norm: 2.1073 2021-06-19 18:48:44,658 - mmaction - INFO - Epoch [21][1160/1879] lr: 8.750e-02, eta: 7 days, 18:46:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3227, top5_acc: 0.6008, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.1252 2021-06-19 18:49:29,484 - mmaction - INFO - Epoch [21][1180/1879] lr: 8.754e-02, eta: 7 days, 18:46:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5895, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.9614 2021-06-19 18:50:14,183 - mmaction - INFO - Epoch [21][1200/1879] lr: 8.757e-02, eta: 7 days, 18:45:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5883, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.0124 2021-06-19 18:50:59,063 - mmaction - INFO - Epoch [21][1220/1879] lr: 8.761e-02, eta: 7 days, 18:44:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3164, top5_acc: 0.5965, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.0979 2021-06-19 18:51:43,785 - mmaction - INFO - Epoch [21][1240/1879] lr: 8.765e-02, eta: 7 days, 18:43:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5809, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.0202 2021-06-19 18:52:28,823 - mmaction - INFO - Epoch [21][1260/1879] lr: 8.769e-02, eta: 7 days, 18:43:09, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5930, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.9533 2021-06-19 18:53:13,696 - mmaction - INFO - Epoch [21][1280/1879] lr: 8.772e-02, eta: 7 days, 18:42:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.5973, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.0303 2021-06-19 18:53:58,521 - mmaction - INFO - Epoch [21][1300/1879] lr: 8.776e-02, eta: 7 days, 18:41:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.0400 2021-06-19 18:54:43,426 - mmaction - INFO - Epoch [21][1320/1879] lr: 8.780e-02, eta: 7 days, 18:40:53, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5934, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.0059 2021-06-19 18:55:28,379 - mmaction - INFO - Epoch [21][1340/1879] lr: 8.783e-02, eta: 7 days, 18:40:09, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3320, top5_acc: 0.5793, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.9768 2021-06-19 18:56:13,268 - mmaction - INFO - Epoch [21][1360/1879] lr: 8.787e-02, eta: 7 days, 18:39:24, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6004, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.0203 2021-06-19 18:56:58,075 - mmaction - INFO - Epoch [21][1380/1879] lr: 8.791e-02, eta: 7 days, 18:38:38, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.9870 2021-06-19 18:57:42,901 - mmaction - INFO - Epoch [21][1400/1879] lr: 8.795e-02, eta: 7 days, 18:37:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5988, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.0196 2021-06-19 18:58:27,620 - mmaction - INFO - Epoch [21][1420/1879] lr: 8.798e-02, eta: 7 days, 18:37:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6098, loss_cls: 2.9270, loss: 2.9270, grad_norm: 2.0495 2021-06-19 18:59:12,582 - mmaction - INFO - Epoch [21][1440/1879] lr: 8.802e-02, eta: 7 days, 18:36:22, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3004, top5_acc: 0.5582, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.9985 2021-06-19 18:59:57,490 - mmaction - INFO - Epoch [21][1460/1879] lr: 8.806e-02, eta: 7 days, 18:35:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5934, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.9877 2021-06-19 19:00:42,343 - mmaction - INFO - Epoch [21][1480/1879] lr: 8.809e-02, eta: 7 days, 18:34:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.9810 2021-06-19 19:01:27,208 - mmaction - INFO - Epoch [21][1500/1879] lr: 8.813e-02, eta: 7 days, 18:34:06, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3332, top5_acc: 0.5730, loss_cls: 3.0616, loss: 3.0616, grad_norm: 2.0189 2021-06-19 19:02:12,057 - mmaction - INFO - Epoch [21][1520/1879] lr: 8.817e-02, eta: 7 days, 18:33:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0093, loss: 3.0093, grad_norm: 2.0117 2021-06-19 19:02:56,964 - mmaction - INFO - Epoch [21][1540/1879] lr: 8.821e-02, eta: 7 days, 18:32:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5844, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.0081 2021-06-19 19:03:41,881 - mmaction - INFO - Epoch [21][1560/1879] lr: 8.824e-02, eta: 7 days, 18:31:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5980, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.0349 2021-06-19 19:04:26,613 - mmaction - INFO - Epoch [21][1580/1879] lr: 8.828e-02, eta: 7 days, 18:31:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3180, top5_acc: 0.5934, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.9677 2021-06-19 19:05:11,368 - mmaction - INFO - Epoch [21][1600/1879] lr: 8.832e-02, eta: 7 days, 18:30:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3320, top5_acc: 0.5863, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.9852 2021-06-19 19:05:56,167 - mmaction - INFO - Epoch [21][1620/1879] lr: 8.835e-02, eta: 7 days, 18:29:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6176, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.0030 2021-06-19 19:06:40,967 - mmaction - INFO - Epoch [21][1640/1879] lr: 8.839e-02, eta: 7 days, 18:28:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6137, loss_cls: 2.9484, loss: 2.9484, grad_norm: 2.0384 2021-06-19 19:07:25,979 - mmaction - INFO - Epoch [21][1660/1879] lr: 8.843e-02, eta: 7 days, 18:28:04, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5910, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.0849 2021-06-19 19:08:10,769 - mmaction - INFO - Epoch [21][1680/1879] lr: 8.847e-02, eta: 7 days, 18:27:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5805, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.0307 2021-06-19 19:08:55,563 - mmaction - INFO - Epoch [21][1700/1879] lr: 8.850e-02, eta: 7 days, 18:26:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5988, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.0395 2021-06-19 19:09:40,399 - mmaction - INFO - Epoch [21][1720/1879] lr: 8.854e-02, eta: 7 days, 18:25:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6047, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.0009 2021-06-19 19:10:25,125 - mmaction - INFO - Epoch [21][1740/1879] lr: 8.858e-02, eta: 7 days, 18:25:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5977, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.0125 2021-06-19 19:11:09,967 - mmaction - INFO - Epoch [21][1760/1879] lr: 8.861e-02, eta: 7 days, 18:24:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3215, top5_acc: 0.5879, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.0007 2021-06-19 19:11:54,845 - mmaction - INFO - Epoch [21][1780/1879] lr: 8.865e-02, eta: 7 days, 18:23:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3262, top5_acc: 0.5863, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.9871 2021-06-19 19:12:39,641 - mmaction - INFO - Epoch [21][1800/1879] lr: 8.869e-02, eta: 7 days, 18:22:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.6062, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.0221 2021-06-19 19:13:24,569 - mmaction - INFO - Epoch [21][1820/1879] lr: 8.873e-02, eta: 7 days, 18:21:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5922, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0419 2021-06-19 19:14:09,484 - mmaction - INFO - Epoch [21][1840/1879] lr: 8.876e-02, eta: 7 days, 18:21:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5793, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.0362 2021-06-19 19:14:54,270 - mmaction - INFO - Epoch [21][1860/1879] lr: 8.880e-02, eta: 7 days, 18:20:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5871, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.0324 2021-06-19 19:15:37,341 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-06-19 19:17:06,686 - mmaction - INFO - Epoch [22][20/1879] lr: 8.859e-02, eta: 7 days, 18:19:12, time: 4.452, data_time: 2.140, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6270, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.0018 2021-06-19 19:17:51,635 - mmaction - INFO - Epoch [22][40/1879] lr: 8.863e-02, eta: 7 days, 18:18:28, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6094, loss_cls: 2.9545, loss: 2.9545, grad_norm: 1.9740 2021-06-19 19:18:36,615 - mmaction - INFO - Epoch [22][60/1879] lr: 8.867e-02, eta: 7 days, 18:17:44, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.6078, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.0496 2021-06-19 19:19:21,606 - mmaction - INFO - Epoch [22][80/1879] lr: 8.870e-02, eta: 7 days, 18:16:59, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6113, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.0049 2021-06-19 19:20:06,480 - mmaction - INFO - Epoch [22][100/1879] lr: 8.874e-02, eta: 7 days, 18:16:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6062, loss_cls: 2.9429, loss: 2.9429, grad_norm: 2.0239 2021-06-19 19:20:51,423 - mmaction - INFO - Epoch [22][120/1879] lr: 8.878e-02, eta: 7 days, 18:15:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.6027, loss_cls: 2.9633, loss: 2.9633, grad_norm: 2.0077 2021-06-19 19:21:36,460 - mmaction - INFO - Epoch [22][140/1879] lr: 8.882e-02, eta: 7 days, 18:14:46, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.5852, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.0480 2021-06-19 19:22:21,395 - mmaction - INFO - Epoch [22][160/1879] lr: 8.885e-02, eta: 7 days, 18:14:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.5949, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.0363 2021-06-19 19:23:06,287 - mmaction - INFO - Epoch [22][180/1879] lr: 8.889e-02, eta: 7 days, 18:13:16, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5973, loss_cls: 2.9935, loss: 2.9935, grad_norm: 2.0601 2021-06-19 19:23:51,282 - mmaction - INFO - Epoch [22][200/1879] lr: 8.893e-02, eta: 7 days, 18:12:32, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5922, loss_cls: 3.0068, loss: 3.0068, grad_norm: 2.0735 2021-06-19 19:24:36,178 - mmaction - INFO - Epoch [22][220/1879] lr: 8.896e-02, eta: 7 days, 18:11:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.5855, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.0193 2021-06-19 19:25:21,177 - mmaction - INFO - Epoch [22][240/1879] lr: 8.900e-02, eta: 7 days, 18:11:03, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.5941, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.0184 2021-06-19 19:26:06,178 - mmaction - INFO - Epoch [22][260/1879] lr: 8.904e-02, eta: 7 days, 18:10:18, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3141, top5_acc: 0.5883, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.1534 2021-06-19 19:26:51,103 - mmaction - INFO - Epoch [22][280/1879] lr: 8.907e-02, eta: 7 days, 18:09:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5906, loss_cls: 3.0768, loss: 3.0768, grad_norm: 2.0242 2021-06-19 19:27:36,036 - mmaction - INFO - Epoch [22][300/1879] lr: 8.911e-02, eta: 7 days, 18:08:49, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.0891, loss: 3.0891, grad_norm: 2.0319 2021-06-19 19:28:20,893 - mmaction - INFO - Epoch [22][320/1879] lr: 8.915e-02, eta: 7 days, 18:08:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6059, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0355 2021-06-19 19:29:05,696 - mmaction - INFO - Epoch [22][340/1879] lr: 8.919e-02, eta: 7 days, 18:07:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6129, loss_cls: 2.9562, loss: 2.9562, grad_norm: 2.0575 2021-06-19 19:29:50,721 - mmaction - INFO - Epoch [22][360/1879] lr: 8.922e-02, eta: 7 days, 18:06:34, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5887, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.9659 2021-06-19 19:30:35,567 - mmaction - INFO - Epoch [22][380/1879] lr: 8.926e-02, eta: 7 days, 18:05:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5879, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.0163 2021-06-19 19:31:20,344 - mmaction - INFO - Epoch [22][400/1879] lr: 8.930e-02, eta: 7 days, 18:05:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.6020, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.0008 2021-06-19 19:32:05,186 - mmaction - INFO - Epoch [22][420/1879] lr: 8.933e-02, eta: 7 days, 18:04:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6031, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.0424 2021-06-19 19:32:50,108 - mmaction - INFO - Epoch [22][440/1879] lr: 8.937e-02, eta: 7 days, 18:03:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.5941, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.0538 2021-06-19 19:33:35,021 - mmaction - INFO - Epoch [22][460/1879] lr: 8.941e-02, eta: 7 days, 18:02:48, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.6004, loss_cls: 2.9622, loss: 2.9622, grad_norm: 2.0116 2021-06-19 19:34:19,968 - mmaction - INFO - Epoch [22][480/1879] lr: 8.945e-02, eta: 7 days, 18:02:03, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3207, top5_acc: 0.5777, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.0369 2021-06-19 19:35:04,958 - mmaction - INFO - Epoch [22][500/1879] lr: 8.948e-02, eta: 7 days, 18:01:19, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5848, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.0393 2021-06-19 19:35:49,860 - mmaction - INFO - Epoch [22][520/1879] lr: 8.952e-02, eta: 7 days, 18:00:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.6027, loss_cls: 2.9365, loss: 2.9365, grad_norm: 2.0559 2021-06-19 19:36:34,673 - mmaction - INFO - Epoch [22][540/1879] lr: 8.956e-02, eta: 7 days, 17:59:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5883, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.0316 2021-06-19 19:37:19,526 - mmaction - INFO - Epoch [22][560/1879] lr: 8.959e-02, eta: 7 days, 17:59:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5855, loss_cls: 3.0417, loss: 3.0417, grad_norm: 2.0323 2021-06-19 19:38:04,370 - mmaction - INFO - Epoch [22][580/1879] lr: 8.963e-02, eta: 7 days, 17:58:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6184, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.0676 2021-06-19 19:38:49,220 - mmaction - INFO - Epoch [22][600/1879] lr: 8.967e-02, eta: 7 days, 17:57:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3371, top5_acc: 0.5902, loss_cls: 3.0264, loss: 3.0264, grad_norm: 2.0130 2021-06-19 19:39:34,127 - mmaction - INFO - Epoch [22][620/1879] lr: 8.970e-02, eta: 7 days, 17:56:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.5879, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.0328 2021-06-19 19:40:19,017 - mmaction - INFO - Epoch [22][640/1879] lr: 8.974e-02, eta: 7 days, 17:56:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.5754, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.0127 2021-06-19 19:41:03,912 - mmaction - INFO - Epoch [22][660/1879] lr: 8.978e-02, eta: 7 days, 17:55:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6152, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.9890 2021-06-19 19:41:48,784 - mmaction - INFO - Epoch [22][680/1879] lr: 8.982e-02, eta: 7 days, 17:54:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5941, loss_cls: 3.0012, loss: 3.0012, grad_norm: 2.0566 2021-06-19 19:42:33,776 - mmaction - INFO - Epoch [22][700/1879] lr: 8.985e-02, eta: 7 days, 17:53:48, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6000, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.0405 2021-06-19 19:43:18,562 - mmaction - INFO - Epoch [22][720/1879] lr: 8.989e-02, eta: 7 days, 17:53:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3230, top5_acc: 0.5918, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.0191 2021-06-19 19:44:03,358 - mmaction - INFO - Epoch [22][740/1879] lr: 8.993e-02, eta: 7 days, 17:52:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.0266 2021-06-19 19:44:48,190 - mmaction - INFO - Epoch [22][760/1879] lr: 8.996e-02, eta: 7 days, 17:51:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3281, top5_acc: 0.5855, loss_cls: 3.0176, loss: 3.0176, grad_norm: 2.0547 2021-06-19 19:45:33,172 - mmaction - INFO - Epoch [22][780/1879] lr: 9.000e-02, eta: 7 days, 17:50:47, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 2.9536, loss: 2.9536, grad_norm: 2.0019 2021-06-19 19:46:18,072 - mmaction - INFO - Epoch [22][800/1879] lr: 9.004e-02, eta: 7 days, 17:50:02, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6043, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.9766 2021-06-19 19:47:02,775 - mmaction - INFO - Epoch [22][820/1879] lr: 9.008e-02, eta: 7 days, 17:49:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6066, loss_cls: 3.0080, loss: 3.0080, grad_norm: 2.0140 2021-06-19 19:47:47,577 - mmaction - INFO - Epoch [22][840/1879] lr: 9.011e-02, eta: 7 days, 17:48:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3363, top5_acc: 0.6105, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.0278 2021-06-19 19:48:32,288 - mmaction - INFO - Epoch [22][860/1879] lr: 9.015e-02, eta: 7 days, 17:47:43, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3262, top5_acc: 0.5711, loss_cls: 3.0690, loss: 3.0690, grad_norm: 2.0814 2021-06-19 19:49:17,208 - mmaction - INFO - Epoch [22][880/1879] lr: 9.019e-02, eta: 7 days, 17:46:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5980, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.0265 2021-06-19 19:50:01,953 - mmaction - INFO - Epoch [22][900/1879] lr: 9.022e-02, eta: 7 days, 17:46:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6082, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.9688 2021-06-19 19:50:46,759 - mmaction - INFO - Epoch [22][920/1879] lr: 9.026e-02, eta: 7 days, 17:45:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5934, loss_cls: 3.0048, loss: 3.0048, grad_norm: 2.0039 2021-06-19 19:51:31,566 - mmaction - INFO - Epoch [22][940/1879] lr: 9.030e-02, eta: 7 days, 17:44:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.0528 2021-06-19 19:52:16,501 - mmaction - INFO - Epoch [22][960/1879] lr: 9.033e-02, eta: 7 days, 17:43:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5914, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.0112 2021-06-19 19:53:01,449 - mmaction - INFO - Epoch [22][980/1879] lr: 9.037e-02, eta: 7 days, 17:43:12, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.6074, loss_cls: 2.9658, loss: 2.9658, grad_norm: 2.0253 2021-06-19 19:53:46,262 - mmaction - INFO - Epoch [22][1000/1879] lr: 9.041e-02, eta: 7 days, 17:42:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6051, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.0341 2021-06-19 19:54:31,078 - mmaction - INFO - Epoch [22][1020/1879] lr: 9.045e-02, eta: 7 days, 17:41:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.9958 2021-06-19 19:55:15,962 - mmaction - INFO - Epoch [22][1040/1879] lr: 9.048e-02, eta: 7 days, 17:40:56, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6172, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.0511 2021-06-19 19:56:00,662 - mmaction - INFO - Epoch [22][1060/1879] lr: 9.052e-02, eta: 7 days, 17:40:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5984, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.0181 2021-06-19 19:56:45,453 - mmaction - INFO - Epoch [22][1080/1879] lr: 9.056e-02, eta: 7 days, 17:39:24, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6145, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.0424 2021-06-19 19:57:30,349 - mmaction - INFO - Epoch [22][1100/1879] lr: 9.059e-02, eta: 7 days, 17:38:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6039, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.9637 2021-06-19 19:58:15,250 - mmaction - INFO - Epoch [22][1120/1879] lr: 9.063e-02, eta: 7 days, 17:37:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6039, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.0053 2021-06-19 19:59:00,139 - mmaction - INFO - Epoch [22][1140/1879] lr: 9.067e-02, eta: 7 days, 17:37:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3246, top5_acc: 0.5793, loss_cls: 3.0505, loss: 3.0505, grad_norm: 2.0703 2021-06-19 19:59:45,003 - mmaction - INFO - Epoch [22][1160/1879] lr: 9.070e-02, eta: 7 days, 17:36:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6023, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.9836 2021-06-19 20:00:29,725 - mmaction - INFO - Epoch [22][1180/1879] lr: 9.074e-02, eta: 7 days, 17:35:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.5941, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.9858 2021-06-19 20:01:14,517 - mmaction - INFO - Epoch [22][1200/1879] lr: 9.078e-02, eta: 7 days, 17:34:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.5949, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.9624 2021-06-19 20:01:59,415 - mmaction - INFO - Epoch [22][1220/1879] lr: 9.082e-02, eta: 7 days, 17:34:06, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5984, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.9828 2021-06-19 20:02:44,301 - mmaction - INFO - Epoch [22][1240/1879] lr: 9.085e-02, eta: 7 days, 17:33:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.9662 2021-06-19 20:03:29,048 - mmaction - INFO - Epoch [22][1260/1879] lr: 9.089e-02, eta: 7 days, 17:32:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3301, top5_acc: 0.5906, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.9728 2021-06-19 20:04:13,807 - mmaction - INFO - Epoch [22][1280/1879] lr: 9.093e-02, eta: 7 days, 17:31:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5969, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.0296 2021-06-19 20:04:58,714 - mmaction - INFO - Epoch [22][1300/1879] lr: 9.096e-02, eta: 7 days, 17:31:05, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3250, top5_acc: 0.5840, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.9919 2021-06-19 20:05:43,616 - mmaction - INFO - Epoch [22][1320/1879] lr: 9.100e-02, eta: 7 days, 17:30:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3262, top5_acc: 0.6105, loss_cls: 2.9895, loss: 2.9895, grad_norm: 2.0238 2021-06-19 20:06:28,522 - mmaction - INFO - Epoch [22][1340/1879] lr: 9.104e-02, eta: 7 days, 17:29:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.5996, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.0165 2021-06-19 20:07:13,294 - mmaction - INFO - Epoch [22][1360/1879] lr: 9.108e-02, eta: 7 days, 17:28:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3406, top5_acc: 0.6078, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.0498 2021-06-19 20:07:58,081 - mmaction - INFO - Epoch [22][1380/1879] lr: 9.111e-02, eta: 7 days, 17:28:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.5969, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.0156 2021-06-19 20:08:42,880 - mmaction - INFO - Epoch [22][1400/1879] lr: 9.115e-02, eta: 7 days, 17:27:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.0062 2021-06-19 20:09:27,584 - mmaction - INFO - Epoch [22][1420/1879] lr: 9.119e-02, eta: 7 days, 17:26:31, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3258, top5_acc: 0.5898, loss_cls: 3.0441, loss: 3.0441, grad_norm: 2.0115 2021-06-19 20:10:12,498 - mmaction - INFO - Epoch [22][1440/1879] lr: 9.122e-02, eta: 7 days, 17:25:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6047, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.0652 2021-06-19 20:10:57,254 - mmaction - INFO - Epoch [22][1460/1879] lr: 9.126e-02, eta: 7 days, 17:25:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.5898, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.0408 2021-06-19 20:11:42,104 - mmaction - INFO - Epoch [22][1480/1879] lr: 9.130e-02, eta: 7 days, 17:24:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5973, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.9839 2021-06-19 20:12:26,992 - mmaction - INFO - Epoch [22][1500/1879] lr: 9.133e-02, eta: 7 days, 17:23:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6051, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.9801 2021-06-19 20:13:11,781 - mmaction - INFO - Epoch [22][1520/1879] lr: 9.137e-02, eta: 7 days, 17:22:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 2.9979, loss: 2.9979, grad_norm: 2.0480 2021-06-19 20:13:56,588 - mmaction - INFO - Epoch [22][1540/1879] lr: 9.141e-02, eta: 7 days, 17:21:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6090, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.0259 2021-06-19 20:14:41,579 - mmaction - INFO - Epoch [22][1560/1879] lr: 9.145e-02, eta: 7 days, 17:21:14, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3273, top5_acc: 0.6035, loss_cls: 3.0494, loss: 3.0494, grad_norm: 2.0269 2021-06-19 20:15:26,442 - mmaction - INFO - Epoch [22][1580/1879] lr: 9.148e-02, eta: 7 days, 17:20:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6113, loss_cls: 2.9311, loss: 2.9311, grad_norm: 2.0383 2021-06-19 20:16:11,221 - mmaction - INFO - Epoch [22][1600/1879] lr: 9.152e-02, eta: 7 days, 17:19:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.0372 2021-06-19 20:16:55,976 - mmaction - INFO - Epoch [22][1620/1879] lr: 9.156e-02, eta: 7 days, 17:18:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5887, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.9967 2021-06-19 20:17:40,779 - mmaction - INFO - Epoch [22][1640/1879] lr: 9.159e-02, eta: 7 days, 17:18:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6156, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.9948 2021-06-19 20:18:25,561 - mmaction - INFO - Epoch [22][1660/1879] lr: 9.163e-02, eta: 7 days, 17:17:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.0059 2021-06-19 20:19:10,426 - mmaction - INFO - Epoch [22][1680/1879] lr: 9.167e-02, eta: 7 days, 17:16:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.0119 2021-06-19 20:19:55,297 - mmaction - INFO - Epoch [22][1700/1879] lr: 9.171e-02, eta: 7 days, 17:15:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5805, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.9898 2021-06-19 20:20:40,144 - mmaction - INFO - Epoch [22][1720/1879] lr: 9.174e-02, eta: 7 days, 17:15:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6117, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.9854 2021-06-19 20:21:24,922 - mmaction - INFO - Epoch [22][1740/1879] lr: 9.178e-02, eta: 7 days, 17:14:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3297, top5_acc: 0.5840, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.0235 2021-06-19 20:22:09,625 - mmaction - INFO - Epoch [22][1760/1879] lr: 9.182e-02, eta: 7 days, 17:13:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6207, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.0340 2021-06-19 20:22:54,434 - mmaction - INFO - Epoch [22][1780/1879] lr: 9.185e-02, eta: 7 days, 17:12:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6027, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.0050 2021-06-19 20:23:39,293 - mmaction - INFO - Epoch [22][1800/1879] lr: 9.189e-02, eta: 7 days, 17:12:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3297, top5_acc: 0.5984, loss_cls: 3.0064, loss: 3.0064, grad_norm: 2.0109 2021-06-19 20:24:24,161 - mmaction - INFO - Epoch [22][1820/1879] lr: 9.193e-02, eta: 7 days, 17:11:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.5883, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.9718 2021-06-19 20:25:08,901 - mmaction - INFO - Epoch [22][1840/1879] lr: 9.196e-02, eta: 7 days, 17:10:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5949, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.0183 2021-06-19 20:25:53,756 - mmaction - INFO - Epoch [22][1860/1879] lr: 9.200e-02, eta: 7 days, 17:09:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5949, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.9879 2021-06-19 20:26:36,920 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-06-19 20:28:07,113 - mmaction - INFO - Epoch [23][20/1879] lr: 9.177e-02, eta: 7 days, 17:08:40, time: 4.498, data_time: 2.145, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6023, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.9925 2021-06-19 20:28:52,204 - mmaction - INFO - Epoch [23][40/1879] lr: 9.181e-02, eta: 7 days, 17:07:57, time: 2.255, data_time: 0.004, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6262, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.9998 2021-06-19 20:29:37,092 - mmaction - INFO - Epoch [23][60/1879] lr: 9.184e-02, eta: 7 days, 17:07:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6004, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.0589 2021-06-19 20:30:22,069 - mmaction - INFO - Epoch [23][80/1879] lr: 9.188e-02, eta: 7 days, 17:06:27, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6148, loss_cls: 2.9300, loss: 2.9300, grad_norm: 2.0135 2021-06-19 20:31:06,891 - mmaction - INFO - Epoch [23][100/1879] lr: 9.192e-02, eta: 7 days, 17:05:42, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6082, loss_cls: 2.9362, loss: 2.9362, grad_norm: 2.0846 2021-06-19 20:31:51,893 - mmaction - INFO - Epoch [23][120/1879] lr: 9.195e-02, eta: 7 days, 17:04:58, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6105, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.9453 2021-06-19 20:32:36,710 - mmaction - INFO - Epoch [23][140/1879] lr: 9.199e-02, eta: 7 days, 17:04:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.0463 2021-06-19 20:33:21,608 - mmaction - INFO - Epoch [23][160/1879] lr: 9.203e-02, eta: 7 days, 17:03:27, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6066, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.0115 2021-06-19 20:34:06,577 - mmaction - INFO - Epoch [23][180/1879] lr: 9.206e-02, eta: 7 days, 17:02:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6160, loss_cls: 2.9025, loss: 2.9025, grad_norm: 2.0012 2021-06-19 20:34:51,658 - mmaction - INFO - Epoch [23][200/1879] lr: 9.210e-02, eta: 7 days, 17:01:59, time: 2.254, data_time: 0.000, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6152, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.0335 2021-06-19 20:35:36,510 - mmaction - INFO - Epoch [23][220/1879] lr: 9.214e-02, eta: 7 days, 17:01:14, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6039, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.0211 2021-06-19 20:36:21,254 - mmaction - INFO - Epoch [23][240/1879] lr: 9.218e-02, eta: 7 days, 17:00:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6066, loss_cls: 2.9393, loss: 2.9393, grad_norm: 1.9927 2021-06-19 20:37:06,139 - mmaction - INFO - Epoch [23][260/1879] lr: 9.221e-02, eta: 7 days, 16:59:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6125, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.0138 2021-06-19 20:37:51,138 - mmaction - INFO - Epoch [23][280/1879] lr: 9.225e-02, eta: 7 days, 16:58:59, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3324, top5_acc: 0.5969, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.0449 2021-06-19 20:38:36,062 - mmaction - INFO - Epoch [23][300/1879] lr: 9.229e-02, eta: 7 days, 16:58:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6012, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.9487 2021-06-19 20:39:20,975 - mmaction - INFO - Epoch [23][320/1879] lr: 9.232e-02, eta: 7 days, 16:57:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6137, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.0156 2021-06-19 20:40:05,772 - mmaction - INFO - Epoch [23][340/1879] lr: 9.236e-02, eta: 7 days, 16:56:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6039, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.0339 2021-06-19 20:40:50,566 - mmaction - INFO - Epoch [23][360/1879] lr: 9.240e-02, eta: 7 days, 16:55:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5988, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.0095 2021-06-19 20:41:35,355 - mmaction - INFO - Epoch [23][380/1879] lr: 9.243e-02, eta: 7 days, 16:55:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6012, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.0792 2021-06-19 20:42:20,230 - mmaction - INFO - Epoch [23][400/1879] lr: 9.247e-02, eta: 7 days, 16:54:27, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3406, top5_acc: 0.6086, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.0343 2021-06-19 20:43:05,034 - mmaction - INFO - Epoch [23][420/1879] lr: 9.251e-02, eta: 7 days, 16:53:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.9905 2021-06-19 20:43:49,928 - mmaction - INFO - Epoch [23][440/1879] lr: 9.254e-02, eta: 7 days, 16:52:56, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.0314 2021-06-19 20:44:34,883 - mmaction - INFO - Epoch [23][460/1879] lr: 9.258e-02, eta: 7 days, 16:52:12, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5906, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.9450 2021-06-19 20:45:19,783 - mmaction - INFO - Epoch [23][480/1879] lr: 9.262e-02, eta: 7 days, 16:51:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.0183 2021-06-19 20:46:04,659 - mmaction - INFO - Epoch [23][500/1879] lr: 9.266e-02, eta: 7 days, 16:50:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6141, loss_cls: 2.9331, loss: 2.9331, grad_norm: 2.0069 2021-06-19 20:46:49,549 - mmaction - INFO - Epoch [23][520/1879] lr: 9.269e-02, eta: 7 days, 16:49:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.0188 2021-06-19 20:47:34,413 - mmaction - INFO - Epoch [23][540/1879] lr: 9.273e-02, eta: 7 days, 16:49:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.5832, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.0248 2021-06-19 20:48:19,307 - mmaction - INFO - Epoch [23][560/1879] lr: 9.277e-02, eta: 7 days, 16:48:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6109, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9551 2021-06-19 20:49:04,126 - mmaction - INFO - Epoch [23][580/1879] lr: 9.280e-02, eta: 7 days, 16:47:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6027, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.0501 2021-06-19 20:49:48,966 - mmaction - INFO - Epoch [23][600/1879] lr: 9.284e-02, eta: 7 days, 16:46:56, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9138, loss: 2.9138, grad_norm: 2.0110 2021-06-19 20:50:33,753 - mmaction - INFO - Epoch [23][620/1879] lr: 9.288e-02, eta: 7 days, 16:46:10, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9901, loss: 2.9901, grad_norm: 2.0226 2021-06-19 20:51:18,565 - mmaction - INFO - Epoch [23][640/1879] lr: 9.291e-02, eta: 7 days, 16:45:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6086, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.9744 2021-06-19 20:52:03,444 - mmaction - INFO - Epoch [23][660/1879] lr: 9.295e-02, eta: 7 days, 16:44:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.5957, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.0224 2021-06-19 20:52:48,440 - mmaction - INFO - Epoch [23][680/1879] lr: 9.299e-02, eta: 7 days, 16:43:55, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9432, loss: 2.9432, grad_norm: 2.0029 2021-06-19 20:53:33,289 - mmaction - INFO - Epoch [23][700/1879] lr: 9.302e-02, eta: 7 days, 16:43:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3312, top5_acc: 0.5840, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.0795 2021-06-19 20:54:18,162 - mmaction - INFO - Epoch [23][720/1879] lr: 9.306e-02, eta: 7 days, 16:42:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5836, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.9950 2021-06-19 20:55:02,924 - mmaction - INFO - Epoch [23][740/1879] lr: 9.310e-02, eta: 7 days, 16:41:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3406, top5_acc: 0.5988, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.0191 2021-06-19 20:55:47,874 - mmaction - INFO - Epoch [23][760/1879] lr: 9.314e-02, eta: 7 days, 16:40:54, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6086, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.0635 2021-06-19 20:56:32,817 - mmaction - INFO - Epoch [23][780/1879] lr: 9.317e-02, eta: 7 days, 16:40:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.5934, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.9529 2021-06-19 20:57:17,530 - mmaction - INFO - Epoch [23][800/1879] lr: 9.321e-02, eta: 7 days, 16:39:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6074, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.9607 2021-06-19 20:58:02,443 - mmaction - INFO - Epoch [23][820/1879] lr: 9.325e-02, eta: 7 days, 16:38:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6012, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.0524 2021-06-19 20:58:47,254 - mmaction - INFO - Epoch [23][840/1879] lr: 9.328e-02, eta: 7 days, 16:37:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6051, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.0324 2021-06-19 20:59:31,958 - mmaction - INFO - Epoch [23][860/1879] lr: 9.332e-02, eta: 7 days, 16:37:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6035, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.9979 2021-06-19 21:00:16,784 - mmaction - INFO - Epoch [23][880/1879] lr: 9.336e-02, eta: 7 days, 16:36:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5902, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.9900 2021-06-19 21:01:01,661 - mmaction - INFO - Epoch [23][900/1879] lr: 9.339e-02, eta: 7 days, 16:35:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6164, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.9608 2021-06-19 21:01:46,535 - mmaction - INFO - Epoch [23][920/1879] lr: 9.343e-02, eta: 7 days, 16:34:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.5879, loss_cls: 2.9796, loss: 2.9796, grad_norm: 2.0322 2021-06-19 21:02:31,381 - mmaction - INFO - Epoch [23][940/1879] lr: 9.347e-02, eta: 7 days, 16:34:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6020, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.9996 2021-06-19 21:03:16,262 - mmaction - INFO - Epoch [23][960/1879] lr: 9.350e-02, eta: 7 days, 16:33:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.9607 2021-06-19 21:04:01,132 - mmaction - INFO - Epoch [23][980/1879] lr: 9.354e-02, eta: 7 days, 16:32:35, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6043, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.9924 2021-06-19 21:04:45,947 - mmaction - INFO - Epoch [23][1000/1879] lr: 9.358e-02, eta: 7 days, 16:31:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6035, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.9502 2021-06-19 21:05:30,698 - mmaction - INFO - Epoch [23][1020/1879] lr: 9.362e-02, eta: 7 days, 16:31:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.5922, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.9866 2021-06-19 21:06:15,504 - mmaction - INFO - Epoch [23][1040/1879] lr: 9.365e-02, eta: 7 days, 16:30:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6094, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.0077 2021-06-19 21:07:00,281 - mmaction - INFO - Epoch [23][1060/1879] lr: 9.369e-02, eta: 7 days, 16:29:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.9785 2021-06-19 21:07:45,077 - mmaction - INFO - Epoch [23][1080/1879] lr: 9.373e-02, eta: 7 days, 16:28:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.5984, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.0519 2021-06-19 21:08:29,982 - mmaction - INFO - Epoch [23][1100/1879] lr: 9.376e-02, eta: 7 days, 16:28:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6078, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.0074 2021-06-19 21:09:14,826 - mmaction - INFO - Epoch [23][1120/1879] lr: 9.380e-02, eta: 7 days, 16:27:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.0271 2021-06-19 21:09:59,801 - mmaction - INFO - Epoch [23][1140/1879] lr: 9.384e-02, eta: 7 days, 16:26:32, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5887, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.0392 2021-06-19 21:10:44,742 - mmaction - INFO - Epoch [23][1160/1879] lr: 9.387e-02, eta: 7 days, 16:25:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6020, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.0098 2021-06-19 21:11:29,542 - mmaction - INFO - Epoch [23][1180/1879] lr: 9.391e-02, eta: 7 days, 16:25:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5973, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.0203 2021-06-19 21:12:14,370 - mmaction - INFO - Epoch [23][1200/1879] lr: 9.395e-02, eta: 7 days, 16:24:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.0385 2021-06-19 21:12:59,056 - mmaction - INFO - Epoch [23][1220/1879] lr: 9.398e-02, eta: 7 days, 16:23:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6059, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.0249 2021-06-19 21:13:43,888 - mmaction - INFO - Epoch [23][1240/1879] lr: 9.402e-02, eta: 7 days, 16:22:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3207, top5_acc: 0.6059, loss_cls: 3.0331, loss: 3.0331, grad_norm: 2.0058 2021-06-19 21:14:28,779 - mmaction - INFO - Epoch [23][1260/1879] lr: 9.406e-02, eta: 7 days, 16:22:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.9620 2021-06-19 21:15:13,668 - mmaction - INFO - Epoch [23][1280/1879] lr: 9.410e-02, eta: 7 days, 16:21:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5879, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.0217 2021-06-19 21:15:58,433 - mmaction - INFO - Epoch [23][1300/1879] lr: 9.413e-02, eta: 7 days, 16:20:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5949, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.0123 2021-06-19 21:16:43,250 - mmaction - INFO - Epoch [23][1320/1879] lr: 9.417e-02, eta: 7 days, 16:19:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6059, loss_cls: 2.9104, loss: 2.9104, grad_norm: 1.9920 2021-06-19 21:17:28,160 - mmaction - INFO - Epoch [23][1340/1879] lr: 9.421e-02, eta: 7 days, 16:18:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6027, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.0290 2021-06-19 21:18:13,027 - mmaction - INFO - Epoch [23][1360/1879] lr: 9.424e-02, eta: 7 days, 16:18:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.9815 2021-06-19 21:18:57,932 - mmaction - INFO - Epoch [23][1380/1879] lr: 9.428e-02, eta: 7 days, 16:17:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.6070, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.9621 2021-06-19 21:19:42,832 - mmaction - INFO - Epoch [23][1400/1879] lr: 9.432e-02, eta: 7 days, 16:16:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6086, loss_cls: 2.9901, loss: 2.9901, grad_norm: 2.0218 2021-06-19 21:20:27,499 - mmaction - INFO - Epoch [23][1420/1879] lr: 9.435e-02, eta: 7 days, 16:15:57, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3281, top5_acc: 0.6012, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.0126 2021-06-19 21:21:12,357 - mmaction - INFO - Epoch [23][1440/1879] lr: 9.439e-02, eta: 7 days, 16:15:12, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3312, top5_acc: 0.5949, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.9541 2021-06-19 21:21:57,165 - mmaction - INFO - Epoch [23][1460/1879] lr: 9.443e-02, eta: 7 days, 16:14:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6047, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.9939 2021-06-19 21:22:41,894 - mmaction - INFO - Epoch [23][1480/1879] lr: 9.446e-02, eta: 7 days, 16:13:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6141, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.9956 2021-06-19 21:23:26,699 - mmaction - INFO - Epoch [23][1500/1879] lr: 9.450e-02, eta: 7 days, 16:12:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5996, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.9956 2021-06-19 21:24:11,536 - mmaction - INFO - Epoch [23][1520/1879] lr: 9.454e-02, eta: 7 days, 16:12:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.6043, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.0461 2021-06-19 21:24:56,347 - mmaction - INFO - Epoch [23][1540/1879] lr: 9.458e-02, eta: 7 days, 16:11:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.5902, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.0469 2021-06-19 21:25:41,116 - mmaction - INFO - Epoch [23][1560/1879] lr: 9.461e-02, eta: 7 days, 16:10:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6152, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.0179 2021-06-19 21:26:25,833 - mmaction - INFO - Epoch [23][1580/1879] lr: 9.465e-02, eta: 7 days, 16:09:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6090, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.0275 2021-06-19 21:27:10,505 - mmaction - INFO - Epoch [23][1600/1879] lr: 9.469e-02, eta: 7 days, 16:09:05, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3191, top5_acc: 0.5949, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.0020 2021-06-19 21:27:55,293 - mmaction - INFO - Epoch [23][1620/1879] lr: 9.472e-02, eta: 7 days, 16:08:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6035, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.0437 2021-06-19 21:28:39,987 - mmaction - INFO - Epoch [23][1640/1879] lr: 9.476e-02, eta: 7 days, 16:07:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6188, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.9865 2021-06-19 21:29:24,765 - mmaction - INFO - Epoch [23][1660/1879] lr: 9.480e-02, eta: 7 days, 16:06:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6039, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.9727 2021-06-19 21:30:09,506 - mmaction - INFO - Epoch [23][1680/1879] lr: 9.483e-02, eta: 7 days, 16:06:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6207, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.9648 2021-06-19 21:30:54,454 - mmaction - INFO - Epoch [23][1700/1879] lr: 9.487e-02, eta: 7 days, 16:05:17, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.0260 2021-06-19 21:31:39,188 - mmaction - INFO - Epoch [23][1720/1879] lr: 9.491e-02, eta: 7 days, 16:04:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5949, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.0059 2021-06-19 21:32:23,921 - mmaction - INFO - Epoch [23][1740/1879] lr: 9.494e-02, eta: 7 days, 16:03:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.6090, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.9429 2021-06-19 21:33:08,804 - mmaction - INFO - Epoch [23][1760/1879] lr: 9.498e-02, eta: 7 days, 16:02:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6434, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.0494 2021-06-19 21:33:53,554 - mmaction - INFO - Epoch [23][1780/1879] lr: 9.502e-02, eta: 7 days, 16:02:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5852, loss_cls: 3.0427, loss: 3.0427, grad_norm: 2.0372 2021-06-19 21:34:38,387 - mmaction - INFO - Epoch [23][1800/1879] lr: 9.506e-02, eta: 7 days, 16:01:28, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3195, top5_acc: 0.5852, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.9778 2021-06-19 21:35:23,105 - mmaction - INFO - Epoch [23][1820/1879] lr: 9.509e-02, eta: 7 days, 16:00:42, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5973, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.9707 2021-06-19 21:36:07,960 - mmaction - INFO - Epoch [23][1840/1879] lr: 9.513e-02, eta: 7 days, 15:59:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6086, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.9898 2021-06-19 21:36:52,870 - mmaction - INFO - Epoch [23][1860/1879] lr: 9.517e-02, eta: 7 days, 15:59:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.5980, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.0138 2021-06-19 21:37:35,954 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-06-19 21:39:05,698 - mmaction - INFO - Epoch [24][20/1879] lr: 9.491e-02, eta: 7 days, 15:57:57, time: 4.468, data_time: 2.170, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6160, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0686 2021-06-19 21:39:50,746 - mmaction - INFO - Epoch [24][40/1879] lr: 9.494e-02, eta: 7 days, 15:57:13, time: 2.252, data_time: 0.004, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6219, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.0190 2021-06-19 21:40:35,689 - mmaction - INFO - Epoch [24][60/1879] lr: 9.498e-02, eta: 7 days, 15:56:28, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6098, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.0551 2021-06-19 21:41:20,580 - mmaction - INFO - Epoch [24][80/1879] lr: 9.502e-02, eta: 7 days, 15:55:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6227, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.9826 2021-06-19 21:42:05,520 - mmaction - INFO - Epoch [24][100/1879] lr: 9.506e-02, eta: 7 days, 15:54:58, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6004, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.9403 2021-06-19 21:42:50,461 - mmaction - INFO - Epoch [24][120/1879] lr: 9.509e-02, eta: 7 days, 15:54:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6070, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.0224 2021-06-19 21:43:35,326 - mmaction - INFO - Epoch [24][140/1879] lr: 9.513e-02, eta: 7 days, 15:53:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6129, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.9801 2021-06-19 21:44:20,223 - mmaction - INFO - Epoch [24][160/1879] lr: 9.517e-02, eta: 7 days, 15:52:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3336, top5_acc: 0.5918, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.0299 2021-06-19 21:45:05,144 - mmaction - INFO - Epoch [24][180/1879] lr: 9.520e-02, eta: 7 days, 15:51:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6133, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.0022 2021-06-19 21:45:50,126 - mmaction - INFO - Epoch [24][200/1879] lr: 9.524e-02, eta: 7 days, 15:51:15, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6051, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.9799 2021-06-19 21:46:35,024 - mmaction - INFO - Epoch [24][220/1879] lr: 9.528e-02, eta: 7 days, 15:50:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6125, loss_cls: 2.9591, loss: 2.9591, grad_norm: 2.0080 2021-06-19 21:47:20,078 - mmaction - INFO - Epoch [24][240/1879] lr: 9.531e-02, eta: 7 days, 15:49:46, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.0234 2021-06-19 21:48:04,897 - mmaction - INFO - Epoch [24][260/1879] lr: 9.535e-02, eta: 7 days, 15:49:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6176, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.9873 2021-06-19 21:48:49,719 - mmaction - INFO - Epoch [24][280/1879] lr: 9.539e-02, eta: 7 days, 15:48:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6125, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.0050 2021-06-19 21:49:34,609 - mmaction - INFO - Epoch [24][300/1879] lr: 9.542e-02, eta: 7 days, 15:47:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6004, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.9774 2021-06-19 21:50:19,576 - mmaction - INFO - Epoch [24][320/1879] lr: 9.546e-02, eta: 7 days, 15:46:45, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6113, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.0147 2021-06-19 21:51:04,574 - mmaction - INFO - Epoch [24][340/1879] lr: 9.550e-02, eta: 7 days, 15:46:01, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6078, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.9817 2021-06-19 21:51:49,630 - mmaction - INFO - Epoch [24][360/1879] lr: 9.553e-02, eta: 7 days, 15:45:17, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.3344, top5_acc: 0.6090, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.0006 2021-06-19 21:52:34,553 - mmaction - INFO - Epoch [24][380/1879] lr: 9.557e-02, eta: 7 days, 15:44:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6016, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.9780 2021-06-19 21:53:19,398 - mmaction - INFO - Epoch [24][400/1879] lr: 9.561e-02, eta: 7 days, 15:43:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6102, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.9768 2021-06-19 21:54:04,312 - mmaction - INFO - Epoch [24][420/1879] lr: 9.564e-02, eta: 7 days, 15:43:02, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 3.0034, loss: 3.0034, grad_norm: 2.0277 2021-06-19 21:54:49,292 - mmaction - INFO - Epoch [24][440/1879] lr: 9.568e-02, eta: 7 days, 15:42:18, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5934, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.0121 2021-06-19 21:55:34,186 - mmaction - INFO - Epoch [24][460/1879] lr: 9.572e-02, eta: 7 days, 15:41:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6035, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.9548 2021-06-19 21:56:19,059 - mmaction - INFO - Epoch [24][480/1879] lr: 9.575e-02, eta: 7 days, 15:40:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6094, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.9551 2021-06-19 21:57:03,869 - mmaction - INFO - Epoch [24][500/1879] lr: 9.579e-02, eta: 7 days, 15:40:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6230, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.9984 2021-06-19 21:57:48,611 - mmaction - INFO - Epoch [24][520/1879] lr: 9.583e-02, eta: 7 days, 15:39:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5988, loss_cls: 2.9501, loss: 2.9501, grad_norm: 1.9987 2021-06-19 21:58:33,520 - mmaction - INFO - Epoch [24][540/1879] lr: 9.586e-02, eta: 7 days, 15:38:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.0151 2021-06-19 21:59:18,345 - mmaction - INFO - Epoch [24][560/1879] lr: 9.590e-02, eta: 7 days, 15:37:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3359, top5_acc: 0.5902, loss_cls: 2.9942, loss: 2.9942, grad_norm: 2.0401 2021-06-19 22:00:03,328 - mmaction - INFO - Epoch [24][580/1879] lr: 9.594e-02, eta: 7 days, 15:37:02, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6035, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.9855 2021-06-19 22:00:48,228 - mmaction - INFO - Epoch [24][600/1879] lr: 9.597e-02, eta: 7 days, 15:36:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.5941, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.0196 2021-06-19 22:01:33,055 - mmaction - INFO - Epoch [24][620/1879] lr: 9.601e-02, eta: 7 days, 15:35:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.5949, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.9353 2021-06-19 22:02:17,894 - mmaction - INFO - Epoch [24][640/1879] lr: 9.605e-02, eta: 7 days, 15:34:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.6012, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.9946 2021-06-19 22:03:02,731 - mmaction - INFO - Epoch [24][660/1879] lr: 9.609e-02, eta: 7 days, 15:34:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6004, loss_cls: 2.9310, loss: 2.9310, grad_norm: 2.0285 2021-06-19 22:03:47,650 - mmaction - INFO - Epoch [24][680/1879] lr: 9.612e-02, eta: 7 days, 15:33:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.5984, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.9573 2021-06-19 22:04:32,475 - mmaction - INFO - Epoch [24][700/1879] lr: 9.616e-02, eta: 7 days, 15:32:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6109, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.9823 2021-06-19 22:05:17,371 - mmaction - INFO - Epoch [24][720/1879] lr: 9.620e-02, eta: 7 days, 15:31:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.5988, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.9821 2021-06-19 22:06:02,216 - mmaction - INFO - Epoch [24][740/1879] lr: 9.623e-02, eta: 7 days, 15:31:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.0162 2021-06-19 22:06:46,963 - mmaction - INFO - Epoch [24][760/1879] lr: 9.627e-02, eta: 7 days, 15:30:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6152, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.9714 2021-06-19 22:07:31,976 - mmaction - INFO - Epoch [24][780/1879] lr: 9.631e-02, eta: 7 days, 15:29:30, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6035, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.0001 2021-06-19 22:08:16,817 - mmaction - INFO - Epoch [24][800/1879] lr: 9.634e-02, eta: 7 days, 15:28:45, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6254, loss_cls: 2.8348, loss: 2.8348, grad_norm: 1.9948 2021-06-19 22:09:01,713 - mmaction - INFO - Epoch [24][820/1879] lr: 9.638e-02, eta: 7 days, 15:28:00, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5980, loss_cls: 2.9731, loss: 2.9731, grad_norm: 1.9958 2021-06-19 22:09:46,587 - mmaction - INFO - Epoch [24][840/1879] lr: 9.642e-02, eta: 7 days, 15:27:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6066, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.0071 2021-06-19 22:10:31,451 - mmaction - INFO - Epoch [24][860/1879] lr: 9.645e-02, eta: 7 days, 15:26:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.5953, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.0079 2021-06-19 22:11:16,356 - mmaction - INFO - Epoch [24][880/1879] lr: 9.649e-02, eta: 7 days, 15:25:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6094, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.9998 2021-06-19 22:12:01,306 - mmaction - INFO - Epoch [24][900/1879] lr: 9.653e-02, eta: 7 days, 15:25:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6117, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.9852 2021-06-19 22:12:46,173 - mmaction - INFO - Epoch [24][920/1879] lr: 9.656e-02, eta: 7 days, 15:24:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.0223 2021-06-19 22:13:30,995 - mmaction - INFO - Epoch [24][940/1879] lr: 9.660e-02, eta: 7 days, 15:23:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6094, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.9851 2021-06-19 22:14:15,746 - mmaction - INFO - Epoch [24][960/1879] lr: 9.664e-02, eta: 7 days, 15:22:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3258, top5_acc: 0.6000, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.9961 2021-06-19 22:15:00,487 - mmaction - INFO - Epoch [24][980/1879] lr: 9.667e-02, eta: 7 days, 15:21:58, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6059, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.0216 2021-06-19 22:15:45,311 - mmaction - INFO - Epoch [24][1000/1879] lr: 9.671e-02, eta: 7 days, 15:21:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6105, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.9948 2021-06-19 22:16:30,142 - mmaction - INFO - Epoch [24][1020/1879] lr: 9.675e-02, eta: 7 days, 15:20:27, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6039, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.9835 2021-06-19 22:17:14,945 - mmaction - INFO - Epoch [24][1040/1879] lr: 9.678e-02, eta: 7 days, 15:19:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6098, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0423 2021-06-19 22:17:59,691 - mmaction - INFO - Epoch [24][1060/1879] lr: 9.682e-02, eta: 7 days, 15:18:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5973, loss_cls: 2.9886, loss: 2.9886, grad_norm: 1.9910 2021-06-19 22:18:44,534 - mmaction - INFO - Epoch [24][1080/1879] lr: 9.686e-02, eta: 7 days, 15:18:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3254, top5_acc: 0.6027, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.0798 2021-06-19 22:19:29,261 - mmaction - INFO - Epoch [24][1100/1879] lr: 9.689e-02, eta: 7 days, 15:17:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 2.9313, loss: 2.9313, grad_norm: 2.0018 2021-06-19 22:20:14,010 - mmaction - INFO - Epoch [24][1120/1879] lr: 9.693e-02, eta: 7 days, 15:16:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6051, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.9826 2021-06-19 22:20:58,748 - mmaction - INFO - Epoch [24][1140/1879] lr: 9.697e-02, eta: 7 days, 15:15:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5957, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.9873 2021-06-19 22:21:43,457 - mmaction - INFO - Epoch [24][1160/1879] lr: 9.701e-02, eta: 7 days, 15:15:06, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6129, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.9582 2021-06-19 22:22:28,242 - mmaction - INFO - Epoch [24][1180/1879] lr: 9.704e-02, eta: 7 days, 15:14:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6074, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0442 2021-06-19 22:23:12,924 - mmaction - INFO - Epoch [24][1200/1879] lr: 9.708e-02, eta: 7 days, 15:13:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.9727 2021-06-19 22:23:57,699 - mmaction - INFO - Epoch [24][1220/1879] lr: 9.712e-02, eta: 7 days, 15:12:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6098, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.0167 2021-06-19 22:24:42,404 - mmaction - INFO - Epoch [24][1240/1879] lr: 9.715e-02, eta: 7 days, 15:12:02, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6066, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.9712 2021-06-19 22:25:27,262 - mmaction - INFO - Epoch [24][1260/1879] lr: 9.719e-02, eta: 7 days, 15:11:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6254, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.0475 2021-06-19 22:26:12,146 - mmaction - INFO - Epoch [24][1280/1879] lr: 9.723e-02, eta: 7 days, 15:10:32, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3441, top5_acc: 0.5898, loss_cls: 3.0191, loss: 3.0191, grad_norm: 2.0348 2021-06-19 22:26:57,073 - mmaction - INFO - Epoch [24][1300/1879] lr: 9.726e-02, eta: 7 days, 15:09:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6012, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.9599 2021-06-19 22:27:41,904 - mmaction - INFO - Epoch [24][1320/1879] lr: 9.730e-02, eta: 7 days, 15:09:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6051, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.0047 2021-06-19 22:28:26,723 - mmaction - INFO - Epoch [24][1340/1879] lr: 9.734e-02, eta: 7 days, 15:08:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6086, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.0225 2021-06-19 22:29:11,590 - mmaction - INFO - Epoch [24][1360/1879] lr: 9.737e-02, eta: 7 days, 15:07:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6020, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.0041 2021-06-19 22:29:56,356 - mmaction - INFO - Epoch [24][1380/1879] lr: 9.741e-02, eta: 7 days, 15:06:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6203, loss_cls: 2.8450, loss: 2.8450, grad_norm: 1.9611 2021-06-19 22:30:41,046 - mmaction - INFO - Epoch [24][1400/1879] lr: 9.745e-02, eta: 7 days, 15:05:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0055, loss: 3.0055, grad_norm: 2.0383 2021-06-19 22:31:26,004 - mmaction - INFO - Epoch [24][1420/1879] lr: 9.748e-02, eta: 7 days, 15:05:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6129, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.9825 2021-06-19 22:32:10,859 - mmaction - INFO - Epoch [24][1440/1879] lr: 9.752e-02, eta: 7 days, 15:04:29, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6199, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.0509 2021-06-19 22:32:55,751 - mmaction - INFO - Epoch [24][1460/1879] lr: 9.756e-02, eta: 7 days, 15:03:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6062, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.9926 2021-06-19 22:33:40,525 - mmaction - INFO - Epoch [24][1480/1879] lr: 9.759e-02, eta: 7 days, 15:02:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6125, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.9896 2021-06-19 22:34:25,381 - mmaction - INFO - Epoch [24][1500/1879] lr: 9.763e-02, eta: 7 days, 15:02:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6086, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.0158 2021-06-19 22:35:10,286 - mmaction - INFO - Epoch [24][1520/1879] lr: 9.767e-02, eta: 7 days, 15:01:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.9859 2021-06-19 22:35:55,186 - mmaction - INFO - Epoch [24][1540/1879] lr: 9.770e-02, eta: 7 days, 15:00:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5922, loss_cls: 3.0194, loss: 3.0194, grad_norm: 2.0175 2021-06-19 22:36:39,873 - mmaction - INFO - Epoch [24][1560/1879] lr: 9.774e-02, eta: 7 days, 14:59:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.6008, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.0138 2021-06-19 22:37:24,698 - mmaction - INFO - Epoch [24][1580/1879] lr: 9.778e-02, eta: 7 days, 14:59:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6062, loss_cls: 2.9308, loss: 2.9308, grad_norm: 1.9888 2021-06-19 22:38:09,505 - mmaction - INFO - Epoch [24][1600/1879] lr: 9.781e-02, eta: 7 days, 14:58:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3348, top5_acc: 0.6055, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.0089 2021-06-19 22:38:54,363 - mmaction - INFO - Epoch [24][1620/1879] lr: 9.785e-02, eta: 7 days, 14:57:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6148, loss_cls: 2.9403, loss: 2.9403, grad_norm: 2.0108 2021-06-19 22:39:39,222 - mmaction - INFO - Epoch [24][1640/1879] lr: 9.789e-02, eta: 7 days, 14:56:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.5957, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.0253 2021-06-19 22:40:24,061 - mmaction - INFO - Epoch [24][1660/1879] lr: 9.793e-02, eta: 7 days, 14:56:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6148, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.0224 2021-06-19 22:41:08,852 - mmaction - INFO - Epoch [24][1680/1879] lr: 9.796e-02, eta: 7 days, 14:55:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.5996, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.9903 2021-06-19 22:41:53,596 - mmaction - INFO - Epoch [24][1700/1879] lr: 9.800e-02, eta: 7 days, 14:54:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9364, loss: 2.9364, grad_norm: 1.9828 2021-06-19 22:42:38,389 - mmaction - INFO - Epoch [24][1720/1879] lr: 9.804e-02, eta: 7 days, 14:53:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.9631 2021-06-19 22:43:23,165 - mmaction - INFO - Epoch [24][1740/1879] lr: 9.807e-02, eta: 7 days, 14:53:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6145, loss_cls: 2.9051, loss: 2.9051, grad_norm: 2.0014 2021-06-19 22:44:07,834 - mmaction - INFO - Epoch [24][1760/1879] lr: 9.811e-02, eta: 7 days, 14:52:21, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6191, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.0220 2021-06-19 22:44:52,664 - mmaction - INFO - Epoch [24][1780/1879] lr: 9.815e-02, eta: 7 days, 14:51:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6117, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.9577 2021-06-19 22:45:37,480 - mmaction - INFO - Epoch [24][1800/1879] lr: 9.818e-02, eta: 7 days, 14:50:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6062, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.0581 2021-06-19 22:46:22,253 - mmaction - INFO - Epoch [24][1820/1879] lr: 9.822e-02, eta: 7 days, 14:50:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6160, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.9905 2021-06-19 22:47:07,104 - mmaction - INFO - Epoch [24][1840/1879] lr: 9.826e-02, eta: 7 days, 14:49:20, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6043, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.0634 2021-06-19 22:47:51,804 - mmaction - INFO - Epoch [24][1860/1879] lr: 9.829e-02, eta: 7 days, 14:48:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5941, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.0154 2021-06-19 22:48:34,862 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-06-19 22:50:03,545 - mmaction - INFO - Epoch [25][20/1879] lr: 9.801e-02, eta: 7 days, 14:47:10, time: 4.409, data_time: 2.133, memory: 7544, top1_acc: 0.3336, top5_acc: 0.6031, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.0340 2021-06-19 22:50:48,456 - mmaction - INFO - Epoch [25][40/1879] lr: 9.805e-02, eta: 7 days, 14:46:25, time: 2.246, data_time: 0.004, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.0038 2021-06-19 22:51:33,194 - mmaction - INFO - Epoch [25][60/1879] lr: 9.808e-02, eta: 7 days, 14:45:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5957, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.9978 2021-06-19 22:52:18,021 - mmaction - INFO - Epoch [25][80/1879] lr: 9.812e-02, eta: 7 days, 14:44:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6125, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.0223 2021-06-19 22:53:02,846 - mmaction - INFO - Epoch [25][100/1879] lr: 9.816e-02, eta: 7 days, 14:44:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6082, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.0242 2021-06-19 22:53:47,741 - mmaction - INFO - Epoch [25][120/1879] lr: 9.819e-02, eta: 7 days, 14:43:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.0326 2021-06-19 22:54:32,638 - mmaction - INFO - Epoch [25][140/1879] lr: 9.823e-02, eta: 7 days, 14:42:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6168, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.1021 2021-06-19 22:55:17,620 - mmaction - INFO - Epoch [25][160/1879] lr: 9.826e-02, eta: 7 days, 14:41:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.6000, loss_cls: 2.9428, loss: 2.9428, grad_norm: 2.0170 2021-06-19 22:56:02,403 - mmaction - INFO - Epoch [25][180/1879] lr: 9.830e-02, eta: 7 days, 14:41:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6004, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.9526 2021-06-19 22:56:47,258 - mmaction - INFO - Epoch [25][200/1879] lr: 9.834e-02, eta: 7 days, 14:40:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6285, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.9945 2021-06-19 22:57:32,092 - mmaction - INFO - Epoch [25][220/1879] lr: 9.837e-02, eta: 7 days, 14:39:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6121, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.9958 2021-06-19 22:58:16,862 - mmaction - INFO - Epoch [25][240/1879] lr: 9.841e-02, eta: 7 days, 14:38:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6012, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.0223 2021-06-19 22:59:01,769 - mmaction - INFO - Epoch [25][260/1879] lr: 9.845e-02, eta: 7 days, 14:38:07, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6156, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.0064 2021-06-19 22:59:46,550 - mmaction - INFO - Epoch [25][280/1879] lr: 9.848e-02, eta: 7 days, 14:37:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.0374 2021-06-19 23:00:31,364 - mmaction - INFO - Epoch [25][300/1879] lr: 9.852e-02, eta: 7 days, 14:36:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.5996, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.9837 2021-06-19 23:01:16,061 - mmaction - INFO - Epoch [25][320/1879] lr: 9.856e-02, eta: 7 days, 14:35:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6371, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.0133 2021-06-19 23:02:00,857 - mmaction - INFO - Epoch [25][340/1879] lr: 9.859e-02, eta: 7 days, 14:35:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6191, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.0005 2021-06-19 23:02:45,646 - mmaction - INFO - Epoch [25][360/1879] lr: 9.863e-02, eta: 7 days, 14:34:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6156, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.9812 2021-06-19 23:03:30,545 - mmaction - INFO - Epoch [25][380/1879] lr: 9.867e-02, eta: 7 days, 14:33:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6047, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.9958 2021-06-19 23:04:15,371 - mmaction - INFO - Epoch [25][400/1879] lr: 9.870e-02, eta: 7 days, 14:32:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.5957, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0016 2021-06-19 23:05:00,238 - mmaction - INFO - Epoch [25][420/1879] lr: 9.874e-02, eta: 7 days, 14:32:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6090, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.0154 2021-06-19 23:05:44,936 - mmaction - INFO - Epoch [25][440/1879] lr: 9.878e-02, eta: 7 days, 14:31:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6160, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.9994 2021-06-19 23:06:29,683 - mmaction - INFO - Epoch [25][460/1879] lr: 9.881e-02, eta: 7 days, 14:30:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6062, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.9983 2021-06-19 23:07:14,557 - mmaction - INFO - Epoch [25][480/1879] lr: 9.885e-02, eta: 7 days, 14:29:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6160, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9595 2021-06-19 23:07:59,322 - mmaction - INFO - Epoch [25][500/1879] lr: 9.889e-02, eta: 7 days, 14:29:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6059, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.9917 2021-06-19 23:08:44,134 - mmaction - INFO - Epoch [25][520/1879] lr: 9.892e-02, eta: 7 days, 14:28:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6172, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.9889 2021-06-19 23:09:29,066 - mmaction - INFO - Epoch [25][540/1879] lr: 9.896e-02, eta: 7 days, 14:27:30, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5949, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.0421 2021-06-19 23:10:13,791 - mmaction - INFO - Epoch [25][560/1879] lr: 9.900e-02, eta: 7 days, 14:26:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6215, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.0398 2021-06-19 23:10:58,543 - mmaction - INFO - Epoch [25][580/1879] lr: 9.903e-02, eta: 7 days, 14:25:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.0107 2021-06-19 23:11:43,330 - mmaction - INFO - Epoch [25][600/1879] lr: 9.907e-02, eta: 7 days, 14:25:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6074, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.9885 2021-06-19 23:12:28,122 - mmaction - INFO - Epoch [25][620/1879] lr: 9.911e-02, eta: 7 days, 14:24:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3258, top5_acc: 0.5898, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.0511 2021-06-19 23:13:12,957 - mmaction - INFO - Epoch [25][640/1879] lr: 9.914e-02, eta: 7 days, 14:23:42, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6141, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.0151 2021-06-19 23:13:57,818 - mmaction - INFO - Epoch [25][660/1879] lr: 9.918e-02, eta: 7 days, 14:22:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.9520 2021-06-19 23:14:42,771 - mmaction - INFO - Epoch [25][680/1879] lr: 9.922e-02, eta: 7 days, 14:22:12, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6047, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.9734 2021-06-19 23:15:27,628 - mmaction - INFO - Epoch [25][700/1879] lr: 9.925e-02, eta: 7 days, 14:21:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6211, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.9452 2021-06-19 23:16:12,368 - mmaction - INFO - Epoch [25][720/1879] lr: 9.929e-02, eta: 7 days, 14:20:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6051, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.9598 2021-06-19 23:16:57,067 - mmaction - INFO - Epoch [25][740/1879] lr: 9.933e-02, eta: 7 days, 14:19:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6137, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.9673 2021-06-19 23:17:41,791 - mmaction - INFO - Epoch [25][760/1879] lr: 9.936e-02, eta: 7 days, 14:19:09, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6297, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.0122 2021-06-19 23:18:26,711 - mmaction - INFO - Epoch [25][780/1879] lr: 9.940e-02, eta: 7 days, 14:18:24, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3242, top5_acc: 0.5777, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.0262 2021-06-19 23:19:11,546 - mmaction - INFO - Epoch [25][800/1879] lr: 9.944e-02, eta: 7 days, 14:17:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6199, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.9927 2021-06-19 23:19:56,376 - mmaction - INFO - Epoch [25][820/1879] lr: 9.947e-02, eta: 7 days, 14:16:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6012, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.0367 2021-06-19 23:20:41,140 - mmaction - INFO - Epoch [25][840/1879] lr: 9.951e-02, eta: 7 days, 14:16:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6090, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.9741 2021-06-19 23:21:25,846 - mmaction - INFO - Epoch [25][860/1879] lr: 9.955e-02, eta: 7 days, 14:15:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.5980, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.0118 2021-06-19 23:22:10,607 - mmaction - INFO - Epoch [25][880/1879] lr: 9.958e-02, eta: 7 days, 14:14:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5930, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.9656 2021-06-19 23:22:55,444 - mmaction - INFO - Epoch [25][900/1879] lr: 9.962e-02, eta: 7 days, 14:13:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6207, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.9224 2021-06-19 23:23:40,254 - mmaction - INFO - Epoch [25][920/1879] lr: 9.966e-02, eta: 7 days, 14:13:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6113, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.0175 2021-06-19 23:24:25,031 - mmaction - INFO - Epoch [25][940/1879] lr: 9.969e-02, eta: 7 days, 14:12:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6141, loss_cls: 2.9356, loss: 2.9356, grad_norm: 2.0468 2021-06-19 23:25:09,883 - mmaction - INFO - Epoch [25][960/1879] lr: 9.973e-02, eta: 7 days, 14:11:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6082, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.0200 2021-06-19 23:25:54,616 - mmaction - INFO - Epoch [25][980/1879] lr: 9.977e-02, eta: 7 days, 14:10:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5988, loss_cls: 2.9769, loss: 2.9769, grad_norm: 2.0003 2021-06-19 23:26:39,467 - mmaction - INFO - Epoch [25][1000/1879] lr: 9.980e-02, eta: 7 days, 14:10:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.5930, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.9749 2021-06-19 23:27:24,182 - mmaction - INFO - Epoch [25][1020/1879] lr: 9.984e-02, eta: 7 days, 14:09:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6062, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.9725 2021-06-19 23:28:09,006 - mmaction - INFO - Epoch [25][1040/1879] lr: 9.988e-02, eta: 7 days, 14:08:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6312, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.9566 2021-06-19 23:28:53,785 - mmaction - INFO - Epoch [25][1060/1879] lr: 9.991e-02, eta: 7 days, 14:07:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6242, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.0073 2021-06-19 23:29:38,724 - mmaction - INFO - Epoch [25][1080/1879] lr: 9.995e-02, eta: 7 days, 14:07:01, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6074, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.9416 2021-06-19 23:30:23,432 - mmaction - INFO - Epoch [25][1100/1879] lr: 9.999e-02, eta: 7 days, 14:06:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6074, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.9699 2021-06-19 23:31:08,262 - mmaction - INFO - Epoch [25][1120/1879] lr: 1.000e-01, eta: 7 days, 14:05:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6113, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.8995 2021-06-19 23:31:53,127 - mmaction - INFO - Epoch [25][1140/1879] lr: 1.001e-01, eta: 7 days, 14:04:45, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6215, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.0668 2021-06-19 23:32:37,822 - mmaction - INFO - Epoch [25][1160/1879] lr: 1.001e-01, eta: 7 days, 14:03:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.5984, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.0194 2021-06-19 23:33:22,656 - mmaction - INFO - Epoch [25][1180/1879] lr: 1.001e-01, eta: 7 days, 14:03:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5996, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.0093 2021-06-19 23:34:07,442 - mmaction - INFO - Epoch [25][1200/1879] lr: 1.002e-01, eta: 7 days, 14:02:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6168, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.0026 2021-06-19 23:34:52,221 - mmaction - INFO - Epoch [25][1220/1879] lr: 1.002e-01, eta: 7 days, 14:01:42, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3320, top5_acc: 0.6023, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.9630 2021-06-19 23:35:37,063 - mmaction - INFO - Epoch [25][1240/1879] lr: 1.002e-01, eta: 7 days, 14:00:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.9724 2021-06-19 23:36:21,705 - mmaction - INFO - Epoch [25][1260/1879] lr: 1.003e-01, eta: 7 days, 14:00:10, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5941, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.9854 2021-06-19 23:37:06,528 - mmaction - INFO - Epoch [25][1280/1879] lr: 1.003e-01, eta: 7 days, 13:59:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6070, loss_cls: 2.9150, loss: 2.9150, grad_norm: 2.0037 2021-06-19 23:37:51,294 - mmaction - INFO - Epoch [25][1300/1879] lr: 1.004e-01, eta: 7 days, 13:58:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6211, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.0427 2021-06-19 23:38:36,161 - mmaction - INFO - Epoch [25][1320/1879] lr: 1.004e-01, eta: 7 days, 13:57:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6055, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.9746 2021-06-19 23:39:21,046 - mmaction - INFO - Epoch [25][1340/1879] lr: 1.004e-01, eta: 7 days, 13:57:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6133, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.9505 2021-06-19 23:40:05,896 - mmaction - INFO - Epoch [25][1360/1879] lr: 1.005e-01, eta: 7 days, 13:56:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.9303 2021-06-19 23:40:50,801 - mmaction - INFO - Epoch [25][1380/1879] lr: 1.005e-01, eta: 7 days, 13:55:39, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6043, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.9900 2021-06-19 23:41:35,577 - mmaction - INFO - Epoch [25][1400/1879] lr: 1.005e-01, eta: 7 days, 13:54:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6000, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.9683 2021-06-19 23:42:20,338 - mmaction - INFO - Epoch [25][1420/1879] lr: 1.006e-01, eta: 7 days, 13:54:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6094, loss_cls: 2.9229, loss: 2.9229, grad_norm: 2.0063 2021-06-19 23:43:05,105 - mmaction - INFO - Epoch [25][1440/1879] lr: 1.006e-01, eta: 7 days, 13:53:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6156, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.9936 2021-06-19 23:43:49,914 - mmaction - INFO - Epoch [25][1460/1879] lr: 1.006e-01, eta: 7 days, 13:52:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6082, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9698 2021-06-19 23:44:34,660 - mmaction - INFO - Epoch [25][1480/1879] lr: 1.007e-01, eta: 7 days, 13:51:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6184, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.9779 2021-06-19 23:45:19,468 - mmaction - INFO - Epoch [25][1500/1879] lr: 1.007e-01, eta: 7 days, 13:51:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.9913 2021-06-19 23:46:04,255 - mmaction - INFO - Epoch [25][1520/1879] lr: 1.008e-01, eta: 7 days, 13:50:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6102, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0313 2021-06-19 23:46:49,116 - mmaction - INFO - Epoch [25][1540/1879] lr: 1.008e-01, eta: 7 days, 13:49:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.5977, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.0016 2021-06-19 23:47:33,837 - mmaction - INFO - Epoch [25][1560/1879] lr: 1.008e-01, eta: 7 days, 13:48:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6098, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.9474 2021-06-19 23:48:18,635 - mmaction - INFO - Epoch [25][1580/1879] lr: 1.009e-01, eta: 7 days, 13:48:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6145, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.9703 2021-06-19 23:49:03,325 - mmaction - INFO - Epoch [25][1600/1879] lr: 1.009e-01, eta: 7 days, 13:47:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6180, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.9907 2021-06-19 23:49:48,220 - mmaction - INFO - Epoch [25][1620/1879] lr: 1.009e-01, eta: 7 days, 13:46:32, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6098, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.0192 2021-06-19 23:50:32,949 - mmaction - INFO - Epoch [25][1640/1879] lr: 1.010e-01, eta: 7 days, 13:45:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6133, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.0101 2021-06-19 23:51:17,613 - mmaction - INFO - Epoch [25][1660/1879] lr: 1.010e-01, eta: 7 days, 13:44:59, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3336, top5_acc: 0.5926, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.0269 2021-06-19 23:52:02,373 - mmaction - INFO - Epoch [25][1680/1879] lr: 1.011e-01, eta: 7 days, 13:44:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6227, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.0314 2021-06-19 23:52:47,155 - mmaction - INFO - Epoch [25][1700/1879] lr: 1.011e-01, eta: 7 days, 13:43:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.9388 2021-06-19 23:53:31,994 - mmaction - INFO - Epoch [25][1720/1879] lr: 1.011e-01, eta: 7 days, 13:42:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3344, top5_acc: 0.6160, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.0253 2021-06-19 23:54:16,773 - mmaction - INFO - Epoch [25][1740/1879] lr: 1.012e-01, eta: 7 days, 13:41:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6074, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.9743 2021-06-19 23:55:01,546 - mmaction - INFO - Epoch [25][1760/1879] lr: 1.012e-01, eta: 7 days, 13:41:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6043, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.9866 2021-06-19 23:55:46,145 - mmaction - INFO - Epoch [25][1780/1879] lr: 1.012e-01, eta: 7 days, 13:40:25, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6078, loss_cls: 2.9109, loss: 2.9109, grad_norm: 1.9492 2021-06-19 23:56:30,859 - mmaction - INFO - Epoch [25][1800/1879] lr: 1.013e-01, eta: 7 days, 13:39:39, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.9924 2021-06-19 23:57:15,699 - mmaction - INFO - Epoch [25][1820/1879] lr: 1.013e-01, eta: 7 days, 13:38:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5996, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.0372 2021-06-19 23:58:00,483 - mmaction - INFO - Epoch [25][1840/1879] lr: 1.013e-01, eta: 7 days, 13:38:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.0017 2021-06-19 23:58:45,274 - mmaction - INFO - Epoch [25][1860/1879] lr: 1.014e-01, eta: 7 days, 13:37:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6148, loss_cls: 2.9722, loss: 2.9722, grad_norm: 1.9955 2021-06-19 23:59:28,352 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-06-20 00:01:12,467 - mmaction - INFO - Epoch [26][20/1879] lr: 1.011e-01, eta: 7 days, 13:37:27, time: 5.126, data_time: 2.104, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6191, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.9582 2021-06-20 00:01:57,347 - mmaction - INFO - Epoch [26][40/1879] lr: 1.011e-01, eta: 7 days, 13:36:42, time: 2.244, data_time: 0.004, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.9945 2021-06-20 00:02:42,258 - mmaction - INFO - Epoch [26][60/1879] lr: 1.011e-01, eta: 7 days, 13:35:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6117, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.9909 2021-06-20 00:03:27,130 - mmaction - INFO - Epoch [26][80/1879] lr: 1.012e-01, eta: 7 days, 13:35:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.9819 2021-06-20 00:04:11,978 - mmaction - INFO - Epoch [26][100/1879] lr: 1.012e-01, eta: 7 days, 13:34:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6074, loss_cls: 2.9586, loss: 2.9586, grad_norm: 2.0036 2021-06-20 00:04:56,809 - mmaction - INFO - Epoch [26][120/1879] lr: 1.013e-01, eta: 7 days, 13:33:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6125, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.9849 2021-06-20 00:05:41,615 - mmaction - INFO - Epoch [26][140/1879] lr: 1.013e-01, eta: 7 days, 13:32:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.9705 2021-06-20 00:06:26,478 - mmaction - INFO - Epoch [26][160/1879] lr: 1.013e-01, eta: 7 days, 13:32:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6371, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.0247 2021-06-20 00:07:11,320 - mmaction - INFO - Epoch [26][180/1879] lr: 1.014e-01, eta: 7 days, 13:31:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6129, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.9945 2021-06-20 00:07:56,069 - mmaction - INFO - Epoch [26][200/1879] lr: 1.014e-01, eta: 7 days, 13:30:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9556 2021-06-20 00:08:40,844 - mmaction - INFO - Epoch [26][220/1879] lr: 1.014e-01, eta: 7 days, 13:29:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6066, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.9651 2021-06-20 00:09:25,617 - mmaction - INFO - Epoch [26][240/1879] lr: 1.015e-01, eta: 7 days, 13:29:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6145, loss_cls: 2.9200, loss: 2.9200, grad_norm: 2.0085 2021-06-20 00:10:10,472 - mmaction - INFO - Epoch [26][260/1879] lr: 1.015e-01, eta: 7 days, 13:28:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.6043, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.9952 2021-06-20 00:10:55,226 - mmaction - INFO - Epoch [26][280/1879] lr: 1.015e-01, eta: 7 days, 13:27:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6098, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0082 2021-06-20 00:11:39,877 - mmaction - INFO - Epoch [26][300/1879] lr: 1.016e-01, eta: 7 days, 13:26:51, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6121, loss_cls: 2.9104, loss: 2.9104, grad_norm: 2.0080 2021-06-20 00:12:24,622 - mmaction - INFO - Epoch [26][320/1879] lr: 1.016e-01, eta: 7 days, 13:26:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6117, loss_cls: 2.9491, loss: 2.9491, grad_norm: 2.0219 2021-06-20 00:13:09,554 - mmaction - INFO - Epoch [26][340/1879] lr: 1.017e-01, eta: 7 days, 13:25:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6219, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.0689 2021-06-20 00:13:54,386 - mmaction - INFO - Epoch [26][360/1879] lr: 1.017e-01, eta: 7 days, 13:24:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6199, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.0234 2021-06-20 00:14:39,149 - mmaction - INFO - Epoch [26][380/1879] lr: 1.017e-01, eta: 7 days, 13:23:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6066, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.2589 2021-06-20 00:15:23,819 - mmaction - INFO - Epoch [26][400/1879] lr: 1.018e-01, eta: 7 days, 13:23:03, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6121, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.9751 2021-06-20 00:16:08,661 - mmaction - INFO - Epoch [26][420/1879] lr: 1.018e-01, eta: 7 days, 13:22:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.9974 2021-06-20 00:16:53,533 - mmaction - INFO - Epoch [26][440/1879] lr: 1.018e-01, eta: 7 days, 13:21:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6141, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.0085 2021-06-20 00:17:38,362 - mmaction - INFO - Epoch [26][460/1879] lr: 1.019e-01, eta: 7 days, 13:20:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5949, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.9898 2021-06-20 00:18:23,161 - mmaction - INFO - Epoch [26][480/1879] lr: 1.019e-01, eta: 7 days, 13:20:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6047, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.0133 2021-06-20 00:19:08,077 - mmaction - INFO - Epoch [26][500/1879] lr: 1.019e-01, eta: 7 days, 13:19:17, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6223, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.0243 2021-06-20 00:19:52,903 - mmaction - INFO - Epoch [26][520/1879] lr: 1.020e-01, eta: 7 days, 13:18:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6102, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.9576 2021-06-20 00:20:37,612 - mmaction - INFO - Epoch [26][540/1879] lr: 1.020e-01, eta: 7 days, 13:17:46, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9044, loss: 2.9044, grad_norm: 1.9748 2021-06-20 00:21:22,351 - mmaction - INFO - Epoch [26][560/1879] lr: 1.021e-01, eta: 7 days, 13:17:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.9758 2021-06-20 00:22:07,066 - mmaction - INFO - Epoch [26][580/1879] lr: 1.021e-01, eta: 7 days, 13:16:14, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6137, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.0535 2021-06-20 00:22:51,823 - mmaction - INFO - Epoch [26][600/1879] lr: 1.021e-01, eta: 7 days, 13:15:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.9821 2021-06-20 00:23:36,603 - mmaction - INFO - Epoch [26][620/1879] lr: 1.022e-01, eta: 7 days, 13:14:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.9575 2021-06-20 00:24:21,296 - mmaction - INFO - Epoch [26][640/1879] lr: 1.022e-01, eta: 7 days, 13:13:56, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6078, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.9695 2021-06-20 00:25:05,940 - mmaction - INFO - Epoch [26][660/1879] lr: 1.022e-01, eta: 7 days, 13:13:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.5973, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.0281 2021-06-20 00:25:50,667 - mmaction - INFO - Epoch [26][680/1879] lr: 1.023e-01, eta: 7 days, 13:12:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6121, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.9738 2021-06-20 00:26:35,478 - mmaction - INFO - Epoch [26][700/1879] lr: 1.023e-01, eta: 7 days, 13:11:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6242, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.9659 2021-06-20 00:27:20,214 - mmaction - INFO - Epoch [26][720/1879] lr: 1.023e-01, eta: 7 days, 13:10:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.9863 2021-06-20 00:28:04,886 - mmaction - INFO - Epoch [26][740/1879] lr: 1.024e-01, eta: 7 days, 13:10:06, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6230, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.0016 2021-06-20 00:28:49,752 - mmaction - INFO - Epoch [26][760/1879] lr: 1.024e-01, eta: 7 days, 13:09:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6020, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.9912 2021-06-20 00:29:34,623 - mmaction - INFO - Epoch [26][780/1879] lr: 1.025e-01, eta: 7 days, 13:08:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5980, loss_cls: 2.9888, loss: 2.9888, grad_norm: 2.0106 2021-06-20 00:30:19,266 - mmaction - INFO - Epoch [26][800/1879] lr: 1.025e-01, eta: 7 days, 13:07:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6059, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.9878 2021-06-20 00:31:04,019 - mmaction - INFO - Epoch [26][820/1879] lr: 1.025e-01, eta: 7 days, 13:07:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5977, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.9760 2021-06-20 00:31:48,691 - mmaction - INFO - Epoch [26][840/1879] lr: 1.026e-01, eta: 7 days, 13:06:17, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6145, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.9589 2021-06-20 00:32:33,440 - mmaction - INFO - Epoch [26][860/1879] lr: 1.026e-01, eta: 7 days, 13:05:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6059, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.0017 2021-06-20 00:33:18,126 - mmaction - INFO - Epoch [26][880/1879] lr: 1.026e-01, eta: 7 days, 13:04:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6254, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.9576 2021-06-20 00:34:02,892 - mmaction - INFO - Epoch [26][900/1879] lr: 1.027e-01, eta: 7 days, 13:03:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6098, loss_cls: 2.9252, loss: 2.9252, grad_norm: 2.0324 2021-06-20 00:34:47,690 - mmaction - INFO - Epoch [26][920/1879] lr: 1.027e-01, eta: 7 days, 13:03:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6289, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.9669 2021-06-20 00:35:32,556 - mmaction - INFO - Epoch [26][940/1879] lr: 1.027e-01, eta: 7 days, 13:02:29, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6113, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.0199 2021-06-20 00:36:17,284 - mmaction - INFO - Epoch [26][960/1879] lr: 1.028e-01, eta: 7 days, 13:01:43, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6105, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.9540 2021-06-20 00:37:02,062 - mmaction - INFO - Epoch [26][980/1879] lr: 1.028e-01, eta: 7 days, 13:00:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.9226 2021-06-20 00:37:46,893 - mmaction - INFO - Epoch [26][1000/1879] lr: 1.029e-01, eta: 7 days, 13:00:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6199, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.9932 2021-06-20 00:38:31,730 - mmaction - INFO - Epoch [26][1020/1879] lr: 1.029e-01, eta: 7 days, 12:59:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6145, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.0511 2021-06-20 00:39:16,544 - mmaction - INFO - Epoch [26][1040/1879] lr: 1.029e-01, eta: 7 days, 12:58:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6168, loss_cls: 2.9105, loss: 2.9105, grad_norm: 2.0052 2021-06-20 00:40:01,305 - mmaction - INFO - Epoch [26][1060/1879] lr: 1.030e-01, eta: 7 days, 12:57:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6129, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.9151 2021-06-20 00:40:46,091 - mmaction - INFO - Epoch [26][1080/1879] lr: 1.030e-01, eta: 7 days, 12:57:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6301, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.0385 2021-06-20 00:41:30,787 - mmaction - INFO - Epoch [26][1100/1879] lr: 1.030e-01, eta: 7 days, 12:56:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6113, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.0184 2021-06-20 00:42:15,697 - mmaction - INFO - Epoch [26][1120/1879] lr: 1.031e-01, eta: 7 days, 12:55:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.6023, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.9805 2021-06-20 00:43:00,460 - mmaction - INFO - Epoch [26][1140/1879] lr: 1.031e-01, eta: 7 days, 12:54:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6148, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.9810 2021-06-20 00:43:45,244 - mmaction - INFO - Epoch [26][1160/1879] lr: 1.032e-01, eta: 7 days, 12:54:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.5949, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.9649 2021-06-20 00:44:30,153 - mmaction - INFO - Epoch [26][1180/1879] lr: 1.032e-01, eta: 7 days, 12:53:23, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9655, loss: 2.9655, grad_norm: 2.0595 2021-06-20 00:45:14,946 - mmaction - INFO - Epoch [26][1200/1879] lr: 1.032e-01, eta: 7 days, 12:52:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6180, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.0212 2021-06-20 00:45:59,815 - mmaction - INFO - Epoch [26][1220/1879] lr: 1.033e-01, eta: 7 days, 12:51:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6062, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.9789 2021-06-20 00:46:44,422 - mmaction - INFO - Epoch [26][1240/1879] lr: 1.033e-01, eta: 7 days, 12:51:05, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.5930, loss_cls: 3.0112, loss: 3.0112, grad_norm: 1.9552 2021-06-20 00:47:29,169 - mmaction - INFO - Epoch [26][1260/1879] lr: 1.033e-01, eta: 7 days, 12:50:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6207, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.9798 2021-06-20 00:48:13,974 - mmaction - INFO - Epoch [26][1280/1879] lr: 1.034e-01, eta: 7 days, 12:49:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6012, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.9735 2021-06-20 00:48:58,871 - mmaction - INFO - Epoch [26][1300/1879] lr: 1.034e-01, eta: 7 days, 12:48:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6160, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.9776 2021-06-20 00:49:43,619 - mmaction - INFO - Epoch [26][1320/1879] lr: 1.034e-01, eta: 7 days, 12:48:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3402, top5_acc: 0.5992, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.9734 2021-06-20 00:50:28,421 - mmaction - INFO - Epoch [26][1340/1879] lr: 1.035e-01, eta: 7 days, 12:47:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6281, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.9757 2021-06-20 00:51:13,183 - mmaction - INFO - Epoch [26][1360/1879] lr: 1.035e-01, eta: 7 days, 12:46:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6281, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.9673 2021-06-20 00:51:57,846 - mmaction - INFO - Epoch [26][1380/1879] lr: 1.036e-01, eta: 7 days, 12:45:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.0312 2021-06-20 00:52:42,675 - mmaction - INFO - Epoch [26][1400/1879] lr: 1.036e-01, eta: 7 days, 12:45:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3266, top5_acc: 0.6031, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.9582 2021-06-20 00:53:27,416 - mmaction - INFO - Epoch [26][1420/1879] lr: 1.036e-01, eta: 7 days, 12:44:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6090, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.9545 2021-06-20 00:54:12,251 - mmaction - INFO - Epoch [26][1440/1879] lr: 1.037e-01, eta: 7 days, 12:43:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6223, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.0046 2021-06-20 00:54:57,097 - mmaction - INFO - Epoch [26][1460/1879] lr: 1.037e-01, eta: 7 days, 12:42:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3391, top5_acc: 0.6098, loss_cls: 2.9292, loss: 2.9292, grad_norm: 1.9802 2021-06-20 00:55:41,861 - mmaction - INFO - Epoch [26][1480/1879] lr: 1.037e-01, eta: 7 days, 12:41:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6234, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.9923 2021-06-20 00:56:26,703 - mmaction - INFO - Epoch [26][1500/1879] lr: 1.038e-01, eta: 7 days, 12:41:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6035, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.9810 2021-06-20 00:57:11,471 - mmaction - INFO - Epoch [26][1520/1879] lr: 1.038e-01, eta: 7 days, 12:40:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6102, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.9749 2021-06-20 00:57:56,121 - mmaction - INFO - Epoch [26][1540/1879] lr: 1.038e-01, eta: 7 days, 12:39:41, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6043, loss_cls: 2.9632, loss: 2.9632, grad_norm: 1.9581 2021-06-20 00:58:40,822 - mmaction - INFO - Epoch [26][1560/1879] lr: 1.039e-01, eta: 7 days, 12:38:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6184, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.0204 2021-06-20 00:59:25,525 - mmaction - INFO - Epoch [26][1580/1879] lr: 1.039e-01, eta: 7 days, 12:38:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.9936 2021-06-20 01:00:10,373 - mmaction - INFO - Epoch [26][1600/1879] lr: 1.040e-01, eta: 7 days, 12:37:24, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3285, top5_acc: 0.5961, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.0101 2021-06-20 01:00:55,049 - mmaction - INFO - Epoch [26][1620/1879] lr: 1.040e-01, eta: 7 days, 12:36:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.5949, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.9650 2021-06-20 01:01:39,614 - mmaction - INFO - Epoch [26][1640/1879] lr: 1.040e-01, eta: 7 days, 12:35:51, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6082, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9985 2021-06-20 01:02:24,422 - mmaction - INFO - Epoch [26][1660/1879] lr: 1.041e-01, eta: 7 days, 12:35:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6074, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.9887 2021-06-20 01:03:09,042 - mmaction - INFO - Epoch [26][1680/1879] lr: 1.041e-01, eta: 7 days, 12:34:19, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6148, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.9465 2021-06-20 01:03:53,765 - mmaction - INFO - Epoch [26][1700/1879] lr: 1.041e-01, eta: 7 days, 12:33:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6164, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.9618 2021-06-20 01:04:38,472 - mmaction - INFO - Epoch [26][1720/1879] lr: 1.042e-01, eta: 7 days, 12:32:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6152, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.9393 2021-06-20 01:05:23,210 - mmaction - INFO - Epoch [26][1740/1879] lr: 1.042e-01, eta: 7 days, 12:32:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6109, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.9691 2021-06-20 01:06:08,119 - mmaction - INFO - Epoch [26][1760/1879] lr: 1.042e-01, eta: 7 days, 12:31:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.9541 2021-06-20 01:06:53,034 - mmaction - INFO - Epoch [26][1780/1879] lr: 1.043e-01, eta: 7 days, 12:30:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6156, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.9894 2021-06-20 01:07:37,850 - mmaction - INFO - Epoch [26][1800/1879] lr: 1.043e-01, eta: 7 days, 12:29:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6078, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.9781 2021-06-20 01:08:22,645 - mmaction - INFO - Epoch [26][1820/1879] lr: 1.044e-01, eta: 7 days, 12:29:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.9823 2021-06-20 01:09:07,471 - mmaction - INFO - Epoch [26][1840/1879] lr: 1.044e-01, eta: 7 days, 12:28:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6113, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.0130 2021-06-20 01:09:52,306 - mmaction - INFO - Epoch [26][1860/1879] lr: 1.044e-01, eta: 7 days, 12:27:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6191, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9909 2021-06-20 01:10:35,658 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-06-20 01:12:08,162 - mmaction - INFO - Epoch [27][20/1879] lr: 1.041e-01, eta: 7 days, 12:26:29, time: 4.602, data_time: 2.363, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6164, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.0161 2021-06-20 01:12:53,184 - mmaction - INFO - Epoch [27][40/1879] lr: 1.041e-01, eta: 7 days, 12:25:44, time: 2.251, data_time: 0.004, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.9923 2021-06-20 01:13:38,084 - mmaction - INFO - Epoch [27][60/1879] lr: 1.042e-01, eta: 7 days, 12:25:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6168, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.9690 2021-06-20 01:14:22,958 - mmaction - INFO - Epoch [27][80/1879] lr: 1.042e-01, eta: 7 days, 12:24:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6270, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.9921 2021-06-20 01:15:07,874 - mmaction - INFO - Epoch [27][100/1879] lr: 1.042e-01, eta: 7 days, 12:23:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6102, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.0006 2021-06-20 01:15:52,717 - mmaction - INFO - Epoch [27][120/1879] lr: 1.043e-01, eta: 7 days, 12:22:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6156, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.0051 2021-06-20 01:16:37,767 - mmaction - INFO - Epoch [27][140/1879] lr: 1.043e-01, eta: 7 days, 12:22:00, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6223, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.9848 2021-06-20 01:17:22,772 - mmaction - INFO - Epoch [27][160/1879] lr: 1.043e-01, eta: 7 days, 12:21:16, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6078, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9961 2021-06-20 01:18:07,690 - mmaction - INFO - Epoch [27][180/1879] lr: 1.044e-01, eta: 7 days, 12:20:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3371, top5_acc: 0.6215, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.9587 2021-06-20 01:18:52,495 - mmaction - INFO - Epoch [27][200/1879] lr: 1.044e-01, eta: 7 days, 12:19:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6078, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.0262 2021-06-20 01:19:37,388 - mmaction - INFO - Epoch [27][220/1879] lr: 1.045e-01, eta: 7 days, 12:19:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3254, top5_acc: 0.5855, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.9749 2021-06-20 01:20:22,321 - mmaction - INFO - Epoch [27][240/1879] lr: 1.045e-01, eta: 7 days, 12:18:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6125, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.9600 2021-06-20 01:21:07,156 - mmaction - INFO - Epoch [27][260/1879] lr: 1.045e-01, eta: 7 days, 12:17:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6285, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.9781 2021-06-20 01:21:51,946 - mmaction - INFO - Epoch [27][280/1879] lr: 1.046e-01, eta: 7 days, 12:16:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6277, loss_cls: 2.8270, loss: 2.8270, grad_norm: 1.9584 2021-06-20 01:22:36,759 - mmaction - INFO - Epoch [27][300/1879] lr: 1.046e-01, eta: 7 days, 12:16:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6195, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.9819 2021-06-20 01:23:21,590 - mmaction - INFO - Epoch [27][320/1879] lr: 1.046e-01, eta: 7 days, 12:15:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6129, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.0030 2021-06-20 01:24:06,465 - mmaction - INFO - Epoch [27][340/1879] lr: 1.047e-01, eta: 7 days, 12:14:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5945, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.9308 2021-06-20 01:24:51,202 - mmaction - INFO - Epoch [27][360/1879] lr: 1.047e-01, eta: 7 days, 12:13:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6301, loss_cls: 2.8412, loss: 2.8412, grad_norm: 1.9623 2021-06-20 01:25:36,109 - mmaction - INFO - Epoch [27][380/1879] lr: 1.047e-01, eta: 7 days, 12:12:59, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3270, top5_acc: 0.5988, loss_cls: 3.0054, loss: 3.0054, grad_norm: 1.9815 2021-06-20 01:26:20,860 - mmaction - INFO - Epoch [27][400/1879] lr: 1.048e-01, eta: 7 days, 12:12:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.9432 2021-06-20 01:27:05,701 - mmaction - INFO - Epoch [27][420/1879] lr: 1.048e-01, eta: 7 days, 12:11:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.9574 2021-06-20 01:27:50,551 - mmaction - INFO - Epoch [27][440/1879] lr: 1.049e-01, eta: 7 days, 12:10:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9027, loss: 2.9027, grad_norm: 2.0169 2021-06-20 01:28:35,413 - mmaction - INFO - Epoch [27][460/1879] lr: 1.049e-01, eta: 7 days, 12:09:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.9459 2021-06-20 01:29:20,235 - mmaction - INFO - Epoch [27][480/1879] lr: 1.049e-01, eta: 7 days, 12:09:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6066, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.9596 2021-06-20 01:30:05,027 - mmaction - INFO - Epoch [27][500/1879] lr: 1.050e-01, eta: 7 days, 12:08:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6250, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.9359 2021-06-20 01:30:49,867 - mmaction - INFO - Epoch [27][520/1879] lr: 1.050e-01, eta: 7 days, 12:07:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6172, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.9879 2021-06-20 01:31:34,757 - mmaction - INFO - Epoch [27][540/1879] lr: 1.050e-01, eta: 7 days, 12:06:56, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.0137 2021-06-20 01:32:19,628 - mmaction - INFO - Epoch [27][560/1879] lr: 1.051e-01, eta: 7 days, 12:06:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.5949, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.9883 2021-06-20 01:33:04,588 - mmaction - INFO - Epoch [27][580/1879] lr: 1.051e-01, eta: 7 days, 12:05:27, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6086, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.0084 2021-06-20 01:33:49,418 - mmaction - INFO - Epoch [27][600/1879] lr: 1.051e-01, eta: 7 days, 12:04:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6156, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.9471 2021-06-20 01:34:34,285 - mmaction - INFO - Epoch [27][620/1879] lr: 1.052e-01, eta: 7 days, 12:03:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6098, loss_cls: 2.9354, loss: 2.9354, grad_norm: 1.9596 2021-06-20 01:35:19,146 - mmaction - INFO - Epoch [27][640/1879] lr: 1.052e-01, eta: 7 days, 12:03:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6320, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.9415 2021-06-20 01:36:03,996 - mmaction - INFO - Epoch [27][660/1879] lr: 1.053e-01, eta: 7 days, 12:02:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6297, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.9858 2021-06-20 01:36:48,882 - mmaction - INFO - Epoch [27][680/1879] lr: 1.053e-01, eta: 7 days, 12:01:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6160, loss_cls: 2.8827, loss: 2.8827, grad_norm: 1.9695 2021-06-20 01:37:33,587 - mmaction - INFO - Epoch [27][700/1879] lr: 1.053e-01, eta: 7 days, 12:00:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5773, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.9572 2021-06-20 01:38:18,286 - mmaction - INFO - Epoch [27][720/1879] lr: 1.054e-01, eta: 7 days, 12:00:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.9833 2021-06-20 01:39:03,041 - mmaction - INFO - Epoch [27][740/1879] lr: 1.054e-01, eta: 7 days, 11:59:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6074, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.9745 2021-06-20 01:39:47,921 - mmaction - INFO - Epoch [27][760/1879] lr: 1.054e-01, eta: 7 days, 11:58:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6266, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.9932 2021-06-20 01:40:32,685 - mmaction - INFO - Epoch [27][780/1879] lr: 1.055e-01, eta: 7 days, 11:57:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6273, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.0051 2021-06-20 01:41:17,499 - mmaction - INFO - Epoch [27][800/1879] lr: 1.055e-01, eta: 7 days, 11:57:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6105, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.0164 2021-06-20 01:42:02,266 - mmaction - INFO - Epoch [27][820/1879] lr: 1.055e-01, eta: 7 days, 11:56:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6164, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.9729 2021-06-20 01:42:46,956 - mmaction - INFO - Epoch [27][840/1879] lr: 1.056e-01, eta: 7 days, 11:55:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6059, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.9843 2021-06-20 01:43:31,844 - mmaction - INFO - Epoch [27][860/1879] lr: 1.056e-01, eta: 7 days, 11:54:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6141, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.9987 2021-06-20 01:44:16,454 - mmaction - INFO - Epoch [27][880/1879] lr: 1.057e-01, eta: 7 days, 11:54:04, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6184, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.9831 2021-06-20 01:45:01,278 - mmaction - INFO - Epoch [27][900/1879] lr: 1.057e-01, eta: 7 days, 11:53:18, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6121, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.9612 2021-06-20 01:45:46,156 - mmaction - INFO - Epoch [27][920/1879] lr: 1.057e-01, eta: 7 days, 11:52:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.9881 2021-06-20 01:46:30,968 - mmaction - INFO - Epoch [27][940/1879] lr: 1.058e-01, eta: 7 days, 11:51:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.1062 2021-06-20 01:47:15,782 - mmaction - INFO - Epoch [27][960/1879] lr: 1.058e-01, eta: 7 days, 11:51:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6211, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0016 2021-06-20 01:48:00,571 - mmaction - INFO - Epoch [27][980/1879] lr: 1.058e-01, eta: 7 days, 11:50:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6098, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9546 2021-06-20 01:48:45,339 - mmaction - INFO - Epoch [27][1000/1879] lr: 1.059e-01, eta: 7 days, 11:49:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.9460 2021-06-20 01:49:30,116 - mmaction - INFO - Epoch [27][1020/1879] lr: 1.059e-01, eta: 7 days, 11:48:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6258, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0032 2021-06-20 01:50:15,046 - mmaction - INFO - Epoch [27][1040/1879] lr: 1.059e-01, eta: 7 days, 11:48:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5949, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.9993 2021-06-20 01:50:59,670 - mmaction - INFO - Epoch [27][1060/1879] lr: 1.060e-01, eta: 7 days, 11:47:15, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6160, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9591 2021-06-20 01:51:44,478 - mmaction - INFO - Epoch [27][1080/1879] lr: 1.060e-01, eta: 7 days, 11:46:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6281, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.9375 2021-06-20 01:52:29,296 - mmaction - INFO - Epoch [27][1100/1879] lr: 1.061e-01, eta: 7 days, 11:45:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6215, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.9838 2021-06-20 01:53:14,059 - mmaction - INFO - Epoch [27][1120/1879] lr: 1.061e-01, eta: 7 days, 11:44:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6102, loss_cls: 2.9422, loss: 2.9422, grad_norm: 1.9772 2021-06-20 01:53:58,988 - mmaction - INFO - Epoch [27][1140/1879] lr: 1.061e-01, eta: 7 days, 11:44:13, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6059, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9438 2021-06-20 01:54:43,681 - mmaction - INFO - Epoch [27][1160/1879] lr: 1.062e-01, eta: 7 days, 11:43:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6320, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.9322 2021-06-20 01:55:28,500 - mmaction - INFO - Epoch [27][1180/1879] lr: 1.062e-01, eta: 7 days, 11:42:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6148, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.0046 2021-06-20 01:56:13,370 - mmaction - INFO - Epoch [27][1200/1879] lr: 1.062e-01, eta: 7 days, 11:41:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6176, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.0095 2021-06-20 01:56:58,056 - mmaction - INFO - Epoch [27][1220/1879] lr: 1.063e-01, eta: 7 days, 11:41:11, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6254, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.0001 2021-06-20 01:57:42,774 - mmaction - INFO - Epoch [27][1240/1879] lr: 1.063e-01, eta: 7 days, 11:40:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6168, loss_cls: 2.9233, loss: 2.9233, grad_norm: 1.9763 2021-06-20 01:58:27,530 - mmaction - INFO - Epoch [27][1260/1879] lr: 1.063e-01, eta: 7 days, 11:39:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6195, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9562 2021-06-20 01:59:12,351 - mmaction - INFO - Epoch [27][1280/1879] lr: 1.064e-01, eta: 7 days, 11:38:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6156, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.9725 2021-06-20 01:59:57,115 - mmaction - INFO - Epoch [27][1300/1879] lr: 1.064e-01, eta: 7 days, 11:38:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6078, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9855 2021-06-20 02:00:41,882 - mmaction - INFO - Epoch [27][1320/1879] lr: 1.065e-01, eta: 7 days, 11:37:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6105, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9505 2021-06-20 02:01:26,583 - mmaction - INFO - Epoch [27][1340/1879] lr: 1.065e-01, eta: 7 days, 11:36:36, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6195, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.9651 2021-06-20 02:02:11,390 - mmaction - INFO - Epoch [27][1360/1879] lr: 1.065e-01, eta: 7 days, 11:35:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6156, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.9549 2021-06-20 02:02:56,161 - mmaction - INFO - Epoch [27][1380/1879] lr: 1.066e-01, eta: 7 days, 11:35:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6004, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.9865 2021-06-20 02:03:40,923 - mmaction - INFO - Epoch [27][1400/1879] lr: 1.066e-01, eta: 7 days, 11:34:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6227, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.9769 2021-06-20 02:04:25,735 - mmaction - INFO - Epoch [27][1420/1879] lr: 1.066e-01, eta: 7 days, 11:33:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3336, top5_acc: 0.6043, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.9770 2021-06-20 02:05:10,699 - mmaction - INFO - Epoch [27][1440/1879] lr: 1.067e-01, eta: 7 days, 11:32:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.9901 2021-06-20 02:05:55,494 - mmaction - INFO - Epoch [27][1460/1879] lr: 1.067e-01, eta: 7 days, 11:32:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6242, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.9770 2021-06-20 02:06:40,337 - mmaction - INFO - Epoch [27][1480/1879] lr: 1.067e-01, eta: 7 days, 11:31:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6129, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.0184 2021-06-20 02:07:25,162 - mmaction - INFO - Epoch [27][1500/1879] lr: 1.068e-01, eta: 7 days, 11:30:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6020, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.9857 2021-06-20 02:08:09,970 - mmaction - INFO - Epoch [27][1520/1879] lr: 1.068e-01, eta: 7 days, 11:29:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6316, loss_cls: 2.8469, loss: 2.8469, grad_norm: 1.9547 2021-06-20 02:08:54,717 - mmaction - INFO - Epoch [27][1540/1879] lr: 1.069e-01, eta: 7 days, 11:29:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6145, loss_cls: 2.9103, loss: 2.9103, grad_norm: 2.0147 2021-06-20 02:09:39,430 - mmaction - INFO - Epoch [27][1560/1879] lr: 1.069e-01, eta: 7 days, 11:28:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6133, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.9415 2021-06-20 02:10:24,190 - mmaction - INFO - Epoch [27][1580/1879] lr: 1.069e-01, eta: 7 days, 11:27:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.5969, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.9592 2021-06-20 02:11:08,912 - mmaction - INFO - Epoch [27][1600/1879] lr: 1.070e-01, eta: 7 days, 11:26:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.8981 2021-06-20 02:11:53,729 - mmaction - INFO - Epoch [27][1620/1879] lr: 1.070e-01, eta: 7 days, 11:26:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.9794 2021-06-20 02:12:38,460 - mmaction - INFO - Epoch [27][1640/1879] lr: 1.070e-01, eta: 7 days, 11:25:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6074, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.9676 2021-06-20 02:13:23,346 - mmaction - INFO - Epoch [27][1660/1879] lr: 1.071e-01, eta: 7 days, 11:24:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6148, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.9656 2021-06-20 02:14:08,095 - mmaction - INFO - Epoch [27][1680/1879] lr: 1.071e-01, eta: 7 days, 11:23:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5883, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.0152 2021-06-20 02:14:52,886 - mmaction - INFO - Epoch [27][1700/1879] lr: 1.071e-01, eta: 7 days, 11:22:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5953, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.9497 2021-06-20 02:15:37,642 - mmaction - INFO - Epoch [27][1720/1879] lr: 1.072e-01, eta: 7 days, 11:22:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.8975 2021-06-20 02:16:22,532 - mmaction - INFO - Epoch [27][1740/1879] lr: 1.072e-01, eta: 7 days, 11:21:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6230, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.9643 2021-06-20 02:17:07,248 - mmaction - INFO - Epoch [27][1760/1879] lr: 1.073e-01, eta: 7 days, 11:20:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6172, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.9560 2021-06-20 02:17:51,958 - mmaction - INFO - Epoch [27][1780/1879] lr: 1.073e-01, eta: 7 days, 11:19:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6133, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.9835 2021-06-20 02:18:36,817 - mmaction - INFO - Epoch [27][1800/1879] lr: 1.073e-01, eta: 7 days, 11:19:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6223, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.9542 2021-06-20 02:19:21,615 - mmaction - INFO - Epoch [27][1820/1879] lr: 1.074e-01, eta: 7 days, 11:18:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.9845 2021-06-20 02:20:06,409 - mmaction - INFO - Epoch [27][1840/1879] lr: 1.074e-01, eta: 7 days, 11:17:39, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6141, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.0136 2021-06-20 02:20:51,090 - mmaction - INFO - Epoch [27][1860/1879] lr: 1.074e-01, eta: 7 days, 11:16:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3328, top5_acc: 0.5996, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.9702 2021-06-20 02:21:34,165 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-06-20 02:23:04,406 - mmaction - INFO - Epoch [28][20/1879] lr: 1.071e-01, eta: 7 days, 11:15:38, time: 4.492, data_time: 2.071, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6012, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.0023 2021-06-20 02:23:49,228 - mmaction - INFO - Epoch [28][40/1879] lr: 1.071e-01, eta: 7 days, 11:14:53, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.3473, top5_acc: 0.5973, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.9840 2021-06-20 02:24:34,137 - mmaction - INFO - Epoch [28][60/1879] lr: 1.071e-01, eta: 7 days, 11:14:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.9755 2021-06-20 02:25:19,039 - mmaction - INFO - Epoch [28][80/1879] lr: 1.072e-01, eta: 7 days, 11:13:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6176, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.9835 2021-06-20 02:26:04,004 - mmaction - INFO - Epoch [28][100/1879] lr: 1.072e-01, eta: 7 days, 11:12:39, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.9869 2021-06-20 02:26:48,917 - mmaction - INFO - Epoch [28][120/1879] lr: 1.072e-01, eta: 7 days, 11:11:54, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6109, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.9336 2021-06-20 02:27:33,787 - mmaction - INFO - Epoch [28][140/1879] lr: 1.073e-01, eta: 7 days, 11:11:09, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9732 2021-06-20 02:28:18,683 - mmaction - INFO - Epoch [28][160/1879] lr: 1.073e-01, eta: 7 days, 11:10:24, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6082, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.0279 2021-06-20 02:29:03,645 - mmaction - INFO - Epoch [28][180/1879] lr: 1.074e-01, eta: 7 days, 11:09:39, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6320, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.9681 2021-06-20 02:29:48,624 - mmaction - INFO - Epoch [28][200/1879] lr: 1.074e-01, eta: 7 days, 11:08:55, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6195, loss_cls: 2.8701, loss: 2.8701, grad_norm: 1.9964 2021-06-20 02:30:33,465 - mmaction - INFO - Epoch [28][220/1879] lr: 1.074e-01, eta: 7 days, 11:08:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6184, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.0059 2021-06-20 02:31:18,280 - mmaction - INFO - Epoch [28][240/1879] lr: 1.075e-01, eta: 7 days, 11:07:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6242, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.9811 2021-06-20 02:32:03,176 - mmaction - INFO - Epoch [28][260/1879] lr: 1.075e-01, eta: 7 days, 11:06:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6211, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.9709 2021-06-20 02:32:48,076 - mmaction - INFO - Epoch [28][280/1879] lr: 1.075e-01, eta: 7 days, 11:05:55, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6129, loss_cls: 2.8825, loss: 2.8825, grad_norm: 2.0120 2021-06-20 02:33:32,820 - mmaction - INFO - Epoch [28][300/1879] lr: 1.076e-01, eta: 7 days, 11:05:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.5945, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.9798 2021-06-20 02:34:17,630 - mmaction - INFO - Epoch [28][320/1879] lr: 1.076e-01, eta: 7 days, 11:04:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.9291 2021-06-20 02:35:02,375 - mmaction - INFO - Epoch [28][340/1879] lr: 1.076e-01, eta: 7 days, 11:03:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.0157 2021-06-20 02:35:47,246 - mmaction - INFO - Epoch [28][360/1879] lr: 1.077e-01, eta: 7 days, 11:02:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6195, loss_cls: 2.9174, loss: 2.9174, grad_norm: 1.9838 2021-06-20 02:36:32,156 - mmaction - INFO - Epoch [28][380/1879] lr: 1.077e-01, eta: 7 days, 11:02:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6176, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.0236 2021-06-20 02:37:16,934 - mmaction - INFO - Epoch [28][400/1879] lr: 1.078e-01, eta: 7 days, 11:01:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3320, top5_acc: 0.6074, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.9937 2021-06-20 02:38:01,641 - mmaction - INFO - Epoch [28][420/1879] lr: 1.078e-01, eta: 7 days, 11:00:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6082, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.9459 2021-06-20 02:38:46,381 - mmaction - INFO - Epoch [28][440/1879] lr: 1.078e-01, eta: 7 days, 10:59:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6059, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.9641 2021-06-20 02:39:31,259 - mmaction - INFO - Epoch [28][460/1879] lr: 1.079e-01, eta: 7 days, 10:59:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6332, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.9752 2021-06-20 02:40:16,122 - mmaction - INFO - Epoch [28][480/1879] lr: 1.079e-01, eta: 7 days, 10:58:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6301, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.9694 2021-06-20 02:41:00,994 - mmaction - INFO - Epoch [28][500/1879] lr: 1.079e-01, eta: 7 days, 10:57:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6012, loss_cls: 2.9764, loss: 2.9764, grad_norm: 2.0342 2021-06-20 02:41:45,886 - mmaction - INFO - Epoch [28][520/1879] lr: 1.080e-01, eta: 7 days, 10:56:50, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6199, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.9697 2021-06-20 02:42:30,675 - mmaction - INFO - Epoch [28][540/1879] lr: 1.080e-01, eta: 7 days, 10:56:05, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.9735 2021-06-20 02:43:15,394 - mmaction - INFO - Epoch [28][560/1879] lr: 1.080e-01, eta: 7 days, 10:55:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6223, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.9160 2021-06-20 02:44:00,206 - mmaction - INFO - Epoch [28][580/1879] lr: 1.081e-01, eta: 7 days, 10:54:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6277, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.0096 2021-06-20 02:44:44,966 - mmaction - INFO - Epoch [28][600/1879] lr: 1.081e-01, eta: 7 days, 10:53:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6094, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.9754 2021-06-20 02:45:30,343 - mmaction - INFO - Epoch [28][620/1879] lr: 1.082e-01, eta: 7 days, 10:53:06, time: 2.269, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6141, loss_cls: 2.9323, loss: 2.9323, grad_norm: 2.0081 2021-06-20 02:46:15,229 - mmaction - INFO - Epoch [28][640/1879] lr: 1.082e-01, eta: 7 days, 10:52:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6250, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.9393 2021-06-20 02:46:59,947 - mmaction - INFO - Epoch [28][660/1879] lr: 1.082e-01, eta: 7 days, 10:51:35, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6250, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.9557 2021-06-20 02:47:44,741 - mmaction - INFO - Epoch [28][680/1879] lr: 1.083e-01, eta: 7 days, 10:50:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6242, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.9812 2021-06-20 02:48:29,616 - mmaction - INFO - Epoch [28][700/1879] lr: 1.083e-01, eta: 7 days, 10:50:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6172, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.0179 2021-06-20 02:49:14,335 - mmaction - INFO - Epoch [28][720/1879] lr: 1.083e-01, eta: 7 days, 10:49:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6234, loss_cls: 2.8949, loss: 2.8949, grad_norm: 1.9913 2021-06-20 02:49:59,043 - mmaction - INFO - Epoch [28][740/1879] lr: 1.084e-01, eta: 7 days, 10:48:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6094, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.0191 2021-06-20 02:50:43,813 - mmaction - INFO - Epoch [28][760/1879] lr: 1.084e-01, eta: 7 days, 10:47:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.9028, loss: 2.9028, grad_norm: 2.0003 2021-06-20 02:51:28,572 - mmaction - INFO - Epoch [28][780/1879] lr: 1.084e-01, eta: 7 days, 10:47:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6090, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.9905 2021-06-20 02:52:13,263 - mmaction - INFO - Epoch [28][800/1879] lr: 1.085e-01, eta: 7 days, 10:46:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6273, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.9993 2021-06-20 02:52:58,023 - mmaction - INFO - Epoch [28][820/1879] lr: 1.085e-01, eta: 7 days, 10:45:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6051, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.9732 2021-06-20 02:53:42,830 - mmaction - INFO - Epoch [28][840/1879] lr: 1.086e-01, eta: 7 days, 10:44:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6145, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.9566 2021-06-20 02:54:27,691 - mmaction - INFO - Epoch [28][860/1879] lr: 1.086e-01, eta: 7 days, 10:43:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6270, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.9507 2021-06-20 02:55:12,595 - mmaction - INFO - Epoch [28][880/1879] lr: 1.086e-01, eta: 7 days, 10:43:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6098, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.9558 2021-06-20 02:55:57,440 - mmaction - INFO - Epoch [28][900/1879] lr: 1.087e-01, eta: 7 days, 10:42:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.9641 2021-06-20 02:56:42,347 - mmaction - INFO - Epoch [28][920/1879] lr: 1.087e-01, eta: 7 days, 10:41:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6273, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.0056 2021-06-20 02:57:27,100 - mmaction - INFO - Epoch [28][940/1879] lr: 1.087e-01, eta: 7 days, 10:40:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6176, loss_cls: 2.8750, loss: 2.8750, grad_norm: 2.0575 2021-06-20 02:58:11,880 - mmaction - INFO - Epoch [28][960/1879] lr: 1.088e-01, eta: 7 days, 10:40:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8320, loss: 2.8320, grad_norm: 1.9766 2021-06-20 02:58:56,560 - mmaction - INFO - Epoch [28][980/1879] lr: 1.088e-01, eta: 7 days, 10:39:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.9921 2021-06-20 02:59:41,327 - mmaction - INFO - Epoch [28][1000/1879] lr: 1.088e-01, eta: 7 days, 10:38:41, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6016, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.9822 2021-06-20 03:00:26,173 - mmaction - INFO - Epoch [28][1020/1879] lr: 1.089e-01, eta: 7 days, 10:37:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6121, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.9409 2021-06-20 03:01:11,049 - mmaction - INFO - Epoch [28][1040/1879] lr: 1.089e-01, eta: 7 days, 10:37:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6105, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.9818 2021-06-20 03:01:55,819 - mmaction - INFO - Epoch [28][1060/1879] lr: 1.089e-01, eta: 7 days, 10:36:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.9560 2021-06-20 03:02:40,593 - mmaction - INFO - Epoch [28][1080/1879] lr: 1.090e-01, eta: 7 days, 10:35:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9410, loss: 2.9410, grad_norm: 2.0168 2021-06-20 03:03:25,346 - mmaction - INFO - Epoch [28][1100/1879] lr: 1.090e-01, eta: 7 days, 10:34:54, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6074, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.9653 2021-06-20 03:04:10,262 - mmaction - INFO - Epoch [28][1120/1879] lr: 1.091e-01, eta: 7 days, 10:34:09, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6199, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.9917 2021-06-20 03:04:55,139 - mmaction - INFO - Epoch [28][1140/1879] lr: 1.091e-01, eta: 7 days, 10:33:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6246, loss_cls: 2.8556, loss: 2.8556, grad_norm: 1.9082 2021-06-20 03:05:39,770 - mmaction - INFO - Epoch [28][1160/1879] lr: 1.091e-01, eta: 7 days, 10:32:38, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5984, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.9411 2021-06-20 03:06:24,512 - mmaction - INFO - Epoch [28][1180/1879] lr: 1.092e-01, eta: 7 days, 10:31:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6066, loss_cls: 2.9455, loss: 2.9455, grad_norm: 1.9745 2021-06-20 03:07:09,324 - mmaction - INFO - Epoch [28][1200/1879] lr: 1.092e-01, eta: 7 days, 10:31:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.9182 2021-06-20 03:07:54,098 - mmaction - INFO - Epoch [28][1220/1879] lr: 1.092e-01, eta: 7 days, 10:30:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6301, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.9593 2021-06-20 03:08:38,821 - mmaction - INFO - Epoch [28][1240/1879] lr: 1.093e-01, eta: 7 days, 10:29:35, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6129, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.9255 2021-06-20 03:09:23,524 - mmaction - INFO - Epoch [28][1260/1879] lr: 1.093e-01, eta: 7 days, 10:28:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6176, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.9645 2021-06-20 03:10:08,284 - mmaction - INFO - Epoch [28][1280/1879] lr: 1.093e-01, eta: 7 days, 10:28:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9046, loss: 2.9046, grad_norm: 1.9485 2021-06-20 03:10:52,936 - mmaction - INFO - Epoch [28][1300/1879] lr: 1.094e-01, eta: 7 days, 10:27:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6129, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9740 2021-06-20 03:11:37,714 - mmaction - INFO - Epoch [28][1320/1879] lr: 1.094e-01, eta: 7 days, 10:26:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6016, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.9285 2021-06-20 03:12:22,507 - mmaction - INFO - Epoch [28][1340/1879] lr: 1.095e-01, eta: 7 days, 10:25:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6344, loss_cls: 2.8257, loss: 2.8257, grad_norm: 1.9595 2021-06-20 03:13:07,260 - mmaction - INFO - Epoch [28][1360/1879] lr: 1.095e-01, eta: 7 days, 10:25:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5914, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.9676 2021-06-20 03:13:52,026 - mmaction - INFO - Epoch [28][1380/1879] lr: 1.095e-01, eta: 7 days, 10:24:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6211, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.9698 2021-06-20 03:14:36,724 - mmaction - INFO - Epoch [28][1400/1879] lr: 1.096e-01, eta: 7 days, 10:23:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6207, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.8924 2021-06-20 03:15:21,471 - mmaction - INFO - Epoch [28][1420/1879] lr: 1.096e-01, eta: 7 days, 10:22:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6164, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.9734 2021-06-20 03:16:06,369 - mmaction - INFO - Epoch [28][1440/1879] lr: 1.096e-01, eta: 7 days, 10:21:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6125, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.9202 2021-06-20 03:16:51,167 - mmaction - INFO - Epoch [28][1460/1879] lr: 1.097e-01, eta: 7 days, 10:21:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6184, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.9509 2021-06-20 03:17:35,917 - mmaction - INFO - Epoch [28][1480/1879] lr: 1.097e-01, eta: 7 days, 10:20:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.9754 2021-06-20 03:18:20,696 - mmaction - INFO - Epoch [28][1500/1879] lr: 1.097e-01, eta: 7 days, 10:19:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6191, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.9465 2021-06-20 03:19:05,551 - mmaction - INFO - Epoch [28][1520/1879] lr: 1.098e-01, eta: 7 days, 10:18:57, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6148, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.9551 2021-06-20 03:19:50,365 - mmaction - INFO - Epoch [28][1540/1879] lr: 1.098e-01, eta: 7 days, 10:18:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6125, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.9730 2021-06-20 03:20:35,064 - mmaction - INFO - Epoch [28][1560/1879] lr: 1.099e-01, eta: 7 days, 10:17:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6176, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.9440 2021-06-20 03:21:19,857 - mmaction - INFO - Epoch [28][1580/1879] lr: 1.099e-01, eta: 7 days, 10:16:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6184, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.9184 2021-06-20 03:22:04,721 - mmaction - INFO - Epoch [28][1600/1879] lr: 1.099e-01, eta: 7 days, 10:15:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6105, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.0053 2021-06-20 03:22:49,539 - mmaction - INFO - Epoch [28][1620/1879] lr: 1.100e-01, eta: 7 days, 10:15:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6145, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.0016 2021-06-20 03:23:34,213 - mmaction - INFO - Epoch [28][1640/1879] lr: 1.100e-01, eta: 7 days, 10:14:24, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.9792 2021-06-20 03:24:18,959 - mmaction - INFO - Epoch [28][1660/1879] lr: 1.100e-01, eta: 7 days, 10:13:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.0356 2021-06-20 03:25:03,706 - mmaction - INFO - Epoch [28][1680/1879] lr: 1.101e-01, eta: 7 days, 10:12:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.9462 2021-06-20 03:25:48,514 - mmaction - INFO - Epoch [28][1700/1879] lr: 1.101e-01, eta: 7 days, 10:12:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6098, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.9731 2021-06-20 03:26:33,379 - mmaction - INFO - Epoch [28][1720/1879] lr: 1.101e-01, eta: 7 days, 10:11:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6230, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.9635 2021-06-20 03:27:18,132 - mmaction - INFO - Epoch [28][1740/1879] lr: 1.102e-01, eta: 7 days, 10:10:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6215, loss_cls: 2.8706, loss: 2.8706, grad_norm: 1.9324 2021-06-20 03:28:02,946 - mmaction - INFO - Epoch [28][1760/1879] lr: 1.102e-01, eta: 7 days, 10:09:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3355, top5_acc: 0.6129, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.9514 2021-06-20 03:28:47,629 - mmaction - INFO - Epoch [28][1780/1879] lr: 1.103e-01, eta: 7 days, 10:09:05, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6043, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.9504 2021-06-20 03:29:32,488 - mmaction - INFO - Epoch [28][1800/1879] lr: 1.103e-01, eta: 7 days, 10:08:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6266, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.9550 2021-06-20 03:30:17,353 - mmaction - INFO - Epoch [28][1820/1879] lr: 1.103e-01, eta: 7 days, 10:07:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6227, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.9421 2021-06-20 03:31:02,210 - mmaction - INFO - Epoch [28][1840/1879] lr: 1.104e-01, eta: 7 days, 10:06:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6043, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.9632 2021-06-20 03:31:46,965 - mmaction - INFO - Epoch [28][1860/1879] lr: 1.104e-01, eta: 7 days, 10:06:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5996, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.9601 2021-06-20 03:32:29,893 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-06-20 03:34:21,443 - mmaction - INFO - Epoch [29][20/1879] lr: 1.100e-01, eta: 7 days, 10:06:43, time: 5.548, data_time: 2.085, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6402, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.9616 2021-06-20 03:35:06,370 - mmaction - INFO - Epoch [29][40/1879] lr: 1.100e-01, eta: 7 days, 10:05:58, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6332, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9473 2021-06-20 03:35:51,239 - mmaction - INFO - Epoch [29][60/1879] lr: 1.101e-01, eta: 7 days, 10:05:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6180, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.8912 2021-06-20 03:36:36,064 - mmaction - INFO - Epoch [29][80/1879] lr: 1.101e-01, eta: 7 days, 10:04:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6234, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.9687 2021-06-20 03:37:20,984 - mmaction - INFO - Epoch [29][100/1879] lr: 1.101e-01, eta: 7 days, 10:03:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6285, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.9683 2021-06-20 03:38:05,920 - mmaction - INFO - Epoch [29][120/1879] lr: 1.102e-01, eta: 7 days, 10:02:58, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6293, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.9826 2021-06-20 03:38:50,795 - mmaction - INFO - Epoch [29][140/1879] lr: 1.102e-01, eta: 7 days, 10:02:13, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6078, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.9882 2021-06-20 03:39:35,568 - mmaction - INFO - Epoch [29][160/1879] lr: 1.103e-01, eta: 7 days, 10:01:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6105, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.9915 2021-06-20 03:40:20,402 - mmaction - INFO - Epoch [29][180/1879] lr: 1.103e-01, eta: 7 days, 10:00:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6137, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.9607 2021-06-20 03:41:05,374 - mmaction - INFO - Epoch [29][200/1879] lr: 1.103e-01, eta: 7 days, 9:59:58, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6137, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9683 2021-06-20 03:41:50,353 - mmaction - INFO - Epoch [29][220/1879] lr: 1.104e-01, eta: 7 days, 9:59:13, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6289, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.9175 2021-06-20 03:42:35,347 - mmaction - INFO - Epoch [29][240/1879] lr: 1.104e-01, eta: 7 days, 9:58:29, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6328, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.9663 2021-06-20 03:43:20,248 - mmaction - INFO - Epoch [29][260/1879] lr: 1.104e-01, eta: 7 days, 9:57:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6090, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.9728 2021-06-20 03:44:05,080 - mmaction - INFO - Epoch [29][280/1879] lr: 1.105e-01, eta: 7 days, 9:56:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6109, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9753 2021-06-20 03:44:50,024 - mmaction - INFO - Epoch [29][300/1879] lr: 1.105e-01, eta: 7 days, 9:56:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6207, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.9261 2021-06-20 03:45:34,848 - mmaction - INFO - Epoch [29][320/1879] lr: 1.105e-01, eta: 7 days, 9:55:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6309, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.9568 2021-06-20 03:46:19,613 - mmaction - INFO - Epoch [29][340/1879] lr: 1.106e-01, eta: 7 days, 9:54:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6211, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.9507 2021-06-20 03:47:04,382 - mmaction - INFO - Epoch [29][360/1879] lr: 1.106e-01, eta: 7 days, 9:53:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6176, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.9917 2021-06-20 03:47:49,121 - mmaction - INFO - Epoch [29][380/1879] lr: 1.106e-01, eta: 7 days, 9:53:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6105, loss_cls: 2.9419, loss: 2.9419, grad_norm: 1.9718 2021-06-20 03:48:33,914 - mmaction - INFO - Epoch [29][400/1879] lr: 1.107e-01, eta: 7 days, 9:52:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6254, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.9513 2021-06-20 03:49:18,813 - mmaction - INFO - Epoch [29][420/1879] lr: 1.107e-01, eta: 7 days, 9:51:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6176, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.9492 2021-06-20 03:50:03,569 - mmaction - INFO - Epoch [29][440/1879] lr: 1.108e-01, eta: 7 days, 9:50:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6129, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.9313 2021-06-20 03:50:48,456 - mmaction - INFO - Epoch [29][460/1879] lr: 1.108e-01, eta: 7 days, 9:50:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6070, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9502 2021-06-20 03:51:33,294 - mmaction - INFO - Epoch [29][480/1879] lr: 1.108e-01, eta: 7 days, 9:49:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.8851 2021-06-20 03:52:18,116 - mmaction - INFO - Epoch [29][500/1879] lr: 1.109e-01, eta: 7 days, 9:48:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6156, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.0015 2021-06-20 03:53:03,016 - mmaction - INFO - Epoch [29][520/1879] lr: 1.109e-01, eta: 7 days, 9:47:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6074, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.9830 2021-06-20 03:53:47,886 - mmaction - INFO - Epoch [29][540/1879] lr: 1.109e-01, eta: 7 days, 9:47:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6098, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.9691 2021-06-20 03:54:32,783 - mmaction - INFO - Epoch [29][560/1879] lr: 1.110e-01, eta: 7 days, 9:46:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6066, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.9194 2021-06-20 03:55:17,739 - mmaction - INFO - Epoch [29][580/1879] lr: 1.110e-01, eta: 7 days, 9:45:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6117, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.9267 2021-06-20 03:56:02,601 - mmaction - INFO - Epoch [29][600/1879] lr: 1.110e-01, eta: 7 days, 9:44:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6020, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.9595 2021-06-20 03:56:47,465 - mmaction - INFO - Epoch [29][620/1879] lr: 1.111e-01, eta: 7 days, 9:44:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6262, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.0063 2021-06-20 03:57:32,366 - mmaction - INFO - Epoch [29][640/1879] lr: 1.111e-01, eta: 7 days, 9:43:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9591 2021-06-20 03:58:17,248 - mmaction - INFO - Epoch [29][660/1879] lr: 1.112e-01, eta: 7 days, 9:42:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6230, loss_cls: 2.8493, loss: 2.8493, grad_norm: 1.9376 2021-06-20 03:59:02,091 - mmaction - INFO - Epoch [29][680/1879] lr: 1.112e-01, eta: 7 days, 9:41:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6199, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9944 2021-06-20 03:59:47,061 - mmaction - INFO - Epoch [29][700/1879] lr: 1.112e-01, eta: 7 days, 9:41:10, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6051, loss_cls: 2.9209, loss: 2.9209, grad_norm: 2.0045 2021-06-20 04:00:31,907 - mmaction - INFO - Epoch [29][720/1879] lr: 1.113e-01, eta: 7 days, 9:40:25, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6262, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.9609 2021-06-20 04:01:16,662 - mmaction - INFO - Epoch [29][740/1879] lr: 1.113e-01, eta: 7 days, 9:39:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6137, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.9885 2021-06-20 04:02:01,416 - mmaction - INFO - Epoch [29][760/1879] lr: 1.113e-01, eta: 7 days, 9:38:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6238, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.9937 2021-06-20 04:02:46,298 - mmaction - INFO - Epoch [29][780/1879] lr: 1.114e-01, eta: 7 days, 9:38:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.9217 2021-06-20 04:03:31,022 - mmaction - INFO - Epoch [29][800/1879] lr: 1.114e-01, eta: 7 days, 9:37:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6180, loss_cls: 2.9189, loss: 2.9189, grad_norm: 1.9581 2021-06-20 04:04:15,883 - mmaction - INFO - Epoch [29][820/1879] lr: 1.114e-01, eta: 7 days, 9:36:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6098, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.9533 2021-06-20 04:05:00,717 - mmaction - INFO - Epoch [29][840/1879] lr: 1.115e-01, eta: 7 days, 9:35:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6152, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.9017 2021-06-20 04:05:45,562 - mmaction - INFO - Epoch [29][860/1879] lr: 1.115e-01, eta: 7 days, 9:35:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6152, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.9414 2021-06-20 04:06:30,446 - mmaction - INFO - Epoch [29][880/1879] lr: 1.115e-01, eta: 7 days, 9:34:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6215, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.9376 2021-06-20 04:07:15,399 - mmaction - INFO - Epoch [29][900/1879] lr: 1.116e-01, eta: 7 days, 9:33:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6230, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.9905 2021-06-20 04:08:00,172 - mmaction - INFO - Epoch [29][920/1879] lr: 1.116e-01, eta: 7 days, 9:32:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6238, loss_cls: 2.8822, loss: 2.8822, grad_norm: 1.9500 2021-06-20 04:08:45,115 - mmaction - INFO - Epoch [29][940/1879] lr: 1.117e-01, eta: 7 days, 9:32:07, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6254, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9090 2021-06-20 04:09:30,002 - mmaction - INFO - Epoch [29][960/1879] lr: 1.117e-01, eta: 7 days, 9:31:22, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6188, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.9651 2021-06-20 04:10:14,790 - mmaction - INFO - Epoch [29][980/1879] lr: 1.117e-01, eta: 7 days, 9:30:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6059, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.9876 2021-06-20 04:10:59,534 - mmaction - INFO - Epoch [29][1000/1879] lr: 1.118e-01, eta: 7 days, 9:29:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.9476 2021-06-20 04:11:44,363 - mmaction - INFO - Epoch [29][1020/1879] lr: 1.118e-01, eta: 7 days, 9:29:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6227, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.0101 2021-06-20 04:12:29,170 - mmaction - INFO - Epoch [29][1040/1879] lr: 1.118e-01, eta: 7 days, 9:28:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6016, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.9536 2021-06-20 04:13:13,918 - mmaction - INFO - Epoch [29][1060/1879] lr: 1.119e-01, eta: 7 days, 9:27:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.9254, loss: 2.9254, grad_norm: 1.9877 2021-06-20 04:13:58,803 - mmaction - INFO - Epoch [29][1080/1879] lr: 1.119e-01, eta: 7 days, 9:26:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.9441 2021-06-20 04:14:43,690 - mmaction - INFO - Epoch [29][1100/1879] lr: 1.119e-01, eta: 7 days, 9:26:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6152, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.9683 2021-06-20 04:15:28,480 - mmaction - INFO - Epoch [29][1120/1879] lr: 1.120e-01, eta: 7 days, 9:25:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6203, loss_cls: 2.9017, loss: 2.9017, grad_norm: 1.9700 2021-06-20 04:16:13,236 - mmaction - INFO - Epoch [29][1140/1879] lr: 1.120e-01, eta: 7 days, 9:24:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.9689 2021-06-20 04:16:58,132 - mmaction - INFO - Epoch [29][1160/1879] lr: 1.121e-01, eta: 7 days, 9:23:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6262, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.9442 2021-06-20 04:17:43,010 - mmaction - INFO - Epoch [29][1180/1879] lr: 1.121e-01, eta: 7 days, 9:23:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6105, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.9226 2021-06-20 04:18:27,740 - mmaction - INFO - Epoch [29][1200/1879] lr: 1.121e-01, eta: 7 days, 9:22:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.9526 2021-06-20 04:19:12,549 - mmaction - INFO - Epoch [29][1220/1879] lr: 1.122e-01, eta: 7 days, 9:21:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6293, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.9720 2021-06-20 04:19:57,238 - mmaction - INFO - Epoch [29][1240/1879] lr: 1.122e-01, eta: 7 days, 9:20:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6238, loss_cls: 2.8289, loss: 2.8289, grad_norm: 1.9846 2021-06-20 04:20:41,888 - mmaction - INFO - Epoch [29][1260/1879] lr: 1.122e-01, eta: 7 days, 9:20:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6023, loss_cls: 2.9693, loss: 2.9693, grad_norm: 2.0042 2021-06-20 04:21:26,653 - mmaction - INFO - Epoch [29][1280/1879] lr: 1.123e-01, eta: 7 days, 9:19:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.9114 2021-06-20 04:22:11,363 - mmaction - INFO - Epoch [29][1300/1879] lr: 1.123e-01, eta: 7 days, 9:18:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6113, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.9411 2021-06-20 04:22:56,155 - mmaction - INFO - Epoch [29][1320/1879] lr: 1.123e-01, eta: 7 days, 9:17:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6004, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.9497 2021-06-20 04:23:40,811 - mmaction - INFO - Epoch [29][1340/1879] lr: 1.124e-01, eta: 7 days, 9:16:57, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6223, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.9610 2021-06-20 04:24:25,602 - mmaction - INFO - Epoch [29][1360/1879] lr: 1.124e-01, eta: 7 days, 9:16:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6121, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.9522 2021-06-20 04:25:10,435 - mmaction - INFO - Epoch [29][1380/1879] lr: 1.125e-01, eta: 7 days, 9:15:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6250, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.8834 2021-06-20 04:25:55,318 - mmaction - INFO - Epoch [29][1400/1879] lr: 1.125e-01, eta: 7 days, 9:14:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.9153 2021-06-20 04:26:40,189 - mmaction - INFO - Epoch [29][1420/1879] lr: 1.125e-01, eta: 7 days, 9:13:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6246, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.9496 2021-06-20 04:27:25,040 - mmaction - INFO - Epoch [29][1440/1879] lr: 1.126e-01, eta: 7 days, 9:13:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9711 2021-06-20 04:28:09,821 - mmaction - INFO - Epoch [29][1460/1879] lr: 1.126e-01, eta: 7 days, 9:12:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6152, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.9251 2021-06-20 04:28:54,612 - mmaction - INFO - Epoch [29][1480/1879] lr: 1.126e-01, eta: 7 days, 9:11:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6324, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.9251 2021-06-20 04:29:39,451 - mmaction - INFO - Epoch [29][1500/1879] lr: 1.127e-01, eta: 7 days, 9:10:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6199, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.0133 2021-06-20 04:30:24,266 - mmaction - INFO - Epoch [29][1520/1879] lr: 1.127e-01, eta: 7 days, 9:10:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6203, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.9539 2021-06-20 04:31:09,262 - mmaction - INFO - Epoch [29][1540/1879] lr: 1.127e-01, eta: 7 days, 9:09:25, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6156, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.9363 2021-06-20 04:31:54,092 - mmaction - INFO - Epoch [29][1560/1879] lr: 1.128e-01, eta: 7 days, 9:08:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6270, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.9092 2021-06-20 04:32:38,935 - mmaction - INFO - Epoch [29][1580/1879] lr: 1.128e-01, eta: 7 days, 9:07:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6109, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.9791 2021-06-20 04:33:23,762 - mmaction - INFO - Epoch [29][1600/1879] lr: 1.128e-01, eta: 7 days, 9:07:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8593, loss: 2.8593, grad_norm: 1.9637 2021-06-20 04:34:08,610 - mmaction - INFO - Epoch [29][1620/1879] lr: 1.129e-01, eta: 7 days, 9:06:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6031, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.9497 2021-06-20 04:34:53,453 - mmaction - INFO - Epoch [29][1640/1879] lr: 1.129e-01, eta: 7 days, 9:05:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6160, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.9644 2021-06-20 04:35:38,339 - mmaction - INFO - Epoch [29][1660/1879] lr: 1.130e-01, eta: 7 days, 9:04:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6234, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.0403 2021-06-20 04:36:23,258 - mmaction - INFO - Epoch [29][1680/1879] lr: 1.130e-01, eta: 7 days, 9:04:09, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6160, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.9184 2021-06-20 04:37:08,039 - mmaction - INFO - Epoch [29][1700/1879] lr: 1.130e-01, eta: 7 days, 9:03:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.0026 2021-06-20 04:37:52,858 - mmaction - INFO - Epoch [29][1720/1879] lr: 1.131e-01, eta: 7 days, 9:02:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6160, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.9730 2021-06-20 04:38:37,680 - mmaction - INFO - Epoch [29][1740/1879] lr: 1.131e-01, eta: 7 days, 9:01:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.9601 2021-06-20 04:39:22,488 - mmaction - INFO - Epoch [29][1760/1879] lr: 1.131e-01, eta: 7 days, 9:01:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6227, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.9841 2021-06-20 04:40:07,304 - mmaction - INFO - Epoch [29][1780/1879] lr: 1.132e-01, eta: 7 days, 9:00:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.5934, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.9537 2021-06-20 04:40:52,125 - mmaction - INFO - Epoch [29][1800/1879] lr: 1.132e-01, eta: 7 days, 8:59:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.9391 2021-06-20 04:41:36,978 - mmaction - INFO - Epoch [29][1820/1879] lr: 1.132e-01, eta: 7 days, 8:58:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.8783, loss: 2.8783, grad_norm: 1.9838 2021-06-20 04:42:21,912 - mmaction - INFO - Epoch [29][1840/1879] lr: 1.133e-01, eta: 7 days, 8:58:07, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6191, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.9415 2021-06-20 04:43:06,742 - mmaction - INFO - Epoch [29][1860/1879] lr: 1.133e-01, eta: 7 days, 8:57:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6242, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.9843 2021-06-20 04:43:49,770 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-06-20 04:45:19,967 - mmaction - INFO - Epoch [30][20/1879] lr: 1.129e-01, eta: 7 days, 8:56:05, time: 4.486, data_time: 2.147, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6230, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.9509 2021-06-20 04:46:04,791 - mmaction - INFO - Epoch [30][40/1879] lr: 1.129e-01, eta: 7 days, 8:55:20, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6129, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.9481 2021-06-20 04:46:49,723 - mmaction - INFO - Epoch [30][60/1879] lr: 1.130e-01, eta: 7 days, 8:54:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6090, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9645 2021-06-20 04:47:34,601 - mmaction - INFO - Epoch [30][80/1879] lr: 1.130e-01, eta: 7 days, 8:53:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6336, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.9520 2021-06-20 04:48:19,622 - mmaction - INFO - Epoch [30][100/1879] lr: 1.130e-01, eta: 7 days, 8:53:06, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6070, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.0097 2021-06-20 04:49:04,424 - mmaction - INFO - Epoch [30][120/1879] lr: 1.131e-01, eta: 7 days, 8:52:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6238, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.9104 2021-06-20 04:49:49,208 - mmaction - INFO - Epoch [30][140/1879] lr: 1.131e-01, eta: 7 days, 8:51:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6305, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.9956 2021-06-20 04:50:34,120 - mmaction - INFO - Epoch [30][160/1879] lr: 1.131e-01, eta: 7 days, 8:50:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6199, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.0192 2021-06-20 04:51:18,924 - mmaction - INFO - Epoch [30][180/1879] lr: 1.132e-01, eta: 7 days, 8:50:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6191, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.9503 2021-06-20 04:52:03,827 - mmaction - INFO - Epoch [30][200/1879] lr: 1.132e-01, eta: 7 days, 8:49:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.9262 2021-06-20 04:52:48,748 - mmaction - INFO - Epoch [30][220/1879] lr: 1.132e-01, eta: 7 days, 8:48:35, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8216, loss: 2.8216, grad_norm: 2.0067 2021-06-20 04:53:33,612 - mmaction - INFO - Epoch [30][240/1879] lr: 1.133e-01, eta: 7 days, 8:47:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.9593 2021-06-20 04:54:18,425 - mmaction - INFO - Epoch [30][260/1879] lr: 1.133e-01, eta: 7 days, 8:47:04, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6309, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.9082 2021-06-20 04:55:03,377 - mmaction - INFO - Epoch [30][280/1879] lr: 1.134e-01, eta: 7 days, 8:46:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6301, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.0021 2021-06-20 04:55:48,266 - mmaction - INFO - Epoch [30][300/1879] lr: 1.134e-01, eta: 7 days, 8:45:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6336, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.9107 2021-06-20 04:56:33,273 - mmaction - INFO - Epoch [30][320/1879] lr: 1.134e-01, eta: 7 days, 8:44:50, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6270, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.9754 2021-06-20 04:57:18,012 - mmaction - INFO - Epoch [30][340/1879] lr: 1.135e-01, eta: 7 days, 8:44:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3359, top5_acc: 0.6156, loss_cls: 2.9254, loss: 2.9254, grad_norm: 1.9522 2021-06-20 04:58:02,917 - mmaction - INFO - Epoch [30][360/1879] lr: 1.135e-01, eta: 7 days, 8:43:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6188, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.9287 2021-06-20 04:58:47,722 - mmaction - INFO - Epoch [30][380/1879] lr: 1.135e-01, eta: 7 days, 8:42:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6242, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.0207 2021-06-20 04:59:32,583 - mmaction - INFO - Epoch [30][400/1879] lr: 1.136e-01, eta: 7 days, 8:41:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6230, loss_cls: 2.8666, loss: 2.8666, grad_norm: 1.9997 2021-06-20 05:00:17,391 - mmaction - INFO - Epoch [30][420/1879] lr: 1.136e-01, eta: 7 days, 8:41:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6145, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9755 2021-06-20 05:01:02,197 - mmaction - INFO - Epoch [30][440/1879] lr: 1.136e-01, eta: 7 days, 8:40:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.9310 2021-06-20 05:01:47,060 - mmaction - INFO - Epoch [30][460/1879] lr: 1.137e-01, eta: 7 days, 8:39:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6191, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.9433 2021-06-20 05:02:31,812 - mmaction - INFO - Epoch [30][480/1879] lr: 1.137e-01, eta: 7 days, 8:38:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.6000, loss_cls: 3.0010, loss: 3.0010, grad_norm: 1.9663 2021-06-20 05:03:16,784 - mmaction - INFO - Epoch [30][500/1879] lr: 1.137e-01, eta: 7 days, 8:38:03, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6262, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.9521 2021-06-20 05:04:01,620 - mmaction - INFO - Epoch [30][520/1879] lr: 1.138e-01, eta: 7 days, 8:37:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6199, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.9627 2021-06-20 05:04:46,430 - mmaction - INFO - Epoch [30][540/1879] lr: 1.138e-01, eta: 7 days, 8:36:32, time: 2.241, data_time: 0.005, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6270, loss_cls: 2.8372, loss: 2.8372, grad_norm: 1.9654 2021-06-20 05:05:31,401 - mmaction - INFO - Epoch [30][560/1879] lr: 1.139e-01, eta: 7 days, 8:35:48, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6293, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.8868 2021-06-20 05:06:16,307 - mmaction - INFO - Epoch [30][580/1879] lr: 1.139e-01, eta: 7 days, 8:35:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.9131 2021-06-20 05:07:01,138 - mmaction - INFO - Epoch [30][600/1879] lr: 1.139e-01, eta: 7 days, 8:34:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6328, loss_cls: 2.8042, loss: 2.8042, grad_norm: 1.9664 2021-06-20 05:07:46,008 - mmaction - INFO - Epoch [30][620/1879] lr: 1.140e-01, eta: 7 days, 8:33:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.9906 2021-06-20 05:08:30,822 - mmaction - INFO - Epoch [30][640/1879] lr: 1.140e-01, eta: 7 days, 8:32:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3375, top5_acc: 0.6047, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.9496 2021-06-20 05:09:15,609 - mmaction - INFO - Epoch [30][660/1879] lr: 1.140e-01, eta: 7 days, 8:32:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6277, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.9625 2021-06-20 05:10:00,403 - mmaction - INFO - Epoch [30][680/1879] lr: 1.141e-01, eta: 7 days, 8:31:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6191, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.0030 2021-06-20 05:10:45,171 - mmaction - INFO - Epoch [30][700/1879] lr: 1.141e-01, eta: 7 days, 8:30:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6148, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.9376 2021-06-20 05:11:29,943 - mmaction - INFO - Epoch [30][720/1879] lr: 1.141e-01, eta: 7 days, 8:29:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6199, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.9035 2021-06-20 05:12:14,915 - mmaction - INFO - Epoch [30][740/1879] lr: 1.142e-01, eta: 7 days, 8:29:01, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6172, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.9711 2021-06-20 05:12:59,796 - mmaction - INFO - Epoch [30][760/1879] lr: 1.142e-01, eta: 7 days, 8:28:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.8254, loss: 2.8254, grad_norm: 1.9690 2021-06-20 05:13:44,570 - mmaction - INFO - Epoch [30][780/1879] lr: 1.143e-01, eta: 7 days, 8:27:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6176, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.9602 2021-06-20 05:14:29,355 - mmaction - INFO - Epoch [30][800/1879] lr: 1.143e-01, eta: 7 days, 8:26:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6137, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9667 2021-06-20 05:15:14,107 - mmaction - INFO - Epoch [30][820/1879] lr: 1.143e-01, eta: 7 days, 8:25:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6078, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.0065 2021-06-20 05:15:58,915 - mmaction - INFO - Epoch [30][840/1879] lr: 1.144e-01, eta: 7 days, 8:25:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.9871 2021-06-20 05:16:43,621 - mmaction - INFO - Epoch [30][860/1879] lr: 1.144e-01, eta: 7 days, 8:24:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6137, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.9873 2021-06-20 05:17:28,516 - mmaction - INFO - Epoch [30][880/1879] lr: 1.144e-01, eta: 7 days, 8:23:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6242, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.9826 2021-06-20 05:18:13,203 - mmaction - INFO - Epoch [30][900/1879] lr: 1.145e-01, eta: 7 days, 8:22:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6129, loss_cls: 2.9060, loss: 2.9060, grad_norm: 1.8635 2021-06-20 05:18:57,984 - mmaction - INFO - Epoch [30][920/1879] lr: 1.145e-01, eta: 7 days, 8:22:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6309, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.9388 2021-06-20 05:19:42,791 - mmaction - INFO - Epoch [30][940/1879] lr: 1.145e-01, eta: 7 days, 8:21:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6078, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.9102 2021-06-20 05:20:27,519 - mmaction - INFO - Epoch [30][960/1879] lr: 1.146e-01, eta: 7 days, 8:20:40, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.9396 2021-06-20 05:21:12,337 - mmaction - INFO - Epoch [30][980/1879] lr: 1.146e-01, eta: 7 days, 8:19:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6066, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.9265 2021-06-20 05:21:57,139 - mmaction - INFO - Epoch [30][1000/1879] lr: 1.146e-01, eta: 7 days, 8:19:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6082, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.9674 2021-06-20 05:22:42,131 - mmaction - INFO - Epoch [30][1020/1879] lr: 1.147e-01, eta: 7 days, 8:18:25, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6121, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.9463 2021-06-20 05:23:26,955 - mmaction - INFO - Epoch [30][1040/1879] lr: 1.147e-01, eta: 7 days, 8:17:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.8550, loss: 2.8550, grad_norm: 1.9568 2021-06-20 05:24:11,789 - mmaction - INFO - Epoch [30][1060/1879] lr: 1.148e-01, eta: 7 days, 8:16:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6168, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.9074 2021-06-20 05:24:56,649 - mmaction - INFO - Epoch [30][1080/1879] lr: 1.148e-01, eta: 7 days, 8:16:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.9855 2021-06-20 05:25:41,445 - mmaction - INFO - Epoch [30][1100/1879] lr: 1.148e-01, eta: 7 days, 8:15:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6027, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.9573 2021-06-20 05:26:26,158 - mmaction - INFO - Epoch [30][1120/1879] lr: 1.149e-01, eta: 7 days, 8:14:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6211, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.9724 2021-06-20 05:27:10,931 - mmaction - INFO - Epoch [30][1140/1879] lr: 1.149e-01, eta: 7 days, 8:13:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6051, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.9960 2021-06-20 05:27:55,679 - mmaction - INFO - Epoch [30][1160/1879] lr: 1.149e-01, eta: 7 days, 8:13:07, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6160, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.9678 2021-06-20 05:28:40,520 - mmaction - INFO - Epoch [30][1180/1879] lr: 1.150e-01, eta: 7 days, 8:12:21, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6164, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.9652 2021-06-20 05:29:25,363 - mmaction - INFO - Epoch [30][1200/1879] lr: 1.150e-01, eta: 7 days, 8:11:36, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6199, loss_cls: 2.8098, loss: 2.8098, grad_norm: 1.9866 2021-06-20 05:30:10,091 - mmaction - INFO - Epoch [30][1220/1879] lr: 1.150e-01, eta: 7 days, 8:10:50, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5992, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.9727 2021-06-20 05:30:54,892 - mmaction - INFO - Epoch [30][1240/1879] lr: 1.151e-01, eta: 7 days, 8:10:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6301, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.9833 2021-06-20 05:31:39,815 - mmaction - INFO - Epoch [30][1260/1879] lr: 1.151e-01, eta: 7 days, 8:09:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7857, loss: 2.7857, grad_norm: 1.9606 2021-06-20 05:32:24,564 - mmaction - INFO - Epoch [30][1280/1879] lr: 1.151e-01, eta: 7 days, 8:08:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6105, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.9169 2021-06-20 05:33:09,409 - mmaction - INFO - Epoch [30][1300/1879] lr: 1.152e-01, eta: 7 days, 8:07:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6199, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9497 2021-06-20 05:33:54,293 - mmaction - INFO - Epoch [30][1320/1879] lr: 1.152e-01, eta: 7 days, 8:07:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6129, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.9656 2021-06-20 05:34:39,040 - mmaction - INFO - Epoch [30][1340/1879] lr: 1.153e-01, eta: 7 days, 8:06:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6035, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.9969 2021-06-20 05:35:23,702 - mmaction - INFO - Epoch [30][1360/1879] lr: 1.153e-01, eta: 7 days, 8:05:33, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.9406 2021-06-20 05:36:08,511 - mmaction - INFO - Epoch [30][1380/1879] lr: 1.153e-01, eta: 7 days, 8:04:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6070, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.9620 2021-06-20 05:36:53,271 - mmaction - INFO - Epoch [30][1400/1879] lr: 1.154e-01, eta: 7 days, 8:04:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.9131 2021-06-20 05:37:37,848 - mmaction - INFO - Epoch [30][1420/1879] lr: 1.154e-01, eta: 7 days, 8:03:15, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6324, loss_cls: 2.7967, loss: 2.7967, grad_norm: 1.9944 2021-06-20 05:38:22,516 - mmaction - INFO - Epoch [30][1440/1879] lr: 1.154e-01, eta: 7 days, 8:02:29, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6324, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.0050 2021-06-20 05:39:07,400 - mmaction - INFO - Epoch [30][1460/1879] lr: 1.155e-01, eta: 7 days, 8:01:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6090, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.9451 2021-06-20 05:39:52,236 - mmaction - INFO - Epoch [30][1480/1879] lr: 1.155e-01, eta: 7 days, 8:00:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6188, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.9572 2021-06-20 05:40:37,064 - mmaction - INFO - Epoch [30][1500/1879] lr: 1.155e-01, eta: 7 days, 8:00:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6031, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.0628 2021-06-20 05:41:21,720 - mmaction - INFO - Epoch [30][1520/1879] lr: 1.156e-01, eta: 7 days, 7:59:27, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3406, top5_acc: 0.6145, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.9441 2021-06-20 05:42:06,417 - mmaction - INFO - Epoch [30][1540/1879] lr: 1.156e-01, eta: 7 days, 7:58:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.9003 2021-06-20 05:42:51,246 - mmaction - INFO - Epoch [30][1560/1879] lr: 1.157e-01, eta: 7 days, 7:57:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6141, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.9598 2021-06-20 05:43:36,048 - mmaction - INFO - Epoch [30][1580/1879] lr: 1.157e-01, eta: 7 days, 7:57:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.9614 2021-06-20 05:44:20,861 - mmaction - INFO - Epoch [30][1600/1879] lr: 1.157e-01, eta: 7 days, 7:56:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6188, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.8786 2021-06-20 05:45:05,647 - mmaction - INFO - Epoch [30][1620/1879] lr: 1.158e-01, eta: 7 days, 7:55:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6070, loss_cls: 2.9281, loss: 2.9281, grad_norm: 1.9503 2021-06-20 05:45:50,549 - mmaction - INFO - Epoch [30][1640/1879] lr: 1.158e-01, eta: 7 days, 7:54:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6062, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.9367 2021-06-20 05:46:35,246 - mmaction - INFO - Epoch [30][1660/1879] lr: 1.158e-01, eta: 7 days, 7:54:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6227, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.9235 2021-06-20 05:47:20,045 - mmaction - INFO - Epoch [30][1680/1879] lr: 1.159e-01, eta: 7 days, 7:53:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6223, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.9399 2021-06-20 05:48:04,814 - mmaction - INFO - Epoch [30][1700/1879] lr: 1.159e-01, eta: 7 days, 7:52:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6055, loss_cls: 2.9046, loss: 2.9046, grad_norm: 1.8964 2021-06-20 05:48:49,662 - mmaction - INFO - Epoch [30][1720/1879] lr: 1.159e-01, eta: 7 days, 7:51:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6137, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.9820 2021-06-20 05:49:34,453 - mmaction - INFO - Epoch [30][1740/1879] lr: 1.160e-01, eta: 7 days, 7:51:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6117, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.9500 2021-06-20 05:50:19,294 - mmaction - INFO - Epoch [30][1760/1879] lr: 1.160e-01, eta: 7 days, 7:50:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6074, loss_cls: 2.9571, loss: 2.9571, grad_norm: 1.9514 2021-06-20 05:51:04,066 - mmaction - INFO - Epoch [30][1780/1879] lr: 1.160e-01, eta: 7 days, 7:49:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6148, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.9640 2021-06-20 05:51:48,828 - mmaction - INFO - Epoch [30][1800/1879] lr: 1.161e-01, eta: 7 days, 7:48:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6145, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.9057 2021-06-20 05:52:33,697 - mmaction - INFO - Epoch [30][1820/1879] lr: 1.161e-01, eta: 7 days, 7:48:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6047, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.8934 2021-06-20 05:53:18,482 - mmaction - INFO - Epoch [30][1840/1879] lr: 1.162e-01, eta: 7 days, 7:47:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6070, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.9459 2021-06-20 05:54:03,144 - mmaction - INFO - Epoch [30][1860/1879] lr: 1.162e-01, eta: 7 days, 7:46:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6141, loss_cls: 2.9335, loss: 2.9335, grad_norm: 1.9289 2021-06-20 05:54:46,184 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-06-20 05:56:16,086 - mmaction - INFO - Epoch [31][20/1879] lr: 1.157e-01, eta: 7 days, 7:45:17, time: 4.481, data_time: 2.102, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6332, loss_cls: 2.8123, loss: 2.8123, grad_norm: 1.9418 2021-06-20 05:57:01,117 - mmaction - INFO - Epoch [31][40/1879] lr: 1.158e-01, eta: 7 days, 7:44:33, time: 2.251, data_time: 0.004, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6297, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.9359 2021-06-20 05:57:46,092 - mmaction - INFO - Epoch [31][60/1879] lr: 1.158e-01, eta: 7 days, 7:43:49, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.9174 2021-06-20 05:58:30,909 - mmaction - INFO - Epoch [31][80/1879] lr: 1.158e-01, eta: 7 days, 7:43:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6230, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.9707 2021-06-20 05:59:15,729 - mmaction - INFO - Epoch [31][100/1879] lr: 1.159e-01, eta: 7 days, 7:42:18, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6027, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.9298 2021-06-20 06:00:00,622 - mmaction - INFO - Epoch [31][120/1879] lr: 1.159e-01, eta: 7 days, 7:41:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.9569 2021-06-20 06:00:45,608 - mmaction - INFO - Epoch [31][140/1879] lr: 1.159e-01, eta: 7 days, 7:40:48, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6305, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.9381 2021-06-20 06:01:30,470 - mmaction - INFO - Epoch [31][160/1879] lr: 1.160e-01, eta: 7 days, 7:40:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.9799 2021-06-20 06:02:15,551 - mmaction - INFO - Epoch [31][180/1879] lr: 1.160e-01, eta: 7 days, 7:39:19, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6434, loss_cls: 2.7696, loss: 2.7696, grad_norm: 1.9523 2021-06-20 06:03:00,309 - mmaction - INFO - Epoch [31][200/1879] lr: 1.160e-01, eta: 7 days, 7:38:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9350 2021-06-20 06:03:45,149 - mmaction - INFO - Epoch [31][220/1879] lr: 1.161e-01, eta: 7 days, 7:37:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.9480 2021-06-20 06:04:30,011 - mmaction - INFO - Epoch [31][240/1879] lr: 1.161e-01, eta: 7 days, 7:37:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6262, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.9241 2021-06-20 06:05:14,830 - mmaction - INFO - Epoch [31][260/1879] lr: 1.162e-01, eta: 7 days, 7:36:18, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6059, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.9839 2021-06-20 06:05:59,568 - mmaction - INFO - Epoch [31][280/1879] lr: 1.162e-01, eta: 7 days, 7:35:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6246, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.0313 2021-06-20 06:06:44,356 - mmaction - INFO - Epoch [31][300/1879] lr: 1.162e-01, eta: 7 days, 7:34:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9185 2021-06-20 06:07:29,122 - mmaction - INFO - Epoch [31][320/1879] lr: 1.163e-01, eta: 7 days, 7:34:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6273, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.9298 2021-06-20 06:08:13,825 - mmaction - INFO - Epoch [31][340/1879] lr: 1.163e-01, eta: 7 days, 7:33:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6238, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.9736 2021-06-20 06:08:58,477 - mmaction - INFO - Epoch [31][360/1879] lr: 1.163e-01, eta: 7 days, 7:32:29, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6309, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.9783 2021-06-20 06:09:43,342 - mmaction - INFO - Epoch [31][380/1879] lr: 1.164e-01, eta: 7 days, 7:31:44, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6207, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9458 2021-06-20 06:10:28,171 - mmaction - INFO - Epoch [31][400/1879] lr: 1.164e-01, eta: 7 days, 7:30:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6250, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.9723 2021-06-20 06:11:12,840 - mmaction - INFO - Epoch [31][420/1879] lr: 1.164e-01, eta: 7 days, 7:30:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6152, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9989 2021-06-20 06:11:57,511 - mmaction - INFO - Epoch [31][440/1879] lr: 1.165e-01, eta: 7 days, 7:29:27, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6207, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.9829 2021-06-20 06:12:42,237 - mmaction - INFO - Epoch [31][460/1879] lr: 1.165e-01, eta: 7 days, 7:28:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8372, loss: 2.8372, grad_norm: 1.9325 2021-06-20 06:13:27,010 - mmaction - INFO - Epoch [31][480/1879] lr: 1.165e-01, eta: 7 days, 7:27:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6062, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.9364 2021-06-20 06:14:11,652 - mmaction - INFO - Epoch [31][500/1879] lr: 1.166e-01, eta: 7 days, 7:27:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6293, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.9363 2021-06-20 06:14:56,570 - mmaction - INFO - Epoch [31][520/1879] lr: 1.166e-01, eta: 7 days, 7:26:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6230, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.9278 2021-06-20 06:15:41,449 - mmaction - INFO - Epoch [31][540/1879] lr: 1.167e-01, eta: 7 days, 7:25:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6094, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.9268 2021-06-20 06:16:26,179 - mmaction - INFO - Epoch [31][560/1879] lr: 1.167e-01, eta: 7 days, 7:24:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.9492 2021-06-20 06:17:10,922 - mmaction - INFO - Epoch [31][580/1879] lr: 1.167e-01, eta: 7 days, 7:24:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6184, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.9303 2021-06-20 06:17:55,717 - mmaction - INFO - Epoch [31][600/1879] lr: 1.168e-01, eta: 7 days, 7:23:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6105, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.9288 2021-06-20 06:18:40,443 - mmaction - INFO - Epoch [31][620/1879] lr: 1.168e-01, eta: 7 days, 7:22:37, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6234, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.9608 2021-06-20 06:19:25,261 - mmaction - INFO - Epoch [31][640/1879] lr: 1.168e-01, eta: 7 days, 7:21:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6055, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.9690 2021-06-20 06:20:10,103 - mmaction - INFO - Epoch [31][660/1879] lr: 1.169e-01, eta: 7 days, 7:21:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6312, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.9830 2021-06-20 06:20:54,792 - mmaction - INFO - Epoch [31][680/1879] lr: 1.169e-01, eta: 7 days, 7:20:21, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6215, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.9851 2021-06-20 06:21:39,503 - mmaction - INFO - Epoch [31][700/1879] lr: 1.169e-01, eta: 7 days, 7:19:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6254, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.9302 2021-06-20 06:22:24,359 - mmaction - INFO - Epoch [31][720/1879] lr: 1.170e-01, eta: 7 days, 7:18:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6102, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.9879 2021-06-20 06:23:09,048 - mmaction - INFO - Epoch [31][740/1879] lr: 1.170e-01, eta: 7 days, 7:18:04, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.5988, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.8975 2021-06-20 06:23:53,710 - mmaction - INFO - Epoch [31][760/1879] lr: 1.171e-01, eta: 7 days, 7:17:18, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6363, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.9215 2021-06-20 06:24:38,494 - mmaction - INFO - Epoch [31][780/1879] lr: 1.171e-01, eta: 7 days, 7:16:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9446 2021-06-20 06:25:23,298 - mmaction - INFO - Epoch [31][800/1879] lr: 1.171e-01, eta: 7 days, 7:15:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.9569 2021-06-20 06:26:07,995 - mmaction - INFO - Epoch [31][820/1879] lr: 1.172e-01, eta: 7 days, 7:15:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6047, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.9311 2021-06-20 06:26:52,803 - mmaction - INFO - Epoch [31][840/1879] lr: 1.172e-01, eta: 7 days, 7:14:16, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6133, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.9391 2021-06-20 06:27:37,618 - mmaction - INFO - Epoch [31][860/1879] lr: 1.172e-01, eta: 7 days, 7:13:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.9073 2021-06-20 06:28:22,303 - mmaction - INFO - Epoch [31][880/1879] lr: 1.173e-01, eta: 7 days, 7:12:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6125, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.9878 2021-06-20 06:29:07,070 - mmaction - INFO - Epoch [31][900/1879] lr: 1.173e-01, eta: 7 days, 7:11:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6336, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.9131 2021-06-20 06:29:51,930 - mmaction - INFO - Epoch [31][920/1879] lr: 1.173e-01, eta: 7 days, 7:11:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6141, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.9241 2021-06-20 06:30:36,716 - mmaction - INFO - Epoch [31][940/1879] lr: 1.174e-01, eta: 7 days, 7:10:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.9252 2021-06-20 06:31:21,635 - mmaction - INFO - Epoch [31][960/1879] lr: 1.174e-01, eta: 7 days, 7:09:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6238, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.9227 2021-06-20 06:32:06,391 - mmaction - INFO - Epoch [31][980/1879] lr: 1.174e-01, eta: 7 days, 7:08:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6285, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.9134 2021-06-20 06:32:51,122 - mmaction - INFO - Epoch [31][1000/1879] lr: 1.175e-01, eta: 7 days, 7:08:12, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6254, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.9713 2021-06-20 06:33:35,855 - mmaction - INFO - Epoch [31][1020/1879] lr: 1.175e-01, eta: 7 days, 7:07:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6121, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.9684 2021-06-20 06:34:20,617 - mmaction - INFO - Epoch [31][1040/1879] lr: 1.176e-01, eta: 7 days, 7:06:41, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6316, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.9413 2021-06-20 06:35:05,339 - mmaction - INFO - Epoch [31][1060/1879] lr: 1.176e-01, eta: 7 days, 7:05:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6242, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0323 2021-06-20 06:35:50,097 - mmaction - INFO - Epoch [31][1080/1879] lr: 1.176e-01, eta: 7 days, 7:05:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.6117, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.9285 2021-06-20 06:36:34,802 - mmaction - INFO - Epoch [31][1100/1879] lr: 1.177e-01, eta: 7 days, 7:04:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.9986 2021-06-20 06:37:19,534 - mmaction - INFO - Epoch [31][1120/1879] lr: 1.177e-01, eta: 7 days, 7:03:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.9317 2021-06-20 06:38:04,289 - mmaction - INFO - Epoch [31][1140/1879] lr: 1.177e-01, eta: 7 days, 7:02:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6145, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.9226 2021-06-20 06:38:49,104 - mmaction - INFO - Epoch [31][1160/1879] lr: 1.178e-01, eta: 7 days, 7:02:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9637 2021-06-20 06:39:33,964 - mmaction - INFO - Epoch [31][1180/1879] lr: 1.178e-01, eta: 7 days, 7:01:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.9860 2021-06-20 06:40:18,734 - mmaction - INFO - Epoch [31][1200/1879] lr: 1.178e-01, eta: 7 days, 7:00:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6238, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.9536 2021-06-20 06:41:03,327 - mmaction - INFO - Epoch [31][1220/1879] lr: 1.179e-01, eta: 7 days, 6:59:50, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6098, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.9177 2021-06-20 06:41:48,090 - mmaction - INFO - Epoch [31][1240/1879] lr: 1.179e-01, eta: 7 days, 6:59:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6113, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.9685 2021-06-20 06:42:32,807 - mmaction - INFO - Epoch [31][1260/1879] lr: 1.179e-01, eta: 7 days, 6:58:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6191, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.8742 2021-06-20 06:43:17,453 - mmaction - INFO - Epoch [31][1280/1879] lr: 1.180e-01, eta: 7 days, 6:57:33, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5988, loss_cls: 2.9485, loss: 2.9485, grad_norm: 1.9165 2021-06-20 06:44:02,213 - mmaction - INFO - Epoch [31][1300/1879] lr: 1.180e-01, eta: 7 days, 6:56:47, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6188, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.9126 2021-06-20 06:44:46,950 - mmaction - INFO - Epoch [31][1320/1879] lr: 1.181e-01, eta: 7 days, 6:56:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6309, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.9070 2021-06-20 06:45:31,644 - mmaction - INFO - Epoch [31][1340/1879] lr: 1.181e-01, eta: 7 days, 6:55:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6160, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9718 2021-06-20 06:46:16,448 - mmaction - INFO - Epoch [31][1360/1879] lr: 1.181e-01, eta: 7 days, 6:54:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6133, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.0417 2021-06-20 06:47:01,183 - mmaction - INFO - Epoch [31][1380/1879] lr: 1.182e-01, eta: 7 days, 6:53:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.6070, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.9336 2021-06-20 06:47:45,932 - mmaction - INFO - Epoch [31][1400/1879] lr: 1.182e-01, eta: 7 days, 6:52:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6340, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.9198 2021-06-20 06:48:30,698 - mmaction - INFO - Epoch [31][1420/1879] lr: 1.182e-01, eta: 7 days, 6:52:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6199, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.9812 2021-06-20 06:49:15,369 - mmaction - INFO - Epoch [31][1440/1879] lr: 1.183e-01, eta: 7 days, 6:51:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6230, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.9184 2021-06-20 06:50:00,040 - mmaction - INFO - Epoch [31][1460/1879] lr: 1.183e-01, eta: 7 days, 6:50:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6066, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.9531 2021-06-20 06:50:44,916 - mmaction - INFO - Epoch [31][1480/1879] lr: 1.183e-01, eta: 7 days, 6:49:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8560, loss: 2.8560, grad_norm: 1.9525 2021-06-20 06:51:29,631 - mmaction - INFO - Epoch [31][1500/1879] lr: 1.184e-01, eta: 7 days, 6:49:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.9341 2021-06-20 06:52:14,402 - mmaction - INFO - Epoch [31][1520/1879] lr: 1.184e-01, eta: 7 days, 6:48:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6258, loss_cls: 2.8318, loss: 2.8318, grad_norm: 1.9243 2021-06-20 06:52:59,369 - mmaction - INFO - Epoch [31][1540/1879] lr: 1.184e-01, eta: 7 days, 6:47:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.9768 2021-06-20 06:53:44,090 - mmaction - INFO - Epoch [31][1560/1879] lr: 1.185e-01, eta: 7 days, 6:46:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.6004, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.8992 2021-06-20 06:54:28,947 - mmaction - INFO - Epoch [31][1580/1879] lr: 1.185e-01, eta: 7 days, 6:46:10, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.8983 2021-06-20 06:55:13,658 - mmaction - INFO - Epoch [31][1600/1879] lr: 1.186e-01, eta: 7 days, 6:45:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6070, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.9374 2021-06-20 06:55:58,486 - mmaction - INFO - Epoch [31][1620/1879] lr: 1.186e-01, eta: 7 days, 6:44:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6301, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.9354 2021-06-20 06:56:43,190 - mmaction - INFO - Epoch [31][1640/1879] lr: 1.186e-01, eta: 7 days, 6:43:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.9104 2021-06-20 06:57:27,961 - mmaction - INFO - Epoch [31][1660/1879] lr: 1.187e-01, eta: 7 days, 6:43:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6113, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.9580 2021-06-20 06:58:12,865 - mmaction - INFO - Epoch [31][1680/1879] lr: 1.187e-01, eta: 7 days, 6:42:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6195, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9784 2021-06-20 06:58:57,524 - mmaction - INFO - Epoch [31][1700/1879] lr: 1.187e-01, eta: 7 days, 6:41:36, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6152, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.9270 2021-06-20 06:59:42,289 - mmaction - INFO - Epoch [31][1720/1879] lr: 1.188e-01, eta: 7 days, 6:40:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.9413 2021-06-20 07:00:26,983 - mmaction - INFO - Epoch [31][1740/1879] lr: 1.188e-01, eta: 7 days, 6:40:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6301, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9625 2021-06-20 07:01:11,688 - mmaction - INFO - Epoch [31][1760/1879] lr: 1.188e-01, eta: 7 days, 6:39:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3379, top5_acc: 0.6090, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.9559 2021-06-20 07:01:56,454 - mmaction - INFO - Epoch [31][1780/1879] lr: 1.189e-01, eta: 7 days, 6:38:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6062, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.8955 2021-06-20 07:02:41,271 - mmaction - INFO - Epoch [31][1800/1879] lr: 1.189e-01, eta: 7 days, 6:37:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6164, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.9604 2021-06-20 07:03:26,074 - mmaction - INFO - Epoch [31][1820/1879] lr: 1.189e-01, eta: 7 days, 6:37:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6277, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.9639 2021-06-20 07:04:10,740 - mmaction - INFO - Epoch [31][1840/1879] lr: 1.190e-01, eta: 7 days, 6:36:17, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6211, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.9474 2021-06-20 07:04:55,559 - mmaction - INFO - Epoch [31][1860/1879] lr: 1.190e-01, eta: 7 days, 6:35:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6105, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.9447 2021-06-20 07:05:45,700 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-06-20 07:07:53,523 - mmaction - INFO - Epoch [32][20/1879] lr: 1.185e-01, eta: 7 days, 6:37:15, time: 6.365, data_time: 3.985, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6156, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.9275 2021-06-20 07:08:38,376 - mmaction - INFO - Epoch [32][40/1879] lr: 1.186e-01, eta: 7 days, 6:36:30, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6359, loss_cls: 2.8099, loss: 2.8099, grad_norm: 1.9828 2021-06-20 07:09:23,155 - mmaction - INFO - Epoch [32][60/1879] lr: 1.186e-01, eta: 7 days, 6:35:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6168, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.9229 2021-06-20 07:10:08,030 - mmaction - INFO - Epoch [32][80/1879] lr: 1.186e-01, eta: 7 days, 6:34:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6055, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.9338 2021-06-20 07:10:52,989 - mmaction - INFO - Epoch [32][100/1879] lr: 1.187e-01, eta: 7 days, 6:34:15, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.9414 2021-06-20 07:11:37,871 - mmaction - INFO - Epoch [32][120/1879] lr: 1.187e-01, eta: 7 days, 6:33:30, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.9676 2021-06-20 07:12:22,832 - mmaction - INFO - Epoch [32][140/1879] lr: 1.187e-01, eta: 7 days, 6:32:45, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6242, loss_cls: 2.7880, loss: 2.7880, grad_norm: 1.9597 2021-06-20 07:13:07,673 - mmaction - INFO - Epoch [32][160/1879] lr: 1.188e-01, eta: 7 days, 6:32:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6270, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.9325 2021-06-20 07:13:52,558 - mmaction - INFO - Epoch [32][180/1879] lr: 1.188e-01, eta: 7 days, 6:31:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6176, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.0066 2021-06-20 07:14:37,377 - mmaction - INFO - Epoch [32][200/1879] lr: 1.188e-01, eta: 7 days, 6:30:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6340, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.9748 2021-06-20 07:15:22,302 - mmaction - INFO - Epoch [32][220/1879] lr: 1.189e-01, eta: 7 days, 6:29:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6215, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.9496 2021-06-20 07:16:07,263 - mmaction - INFO - Epoch [32][240/1879] lr: 1.189e-01, eta: 7 days, 6:29:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6230, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.9074 2021-06-20 07:16:52,170 - mmaction - INFO - Epoch [32][260/1879] lr: 1.189e-01, eta: 7 days, 6:28:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8443, loss: 2.8443, grad_norm: 1.9816 2021-06-20 07:17:37,050 - mmaction - INFO - Epoch [32][280/1879] lr: 1.190e-01, eta: 7 days, 6:27:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6156, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.9399 2021-06-20 07:18:21,951 - mmaction - INFO - Epoch [32][300/1879] lr: 1.190e-01, eta: 7 days, 6:26:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6199, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9870 2021-06-20 07:19:06,778 - mmaction - INFO - Epoch [32][320/1879] lr: 1.191e-01, eta: 7 days, 6:26:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6098, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.9084 2021-06-20 07:19:51,645 - mmaction - INFO - Epoch [32][340/1879] lr: 1.191e-01, eta: 7 days, 6:25:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.9358 2021-06-20 07:20:36,477 - mmaction - INFO - Epoch [32][360/1879] lr: 1.191e-01, eta: 7 days, 6:24:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6090, loss_cls: 2.9243, loss: 2.9243, grad_norm: 1.9437 2021-06-20 07:21:21,371 - mmaction - INFO - Epoch [32][380/1879] lr: 1.192e-01, eta: 7 days, 6:23:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6312, loss_cls: 2.8295, loss: 2.8295, grad_norm: 1.9272 2021-06-20 07:22:06,186 - mmaction - INFO - Epoch [32][400/1879] lr: 1.192e-01, eta: 7 days, 6:22:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6172, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9776 2021-06-20 07:22:51,142 - mmaction - INFO - Epoch [32][420/1879] lr: 1.192e-01, eta: 7 days, 6:22:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6152, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.9388 2021-06-20 07:23:35,834 - mmaction - INFO - Epoch [32][440/1879] lr: 1.193e-01, eta: 7 days, 6:21:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6215, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.8873 2021-06-20 07:24:20,444 - mmaction - INFO - Epoch [32][460/1879] lr: 1.193e-01, eta: 7 days, 6:20:42, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.8376, loss: 2.8376, grad_norm: 1.9286 2021-06-20 07:25:05,245 - mmaction - INFO - Epoch [32][480/1879] lr: 1.193e-01, eta: 7 days, 6:19:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3363, top5_acc: 0.5961, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.9893 2021-06-20 07:25:50,197 - mmaction - INFO - Epoch [32][500/1879] lr: 1.194e-01, eta: 7 days, 6:19:12, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.9527 2021-06-20 07:26:35,054 - mmaction - INFO - Epoch [32][520/1879] lr: 1.194e-01, eta: 7 days, 6:18:26, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6199, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.9341 2021-06-20 07:27:19,841 - mmaction - INFO - Epoch [32][540/1879] lr: 1.194e-01, eta: 7 days, 6:17:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.9305 2021-06-20 07:28:04,763 - mmaction - INFO - Epoch [32][560/1879] lr: 1.195e-01, eta: 7 days, 6:16:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6035, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.9014 2021-06-20 07:28:49,561 - mmaction - INFO - Epoch [32][580/1879] lr: 1.195e-01, eta: 7 days, 6:16:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6246, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.9809 2021-06-20 07:29:34,411 - mmaction - INFO - Epoch [32][600/1879] lr: 1.196e-01, eta: 7 days, 6:15:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6340, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.9431 2021-06-20 07:30:19,313 - mmaction - INFO - Epoch [32][620/1879] lr: 1.196e-01, eta: 7 days, 6:14:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6082, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.9468 2021-06-20 07:31:04,123 - mmaction - INFO - Epoch [32][640/1879] lr: 1.196e-01, eta: 7 days, 6:13:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6238, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.9673 2021-06-20 07:31:48,984 - mmaction - INFO - Epoch [32][660/1879] lr: 1.197e-01, eta: 7 days, 6:13:10, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6273, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.9574 2021-06-20 07:32:33,772 - mmaction - INFO - Epoch [32][680/1879] lr: 1.197e-01, eta: 7 days, 6:12:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6047, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.8521 2021-06-20 07:33:18,564 - mmaction - INFO - Epoch [32][700/1879] lr: 1.197e-01, eta: 7 days, 6:11:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6309, loss_cls: 2.8459, loss: 2.8459, grad_norm: 1.9113 2021-06-20 07:34:03,314 - mmaction - INFO - Epoch [32][720/1879] lr: 1.198e-01, eta: 7 days, 6:10:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6137, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.9086 2021-06-20 07:34:48,197 - mmaction - INFO - Epoch [32][740/1879] lr: 1.198e-01, eta: 7 days, 6:10:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6285, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.9121 2021-06-20 07:35:32,948 - mmaction - INFO - Epoch [32][760/1879] lr: 1.198e-01, eta: 7 days, 6:09:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.9463 2021-06-20 07:36:17,707 - mmaction - INFO - Epoch [32][780/1879] lr: 1.199e-01, eta: 7 days, 6:08:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6098, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.8967 2021-06-20 07:37:02,569 - mmaction - INFO - Epoch [32][800/1879] lr: 1.199e-01, eta: 7 days, 6:07:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6371, loss_cls: 2.8556, loss: 2.8556, grad_norm: 1.9558 2021-06-20 07:37:47,297 - mmaction - INFO - Epoch [32][820/1879] lr: 1.199e-01, eta: 7 days, 6:07:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6230, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.9416 2021-06-20 07:38:32,014 - mmaction - INFO - Epoch [32][840/1879] lr: 1.200e-01, eta: 7 days, 6:06:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6160, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.0254 2021-06-20 07:39:16,719 - mmaction - INFO - Epoch [32][860/1879] lr: 1.200e-01, eta: 7 days, 6:05:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6188, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.8805 2021-06-20 07:40:01,568 - mmaction - INFO - Epoch [32][880/1879] lr: 1.201e-01, eta: 7 days, 6:04:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6082, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.9522 2021-06-20 07:40:46,430 - mmaction - INFO - Epoch [32][900/1879] lr: 1.201e-01, eta: 7 days, 6:04:04, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6023, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.9853 2021-06-20 07:41:31,249 - mmaction - INFO - Epoch [32][920/1879] lr: 1.201e-01, eta: 7 days, 6:03:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6191, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.8775 2021-06-20 07:42:16,058 - mmaction - INFO - Epoch [32][940/1879] lr: 1.202e-01, eta: 7 days, 6:02:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.9358 2021-06-20 07:43:00,849 - mmaction - INFO - Epoch [32][960/1879] lr: 1.202e-01, eta: 7 days, 6:01:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.9439 2021-06-20 07:43:45,737 - mmaction - INFO - Epoch [32][980/1879] lr: 1.202e-01, eta: 7 days, 6:01:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6379, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.9144 2021-06-20 07:44:30,553 - mmaction - INFO - Epoch [32][1000/1879] lr: 1.203e-01, eta: 7 days, 6:00:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6148, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.9032 2021-06-20 07:45:15,341 - mmaction - INFO - Epoch [32][1020/1879] lr: 1.203e-01, eta: 7 days, 5:59:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.9394 2021-06-20 07:46:00,016 - mmaction - INFO - Epoch [32][1040/1879] lr: 1.203e-01, eta: 7 days, 5:58:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6152, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.9423 2021-06-20 07:46:44,749 - mmaction - INFO - Epoch [32][1060/1879] lr: 1.204e-01, eta: 7 days, 5:58:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6074, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.9134 2021-06-20 07:47:29,517 - mmaction - INFO - Epoch [32][1080/1879] lr: 1.204e-01, eta: 7 days, 5:57:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6254, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.8941 2021-06-20 07:48:14,406 - mmaction - INFO - Epoch [32][1100/1879] lr: 1.204e-01, eta: 7 days, 5:56:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6203, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.9087 2021-06-20 07:48:59,108 - mmaction - INFO - Epoch [32][1120/1879] lr: 1.205e-01, eta: 7 days, 5:55:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6230, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.9765 2021-06-20 07:49:43,943 - mmaction - INFO - Epoch [32][1140/1879] lr: 1.205e-01, eta: 7 days, 5:54:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.5980, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.9245 2021-06-20 07:50:28,778 - mmaction - INFO - Epoch [32][1160/1879] lr: 1.205e-01, eta: 7 days, 5:54:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6262, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.9143 2021-06-20 07:51:13,551 - mmaction - INFO - Epoch [32][1180/1879] lr: 1.206e-01, eta: 7 days, 5:53:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6242, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.9608 2021-06-20 07:51:58,403 - mmaction - INFO - Epoch [32][1200/1879] lr: 1.206e-01, eta: 7 days, 5:52:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6238, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9832 2021-06-20 07:52:43,255 - mmaction - INFO - Epoch [32][1220/1879] lr: 1.207e-01, eta: 7 days, 5:51:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.5977, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.9632 2021-06-20 07:53:27,996 - mmaction - INFO - Epoch [32][1240/1879] lr: 1.207e-01, eta: 7 days, 5:51:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6141, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9439 2021-06-20 07:54:12,630 - mmaction - INFO - Epoch [32][1260/1879] lr: 1.207e-01, eta: 7 days, 5:50:26, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6230, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.9305 2021-06-20 07:54:57,372 - mmaction - INFO - Epoch [32][1280/1879] lr: 1.208e-01, eta: 7 days, 5:49:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6324, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.9119 2021-06-20 07:55:42,101 - mmaction - INFO - Epoch [32][1300/1879] lr: 1.208e-01, eta: 7 days, 5:48:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6207, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.9395 2021-06-20 07:56:26,757 - mmaction - INFO - Epoch [32][1320/1879] lr: 1.208e-01, eta: 7 days, 5:48:08, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6340, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.9134 2021-06-20 07:57:11,624 - mmaction - INFO - Epoch [32][1340/1879] lr: 1.209e-01, eta: 7 days, 5:47:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.9188 2021-06-20 07:57:56,364 - mmaction - INFO - Epoch [32][1360/1879] lr: 1.209e-01, eta: 7 days, 5:46:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6137, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9665 2021-06-20 07:58:41,149 - mmaction - INFO - Epoch [32][1380/1879] lr: 1.209e-01, eta: 7 days, 5:45:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9037 2021-06-20 07:59:26,017 - mmaction - INFO - Epoch [32][1400/1879] lr: 1.210e-01, eta: 7 days, 5:45:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6281, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.9314 2021-06-20 08:00:10,947 - mmaction - INFO - Epoch [32][1420/1879] lr: 1.210e-01, eta: 7 days, 5:44:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5941, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.9645 2021-06-20 08:00:55,728 - mmaction - INFO - Epoch [32][1440/1879] lr: 1.210e-01, eta: 7 days, 5:43:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6238, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.9591 2021-06-20 08:01:40,399 - mmaction - INFO - Epoch [32][1460/1879] lr: 1.211e-01, eta: 7 days, 5:42:50, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.9219 2021-06-20 08:02:25,222 - mmaction - INFO - Epoch [32][1480/1879] lr: 1.211e-01, eta: 7 days, 5:42:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6137, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.9542 2021-06-20 08:03:10,044 - mmaction - INFO - Epoch [32][1500/1879] lr: 1.212e-01, eta: 7 days, 5:41:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.5977, loss_cls: 2.9729, loss: 2.9729, grad_norm: 2.0254 2021-06-20 08:03:54,845 - mmaction - INFO - Epoch [32][1520/1879] lr: 1.212e-01, eta: 7 days, 5:40:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.9463 2021-06-20 08:04:39,468 - mmaction - INFO - Epoch [32][1540/1879] lr: 1.212e-01, eta: 7 days, 5:39:48, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6242, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.9409 2021-06-20 08:05:24,353 - mmaction - INFO - Epoch [32][1560/1879] lr: 1.213e-01, eta: 7 days, 5:39:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.9464 2021-06-20 08:06:09,204 - mmaction - INFO - Epoch [32][1580/1879] lr: 1.213e-01, eta: 7 days, 5:38:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6246, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.0429 2021-06-20 08:06:54,011 - mmaction - INFO - Epoch [32][1600/1879] lr: 1.213e-01, eta: 7 days, 5:37:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6211, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.9218 2021-06-20 08:07:38,804 - mmaction - INFO - Epoch [32][1620/1879] lr: 1.214e-01, eta: 7 days, 5:36:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.6160, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.9100 2021-06-20 08:08:23,596 - mmaction - INFO - Epoch [32][1640/1879] lr: 1.214e-01, eta: 7 days, 5:36:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.5996, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.9496 2021-06-20 08:09:08,358 - mmaction - INFO - Epoch [32][1660/1879] lr: 1.214e-01, eta: 7 days, 5:35:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6160, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9347 2021-06-20 08:09:52,963 - mmaction - INFO - Epoch [32][1680/1879] lr: 1.215e-01, eta: 7 days, 5:34:30, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6254, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.8984 2021-06-20 08:10:37,908 - mmaction - INFO - Epoch [32][1700/1879] lr: 1.215e-01, eta: 7 days, 5:33:45, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6047, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.9256 2021-06-20 08:11:22,648 - mmaction - INFO - Epoch [32][1720/1879] lr: 1.215e-01, eta: 7 days, 5:32:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.9420 2021-06-20 08:12:07,450 - mmaction - INFO - Epoch [32][1740/1879] lr: 1.216e-01, eta: 7 days, 5:32:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6309, loss_cls: 2.8318, loss: 2.8318, grad_norm: 1.9472 2021-06-20 08:12:52,243 - mmaction - INFO - Epoch [32][1760/1879] lr: 1.216e-01, eta: 7 days, 5:31:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6160, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.9224 2021-06-20 08:13:36,988 - mmaction - INFO - Epoch [32][1780/1879] lr: 1.217e-01, eta: 7 days, 5:30:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6184, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.8866 2021-06-20 08:14:21,737 - mmaction - INFO - Epoch [32][1800/1879] lr: 1.217e-01, eta: 7 days, 5:29:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6113, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.9136 2021-06-20 08:15:06,398 - mmaction - INFO - Epoch [32][1820/1879] lr: 1.217e-01, eta: 7 days, 5:29:11, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6250, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.9425 2021-06-20 08:15:51,201 - mmaction - INFO - Epoch [32][1840/1879] lr: 1.218e-01, eta: 7 days, 5:28:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6195, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.9022 2021-06-20 08:16:35,923 - mmaction - INFO - Epoch [32][1860/1879] lr: 1.218e-01, eta: 7 days, 5:27:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.9542 2021-06-20 08:17:19,150 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-06-20 08:19:11,825 - mmaction - INFO - Epoch [33][20/1879] lr: 1.213e-01, eta: 7 days, 5:27:51, time: 5.447, data_time: 2.060, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6289, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.9567 2021-06-20 08:19:56,703 - mmaction - INFO - Epoch [33][40/1879] lr: 1.213e-01, eta: 7 days, 5:27:06, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6090, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.9178 2021-06-20 08:20:41,595 - mmaction - INFO - Epoch [33][60/1879] lr: 1.213e-01, eta: 7 days, 5:26:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.8786 2021-06-20 08:21:26,463 - mmaction - INFO - Epoch [33][80/1879] lr: 1.214e-01, eta: 7 days, 5:25:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6336, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.8913 2021-06-20 08:22:11,299 - mmaction - INFO - Epoch [33][100/1879] lr: 1.214e-01, eta: 7 days, 5:24:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6371, loss_cls: 2.7821, loss: 2.7821, grad_norm: 1.9560 2021-06-20 08:22:56,234 - mmaction - INFO - Epoch [33][120/1879] lr: 1.214e-01, eta: 7 days, 5:24:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8949, loss: 2.8949, grad_norm: 1.9869 2021-06-20 08:23:41,104 - mmaction - INFO - Epoch [33][140/1879] lr: 1.215e-01, eta: 7 days, 5:23:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6277, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.8993 2021-06-20 08:24:25,822 - mmaction - INFO - Epoch [33][160/1879] lr: 1.215e-01, eta: 7 days, 5:22:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6242, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.9199 2021-06-20 08:25:10,662 - mmaction - INFO - Epoch [33][180/1879] lr: 1.215e-01, eta: 7 days, 5:21:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6449, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.9085 2021-06-20 08:25:55,533 - mmaction - INFO - Epoch [33][200/1879] lr: 1.216e-01, eta: 7 days, 5:21:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9490 2021-06-20 08:26:40,489 - mmaction - INFO - Epoch [33][220/1879] lr: 1.216e-01, eta: 7 days, 5:20:20, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.9374 2021-06-20 08:27:25,392 - mmaction - INFO - Epoch [33][240/1879] lr: 1.217e-01, eta: 7 days, 5:19:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6316, loss_cls: 2.8250, loss: 2.8250, grad_norm: 1.8858 2021-06-20 08:28:10,358 - mmaction - INFO - Epoch [33][260/1879] lr: 1.217e-01, eta: 7 days, 5:18:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6113, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.8639 2021-06-20 08:28:55,220 - mmaction - INFO - Epoch [33][280/1879] lr: 1.217e-01, eta: 7 days, 5:18:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6180, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.8564 2021-06-20 08:29:40,050 - mmaction - INFO - Epoch [33][300/1879] lr: 1.218e-01, eta: 7 days, 5:17:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6234, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.8619 2021-06-20 08:30:24,870 - mmaction - INFO - Epoch [33][320/1879] lr: 1.218e-01, eta: 7 days, 5:16:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6152, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.9473 2021-06-20 08:31:09,759 - mmaction - INFO - Epoch [33][340/1879] lr: 1.218e-01, eta: 7 days, 5:15:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6227, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.9047 2021-06-20 08:31:54,486 - mmaction - INFO - Epoch [33][360/1879] lr: 1.219e-01, eta: 7 days, 5:15:04, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6242, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.9164 2021-06-20 08:32:39,310 - mmaction - INFO - Epoch [33][380/1879] lr: 1.219e-01, eta: 7 days, 5:14:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6391, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.9131 2021-06-20 08:33:24,152 - mmaction - INFO - Epoch [33][400/1879] lr: 1.219e-01, eta: 7 days, 5:13:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6270, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.9401 2021-06-20 08:34:08,897 - mmaction - INFO - Epoch [33][420/1879] lr: 1.220e-01, eta: 7 days, 5:12:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6332, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.9239 2021-06-20 08:34:53,839 - mmaction - INFO - Epoch [33][440/1879] lr: 1.220e-01, eta: 7 days, 5:12:03, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.9152 2021-06-20 08:35:38,686 - mmaction - INFO - Epoch [33][460/1879] lr: 1.220e-01, eta: 7 days, 5:11:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.9080 2021-06-20 08:36:23,621 - mmaction - INFO - Epoch [33][480/1879] lr: 1.221e-01, eta: 7 days, 5:10:33, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.9150 2021-06-20 08:37:08,436 - mmaction - INFO - Epoch [33][500/1879] lr: 1.221e-01, eta: 7 days, 5:09:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6270, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.9360 2021-06-20 08:37:53,251 - mmaction - INFO - Epoch [33][520/1879] lr: 1.222e-01, eta: 7 days, 5:09:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6336, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.9330 2021-06-20 08:38:37,880 - mmaction - INFO - Epoch [33][540/1879] lr: 1.222e-01, eta: 7 days, 5:08:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6219, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.9208 2021-06-20 08:39:22,652 - mmaction - INFO - Epoch [33][560/1879] lr: 1.222e-01, eta: 7 days, 5:07:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.9528 2021-06-20 08:40:07,416 - mmaction - INFO - Epoch [33][580/1879] lr: 1.223e-01, eta: 7 days, 5:06:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6098, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.9344 2021-06-20 08:40:52,220 - mmaction - INFO - Epoch [33][600/1879] lr: 1.223e-01, eta: 7 days, 5:05:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6012, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.9772 2021-06-20 08:41:36,957 - mmaction - INFO - Epoch [33][620/1879] lr: 1.223e-01, eta: 7 days, 5:05:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6160, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.8902 2021-06-20 08:42:21,638 - mmaction - INFO - Epoch [33][640/1879] lr: 1.224e-01, eta: 7 days, 5:04:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.9017 2021-06-20 08:43:06,525 - mmaction - INFO - Epoch [33][660/1879] lr: 1.224e-01, eta: 7 days, 5:03:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6270, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.9617 2021-06-20 08:43:51,349 - mmaction - INFO - Epoch [33][680/1879] lr: 1.224e-01, eta: 7 days, 5:02:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9687 2021-06-20 08:44:36,281 - mmaction - INFO - Epoch [33][700/1879] lr: 1.225e-01, eta: 7 days, 5:02:12, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3211, top5_acc: 0.6109, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.9165 2021-06-20 08:45:21,153 - mmaction - INFO - Epoch [33][720/1879] lr: 1.225e-01, eta: 7 days, 5:01:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6125, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.9150 2021-06-20 08:46:05,875 - mmaction - INFO - Epoch [33][740/1879] lr: 1.225e-01, eta: 7 days, 5:00:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6348, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.9839 2021-06-20 08:46:50,760 - mmaction - INFO - Epoch [33][760/1879] lr: 1.226e-01, eta: 7 days, 4:59:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6277, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.9210 2021-06-20 08:47:35,596 - mmaction - INFO - Epoch [33][780/1879] lr: 1.226e-01, eta: 7 days, 4:59:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6125, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.9116 2021-06-20 08:48:20,400 - mmaction - INFO - Epoch [33][800/1879] lr: 1.226e-01, eta: 7 days, 4:58:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6352, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.8974 2021-06-20 08:49:05,133 - mmaction - INFO - Epoch [33][820/1879] lr: 1.227e-01, eta: 7 days, 4:57:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6125, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9277 2021-06-20 08:49:50,059 - mmaction - INFO - Epoch [33][840/1879] lr: 1.227e-01, eta: 7 days, 4:56:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6137, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9357 2021-06-20 08:50:34,783 - mmaction - INFO - Epoch [33][860/1879] lr: 1.228e-01, eta: 7 days, 4:56:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.8596, loss: 2.8596, grad_norm: 1.9761 2021-06-20 08:51:19,550 - mmaction - INFO - Epoch [33][880/1879] lr: 1.228e-01, eta: 7 days, 4:55:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6344, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.9676 2021-06-20 08:52:04,366 - mmaction - INFO - Epoch [33][900/1879] lr: 1.228e-01, eta: 7 days, 4:54:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.0664 2021-06-20 08:52:49,040 - mmaction - INFO - Epoch [33][920/1879] lr: 1.229e-01, eta: 7 days, 4:53:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6125, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.8840 2021-06-20 08:53:33,771 - mmaction - INFO - Epoch [33][940/1879] lr: 1.229e-01, eta: 7 days, 4:53:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6285, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.8695 2021-06-20 08:54:18,429 - mmaction - INFO - Epoch [33][960/1879] lr: 1.229e-01, eta: 7 days, 4:52:20, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6168, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.8990 2021-06-20 08:55:03,340 - mmaction - INFO - Epoch [33][980/1879] lr: 1.230e-01, eta: 7 days, 4:51:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6316, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.9257 2021-06-20 08:55:48,017 - mmaction - INFO - Epoch [33][1000/1879] lr: 1.230e-01, eta: 7 days, 4:50:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6164, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.9369 2021-06-20 08:56:32,745 - mmaction - INFO - Epoch [33][1020/1879] lr: 1.230e-01, eta: 7 days, 4:50:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6223, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.9072 2021-06-20 08:57:17,627 - mmaction - INFO - Epoch [33][1040/1879] lr: 1.231e-01, eta: 7 days, 4:49:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6266, loss_cls: 2.8250, loss: 2.8250, grad_norm: 1.9305 2021-06-20 08:58:02,377 - mmaction - INFO - Epoch [33][1060/1879] lr: 1.231e-01, eta: 7 days, 4:48:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6191, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9461 2021-06-20 08:58:47,193 - mmaction - INFO - Epoch [33][1080/1879] lr: 1.231e-01, eta: 7 days, 4:47:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3375, top5_acc: 0.6098, loss_cls: 2.9278, loss: 2.9278, grad_norm: 1.9044 2021-06-20 08:59:32,136 - mmaction - INFO - Epoch [33][1100/1879] lr: 1.232e-01, eta: 7 days, 4:47:03, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.9200 2021-06-20 09:00:16,891 - mmaction - INFO - Epoch [33][1120/1879] lr: 1.232e-01, eta: 7 days, 4:46:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6293, loss_cls: 2.8240, loss: 2.8240, grad_norm: 1.9736 2021-06-20 09:01:01,672 - mmaction - INFO - Epoch [33][1140/1879] lr: 1.232e-01, eta: 7 days, 4:45:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6191, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.8791 2021-06-20 09:01:46,427 - mmaction - INFO - Epoch [33][1160/1879] lr: 1.233e-01, eta: 7 days, 4:44:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9553 2021-06-20 09:02:31,239 - mmaction - INFO - Epoch [33][1180/1879] lr: 1.233e-01, eta: 7 days, 4:44:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6133, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.9026 2021-06-20 09:03:16,053 - mmaction - INFO - Epoch [33][1200/1879] lr: 1.234e-01, eta: 7 days, 4:43:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6156, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.9557 2021-06-20 09:04:00,831 - mmaction - INFO - Epoch [33][1220/1879] lr: 1.234e-01, eta: 7 days, 4:42:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6203, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.9204 2021-06-20 09:04:45,564 - mmaction - INFO - Epoch [33][1240/1879] lr: 1.234e-01, eta: 7 days, 4:41:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6141, loss_cls: 2.9326, loss: 2.9326, grad_norm: 1.9088 2021-06-20 09:05:30,409 - mmaction - INFO - Epoch [33][1260/1879] lr: 1.235e-01, eta: 7 days, 4:40:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.9548 2021-06-20 09:06:15,199 - mmaction - INFO - Epoch [33][1280/1879] lr: 1.235e-01, eta: 7 days, 4:40:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6254, loss_cls: 2.8685, loss: 2.8685, grad_norm: 1.9248 2021-06-20 09:06:59,925 - mmaction - INFO - Epoch [33][1300/1879] lr: 1.235e-01, eta: 7 days, 4:39:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6309, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.9523 2021-06-20 09:07:44,571 - mmaction - INFO - Epoch [33][1320/1879] lr: 1.236e-01, eta: 7 days, 4:38:42, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6090, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.8935 2021-06-20 09:08:29,341 - mmaction - INFO - Epoch [33][1340/1879] lr: 1.236e-01, eta: 7 days, 4:37:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.8969 2021-06-20 09:09:14,242 - mmaction - INFO - Epoch [33][1360/1879] lr: 1.236e-01, eta: 7 days, 4:37:11, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.9188 2021-06-20 09:09:59,160 - mmaction - INFO - Epoch [33][1380/1879] lr: 1.237e-01, eta: 7 days, 4:36:26, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6121, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.9425 2021-06-20 09:10:43,994 - mmaction - INFO - Epoch [33][1400/1879] lr: 1.237e-01, eta: 7 days, 4:35:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6172, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.9136 2021-06-20 09:11:28,736 - mmaction - INFO - Epoch [33][1420/1879] lr: 1.237e-01, eta: 7 days, 4:34:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6359, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.9504 2021-06-20 09:12:13,517 - mmaction - INFO - Epoch [33][1440/1879] lr: 1.238e-01, eta: 7 days, 4:34:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6273, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.9811 2021-06-20 09:12:58,280 - mmaction - INFO - Epoch [33][1460/1879] lr: 1.238e-01, eta: 7 days, 4:33:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6148, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.9160 2021-06-20 09:13:43,162 - mmaction - INFO - Epoch [33][1480/1879] lr: 1.239e-01, eta: 7 days, 4:32:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.8983 2021-06-20 09:14:27,840 - mmaction - INFO - Epoch [33][1500/1879] lr: 1.239e-01, eta: 7 days, 4:31:53, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6121, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.8710 2021-06-20 09:15:12,635 - mmaction - INFO - Epoch [33][1520/1879] lr: 1.239e-01, eta: 7 days, 4:31:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6348, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.9295 2021-06-20 09:15:57,336 - mmaction - INFO - Epoch [33][1540/1879] lr: 1.240e-01, eta: 7 days, 4:30:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6180, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.9830 2021-06-20 09:16:42,110 - mmaction - INFO - Epoch [33][1560/1879] lr: 1.240e-01, eta: 7 days, 4:29:36, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6262, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.8970 2021-06-20 09:17:26,986 - mmaction - INFO - Epoch [33][1580/1879] lr: 1.240e-01, eta: 7 days, 4:28:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6176, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.8525 2021-06-20 09:18:11,952 - mmaction - INFO - Epoch [33][1600/1879] lr: 1.241e-01, eta: 7 days, 4:28:07, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3348, top5_acc: 0.6020, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.9637 2021-06-20 09:18:56,815 - mmaction - INFO - Epoch [33][1620/1879] lr: 1.241e-01, eta: 7 days, 4:27:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6141, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.8974 2021-06-20 09:19:41,723 - mmaction - INFO - Epoch [33][1640/1879] lr: 1.241e-01, eta: 7 days, 4:26:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6281, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.9666 2021-06-20 09:20:26,459 - mmaction - INFO - Epoch [33][1660/1879] lr: 1.242e-01, eta: 7 days, 4:25:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3355, top5_acc: 0.6078, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.9603 2021-06-20 09:21:11,091 - mmaction - INFO - Epoch [33][1680/1879] lr: 1.242e-01, eta: 7 days, 4:25:05, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6012, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.9405 2021-06-20 09:21:55,821 - mmaction - INFO - Epoch [33][1700/1879] lr: 1.242e-01, eta: 7 days, 4:24:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6082, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.9235 2021-06-20 09:22:40,755 - mmaction - INFO - Epoch [33][1720/1879] lr: 1.243e-01, eta: 7 days, 4:23:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6168, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.8824 2021-06-20 09:23:25,515 - mmaction - INFO - Epoch [33][1740/1879] lr: 1.243e-01, eta: 7 days, 4:22:49, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6324, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.9524 2021-06-20 09:24:10,320 - mmaction - INFO - Epoch [33][1760/1879] lr: 1.243e-01, eta: 7 days, 4:22:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.9015 2021-06-20 09:24:55,258 - mmaction - INFO - Epoch [33][1780/1879] lr: 1.244e-01, eta: 7 days, 4:21:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6051, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.9111 2021-06-20 09:25:40,070 - mmaction - INFO - Epoch [33][1800/1879] lr: 1.244e-01, eta: 7 days, 4:20:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.9389 2021-06-20 09:26:24,873 - mmaction - INFO - Epoch [33][1820/1879] lr: 1.245e-01, eta: 7 days, 4:19:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6148, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.9173 2021-06-20 09:27:09,797 - mmaction - INFO - Epoch [33][1840/1879] lr: 1.245e-01, eta: 7 days, 4:19:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.8950 2021-06-20 09:27:54,605 - mmaction - INFO - Epoch [33][1860/1879] lr: 1.245e-01, eta: 7 days, 4:18:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6211, loss_cls: 2.8449, loss: 2.8449, grad_norm: 1.9523 2021-06-20 09:28:37,746 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-06-20 09:30:06,331 - mmaction - INFO - Epoch [34][20/1879] lr: 1.240e-01, eta: 7 days, 4:16:53, time: 4.418, data_time: 2.139, memory: 7544, top1_acc: 0.3582, top5_acc: 0.5961, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.9227 2021-06-20 09:30:51,227 - mmaction - INFO - Epoch [34][40/1879] lr: 1.240e-01, eta: 7 days, 4:16:08, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6398, loss_cls: 2.8383, loss: 2.8383, grad_norm: 1.8951 2021-06-20 09:31:36,076 - mmaction - INFO - Epoch [34][60/1879] lr: 1.240e-01, eta: 7 days, 4:15:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6262, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.8612 2021-06-20 09:32:20,977 - mmaction - INFO - Epoch [34][80/1879] lr: 1.241e-01, eta: 7 days, 4:14:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6379, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.9971 2021-06-20 09:33:05,912 - mmaction - INFO - Epoch [34][100/1879] lr: 1.241e-01, eta: 7 days, 4:13:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6238, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.9608 2021-06-20 09:33:50,822 - mmaction - INFO - Epoch [34][120/1879] lr: 1.241e-01, eta: 7 days, 4:13:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6215, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.8971 2021-06-20 09:34:35,629 - mmaction - INFO - Epoch [34][140/1879] lr: 1.242e-01, eta: 7 days, 4:12:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6129, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9313 2021-06-20 09:35:20,488 - mmaction - INFO - Epoch [34][160/1879] lr: 1.242e-01, eta: 7 days, 4:11:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6262, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.0009 2021-06-20 09:36:05,445 - mmaction - INFO - Epoch [34][180/1879] lr: 1.242e-01, eta: 7 days, 4:10:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6316, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9411 2021-06-20 09:36:50,322 - mmaction - INFO - Epoch [34][200/1879] lr: 1.243e-01, eta: 7 days, 4:10:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6109, loss_cls: 2.8844, loss: 2.8844, grad_norm: 1.9533 2021-06-20 09:37:35,164 - mmaction - INFO - Epoch [34][220/1879] lr: 1.243e-01, eta: 7 days, 4:09:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6148, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.9105 2021-06-20 09:38:20,152 - mmaction - INFO - Epoch [34][240/1879] lr: 1.243e-01, eta: 7 days, 4:08:38, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6180, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.9229 2021-06-20 09:39:05,003 - mmaction - INFO - Epoch [34][260/1879] lr: 1.244e-01, eta: 7 days, 4:07:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6141, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.9957 2021-06-20 09:39:49,910 - mmaction - INFO - Epoch [34][280/1879] lr: 1.244e-01, eta: 7 days, 4:07:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6246, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.9337 2021-06-20 09:40:34,670 - mmaction - INFO - Epoch [34][300/1879] lr: 1.245e-01, eta: 7 days, 4:06:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8393, loss: 2.8393, grad_norm: 1.9378 2021-06-20 09:41:19,557 - mmaction - INFO - Epoch [34][320/1879] lr: 1.245e-01, eta: 7 days, 4:05:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.9919 2021-06-20 09:42:04,514 - mmaction - INFO - Epoch [34][340/1879] lr: 1.245e-01, eta: 7 days, 4:04:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.5941, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.8757 2021-06-20 09:42:49,322 - mmaction - INFO - Epoch [34][360/1879] lr: 1.246e-01, eta: 7 days, 4:04:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6359, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.9320 2021-06-20 09:43:34,186 - mmaction - INFO - Epoch [34][380/1879] lr: 1.246e-01, eta: 7 days, 4:03:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.7867, loss: 2.7867, grad_norm: 1.8922 2021-06-20 09:44:19,033 - mmaction - INFO - Epoch [34][400/1879] lr: 1.246e-01, eta: 7 days, 4:02:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6273, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.9021 2021-06-20 09:45:03,773 - mmaction - INFO - Epoch [34][420/1879] lr: 1.247e-01, eta: 7 days, 4:01:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6285, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.9631 2021-06-20 09:45:48,513 - mmaction - INFO - Epoch [34][440/1879] lr: 1.247e-01, eta: 7 days, 4:01:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6301, loss_cls: 2.8697, loss: 2.8697, grad_norm: 1.9450 2021-06-20 09:46:33,336 - mmaction - INFO - Epoch [34][460/1879] lr: 1.247e-01, eta: 7 days, 4:00:21, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6242, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.9021 2021-06-20 09:47:18,120 - mmaction - INFO - Epoch [34][480/1879] lr: 1.248e-01, eta: 7 days, 3:59:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6301, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.9362 2021-06-20 09:48:02,870 - mmaction - INFO - Epoch [34][500/1879] lr: 1.248e-01, eta: 7 days, 3:58:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6113, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.9663 2021-06-20 09:48:47,667 - mmaction - INFO - Epoch [34][520/1879] lr: 1.248e-01, eta: 7 days, 3:58:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6434, loss_cls: 2.7461, loss: 2.7461, grad_norm: 1.8892 2021-06-20 09:49:32,502 - mmaction - INFO - Epoch [34][540/1879] lr: 1.249e-01, eta: 7 days, 3:57:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6309, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.9178 2021-06-20 09:50:17,346 - mmaction - INFO - Epoch [34][560/1879] lr: 1.249e-01, eta: 7 days, 3:56:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.9148 2021-06-20 09:51:02,105 - mmaction - INFO - Epoch [34][580/1879] lr: 1.249e-01, eta: 7 days, 3:55:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6238, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.8936 2021-06-20 09:51:46,954 - mmaction - INFO - Epoch [34][600/1879] lr: 1.250e-01, eta: 7 days, 3:55:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6082, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.9252 2021-06-20 09:52:31,577 - mmaction - INFO - Epoch [34][620/1879] lr: 1.250e-01, eta: 7 days, 3:54:17, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6227, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9627 2021-06-20 09:53:16,362 - mmaction - INFO - Epoch [34][640/1879] lr: 1.251e-01, eta: 7 days, 3:53:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6137, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.9135 2021-06-20 09:54:01,148 - mmaction - INFO - Epoch [34][660/1879] lr: 1.251e-01, eta: 7 days, 3:52:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6191, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.9430 2021-06-20 09:54:46,019 - mmaction - INFO - Epoch [34][680/1879] lr: 1.251e-01, eta: 7 days, 3:52:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6328, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.8759 2021-06-20 09:55:30,751 - mmaction - INFO - Epoch [34][700/1879] lr: 1.252e-01, eta: 7 days, 3:51:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6328, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.9423 2021-06-20 09:56:15,521 - mmaction - INFO - Epoch [34][720/1879] lr: 1.252e-01, eta: 7 days, 3:50:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8959 2021-06-20 09:57:00,157 - mmaction - INFO - Epoch [34][740/1879] lr: 1.252e-01, eta: 7 days, 3:49:43, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6262, loss_cls: 2.8245, loss: 2.8245, grad_norm: 1.9188 2021-06-20 09:57:44,986 - mmaction - INFO - Epoch [34][760/1879] lr: 1.253e-01, eta: 7 days, 3:48:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6289, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.8601 2021-06-20 09:58:29,773 - mmaction - INFO - Epoch [34][780/1879] lr: 1.253e-01, eta: 7 days, 3:48:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6496, loss_cls: 2.7241, loss: 2.7241, grad_norm: 1.9208 2021-06-20 09:59:14,643 - mmaction - INFO - Epoch [34][800/1879] lr: 1.253e-01, eta: 7 days, 3:47:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6070, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.9113 2021-06-20 09:59:59,442 - mmaction - INFO - Epoch [34][820/1879] lr: 1.254e-01, eta: 7 days, 3:46:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.9059, loss: 2.9059, grad_norm: 1.8962 2021-06-20 10:00:44,122 - mmaction - INFO - Epoch [34][840/1879] lr: 1.254e-01, eta: 7 days, 3:45:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6277, loss_cls: 2.8462, loss: 2.8462, grad_norm: 1.8762 2021-06-20 10:01:28,824 - mmaction - INFO - Epoch [34][860/1879] lr: 1.254e-01, eta: 7 days, 3:45:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6352, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.9708 2021-06-20 10:02:13,515 - mmaction - INFO - Epoch [34][880/1879] lr: 1.255e-01, eta: 7 days, 3:44:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6227, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.8993 2021-06-20 10:02:58,263 - mmaction - INFO - Epoch [34][900/1879] lr: 1.255e-01, eta: 7 days, 3:43:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6266, loss_cls: 2.8245, loss: 2.8245, grad_norm: 1.8827 2021-06-20 10:03:43,025 - mmaction - INFO - Epoch [34][920/1879] lr: 1.255e-01, eta: 7 days, 3:42:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.9466 2021-06-20 10:04:27,838 - mmaction - INFO - Epoch [34][940/1879] lr: 1.256e-01, eta: 7 days, 3:42:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6137, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.9012 2021-06-20 10:05:12,476 - mmaction - INFO - Epoch [34][960/1879] lr: 1.256e-01, eta: 7 days, 3:41:22, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6348, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.9610 2021-06-20 10:05:57,313 - mmaction - INFO - Epoch [34][980/1879] lr: 1.257e-01, eta: 7 days, 3:40:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6004, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.9020 2021-06-20 10:06:42,010 - mmaction - INFO - Epoch [34][1000/1879] lr: 1.257e-01, eta: 7 days, 3:39:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6156, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.8953 2021-06-20 10:07:26,738 - mmaction - INFO - Epoch [34][1020/1879] lr: 1.257e-01, eta: 7 days, 3:39:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6176, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.9423 2021-06-20 10:08:11,584 - mmaction - INFO - Epoch [34][1040/1879] lr: 1.258e-01, eta: 7 days, 3:38:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6051, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.9036 2021-06-20 10:08:56,367 - mmaction - INFO - Epoch [34][1060/1879] lr: 1.258e-01, eta: 7 days, 3:37:34, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6277, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.9196 2021-06-20 10:09:41,184 - mmaction - INFO - Epoch [34][1080/1879] lr: 1.258e-01, eta: 7 days, 3:36:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3379, top5_acc: 0.6164, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.9625 2021-06-20 10:10:25,848 - mmaction - INFO - Epoch [34][1100/1879] lr: 1.259e-01, eta: 7 days, 3:36:03, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.9182 2021-06-20 10:11:10,624 - mmaction - INFO - Epoch [34][1120/1879] lr: 1.259e-01, eta: 7 days, 3:35:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6219, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.9095 2021-06-20 10:11:55,379 - mmaction - INFO - Epoch [34][1140/1879] lr: 1.259e-01, eta: 7 days, 3:34:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6164, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9121 2021-06-20 10:12:40,173 - mmaction - INFO - Epoch [34][1160/1879] lr: 1.260e-01, eta: 7 days, 3:33:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6098, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.8790 2021-06-20 10:13:24,921 - mmaction - INFO - Epoch [34][1180/1879] lr: 1.260e-01, eta: 7 days, 3:33:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6230, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.9205 2021-06-20 10:14:09,673 - mmaction - INFO - Epoch [34][1200/1879] lr: 1.260e-01, eta: 7 days, 3:32:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6242, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.9022 2021-06-20 10:14:54,525 - mmaction - INFO - Epoch [34][1220/1879] lr: 1.261e-01, eta: 7 days, 3:31:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6129, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9167 2021-06-20 10:15:39,395 - mmaction - INFO - Epoch [34][1240/1879] lr: 1.261e-01, eta: 7 days, 3:30:45, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6285, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.8915 2021-06-20 10:16:24,163 - mmaction - INFO - Epoch [34][1260/1879] lr: 1.261e-01, eta: 7 days, 3:30:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6242, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.9199 2021-06-20 10:17:08,959 - mmaction - INFO - Epoch [34][1280/1879] lr: 1.262e-01, eta: 7 days, 3:29:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6066, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.9168 2021-06-20 10:17:53,604 - mmaction - INFO - Epoch [34][1300/1879] lr: 1.262e-01, eta: 7 days, 3:28:28, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.8952 2021-06-20 10:18:38,409 - mmaction - INFO - Epoch [34][1320/1879] lr: 1.262e-01, eta: 7 days, 3:27:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6172, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.9397 2021-06-20 10:19:23,234 - mmaction - INFO - Epoch [34][1340/1879] lr: 1.263e-01, eta: 7 days, 3:26:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.9152 2021-06-20 10:20:07,963 - mmaction - INFO - Epoch [34][1360/1879] lr: 1.263e-01, eta: 7 days, 3:26:12, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6137, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.9274 2021-06-20 10:20:52,773 - mmaction - INFO - Epoch [34][1380/1879] lr: 1.264e-01, eta: 7 days, 3:25:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.9532 2021-06-20 10:21:37,525 - mmaction - INFO - Epoch [34][1400/1879] lr: 1.264e-01, eta: 7 days, 3:24:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3453, top5_acc: 0.5988, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.1728 2021-06-20 10:22:22,198 - mmaction - INFO - Epoch [34][1420/1879] lr: 1.264e-01, eta: 7 days, 3:23:55, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3527, top5_acc: 0.5926, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.9743 2021-06-20 10:23:06,968 - mmaction - INFO - Epoch [34][1440/1879] lr: 1.265e-01, eta: 7 days, 3:23:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9411 2021-06-20 10:23:51,657 - mmaction - INFO - Epoch [34][1460/1879] lr: 1.265e-01, eta: 7 days, 3:22:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.5926, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.9355 2021-06-20 10:24:36,444 - mmaction - INFO - Epoch [34][1480/1879] lr: 1.265e-01, eta: 7 days, 3:21:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.5992, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.9463 2021-06-20 10:25:21,404 - mmaction - INFO - Epoch [34][1500/1879] lr: 1.266e-01, eta: 7 days, 3:20:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6148, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.9072 2021-06-20 10:26:06,155 - mmaction - INFO - Epoch [34][1520/1879] lr: 1.266e-01, eta: 7 days, 3:20:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.9439 2021-06-20 10:26:50,903 - mmaction - INFO - Epoch [34][1540/1879] lr: 1.266e-01, eta: 7 days, 3:19:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6168, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.9096 2021-06-20 10:27:35,724 - mmaction - INFO - Epoch [34][1560/1879] lr: 1.267e-01, eta: 7 days, 3:18:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.5969, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.9614 2021-06-20 10:28:20,533 - mmaction - INFO - Epoch [34][1580/1879] lr: 1.267e-01, eta: 7 days, 3:17:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6082, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.9051 2021-06-20 10:29:05,253 - mmaction - INFO - Epoch [34][1600/1879] lr: 1.267e-01, eta: 7 days, 3:17:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6164, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.9280 2021-06-20 10:29:49,971 - mmaction - INFO - Epoch [34][1620/1879] lr: 1.268e-01, eta: 7 days, 3:16:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6004, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.9384 2021-06-20 10:30:34,846 - mmaction - INFO - Epoch [34][1640/1879] lr: 1.268e-01, eta: 7 days, 3:15:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6117, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.9900 2021-06-20 10:31:19,615 - mmaction - INFO - Epoch [34][1660/1879] lr: 1.268e-01, eta: 7 days, 3:14:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.9053 2021-06-20 10:32:04,519 - mmaction - INFO - Epoch [34][1680/1879] lr: 1.269e-01, eta: 7 days, 3:14:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.9527 2021-06-20 10:32:49,305 - mmaction - INFO - Epoch [34][1700/1879] lr: 1.269e-01, eta: 7 days, 3:13:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3406, top5_acc: 0.6066, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.9622 2021-06-20 10:33:34,161 - mmaction - INFO - Epoch [34][1720/1879] lr: 1.270e-01, eta: 7 days, 3:12:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6254, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.9570 2021-06-20 10:34:18,844 - mmaction - INFO - Epoch [34][1740/1879] lr: 1.270e-01, eta: 7 days, 3:11:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6176, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.8976 2021-06-20 10:35:03,617 - mmaction - INFO - Epoch [34][1760/1879] lr: 1.270e-01, eta: 7 days, 3:11:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.9705 2021-06-20 10:35:48,356 - mmaction - INFO - Epoch [34][1780/1879] lr: 1.271e-01, eta: 7 days, 3:10:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.9161 2021-06-20 10:36:33,075 - mmaction - INFO - Epoch [34][1800/1879] lr: 1.271e-01, eta: 7 days, 3:09:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6129, loss_cls: 2.9307, loss: 2.9307, grad_norm: 1.9015 2021-06-20 10:37:17,907 - mmaction - INFO - Epoch [34][1820/1879] lr: 1.271e-01, eta: 7 days, 3:08:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.8814 2021-06-20 10:38:02,624 - mmaction - INFO - Epoch [34][1840/1879] lr: 1.272e-01, eta: 7 days, 3:08:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6152, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.9576 2021-06-20 10:38:47,361 - mmaction - INFO - Epoch [34][1860/1879] lr: 1.272e-01, eta: 7 days, 3:07:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6117, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.9239 2021-06-20 10:39:30,428 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-06-20 10:40:59,073 - mmaction - INFO - Epoch [35][20/1879] lr: 1.266e-01, eta: 7 days, 3:05:51, time: 4.420, data_time: 2.111, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6297, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.8304 2021-06-20 10:41:44,086 - mmaction - INFO - Epoch [35][40/1879] lr: 1.266e-01, eta: 7 days, 3:05:06, time: 2.250, data_time: 0.004, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6230, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.9177 2021-06-20 10:42:28,949 - mmaction - INFO - Epoch [35][60/1879] lr: 1.267e-01, eta: 7 days, 3:04:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6238, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.8640 2021-06-20 10:43:13,911 - mmaction - INFO - Epoch [35][80/1879] lr: 1.267e-01, eta: 7 days, 3:03:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6066, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.9123 2021-06-20 10:43:58,659 - mmaction - INFO - Epoch [35][100/1879] lr: 1.267e-01, eta: 7 days, 3:02:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6281, loss_cls: 2.9044, loss: 2.9044, grad_norm: 1.9230 2021-06-20 10:44:43,509 - mmaction - INFO - Epoch [35][120/1879] lr: 1.268e-01, eta: 7 days, 3:02:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6246, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.8554 2021-06-20 10:45:28,369 - mmaction - INFO - Epoch [35][140/1879] lr: 1.268e-01, eta: 7 days, 3:01:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6109, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.8737 2021-06-20 10:46:13,334 - mmaction - INFO - Epoch [35][160/1879] lr: 1.268e-01, eta: 7 days, 3:00:36, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6328, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.9220 2021-06-20 10:46:58,188 - mmaction - INFO - Epoch [35][180/1879] lr: 1.269e-01, eta: 7 days, 2:59:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.7708, loss: 2.7708, grad_norm: 1.9842 2021-06-20 10:47:43,165 - mmaction - INFO - Epoch [35][200/1879] lr: 1.269e-01, eta: 7 days, 2:59:06, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.8772 2021-06-20 10:48:28,044 - mmaction - INFO - Epoch [35][220/1879] lr: 1.270e-01, eta: 7 days, 2:58:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6301, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.8952 2021-06-20 10:49:12,899 - mmaction - INFO - Epoch [35][240/1879] lr: 1.270e-01, eta: 7 days, 2:57:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6074, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.8742 2021-06-20 10:49:57,915 - mmaction - INFO - Epoch [35][260/1879] lr: 1.270e-01, eta: 7 days, 2:56:52, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6344, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.9856 2021-06-20 10:50:42,860 - mmaction - INFO - Epoch [35][280/1879] lr: 1.271e-01, eta: 7 days, 2:56:07, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6039, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.8846 2021-06-20 10:51:27,728 - mmaction - INFO - Epoch [35][300/1879] lr: 1.271e-01, eta: 7 days, 2:55:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.9124 2021-06-20 10:52:12,671 - mmaction - INFO - Epoch [35][320/1879] lr: 1.271e-01, eta: 7 days, 2:54:37, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6207, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.9642 2021-06-20 10:52:57,616 - mmaction - INFO - Epoch [35][340/1879] lr: 1.272e-01, eta: 7 days, 2:53:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6090, loss_cls: 2.9166, loss: 2.9166, grad_norm: 1.9110 2021-06-20 10:53:42,340 - mmaction - INFO - Epoch [35][360/1879] lr: 1.272e-01, eta: 7 days, 2:53:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6266, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.9170 2021-06-20 10:54:27,180 - mmaction - INFO - Epoch [35][380/1879] lr: 1.272e-01, eta: 7 days, 2:52:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6141, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.8978 2021-06-20 10:55:12,165 - mmaction - INFO - Epoch [35][400/1879] lr: 1.273e-01, eta: 7 days, 2:51:37, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6355, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.8828 2021-06-20 10:55:57,079 - mmaction - INFO - Epoch [35][420/1879] lr: 1.273e-01, eta: 7 days, 2:50:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6266, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.9191 2021-06-20 10:56:41,860 - mmaction - INFO - Epoch [35][440/1879] lr: 1.273e-01, eta: 7 days, 2:50:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.8410, loss: 2.8410, grad_norm: 1.9410 2021-06-20 10:57:26,732 - mmaction - INFO - Epoch [35][460/1879] lr: 1.274e-01, eta: 7 days, 2:49:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6242, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.9352 2021-06-20 10:58:11,680 - mmaction - INFO - Epoch [35][480/1879] lr: 1.274e-01, eta: 7 days, 2:48:37, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6176, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.8999 2021-06-20 10:58:56,592 - mmaction - INFO - Epoch [35][500/1879] lr: 1.274e-01, eta: 7 days, 2:47:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6125, loss_cls: 2.8896, loss: 2.8896, grad_norm: 1.9109 2021-06-20 10:59:41,484 - mmaction - INFO - Epoch [35][520/1879] lr: 1.275e-01, eta: 7 days, 2:47:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6191, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.8990 2021-06-20 11:00:26,304 - mmaction - INFO - Epoch [35][540/1879] lr: 1.275e-01, eta: 7 days, 2:46:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6145, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.9175 2021-06-20 11:01:11,157 - mmaction - INFO - Epoch [35][560/1879] lr: 1.275e-01, eta: 7 days, 2:45:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6152, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9256 2021-06-20 11:01:55,881 - mmaction - INFO - Epoch [35][580/1879] lr: 1.276e-01, eta: 7 days, 2:44:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6156, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.9509 2021-06-20 11:02:40,604 - mmaction - INFO - Epoch [35][600/1879] lr: 1.276e-01, eta: 7 days, 2:44:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6109, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.9520 2021-06-20 11:03:25,355 - mmaction - INFO - Epoch [35][620/1879] lr: 1.277e-01, eta: 7 days, 2:43:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6359, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.8922 2021-06-20 11:04:10,096 - mmaction - INFO - Epoch [35][640/1879] lr: 1.277e-01, eta: 7 days, 2:42:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6035, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.8922 2021-06-20 11:04:55,063 - mmaction - INFO - Epoch [35][660/1879] lr: 1.277e-01, eta: 7 days, 2:41:49, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6215, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.9099 2021-06-20 11:05:39,834 - mmaction - INFO - Epoch [35][680/1879] lr: 1.278e-01, eta: 7 days, 2:41:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.9315 2021-06-20 11:06:24,585 - mmaction - INFO - Epoch [35][700/1879] lr: 1.278e-01, eta: 7 days, 2:40:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6402, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.9001 2021-06-20 11:07:09,425 - mmaction - INFO - Epoch [35][720/1879] lr: 1.278e-01, eta: 7 days, 2:39:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6281, loss_cls: 2.8339, loss: 2.8339, grad_norm: 1.9322 2021-06-20 11:07:54,282 - mmaction - INFO - Epoch [35][740/1879] lr: 1.279e-01, eta: 7 days, 2:38:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6113, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.9296 2021-06-20 11:08:39,125 - mmaction - INFO - Epoch [35][760/1879] lr: 1.279e-01, eta: 7 days, 2:38:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6121, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.8903 2021-06-20 11:09:23,944 - mmaction - INFO - Epoch [35][780/1879] lr: 1.279e-01, eta: 7 days, 2:37:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6273, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.9322 2021-06-20 11:10:08,720 - mmaction - INFO - Epoch [35][800/1879] lr: 1.280e-01, eta: 7 days, 2:36:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.8728 2021-06-20 11:10:53,511 - mmaction - INFO - Epoch [35][820/1879] lr: 1.280e-01, eta: 7 days, 2:35:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6113, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.8828 2021-06-20 11:11:38,286 - mmaction - INFO - Epoch [35][840/1879] lr: 1.280e-01, eta: 7 days, 2:35:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6223, loss_cls: 2.8933, loss: 2.8933, grad_norm: 1.8826 2021-06-20 11:12:23,096 - mmaction - INFO - Epoch [35][860/1879] lr: 1.281e-01, eta: 7 days, 2:34:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.8895 2021-06-20 11:13:07,776 - mmaction - INFO - Epoch [35][880/1879] lr: 1.281e-01, eta: 7 days, 2:33:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6293, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.9150 2021-06-20 11:13:52,510 - mmaction - INFO - Epoch [35][900/1879] lr: 1.281e-01, eta: 7 days, 2:32:44, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6203, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.8745 2021-06-20 11:14:37,258 - mmaction - INFO - Epoch [35][920/1879] lr: 1.282e-01, eta: 7 days, 2:31:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6320, loss_cls: 2.8239, loss: 2.8239, grad_norm: 1.9269 2021-06-20 11:15:21,955 - mmaction - INFO - Epoch [35][940/1879] lr: 1.282e-01, eta: 7 days, 2:31:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.5996, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.9217 2021-06-20 11:16:06,690 - mmaction - INFO - Epoch [35][960/1879] lr: 1.282e-01, eta: 7 days, 2:30:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.9041 2021-06-20 11:16:51,481 - mmaction - INFO - Epoch [35][980/1879] lr: 1.283e-01, eta: 7 days, 2:29:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6191, loss_cls: 2.9207, loss: 2.9207, grad_norm: 1.8928 2021-06-20 11:17:36,326 - mmaction - INFO - Epoch [35][1000/1879] lr: 1.283e-01, eta: 7 days, 2:28:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5969, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.8788 2021-06-20 11:18:21,011 - mmaction - INFO - Epoch [35][1020/1879] lr: 1.284e-01, eta: 7 days, 2:28:11, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6262, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.9066 2021-06-20 11:19:05,820 - mmaction - INFO - Epoch [35][1040/1879] lr: 1.284e-01, eta: 7 days, 2:27:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.9062 2021-06-20 11:19:50,609 - mmaction - INFO - Epoch [35][1060/1879] lr: 1.284e-01, eta: 7 days, 2:26:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6238, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.9224 2021-06-20 11:20:35,561 - mmaction - INFO - Epoch [35][1080/1879] lr: 1.285e-01, eta: 7 days, 2:25:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.9202 2021-06-20 11:21:20,328 - mmaction - INFO - Epoch [35][1100/1879] lr: 1.285e-01, eta: 7 days, 2:25:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6195, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.8519 2021-06-20 11:22:05,188 - mmaction - INFO - Epoch [35][1120/1879] lr: 1.285e-01, eta: 7 days, 2:24:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6098, loss_cls: 2.9313, loss: 2.9313, grad_norm: 1.8716 2021-06-20 11:22:50,060 - mmaction - INFO - Epoch [35][1140/1879] lr: 1.286e-01, eta: 7 days, 2:23:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6219, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.9341 2021-06-20 11:23:34,783 - mmaction - INFO - Epoch [35][1160/1879] lr: 1.286e-01, eta: 7 days, 2:22:54, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6250, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.9693 2021-06-20 11:24:19,527 - mmaction - INFO - Epoch [35][1180/1879] lr: 1.286e-01, eta: 7 days, 2:22:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6145, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.9227 2021-06-20 11:25:04,323 - mmaction - INFO - Epoch [35][1200/1879] lr: 1.287e-01, eta: 7 days, 2:21:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6039, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.9142 2021-06-20 11:25:49,068 - mmaction - INFO - Epoch [35][1220/1879] lr: 1.287e-01, eta: 7 days, 2:20:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6223, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.9091 2021-06-20 11:26:33,806 - mmaction - INFO - Epoch [35][1240/1879] lr: 1.287e-01, eta: 7 days, 2:19:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6406, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.9296 2021-06-20 11:27:18,573 - mmaction - INFO - Epoch [35][1260/1879] lr: 1.288e-01, eta: 7 days, 2:19:06, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6305, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.9251 2021-06-20 11:28:03,446 - mmaction - INFO - Epoch [35][1280/1879] lr: 1.288e-01, eta: 7 days, 2:18:21, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.9257 2021-06-20 11:28:48,223 - mmaction - INFO - Epoch [35][1300/1879] lr: 1.288e-01, eta: 7 days, 2:17:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6113, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9506 2021-06-20 11:29:32,991 - mmaction - INFO - Epoch [35][1320/1879] lr: 1.289e-01, eta: 7 days, 2:16:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6359, loss_cls: 2.8134, loss: 2.8134, grad_norm: 1.9233 2021-06-20 11:30:17,720 - mmaction - INFO - Epoch [35][1340/1879] lr: 1.289e-01, eta: 7 days, 2:16:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6039, loss_cls: 2.9348, loss: 2.9348, grad_norm: 1.9863 2021-06-20 11:31:02,443 - mmaction - INFO - Epoch [35][1360/1879] lr: 1.290e-01, eta: 7 days, 2:15:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6184, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.9141 2021-06-20 11:31:47,191 - mmaction - INFO - Epoch [35][1380/1879] lr: 1.290e-01, eta: 7 days, 2:14:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6188, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9419 2021-06-20 11:32:32,055 - mmaction - INFO - Epoch [35][1400/1879] lr: 1.290e-01, eta: 7 days, 2:13:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6086, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.9566 2021-06-20 11:33:16,702 - mmaction - INFO - Epoch [35][1420/1879] lr: 1.291e-01, eta: 7 days, 2:13:02, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6172, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.8810 2021-06-20 11:34:01,547 - mmaction - INFO - Epoch [35][1440/1879] lr: 1.291e-01, eta: 7 days, 2:12:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6258, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.9799 2021-06-20 11:34:46,231 - mmaction - INFO - Epoch [35][1460/1879] lr: 1.291e-01, eta: 7 days, 2:11:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6074, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9212 2021-06-20 11:35:31,090 - mmaction - INFO - Epoch [35][1480/1879] lr: 1.292e-01, eta: 7 days, 2:10:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.5961, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.8810 2021-06-20 11:36:15,772 - mmaction - INFO - Epoch [35][1500/1879] lr: 1.292e-01, eta: 7 days, 2:10:00, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6129, loss_cls: 2.9114, loss: 2.9114, grad_norm: 1.8745 2021-06-20 11:37:00,509 - mmaction - INFO - Epoch [35][1520/1879] lr: 1.292e-01, eta: 7 days, 2:09:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6160, loss_cls: 2.9292, loss: 2.9292, grad_norm: 1.8791 2021-06-20 11:37:45,362 - mmaction - INFO - Epoch [35][1540/1879] lr: 1.293e-01, eta: 7 days, 2:08:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6031, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.9100 2021-06-20 11:38:30,025 - mmaction - INFO - Epoch [35][1560/1879] lr: 1.293e-01, eta: 7 days, 2:07:44, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.8806 2021-06-20 11:39:14,698 - mmaction - INFO - Epoch [35][1580/1879] lr: 1.293e-01, eta: 7 days, 2:06:58, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6082, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.9093 2021-06-20 11:39:59,397 - mmaction - INFO - Epoch [35][1600/1879] lr: 1.294e-01, eta: 7 days, 2:06:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6402, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.9317 2021-06-20 11:40:44,265 - mmaction - INFO - Epoch [35][1620/1879] lr: 1.294e-01, eta: 7 days, 2:05:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6281, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.8938 2021-06-20 11:41:29,092 - mmaction - INFO - Epoch [35][1640/1879] lr: 1.294e-01, eta: 7 days, 2:04:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6105, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.9043 2021-06-20 11:42:13,995 - mmaction - INFO - Epoch [35][1660/1879] lr: 1.295e-01, eta: 7 days, 2:03:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6094, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.8927 2021-06-20 11:42:58,762 - mmaction - INFO - Epoch [35][1680/1879] lr: 1.295e-01, eta: 7 days, 2:03:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.9429 2021-06-20 11:43:43,365 - mmaction - INFO - Epoch [35][1700/1879] lr: 1.295e-01, eta: 7 days, 2:02:25, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6137, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.8881 2021-06-20 11:44:28,074 - mmaction - INFO - Epoch [35][1720/1879] lr: 1.296e-01, eta: 7 days, 2:01:39, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6176, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.9040 2021-06-20 11:45:12,955 - mmaction - INFO - Epoch [35][1740/1879] lr: 1.296e-01, eta: 7 days, 2:00:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6035, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.9072 2021-06-20 11:45:57,681 - mmaction - INFO - Epoch [35][1760/1879] lr: 1.297e-01, eta: 7 days, 2:00:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6199, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.9325 2021-06-20 11:46:42,514 - mmaction - INFO - Epoch [35][1780/1879] lr: 1.297e-01, eta: 7 days, 1:59:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6141, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.8444 2021-06-20 11:47:27,349 - mmaction - INFO - Epoch [35][1800/1879] lr: 1.297e-01, eta: 7 days, 1:58:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6137, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.8898 2021-06-20 11:48:12,119 - mmaction - INFO - Epoch [35][1820/1879] lr: 1.298e-01, eta: 7 days, 1:57:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6199, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.8825 2021-06-20 11:48:56,933 - mmaction - INFO - Epoch [35][1840/1879] lr: 1.298e-01, eta: 7 days, 1:57:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6141, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.9237 2021-06-20 11:49:41,717 - mmaction - INFO - Epoch [35][1860/1879] lr: 1.298e-01, eta: 7 days, 1:56:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6203, loss_cls: 2.8793, loss: 2.8793, grad_norm: 1.8586 2021-06-20 11:50:24,810 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-06-20 11:51:55,490 - mmaction - INFO - Epoch [36][20/1879] lr: 1.292e-01, eta: 7 days, 1:55:07, time: 4.524, data_time: 2.243, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6234, loss_cls: 2.8390, loss: 2.8390, grad_norm: 1.9186 2021-06-20 11:52:40,499 - mmaction - INFO - Epoch [36][40/1879] lr: 1.292e-01, eta: 7 days, 1:54:22, time: 2.251, data_time: 0.004, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6164, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.9114 2021-06-20 11:53:25,502 - mmaction - INFO - Epoch [36][60/1879] lr: 1.293e-01, eta: 7 days, 1:53:38, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6371, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.8746 2021-06-20 11:54:10,467 - mmaction - INFO - Epoch [36][80/1879] lr: 1.293e-01, eta: 7 days, 1:52:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6355, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.9384 2021-06-20 11:54:55,336 - mmaction - INFO - Epoch [36][100/1879] lr: 1.293e-01, eta: 7 days, 1:52:08, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6348, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.9532 2021-06-20 11:55:40,286 - mmaction - INFO - Epoch [36][120/1879] lr: 1.294e-01, eta: 7 days, 1:51:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6312, loss_cls: 2.8047, loss: 2.8047, grad_norm: 1.9630 2021-06-20 11:56:25,173 - mmaction - INFO - Epoch [36][140/1879] lr: 1.294e-01, eta: 7 days, 1:50:38, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6113, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.9512 2021-06-20 11:57:10,176 - mmaction - INFO - Epoch [36][160/1879] lr: 1.294e-01, eta: 7 days, 1:49:54, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6320, loss_cls: 2.8245, loss: 2.8245, grad_norm: 1.8484 2021-06-20 11:57:55,044 - mmaction - INFO - Epoch [36][180/1879] lr: 1.295e-01, eta: 7 days, 1:49:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6410, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.9253 2021-06-20 11:58:39,977 - mmaction - INFO - Epoch [36][200/1879] lr: 1.295e-01, eta: 7 days, 1:48:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.9467 2021-06-20 11:59:24,834 - mmaction - INFO - Epoch [36][220/1879] lr: 1.295e-01, eta: 7 days, 1:47:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6152, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9017 2021-06-20 12:00:09,809 - mmaction - INFO - Epoch [36][240/1879] lr: 1.296e-01, eta: 7 days, 1:46:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6270, loss_cls: 2.8675, loss: 2.8675, grad_norm: 1.9504 2021-06-20 12:00:55,094 - mmaction - INFO - Epoch [36][260/1879] lr: 1.296e-01, eta: 7 days, 1:46:11, time: 2.264, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6137, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.9658 2021-06-20 12:01:39,941 - mmaction - INFO - Epoch [36][280/1879] lr: 1.296e-01, eta: 7 days, 1:45:26, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6289, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.9552 2021-06-20 12:02:24,898 - mmaction - INFO - Epoch [36][300/1879] lr: 1.297e-01, eta: 7 days, 1:44:41, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6199, loss_cls: 2.8971, loss: 2.8971, grad_norm: 1.9338 2021-06-20 12:03:09,773 - mmaction - INFO - Epoch [36][320/1879] lr: 1.297e-01, eta: 7 days, 1:43:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6043, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.9077 2021-06-20 12:03:54,705 - mmaction - INFO - Epoch [36][340/1879] lr: 1.298e-01, eta: 7 days, 1:43:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6285, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.9506 2021-06-20 12:04:39,559 - mmaction - INFO - Epoch [36][360/1879] lr: 1.298e-01, eta: 7 days, 1:42:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6148, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0177 2021-06-20 12:05:24,450 - mmaction - INFO - Epoch [36][380/1879] lr: 1.298e-01, eta: 7 days, 1:41:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6172, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.9049 2021-06-20 12:06:09,302 - mmaction - INFO - Epoch [36][400/1879] lr: 1.299e-01, eta: 7 days, 1:40:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6336, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.9381 2021-06-20 12:06:54,249 - mmaction - INFO - Epoch [36][420/1879] lr: 1.299e-01, eta: 7 days, 1:40:11, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6234, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.9066 2021-06-20 12:07:39,092 - mmaction - INFO - Epoch [36][440/1879] lr: 1.299e-01, eta: 7 days, 1:39:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6152, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.9131 2021-06-20 12:08:23,770 - mmaction - INFO - Epoch [36][460/1879] lr: 1.300e-01, eta: 7 days, 1:38:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6219, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.9253 2021-06-20 12:09:08,778 - mmaction - INFO - Epoch [36][480/1879] lr: 1.300e-01, eta: 7 days, 1:37:56, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6125, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.9203 2021-06-20 12:09:53,597 - mmaction - INFO - Epoch [36][500/1879] lr: 1.300e-01, eta: 7 days, 1:37:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6207, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.9038 2021-06-20 12:10:38,338 - mmaction - INFO - Epoch [36][520/1879] lr: 1.301e-01, eta: 7 days, 1:36:25, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6180, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.8883 2021-06-20 12:11:23,124 - mmaction - INFO - Epoch [36][540/1879] lr: 1.301e-01, eta: 7 days, 1:35:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6289, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.9806 2021-06-20 12:12:08,012 - mmaction - INFO - Epoch [36][560/1879] lr: 1.301e-01, eta: 7 days, 1:34:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6180, loss_cls: 2.8464, loss: 2.8464, grad_norm: 1.9142 2021-06-20 12:12:52,771 - mmaction - INFO - Epoch [36][580/1879] lr: 1.302e-01, eta: 7 days, 1:34:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6152, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.9445 2021-06-20 12:13:37,582 - mmaction - INFO - Epoch [36][600/1879] lr: 1.302e-01, eta: 7 days, 1:33:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6191, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.9066 2021-06-20 12:14:22,575 - mmaction - INFO - Epoch [36][620/1879] lr: 1.302e-01, eta: 7 days, 1:32:39, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6211, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.8830 2021-06-20 12:15:07,491 - mmaction - INFO - Epoch [36][640/1879] lr: 1.303e-01, eta: 7 days, 1:31:54, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6199, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9269 2021-06-20 12:15:52,343 - mmaction - INFO - Epoch [36][660/1879] lr: 1.303e-01, eta: 7 days, 1:31:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6199, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.8919 2021-06-20 12:16:37,230 - mmaction - INFO - Epoch [36][680/1879] lr: 1.303e-01, eta: 7 days, 1:30:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.9066 2021-06-20 12:17:22,029 - mmaction - INFO - Epoch [36][700/1879] lr: 1.304e-01, eta: 7 days, 1:29:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6254, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.9445 2021-06-20 12:18:06,813 - mmaction - INFO - Epoch [36][720/1879] lr: 1.304e-01, eta: 7 days, 1:28:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6051, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.8869 2021-06-20 12:18:51,650 - mmaction - INFO - Epoch [36][740/1879] lr: 1.304e-01, eta: 7 days, 1:28:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9092 2021-06-20 12:19:36,497 - mmaction - INFO - Epoch [36][760/1879] lr: 1.305e-01, eta: 7 days, 1:27:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6188, loss_cls: 2.9083, loss: 2.9083, grad_norm: 1.8695 2021-06-20 12:20:21,298 - mmaction - INFO - Epoch [36][780/1879] lr: 1.305e-01, eta: 7 days, 1:26:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6195, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.8925 2021-06-20 12:21:06,071 - mmaction - INFO - Epoch [36][800/1879] lr: 1.306e-01, eta: 7 days, 1:25:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6121, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.9010 2021-06-20 12:21:51,090 - mmaction - INFO - Epoch [36][820/1879] lr: 1.306e-01, eta: 7 days, 1:25:08, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9174 2021-06-20 12:22:35,858 - mmaction - INFO - Epoch [36][840/1879] lr: 1.306e-01, eta: 7 days, 1:24:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6227, loss_cls: 2.8472, loss: 2.8472, grad_norm: 1.9273 2021-06-20 12:23:20,570 - mmaction - INFO - Epoch [36][860/1879] lr: 1.307e-01, eta: 7 days, 1:23:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.9317 2021-06-20 12:24:05,344 - mmaction - INFO - Epoch [36][880/1879] lr: 1.307e-01, eta: 7 days, 1:22:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6191, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.8803 2021-06-20 12:24:50,208 - mmaction - INFO - Epoch [36][900/1879] lr: 1.307e-01, eta: 7 days, 1:22:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6215, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.8662 2021-06-20 12:25:35,077 - mmaction - INFO - Epoch [36][920/1879] lr: 1.308e-01, eta: 7 days, 1:21:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.9113 2021-06-20 12:26:19,746 - mmaction - INFO - Epoch [36][940/1879] lr: 1.308e-01, eta: 7 days, 1:20:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6066, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.8999 2021-06-20 12:27:04,531 - mmaction - INFO - Epoch [36][960/1879] lr: 1.308e-01, eta: 7 days, 1:19:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6402, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.8951 2021-06-20 12:27:49,217 - mmaction - INFO - Epoch [36][980/1879] lr: 1.309e-01, eta: 7 days, 1:19:04, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6254, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.8702 2021-06-20 12:28:33,977 - mmaction - INFO - Epoch [36][1000/1879] lr: 1.309e-01, eta: 7 days, 1:18:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6270, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.9071 2021-06-20 12:29:18,800 - mmaction - INFO - Epoch [36][1020/1879] lr: 1.309e-01, eta: 7 days, 1:17:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.8692 2021-06-20 12:30:03,623 - mmaction - INFO - Epoch [36][1040/1879] lr: 1.310e-01, eta: 7 days, 1:16:48, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6250, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.9023 2021-06-20 12:30:48,448 - mmaction - INFO - Epoch [36][1060/1879] lr: 1.310e-01, eta: 7 days, 1:16:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6207, loss_cls: 2.8358, loss: 2.8358, grad_norm: 1.9125 2021-06-20 12:31:33,194 - mmaction - INFO - Epoch [36][1080/1879] lr: 1.310e-01, eta: 7 days, 1:15:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6113, loss_cls: 2.9129, loss: 2.9129, grad_norm: 1.9307 2021-06-20 12:32:18,060 - mmaction - INFO - Epoch [36][1100/1879] lr: 1.311e-01, eta: 7 days, 1:14:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6258, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.8715 2021-06-20 12:33:02,816 - mmaction - INFO - Epoch [36][1120/1879] lr: 1.311e-01, eta: 7 days, 1:13:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6160, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.8784 2021-06-20 12:33:47,711 - mmaction - INFO - Epoch [36][1140/1879] lr: 1.311e-01, eta: 7 days, 1:13:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6238, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.8872 2021-06-20 12:34:32,680 - mmaction - INFO - Epoch [36][1160/1879] lr: 1.312e-01, eta: 7 days, 1:12:17, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6215, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.9058 2021-06-20 12:35:17,410 - mmaction - INFO - Epoch [36][1180/1879] lr: 1.312e-01, eta: 7 days, 1:11:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6254, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.8989 2021-06-20 12:36:02,256 - mmaction - INFO - Epoch [36][1200/1879] lr: 1.312e-01, eta: 7 days, 1:10:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.5965, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.9292 2021-06-20 12:36:47,058 - mmaction - INFO - Epoch [36][1220/1879] lr: 1.313e-01, eta: 7 days, 1:10:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6109, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.9122 2021-06-20 12:37:31,928 - mmaction - INFO - Epoch [36][1240/1879] lr: 1.313e-01, eta: 7 days, 1:09:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6102, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.8688 2021-06-20 12:38:16,636 - mmaction - INFO - Epoch [36][1260/1879] lr: 1.314e-01, eta: 7 days, 1:08:30, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3363, top5_acc: 0.6137, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.8508 2021-06-20 12:39:01,521 - mmaction - INFO - Epoch [36][1280/1879] lr: 1.314e-01, eta: 7 days, 1:07:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6289, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9119 2021-06-20 12:39:46,326 - mmaction - INFO - Epoch [36][1300/1879] lr: 1.314e-01, eta: 7 days, 1:07:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8357, loss: 2.8357, grad_norm: 1.9129 2021-06-20 12:40:31,117 - mmaction - INFO - Epoch [36][1320/1879] lr: 1.315e-01, eta: 7 days, 1:06:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6285, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.9152 2021-06-20 12:41:16,022 - mmaction - INFO - Epoch [36][1340/1879] lr: 1.315e-01, eta: 7 days, 1:05:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6262, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.8913 2021-06-20 12:42:00,780 - mmaction - INFO - Epoch [36][1360/1879] lr: 1.315e-01, eta: 7 days, 1:04:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6258, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.9359 2021-06-20 12:42:45,748 - mmaction - INFO - Epoch [36][1380/1879] lr: 1.316e-01, eta: 7 days, 1:03:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6246, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.8858 2021-06-20 12:43:30,537 - mmaction - INFO - Epoch [36][1400/1879] lr: 1.316e-01, eta: 7 days, 1:03:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6215, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.9355 2021-06-20 12:44:15,355 - mmaction - INFO - Epoch [36][1420/1879] lr: 1.316e-01, eta: 7 days, 1:02:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6105, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.9511 2021-06-20 12:45:00,170 - mmaction - INFO - Epoch [36][1440/1879] lr: 1.317e-01, eta: 7 days, 1:01:43, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6137, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.9490 2021-06-20 12:45:44,917 - mmaction - INFO - Epoch [36][1460/1879] lr: 1.317e-01, eta: 7 days, 1:00:58, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6184, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.8496 2021-06-20 12:46:29,646 - mmaction - INFO - Epoch [36][1480/1879] lr: 1.317e-01, eta: 7 days, 1:00:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6320, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.9392 2021-06-20 12:47:14,456 - mmaction - INFO - Epoch [36][1500/1879] lr: 1.318e-01, eta: 7 days, 0:59:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6277, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.9016 2021-06-20 12:47:59,249 - mmaction - INFO - Epoch [36][1520/1879] lr: 1.318e-01, eta: 7 days, 0:58:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6082, loss_cls: 2.9326, loss: 2.9326, grad_norm: 1.9450 2021-06-20 12:48:44,058 - mmaction - INFO - Epoch [36][1540/1879] lr: 1.318e-01, eta: 7 days, 0:57:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6027, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.9204 2021-06-20 12:49:28,774 - mmaction - INFO - Epoch [36][1560/1879] lr: 1.319e-01, eta: 7 days, 0:57:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6184, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.8463 2021-06-20 12:50:13,648 - mmaction - INFO - Epoch [36][1580/1879] lr: 1.319e-01, eta: 7 days, 0:56:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6125, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.8632 2021-06-20 12:50:58,349 - mmaction - INFO - Epoch [36][1600/1879] lr: 1.319e-01, eta: 7 days, 0:55:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.9687 2021-06-20 12:51:43,154 - mmaction - INFO - Epoch [36][1620/1879] lr: 1.320e-01, eta: 7 days, 0:54:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6035, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.9156 2021-06-20 12:52:27,913 - mmaction - INFO - Epoch [36][1640/1879] lr: 1.320e-01, eta: 7 days, 0:54:09, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6082, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.8889 2021-06-20 12:53:12,698 - mmaction - INFO - Epoch [36][1660/1879] lr: 1.321e-01, eta: 7 days, 0:53:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6133, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.8984 2021-06-20 12:53:57,511 - mmaction - INFO - Epoch [36][1680/1879] lr: 1.321e-01, eta: 7 days, 0:52:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6137, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.9091 2021-06-20 12:54:42,367 - mmaction - INFO - Epoch [36][1700/1879] lr: 1.321e-01, eta: 7 days, 0:51:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6234, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.9042 2021-06-20 12:55:27,113 - mmaction - INFO - Epoch [36][1720/1879] lr: 1.322e-01, eta: 7 days, 0:51:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.8989 2021-06-20 12:56:11,888 - mmaction - INFO - Epoch [36][1740/1879] lr: 1.322e-01, eta: 7 days, 0:50:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6027, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.9052 2021-06-20 12:56:56,666 - mmaction - INFO - Epoch [36][1760/1879] lr: 1.322e-01, eta: 7 days, 0:49:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6309, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.9084 2021-06-20 12:57:41,356 - mmaction - INFO - Epoch [36][1780/1879] lr: 1.323e-01, eta: 7 days, 0:48:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.9002 2021-06-20 12:58:26,107 - mmaction - INFO - Epoch [36][1800/1879] lr: 1.323e-01, eta: 7 days, 0:48:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6348, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.9414 2021-06-20 12:59:10,989 - mmaction - INFO - Epoch [36][1820/1879] lr: 1.323e-01, eta: 7 days, 0:47:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6109, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.9128 2021-06-20 12:59:55,849 - mmaction - INFO - Epoch [36][1840/1879] lr: 1.324e-01, eta: 7 days, 0:46:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6332, loss_cls: 2.8164, loss: 2.8164, grad_norm: 1.8961 2021-06-20 13:00:40,585 - mmaction - INFO - Epoch [36][1860/1879] lr: 1.324e-01, eta: 7 days, 0:45:50, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6129, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.9199 2021-06-20 13:01:25,196 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-06-20 13:03:06,031 - mmaction - INFO - Epoch [37][20/1879] lr: 1.317e-01, eta: 7 days, 0:45:14, time: 5.023, data_time: 2.727, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6086, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.9403 2021-06-20 13:03:51,086 - mmaction - INFO - Epoch [37][40/1879] lr: 1.318e-01, eta: 7 days, 0:44:30, time: 2.253, data_time: 0.003, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.7876, loss: 2.7876, grad_norm: 1.9125 2021-06-20 13:04:36,014 - mmaction - INFO - Epoch [37][60/1879] lr: 1.318e-01, eta: 7 days, 0:43:45, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6332, loss_cls: 2.7509, loss: 2.7509, grad_norm: 1.9456 2021-06-20 13:05:21,037 - mmaction - INFO - Epoch [37][80/1879] lr: 1.318e-01, eta: 7 days, 0:43:00, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6074, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.9058 2021-06-20 13:06:06,109 - mmaction - INFO - Epoch [37][100/1879] lr: 1.319e-01, eta: 7 days, 0:42:16, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6055, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.8608 2021-06-20 13:06:50,907 - mmaction - INFO - Epoch [37][120/1879] lr: 1.319e-01, eta: 7 days, 0:41:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6340, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.9451 2021-06-20 13:07:35,725 - mmaction - INFO - Epoch [37][140/1879] lr: 1.319e-01, eta: 7 days, 0:40:45, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6262, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.8865 2021-06-20 13:08:20,769 - mmaction - INFO - Epoch [37][160/1879] lr: 1.320e-01, eta: 7 days, 0:40:01, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6176, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.9239 2021-06-20 13:09:05,783 - mmaction - INFO - Epoch [37][180/1879] lr: 1.320e-01, eta: 7 days, 0:39:17, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6164, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.9412 2021-06-20 13:09:50,742 - mmaction - INFO - Epoch [37][200/1879] lr: 1.320e-01, eta: 7 days, 0:38:32, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6176, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.9121 2021-06-20 13:10:35,548 - mmaction - INFO - Epoch [37][220/1879] lr: 1.321e-01, eta: 7 days, 0:37:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6234, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.9285 2021-06-20 13:11:20,462 - mmaction - INFO - Epoch [37][240/1879] lr: 1.321e-01, eta: 7 days, 0:37:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6289, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.8805 2021-06-20 13:12:05,306 - mmaction - INFO - Epoch [37][260/1879] lr: 1.321e-01, eta: 7 days, 0:36:16, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6238, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.8562 2021-06-20 13:12:50,116 - mmaction - INFO - Epoch [37][280/1879] lr: 1.322e-01, eta: 7 days, 0:35:31, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6164, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.9192 2021-06-20 13:13:34,992 - mmaction - INFO - Epoch [37][300/1879] lr: 1.322e-01, eta: 7 days, 0:34:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6191, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.8717 2021-06-20 13:14:19,868 - mmaction - INFO - Epoch [37][320/1879] lr: 1.322e-01, eta: 7 days, 0:34:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6375, loss_cls: 2.8063, loss: 2.8063, grad_norm: 1.9575 2021-06-20 13:15:04,721 - mmaction - INFO - Epoch [37][340/1879] lr: 1.323e-01, eta: 7 days, 0:33:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6254, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.9706 2021-06-20 13:15:49,542 - mmaction - INFO - Epoch [37][360/1879] lr: 1.323e-01, eta: 7 days, 0:32:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.8992 2021-06-20 13:16:34,281 - mmaction - INFO - Epoch [37][380/1879] lr: 1.324e-01, eta: 7 days, 0:31:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6230, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.9048 2021-06-20 13:17:19,098 - mmaction - INFO - Epoch [37][400/1879] lr: 1.324e-01, eta: 7 days, 0:31:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6125, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.9034 2021-06-20 13:18:03,771 - mmaction - INFO - Epoch [37][420/1879] lr: 1.324e-01, eta: 7 days, 0:30:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.9249 2021-06-20 13:18:48,682 - mmaction - INFO - Epoch [37][440/1879] lr: 1.325e-01, eta: 7 days, 0:29:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6230, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.8874 2021-06-20 13:19:33,480 - mmaction - INFO - Epoch [37][460/1879] lr: 1.325e-01, eta: 7 days, 0:28:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6285, loss_cls: 2.8469, loss: 2.8469, grad_norm: 1.8973 2021-06-20 13:20:18,386 - mmaction - INFO - Epoch [37][480/1879] lr: 1.325e-01, eta: 7 days, 0:27:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6172, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.9216 2021-06-20 13:21:03,258 - mmaction - INFO - Epoch [37][500/1879] lr: 1.326e-01, eta: 7 days, 0:27:14, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6234, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.9142 2021-06-20 13:21:48,126 - mmaction - INFO - Epoch [37][520/1879] lr: 1.326e-01, eta: 7 days, 0:26:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6098, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.9051 2021-06-20 13:22:33,065 - mmaction - INFO - Epoch [37][540/1879] lr: 1.326e-01, eta: 7 days, 0:25:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6219, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.9352 2021-06-20 13:23:17,912 - mmaction - INFO - Epoch [37][560/1879] lr: 1.327e-01, eta: 7 days, 0:24:59, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6305, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.9065 2021-06-20 13:24:02,815 - mmaction - INFO - Epoch [37][580/1879] lr: 1.327e-01, eta: 7 days, 0:24:14, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6297, loss_cls: 2.8587, loss: 2.8587, grad_norm: 1.8960 2021-06-20 13:24:47,647 - mmaction - INFO - Epoch [37][600/1879] lr: 1.327e-01, eta: 7 days, 0:23:29, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6164, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.9271 2021-06-20 13:25:32,583 - mmaction - INFO - Epoch [37][620/1879] lr: 1.328e-01, eta: 7 days, 0:22:44, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6285, loss_cls: 2.8893, loss: 2.8893, grad_norm: 1.8709 2021-06-20 13:26:17,423 - mmaction - INFO - Epoch [37][640/1879] lr: 1.328e-01, eta: 7 days, 0:21:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6188, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.9011 2021-06-20 13:27:02,125 - mmaction - INFO - Epoch [37][660/1879] lr: 1.328e-01, eta: 7 days, 0:21:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6125, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.9213 2021-06-20 13:27:46,927 - mmaction - INFO - Epoch [37][680/1879] lr: 1.329e-01, eta: 7 days, 0:20:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6262, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.8741 2021-06-20 13:28:31,858 - mmaction - INFO - Epoch [37][700/1879] lr: 1.329e-01, eta: 7 days, 0:19:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6195, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.8765 2021-06-20 13:29:16,595 - mmaction - INFO - Epoch [37][720/1879] lr: 1.329e-01, eta: 7 days, 0:18:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6078, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.9841 2021-06-20 13:30:01,502 - mmaction - INFO - Epoch [37][740/1879] lr: 1.330e-01, eta: 7 days, 0:18:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6207, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.0052 2021-06-20 13:30:46,228 - mmaction - INFO - Epoch [37][760/1879] lr: 1.330e-01, eta: 7 days, 0:17:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6301, loss_cls: 2.8556, loss: 2.8556, grad_norm: 1.8843 2021-06-20 13:31:31,126 - mmaction - INFO - Epoch [37][780/1879] lr: 1.330e-01, eta: 7 days, 0:16:42, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6195, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.9492 2021-06-20 13:32:15,984 - mmaction - INFO - Epoch [37][800/1879] lr: 1.331e-01, eta: 7 days, 0:15:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6129, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.8825 2021-06-20 13:33:00,720 - mmaction - INFO - Epoch [37][820/1879] lr: 1.331e-01, eta: 7 days, 0:15:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6371, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.9370 2021-06-20 13:33:45,590 - mmaction - INFO - Epoch [37][840/1879] lr: 1.332e-01, eta: 7 days, 0:14:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8658, loss: 2.8658, grad_norm: 1.8846 2021-06-20 13:34:30,367 - mmaction - INFO - Epoch [37][860/1879] lr: 1.332e-01, eta: 7 days, 0:13:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6348, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.8833 2021-06-20 13:35:15,259 - mmaction - INFO - Epoch [37][880/1879] lr: 1.332e-01, eta: 7 days, 0:12:56, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6320, loss_cls: 2.8199, loss: 2.8199, grad_norm: 1.9091 2021-06-20 13:36:00,032 - mmaction - INFO - Epoch [37][900/1879] lr: 1.333e-01, eta: 7 days, 0:12:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6176, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.8616 2021-06-20 13:36:44,832 - mmaction - INFO - Epoch [37][920/1879] lr: 1.333e-01, eta: 7 days, 0:11:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.9209 2021-06-20 13:37:29,567 - mmaction - INFO - Epoch [37][940/1879] lr: 1.333e-01, eta: 7 days, 0:10:39, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6312, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.8980 2021-06-20 13:38:14,408 - mmaction - INFO - Epoch [37][960/1879] lr: 1.334e-01, eta: 7 days, 0:09:54, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6297, loss_cls: 2.8256, loss: 2.8256, grad_norm: 1.9382 2021-06-20 13:38:59,342 - mmaction - INFO - Epoch [37][980/1879] lr: 1.334e-01, eta: 7 days, 0:09:09, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6125, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.8578 2021-06-20 13:39:44,056 - mmaction - INFO - Epoch [37][1000/1879] lr: 1.334e-01, eta: 7 days, 0:08:24, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.9228 2021-06-20 13:40:28,807 - mmaction - INFO - Epoch [37][1020/1879] lr: 1.335e-01, eta: 7 days, 0:07:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6172, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.8116 2021-06-20 13:41:13,524 - mmaction - INFO - Epoch [37][1040/1879] lr: 1.335e-01, eta: 7 days, 0:06:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6156, loss_cls: 2.8931, loss: 2.8931, grad_norm: 1.8887 2021-06-20 13:41:58,332 - mmaction - INFO - Epoch [37][1060/1879] lr: 1.335e-01, eta: 7 days, 0:06:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.9144 2021-06-20 13:42:43,115 - mmaction - INFO - Epoch [37][1080/1879] lr: 1.336e-01, eta: 7 days, 0:05:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6211, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.8833 2021-06-20 13:43:27,836 - mmaction - INFO - Epoch [37][1100/1879] lr: 1.336e-01, eta: 7 days, 0:04:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6344, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.9122 2021-06-20 13:44:12,561 - mmaction - INFO - Epoch [37][1120/1879] lr: 1.336e-01, eta: 7 days, 0:03:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6320, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.8626 2021-06-20 13:44:57,356 - mmaction - INFO - Epoch [37][1140/1879] lr: 1.337e-01, eta: 7 days, 0:03:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6266, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.8494 2021-06-20 13:45:42,206 - mmaction - INFO - Epoch [37][1160/1879] lr: 1.337e-01, eta: 7 days, 0:02:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6246, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.9343 2021-06-20 13:46:27,064 - mmaction - INFO - Epoch [37][1180/1879] lr: 1.337e-01, eta: 7 days, 0:01:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.9414 2021-06-20 13:47:11,903 - mmaction - INFO - Epoch [37][1200/1879] lr: 1.338e-01, eta: 7 days, 0:00:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6203, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.8811 2021-06-20 13:47:56,752 - mmaction - INFO - Epoch [37][1220/1879] lr: 1.338e-01, eta: 7 days, 0:00:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.8931 2021-06-20 13:48:41,629 - mmaction - INFO - Epoch [37][1240/1879] lr: 1.338e-01, eta: 6 days, 23:59:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.8769 2021-06-20 13:49:26,455 - mmaction - INFO - Epoch [37][1260/1879] lr: 1.339e-01, eta: 6 days, 23:58:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6301, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.8917 2021-06-20 13:50:11,380 - mmaction - INFO - Epoch [37][1280/1879] lr: 1.339e-01, eta: 6 days, 23:57:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.8781 2021-06-20 13:50:56,127 - mmaction - INFO - Epoch [37][1300/1879] lr: 1.339e-01, eta: 6 days, 23:57:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6293, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.8778 2021-06-20 13:51:40,953 - mmaction - INFO - Epoch [37][1320/1879] lr: 1.340e-01, eta: 6 days, 23:56:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6270, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.9357 2021-06-20 13:52:25,700 - mmaction - INFO - Epoch [37][1340/1879] lr: 1.340e-01, eta: 6 days, 23:55:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.8873 2021-06-20 13:53:10,467 - mmaction - INFO - Epoch [37][1360/1879] lr: 1.341e-01, eta: 6 days, 23:54:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6184, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.8462 2021-06-20 13:53:55,398 - mmaction - INFO - Epoch [37][1380/1879] lr: 1.341e-01, eta: 6 days, 23:54:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6273, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.8813 2021-06-20 13:54:40,060 - mmaction - INFO - Epoch [37][1400/1879] lr: 1.341e-01, eta: 6 days, 23:53:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6184, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.8770 2021-06-20 13:55:24,932 - mmaction - INFO - Epoch [37][1420/1879] lr: 1.342e-01, eta: 6 days, 23:52:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6250, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.8873 2021-06-20 13:56:09,794 - mmaction - INFO - Epoch [37][1440/1879] lr: 1.342e-01, eta: 6 days, 23:51:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6273, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.9113 2021-06-20 13:56:54,645 - mmaction - INFO - Epoch [37][1460/1879] lr: 1.342e-01, eta: 6 days, 23:51:02, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.8585 2021-06-20 13:57:39,545 - mmaction - INFO - Epoch [37][1480/1879] lr: 1.343e-01, eta: 6 days, 23:50:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.8854 2021-06-20 13:58:24,223 - mmaction - INFO - Epoch [37][1500/1879] lr: 1.343e-01, eta: 6 days, 23:49:31, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6113, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.8335 2021-06-20 13:59:09,012 - mmaction - INFO - Epoch [37][1520/1879] lr: 1.343e-01, eta: 6 days, 23:48:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6266, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9138 2021-06-20 13:59:53,783 - mmaction - INFO - Epoch [37][1540/1879] lr: 1.344e-01, eta: 6 days, 23:48:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6172, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.8892 2021-06-20 14:00:38,583 - mmaction - INFO - Epoch [37][1560/1879] lr: 1.344e-01, eta: 6 days, 23:47:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.9141 2021-06-20 14:01:23,436 - mmaction - INFO - Epoch [37][1580/1879] lr: 1.344e-01, eta: 6 days, 23:46:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6105, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.8735 2021-06-20 14:02:08,395 - mmaction - INFO - Epoch [37][1600/1879] lr: 1.345e-01, eta: 6 days, 23:45:45, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.8927 2021-06-20 14:02:53,211 - mmaction - INFO - Epoch [37][1620/1879] lr: 1.345e-01, eta: 6 days, 23:45:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3527, top5_acc: 0.5918, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.8892 2021-06-20 14:03:38,064 - mmaction - INFO - Epoch [37][1640/1879] lr: 1.345e-01, eta: 6 days, 23:44:15, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6230, loss_cls: 2.9028, loss: 2.9028, grad_norm: 1.8691 2021-06-20 14:04:22,929 - mmaction - INFO - Epoch [37][1660/1879] lr: 1.346e-01, eta: 6 days, 23:43:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8707, loss: 2.8707, grad_norm: 1.8680 2021-06-20 14:05:07,825 - mmaction - INFO - Epoch [37][1680/1879] lr: 1.346e-01, eta: 6 days, 23:42:45, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6180, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.8938 2021-06-20 14:05:52,611 - mmaction - INFO - Epoch [37][1700/1879] lr: 1.346e-01, eta: 6 days, 23:41:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6137, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.8539 2021-06-20 14:06:37,386 - mmaction - INFO - Epoch [37][1720/1879] lr: 1.347e-01, eta: 6 days, 23:41:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6250, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.8853 2021-06-20 14:07:22,166 - mmaction - INFO - Epoch [37][1740/1879] lr: 1.347e-01, eta: 6 days, 23:40:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8707, loss: 2.8707, grad_norm: 1.9166 2021-06-20 14:08:06,910 - mmaction - INFO - Epoch [37][1760/1879] lr: 1.347e-01, eta: 6 days, 23:39:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6156, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.8811 2021-06-20 14:08:51,754 - mmaction - INFO - Epoch [37][1780/1879] lr: 1.348e-01, eta: 6 days, 23:38:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6121, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.8828 2021-06-20 14:09:36,589 - mmaction - INFO - Epoch [37][1800/1879] lr: 1.348e-01, eta: 6 days, 23:38:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6184, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.9201 2021-06-20 14:10:21,243 - mmaction - INFO - Epoch [37][1820/1879] lr: 1.348e-01, eta: 6 days, 23:37:27, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.5914, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.8824 2021-06-20 14:11:06,156 - mmaction - INFO - Epoch [37][1840/1879] lr: 1.349e-01, eta: 6 days, 23:36:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.8843 2021-06-20 14:11:51,096 - mmaction - INFO - Epoch [37][1860/1879] lr: 1.349e-01, eta: 6 days, 23:35:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6156, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.8355 2021-06-20 14:12:34,028 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-06-20 14:14:02,827 - mmaction - INFO - Epoch [38][20/1879] lr: 1.342e-01, eta: 6 days, 23:34:33, time: 4.419, data_time: 2.140, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6152, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.9485 2021-06-20 14:14:47,787 - mmaction - INFO - Epoch [38][40/1879] lr: 1.342e-01, eta: 6 days, 23:33:48, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6199, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.8836 2021-06-20 14:15:32,816 - mmaction - INFO - Epoch [38][60/1879] lr: 1.343e-01, eta: 6 days, 23:33:04, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6309, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.9071 2021-06-20 14:16:17,695 - mmaction - INFO - Epoch [38][80/1879] lr: 1.343e-01, eta: 6 days, 23:32:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.8763 2021-06-20 14:17:02,537 - mmaction - INFO - Epoch [38][100/1879] lr: 1.343e-01, eta: 6 days, 23:31:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6363, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.9207 2021-06-20 14:17:47,536 - mmaction - INFO - Epoch [38][120/1879] lr: 1.344e-01, eta: 6 days, 23:30:49, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6277, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.9259 2021-06-20 14:18:32,439 - mmaction - INFO - Epoch [38][140/1879] lr: 1.344e-01, eta: 6 days, 23:30:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6266, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.9149 2021-06-20 14:19:17,356 - mmaction - INFO - Epoch [38][160/1879] lr: 1.345e-01, eta: 6 days, 23:29:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6289, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.8996 2021-06-20 14:20:02,149 - mmaction - INFO - Epoch [38][180/1879] lr: 1.345e-01, eta: 6 days, 23:28:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.8825 2021-06-20 14:20:46,856 - mmaction - INFO - Epoch [38][200/1879] lr: 1.345e-01, eta: 6 days, 23:27:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6164, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.8787 2021-06-20 14:21:31,694 - mmaction - INFO - Epoch [38][220/1879] lr: 1.346e-01, eta: 6 days, 23:27:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6191, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.9247 2021-06-20 14:22:16,612 - mmaction - INFO - Epoch [38][240/1879] lr: 1.346e-01, eta: 6 days, 23:26:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6148, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.8827 2021-06-20 14:23:01,541 - mmaction - INFO - Epoch [38][260/1879] lr: 1.346e-01, eta: 6 days, 23:25:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6453, loss_cls: 2.8026, loss: 2.8026, grad_norm: 1.9255 2021-06-20 14:23:46,470 - mmaction - INFO - Epoch [38][280/1879] lr: 1.347e-01, eta: 6 days, 23:24:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6270, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.8961 2021-06-20 14:24:31,252 - mmaction - INFO - Epoch [38][300/1879] lr: 1.347e-01, eta: 6 days, 23:24:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6285, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.8867 2021-06-20 14:25:16,126 - mmaction - INFO - Epoch [38][320/1879] lr: 1.347e-01, eta: 6 days, 23:23:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6164, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.9495 2021-06-20 14:26:00,918 - mmaction - INFO - Epoch [38][340/1879] lr: 1.348e-01, eta: 6 days, 23:22:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6125, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.8779 2021-06-20 14:26:45,792 - mmaction - INFO - Epoch [38][360/1879] lr: 1.348e-01, eta: 6 days, 23:21:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6070, loss_cls: 2.8917, loss: 2.8917, grad_norm: 1.8838 2021-06-20 14:27:30,501 - mmaction - INFO - Epoch [38][380/1879] lr: 1.348e-01, eta: 6 days, 23:21:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6371, loss_cls: 2.7944, loss: 2.7944, grad_norm: 1.8711 2021-06-20 14:28:15,344 - mmaction - INFO - Epoch [38][400/1879] lr: 1.349e-01, eta: 6 days, 23:20:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6281, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.9483 2021-06-20 14:29:00,151 - mmaction - INFO - Epoch [38][420/1879] lr: 1.349e-01, eta: 6 days, 23:19:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6203, loss_cls: 2.8713, loss: 2.8713, grad_norm: 1.9360 2021-06-20 14:29:45,023 - mmaction - INFO - Epoch [38][440/1879] lr: 1.349e-01, eta: 6 days, 23:18:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6207, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.8735 2021-06-20 14:30:29,827 - mmaction - INFO - Epoch [38][460/1879] lr: 1.350e-01, eta: 6 days, 23:18:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6363, loss_cls: 2.8467, loss: 2.8467, grad_norm: 1.9267 2021-06-20 14:31:14,615 - mmaction - INFO - Epoch [38][480/1879] lr: 1.350e-01, eta: 6 days, 23:17:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6211, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.8991 2021-06-20 14:31:59,469 - mmaction - INFO - Epoch [38][500/1879] lr: 1.350e-01, eta: 6 days, 23:16:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6340, loss_cls: 2.8378, loss: 2.8378, grad_norm: 1.8779 2021-06-20 14:32:44,331 - mmaction - INFO - Epoch [38][520/1879] lr: 1.351e-01, eta: 6 days, 23:15:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6156, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.8929 2021-06-20 14:33:29,128 - mmaction - INFO - Epoch [38][540/1879] lr: 1.351e-01, eta: 6 days, 23:15:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.9591 2021-06-20 14:34:13,989 - mmaction - INFO - Epoch [38][560/1879] lr: 1.351e-01, eta: 6 days, 23:14:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6258, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.9459 2021-06-20 14:34:58,900 - mmaction - INFO - Epoch [38][580/1879] lr: 1.352e-01, eta: 6 days, 23:13:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6227, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.8941 2021-06-20 14:35:43,797 - mmaction - INFO - Epoch [38][600/1879] lr: 1.352e-01, eta: 6 days, 23:12:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6141, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.8625 2021-06-20 14:36:28,582 - mmaction - INFO - Epoch [38][620/1879] lr: 1.352e-01, eta: 6 days, 23:12:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6203, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.9123 2021-06-20 14:37:13,458 - mmaction - INFO - Epoch [38][640/1879] lr: 1.353e-01, eta: 6 days, 23:11:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6148, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.8858 2021-06-20 14:37:58,255 - mmaction - INFO - Epoch [38][660/1879] lr: 1.353e-01, eta: 6 days, 23:10:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6051, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.8421 2021-06-20 14:38:43,054 - mmaction - INFO - Epoch [38][680/1879] lr: 1.353e-01, eta: 6 days, 23:09:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.8518 2021-06-20 14:39:28,060 - mmaction - INFO - Epoch [38][700/1879] lr: 1.354e-01, eta: 6 days, 23:09:00, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6297, loss_cls: 2.8257, loss: 2.8257, grad_norm: 1.8701 2021-06-20 14:40:12,838 - mmaction - INFO - Epoch [38][720/1879] lr: 1.354e-01, eta: 6 days, 23:08:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.9280 2021-06-20 14:40:57,584 - mmaction - INFO - Epoch [38][740/1879] lr: 1.355e-01, eta: 6 days, 23:07:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6160, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.9319 2021-06-20 14:41:42,509 - mmaction - INFO - Epoch [38][760/1879] lr: 1.355e-01, eta: 6 days, 23:06:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6184, loss_cls: 2.8579, loss: 2.8579, grad_norm: 1.9261 2021-06-20 14:42:27,270 - mmaction - INFO - Epoch [38][780/1879] lr: 1.355e-01, eta: 6 days, 23:05:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6219, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.9190 2021-06-20 14:43:12,061 - mmaction - INFO - Epoch [38][800/1879] lr: 1.356e-01, eta: 6 days, 23:05:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.9172 2021-06-20 14:43:56,840 - mmaction - INFO - Epoch [38][820/1879] lr: 1.356e-01, eta: 6 days, 23:04:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6125, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.8992 2021-06-20 14:44:41,651 - mmaction - INFO - Epoch [38][840/1879] lr: 1.356e-01, eta: 6 days, 23:03:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6199, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.8476 2021-06-20 14:45:26,422 - mmaction - INFO - Epoch [38][860/1879] lr: 1.357e-01, eta: 6 days, 23:02:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.8899 2021-06-20 14:46:11,310 - mmaction - INFO - Epoch [38][880/1879] lr: 1.357e-01, eta: 6 days, 23:02:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6211, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.8691 2021-06-20 14:46:56,128 - mmaction - INFO - Epoch [38][900/1879] lr: 1.357e-01, eta: 6 days, 23:01:27, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6020, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.8896 2021-06-20 14:47:40,947 - mmaction - INFO - Epoch [38][920/1879] lr: 1.358e-01, eta: 6 days, 23:00:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6094, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.9463 2021-06-20 14:48:25,763 - mmaction - INFO - Epoch [38][940/1879] lr: 1.358e-01, eta: 6 days, 22:59:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6223, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.8900 2021-06-20 14:49:10,542 - mmaction - INFO - Epoch [38][960/1879] lr: 1.358e-01, eta: 6 days, 22:59:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6180, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.8762 2021-06-20 14:49:55,323 - mmaction - INFO - Epoch [38][980/1879] lr: 1.359e-01, eta: 6 days, 22:58:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6254, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.8806 2021-06-20 14:50:40,092 - mmaction - INFO - Epoch [38][1000/1879] lr: 1.359e-01, eta: 6 days, 22:57:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6285, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.9054 2021-06-20 14:51:24,995 - mmaction - INFO - Epoch [38][1020/1879] lr: 1.359e-01, eta: 6 days, 22:56:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6137, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.8601 2021-06-20 14:52:09,849 - mmaction - INFO - Epoch [38][1040/1879] lr: 1.360e-01, eta: 6 days, 22:56:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6145, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.8486 2021-06-20 14:52:54,516 - mmaction - INFO - Epoch [38][1060/1879] lr: 1.360e-01, eta: 6 days, 22:55:24, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6172, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.8871 2021-06-20 14:53:39,293 - mmaction - INFO - Epoch [38][1080/1879] lr: 1.360e-01, eta: 6 days, 22:54:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6098, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.8711 2021-06-20 14:54:24,084 - mmaction - INFO - Epoch [38][1100/1879] lr: 1.361e-01, eta: 6 days, 22:53:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.8846 2021-06-20 14:55:08,826 - mmaction - INFO - Epoch [38][1120/1879] lr: 1.361e-01, eta: 6 days, 22:53:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6230, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.8954 2021-06-20 14:55:53,750 - mmaction - INFO - Epoch [38][1140/1879] lr: 1.361e-01, eta: 6 days, 22:52:23, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6355, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.8793 2021-06-20 14:56:38,604 - mmaction - INFO - Epoch [38][1160/1879] lr: 1.362e-01, eta: 6 days, 22:51:38, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6188, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.8715 2021-06-20 14:57:23,336 - mmaction - INFO - Epoch [38][1180/1879] lr: 1.362e-01, eta: 6 days, 22:50:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6398, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.8937 2021-06-20 14:58:08,233 - mmaction - INFO - Epoch [38][1200/1879] lr: 1.362e-01, eta: 6 days, 22:50:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6188, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.9384 2021-06-20 14:58:53,029 - mmaction - INFO - Epoch [38][1220/1879] lr: 1.363e-01, eta: 6 days, 22:49:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6148, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.8743 2021-06-20 14:59:37,948 - mmaction - INFO - Epoch [38][1240/1879] lr: 1.363e-01, eta: 6 days, 22:48:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.9175 2021-06-20 15:00:22,626 - mmaction - INFO - Epoch [38][1260/1879] lr: 1.363e-01, eta: 6 days, 22:47:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6238, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.8493 2021-06-20 15:01:07,393 - mmaction - INFO - Epoch [38][1280/1879] lr: 1.364e-01, eta: 6 days, 22:47:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6211, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.8797 2021-06-20 15:01:52,244 - mmaction - INFO - Epoch [38][1300/1879] lr: 1.364e-01, eta: 6 days, 22:46:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6145, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.8491 2021-06-20 15:02:36,987 - mmaction - INFO - Epoch [38][1320/1879] lr: 1.365e-01, eta: 6 days, 22:45:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6246, loss_cls: 2.8412, loss: 2.8412, grad_norm: 1.8718 2021-06-20 15:03:21,688 - mmaction - INFO - Epoch [38][1340/1879] lr: 1.365e-01, eta: 6 days, 22:44:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.8854 2021-06-20 15:04:06,558 - mmaction - INFO - Epoch [38][1360/1879] lr: 1.365e-01, eta: 6 days, 22:44:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6410, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.8638 2021-06-20 15:04:51,332 - mmaction - INFO - Epoch [38][1380/1879] lr: 1.366e-01, eta: 6 days, 22:43:19, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.9075, loss: 2.9075, grad_norm: 1.8437 2021-06-20 15:05:36,250 - mmaction - INFO - Epoch [38][1400/1879] lr: 1.366e-01, eta: 6 days, 22:42:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6145, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.8434 2021-06-20 15:06:21,004 - mmaction - INFO - Epoch [38][1420/1879] lr: 1.366e-01, eta: 6 days, 22:41:49, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6223, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.8342 2021-06-20 15:07:05,719 - mmaction - INFO - Epoch [38][1440/1879] lr: 1.367e-01, eta: 6 days, 22:41:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.8656 2021-06-20 15:07:50,477 - mmaction - INFO - Epoch [38][1460/1879] lr: 1.367e-01, eta: 6 days, 22:40:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.8612 2021-06-20 15:08:35,309 - mmaction - INFO - Epoch [38][1480/1879] lr: 1.367e-01, eta: 6 days, 22:39:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9292, loss: 2.9292, grad_norm: 1.8539 2021-06-20 15:09:20,239 - mmaction - INFO - Epoch [38][1500/1879] lr: 1.368e-01, eta: 6 days, 22:38:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.9071 2021-06-20 15:10:04,947 - mmaction - INFO - Epoch [38][1520/1879] lr: 1.368e-01, eta: 6 days, 22:38:02, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6230, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.8139 2021-06-20 15:10:49,661 - mmaction - INFO - Epoch [38][1540/1879] lr: 1.368e-01, eta: 6 days, 22:37:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6090, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.8794 2021-06-20 15:11:34,359 - mmaction - INFO - Epoch [38][1560/1879] lr: 1.369e-01, eta: 6 days, 22:36:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6145, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.8556 2021-06-20 15:12:19,134 - mmaction - INFO - Epoch [38][1580/1879] lr: 1.369e-01, eta: 6 days, 22:35:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.8439 2021-06-20 15:13:04,011 - mmaction - INFO - Epoch [38][1600/1879] lr: 1.369e-01, eta: 6 days, 22:35:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6266, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.8821 2021-06-20 15:13:48,568 - mmaction - INFO - Epoch [38][1620/1879] lr: 1.370e-01, eta: 6 days, 22:34:14, time: 2.228, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6270, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.8895 2021-06-20 15:14:33,340 - mmaction - INFO - Epoch [38][1640/1879] lr: 1.370e-01, eta: 6 days, 22:33:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.8768 2021-06-20 15:15:18,080 - mmaction - INFO - Epoch [38][1660/1879] lr: 1.370e-01, eta: 6 days, 22:32:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6426, loss_cls: 2.8116, loss: 2.8116, grad_norm: 1.8408 2021-06-20 15:16:02,856 - mmaction - INFO - Epoch [38][1680/1879] lr: 1.371e-01, eta: 6 days, 22:31:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6113, loss_cls: 2.9161, loss: 2.9161, grad_norm: 1.9502 2021-06-20 15:16:47,720 - mmaction - INFO - Epoch [38][1700/1879] lr: 1.371e-01, eta: 6 days, 22:31:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6121, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.8930 2021-06-20 15:17:32,615 - mmaction - INFO - Epoch [38][1720/1879] lr: 1.371e-01, eta: 6 days, 22:30:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3293, top5_acc: 0.5922, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.8702 2021-06-20 15:18:17,346 - mmaction - INFO - Epoch [38][1740/1879] lr: 1.372e-01, eta: 6 days, 22:29:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6113, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.8552 2021-06-20 15:19:02,088 - mmaction - INFO - Epoch [38][1760/1879] lr: 1.372e-01, eta: 6 days, 22:28:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6277, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.8839 2021-06-20 15:19:46,955 - mmaction - INFO - Epoch [38][1780/1879] lr: 1.372e-01, eta: 6 days, 22:28:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6020, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.9360 2021-06-20 15:20:31,667 - mmaction - INFO - Epoch [38][1800/1879] lr: 1.373e-01, eta: 6 days, 22:27:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.9638 2021-06-20 15:21:16,494 - mmaction - INFO - Epoch [38][1820/1879] lr: 1.373e-01, eta: 6 days, 22:26:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.5949, loss_cls: 2.9393, loss: 2.9393, grad_norm: 1.8798 2021-06-20 15:22:01,416 - mmaction - INFO - Epoch [38][1840/1879] lr: 1.373e-01, eta: 6 days, 22:25:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6176, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.8797 2021-06-20 15:22:46,089 - mmaction - INFO - Epoch [38][1860/1879] lr: 1.374e-01, eta: 6 days, 22:25:11, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6230, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.8567 2021-06-20 15:23:29,151 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-06-20 15:24:58,465 - mmaction - INFO - Epoch [39][20/1879] lr: 1.366e-01, eta: 6 days, 22:23:47, time: 4.437, data_time: 2.052, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6020, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.8296 2021-06-20 15:25:43,343 - mmaction - INFO - Epoch [39][40/1879] lr: 1.367e-01, eta: 6 days, 22:23:02, time: 2.244, data_time: 0.004, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6102, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.8470 2021-06-20 15:26:28,218 - mmaction - INFO - Epoch [39][60/1879] lr: 1.367e-01, eta: 6 days, 22:22:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8340, loss: 2.8340, grad_norm: 1.8646 2021-06-20 15:27:13,167 - mmaction - INFO - Epoch [39][80/1879] lr: 1.367e-01, eta: 6 days, 22:21:33, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6297, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.8793 2021-06-20 15:27:58,237 - mmaction - INFO - Epoch [39][100/1879] lr: 1.368e-01, eta: 6 days, 22:20:48, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6332, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.8462 2021-06-20 15:28:43,207 - mmaction - INFO - Epoch [39][120/1879] lr: 1.368e-01, eta: 6 days, 22:20:04, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6367, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.8676 2021-06-20 15:29:28,105 - mmaction - INFO - Epoch [39][140/1879] lr: 1.368e-01, eta: 6 days, 22:19:19, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6160, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.8192 2021-06-20 15:30:12,940 - mmaction - INFO - Epoch [39][160/1879] lr: 1.369e-01, eta: 6 days, 22:18:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.8927 2021-06-20 15:30:57,689 - mmaction - INFO - Epoch [39][180/1879] lr: 1.369e-01, eta: 6 days, 22:17:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6152, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.9179 2021-06-20 15:31:42,641 - mmaction - INFO - Epoch [39][200/1879] lr: 1.369e-01, eta: 6 days, 22:17:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6359, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.8851 2021-06-20 15:32:27,593 - mmaction - INFO - Epoch [39][220/1879] lr: 1.370e-01, eta: 6 days, 22:16:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6270, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.9243 2021-06-20 15:33:12,492 - mmaction - INFO - Epoch [39][240/1879] lr: 1.370e-01, eta: 6 days, 22:15:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6453, loss_cls: 2.8112, loss: 2.8112, grad_norm: 1.8734 2021-06-20 15:33:57,448 - mmaction - INFO - Epoch [39][260/1879] lr: 1.370e-01, eta: 6 days, 22:14:49, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6230, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.9355 2021-06-20 15:34:42,446 - mmaction - INFO - Epoch [39][280/1879] lr: 1.371e-01, eta: 6 days, 22:14:04, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6039, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.8712 2021-06-20 15:35:27,342 - mmaction - INFO - Epoch [39][300/1879] lr: 1.371e-01, eta: 6 days, 22:13:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.8691 2021-06-20 15:36:12,230 - mmaction - INFO - Epoch [39][320/1879] lr: 1.372e-01, eta: 6 days, 22:12:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6277, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.8940 2021-06-20 15:36:57,142 - mmaction - INFO - Epoch [39][340/1879] lr: 1.372e-01, eta: 6 days, 22:11:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.8879 2021-06-20 15:37:42,097 - mmaction - INFO - Epoch [39][360/1879] lr: 1.372e-01, eta: 6 days, 22:11:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.8793 2021-06-20 15:38:26,961 - mmaction - INFO - Epoch [39][380/1879] lr: 1.373e-01, eta: 6 days, 22:10:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6180, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.8593 2021-06-20 15:39:11,760 - mmaction - INFO - Epoch [39][400/1879] lr: 1.373e-01, eta: 6 days, 22:09:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6152, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.8543 2021-06-20 15:39:56,579 - mmaction - INFO - Epoch [39][420/1879] lr: 1.373e-01, eta: 6 days, 22:08:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6164, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.9150 2021-06-20 15:40:41,426 - mmaction - INFO - Epoch [39][440/1879] lr: 1.374e-01, eta: 6 days, 22:08:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6254, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.9349 2021-06-20 15:41:26,267 - mmaction - INFO - Epoch [39][460/1879] lr: 1.374e-01, eta: 6 days, 22:07:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6207, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.8617 2021-06-20 15:42:11,012 - mmaction - INFO - Epoch [39][480/1879] lr: 1.374e-01, eta: 6 days, 22:06:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.8689 2021-06-20 15:42:55,871 - mmaction - INFO - Epoch [39][500/1879] lr: 1.375e-01, eta: 6 days, 22:05:49, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6207, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.8630 2021-06-20 15:43:40,661 - mmaction - INFO - Epoch [39][520/1879] lr: 1.375e-01, eta: 6 days, 22:05:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6301, loss_cls: 2.8149, loss: 2.8149, grad_norm: 1.9050 2021-06-20 15:44:25,605 - mmaction - INFO - Epoch [39][540/1879] lr: 1.375e-01, eta: 6 days, 22:04:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6199, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.8506 2021-06-20 15:45:10,640 - mmaction - INFO - Epoch [39][560/1879] lr: 1.376e-01, eta: 6 days, 22:03:34, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6246, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.9257 2021-06-20 15:45:55,522 - mmaction - INFO - Epoch [39][580/1879] lr: 1.376e-01, eta: 6 days, 22:02:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.8784 2021-06-20 15:46:40,246 - mmaction - INFO - Epoch [39][600/1879] lr: 1.376e-01, eta: 6 days, 22:02:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6168, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.8902 2021-06-20 15:47:24,978 - mmaction - INFO - Epoch [39][620/1879] lr: 1.377e-01, eta: 6 days, 22:01:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6230, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.8925 2021-06-20 15:48:09,775 - mmaction - INFO - Epoch [39][640/1879] lr: 1.377e-01, eta: 6 days, 22:00:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6172, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.8566 2021-06-20 15:48:54,634 - mmaction - INFO - Epoch [39][660/1879] lr: 1.377e-01, eta: 6 days, 21:59:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6145, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.8526 2021-06-20 15:49:39,430 - mmaction - INFO - Epoch [39][680/1879] lr: 1.378e-01, eta: 6 days, 21:59:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6199, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.8961 2021-06-20 15:50:24,234 - mmaction - INFO - Epoch [39][700/1879] lr: 1.378e-01, eta: 6 days, 21:58:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6152, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.8859 2021-06-20 15:51:09,141 - mmaction - INFO - Epoch [39][720/1879] lr: 1.378e-01, eta: 6 days, 21:57:32, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6211, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.8494 2021-06-20 15:51:53,980 - mmaction - INFO - Epoch [39][740/1879] lr: 1.379e-01, eta: 6 days, 21:56:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6184, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.9166 2021-06-20 15:52:38,740 - mmaction - INFO - Epoch [39][760/1879] lr: 1.379e-01, eta: 6 days, 21:56:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.8863 2021-06-20 15:53:23,558 - mmaction - INFO - Epoch [39][780/1879] lr: 1.379e-01, eta: 6 days, 21:55:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6098, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.8466 2021-06-20 15:54:08,368 - mmaction - INFO - Epoch [39][800/1879] lr: 1.380e-01, eta: 6 days, 21:54:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6285, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.8590 2021-06-20 15:54:53,275 - mmaction - INFO - Epoch [39][820/1879] lr: 1.380e-01, eta: 6 days, 21:53:46, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6215, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.9114 2021-06-20 15:55:38,048 - mmaction - INFO - Epoch [39][840/1879] lr: 1.380e-01, eta: 6 days, 21:53:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6270, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.8239 2021-06-20 15:56:22,853 - mmaction - INFO - Epoch [39][860/1879] lr: 1.381e-01, eta: 6 days, 21:52:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6066, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.9736 2021-06-20 15:57:07,540 - mmaction - INFO - Epoch [39][880/1879] lr: 1.381e-01, eta: 6 days, 21:51:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6066, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.9106 2021-06-20 15:57:52,296 - mmaction - INFO - Epoch [39][900/1879] lr: 1.381e-01, eta: 6 days, 21:50:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6191, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.8956 2021-06-20 15:58:37,209 - mmaction - INFO - Epoch [39][920/1879] lr: 1.382e-01, eta: 6 days, 21:49:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6184, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.8400 2021-06-20 15:59:22,233 - mmaction - INFO - Epoch [39][940/1879] lr: 1.382e-01, eta: 6 days, 21:49:15, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6195, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.9153 2021-06-20 16:00:06,846 - mmaction - INFO - Epoch [39][960/1879] lr: 1.382e-01, eta: 6 days, 21:48:29, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6203, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.8334 2021-06-20 16:00:51,550 - mmaction - INFO - Epoch [39][980/1879] lr: 1.383e-01, eta: 6 days, 21:47:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6277, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.8620 2021-06-20 16:01:36,448 - mmaction - INFO - Epoch [39][1000/1879] lr: 1.383e-01, eta: 6 days, 21:46:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6121, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.9338 2021-06-20 16:02:21,150 - mmaction - INFO - Epoch [39][1020/1879] lr: 1.383e-01, eta: 6 days, 21:46:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6207, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.8649 2021-06-20 16:03:05,898 - mmaction - INFO - Epoch [39][1040/1879] lr: 1.384e-01, eta: 6 days, 21:45:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6051, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.8291 2021-06-20 16:03:50,783 - mmaction - INFO - Epoch [39][1060/1879] lr: 1.384e-01, eta: 6 days, 21:44:42, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6129, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.8654 2021-06-20 16:04:35,802 - mmaction - INFO - Epoch [39][1080/1879] lr: 1.385e-01, eta: 6 days, 21:43:58, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.8881 2021-06-20 16:05:20,592 - mmaction - INFO - Epoch [39][1100/1879] lr: 1.385e-01, eta: 6 days, 21:43:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6234, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.9059 2021-06-20 16:06:05,316 - mmaction - INFO - Epoch [39][1120/1879] lr: 1.385e-01, eta: 6 days, 21:42:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6168, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9138 2021-06-20 16:06:50,041 - mmaction - INFO - Epoch [39][1140/1879] lr: 1.386e-01, eta: 6 days, 21:41:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6113, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.8818 2021-06-20 16:07:34,781 - mmaction - INFO - Epoch [39][1160/1879] lr: 1.386e-01, eta: 6 days, 21:40:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6176, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.1771 2021-06-20 16:08:19,676 - mmaction - INFO - Epoch [39][1180/1879] lr: 1.386e-01, eta: 6 days, 21:40:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6020, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.2059 2021-06-20 16:09:04,443 - mmaction - INFO - Epoch [39][1200/1879] lr: 1.387e-01, eta: 6 days, 21:39:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.5961, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.9017 2021-06-20 16:09:49,226 - mmaction - INFO - Epoch [39][1220/1879] lr: 1.387e-01, eta: 6 days, 21:38:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6070, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.0049 2021-06-20 16:10:34,064 - mmaction - INFO - Epoch [39][1240/1879] lr: 1.387e-01, eta: 6 days, 21:37:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6176, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.9631 2021-06-20 16:11:18,773 - mmaction - INFO - Epoch [39][1260/1879] lr: 1.388e-01, eta: 6 days, 21:37:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9229 2021-06-20 16:12:03,470 - mmaction - INFO - Epoch [39][1280/1879] lr: 1.388e-01, eta: 6 days, 21:36:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6027, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.0301 2021-06-20 16:12:48,133 - mmaction - INFO - Epoch [39][1300/1879] lr: 1.388e-01, eta: 6 days, 21:35:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6117, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.9384 2021-06-20 16:13:32,923 - mmaction - INFO - Epoch [39][1320/1879] lr: 1.389e-01, eta: 6 days, 21:34:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6227, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.8247 2021-06-20 16:14:17,720 - mmaction - INFO - Epoch [39][1340/1879] lr: 1.389e-01, eta: 6 days, 21:34:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.9061 2021-06-20 16:15:02,452 - mmaction - INFO - Epoch [39][1360/1879] lr: 1.389e-01, eta: 6 days, 21:33:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6285, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.9553 2021-06-20 16:15:47,210 - mmaction - INFO - Epoch [39][1380/1879] lr: 1.390e-01, eta: 6 days, 21:32:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.8535 2021-06-20 16:16:31,991 - mmaction - INFO - Epoch [39][1400/1879] lr: 1.390e-01, eta: 6 days, 21:31:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.7936 2021-06-20 16:17:16,768 - mmaction - INFO - Epoch [39][1420/1879] lr: 1.390e-01, eta: 6 days, 21:31:06, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6301, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.8627 2021-06-20 16:18:01,404 - mmaction - INFO - Epoch [39][1440/1879] lr: 1.391e-01, eta: 6 days, 21:30:20, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6312, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.9007 2021-06-20 16:18:46,087 - mmaction - INFO - Epoch [39][1460/1879] lr: 1.391e-01, eta: 6 days, 21:29:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6180, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.8927 2021-06-20 16:19:30,872 - mmaction - INFO - Epoch [39][1480/1879] lr: 1.391e-01, eta: 6 days, 21:28:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6012, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.8855 2021-06-20 16:20:15,647 - mmaction - INFO - Epoch [39][1500/1879] lr: 1.392e-01, eta: 6 days, 21:28:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6301, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.8568 2021-06-20 16:21:00,336 - mmaction - INFO - Epoch [39][1520/1879] lr: 1.392e-01, eta: 6 days, 21:27:18, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6020, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.8433 2021-06-20 16:21:45,153 - mmaction - INFO - Epoch [39][1540/1879] lr: 1.392e-01, eta: 6 days, 21:26:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6250, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.8510 2021-06-20 16:22:29,873 - mmaction - INFO - Epoch [39][1560/1879] lr: 1.393e-01, eta: 6 days, 21:25:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6055, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.8807 2021-06-20 16:23:14,663 - mmaction - INFO - Epoch [39][1580/1879] lr: 1.393e-01, eta: 6 days, 21:25:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6164, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.8968 2021-06-20 16:23:59,435 - mmaction - INFO - Epoch [39][1600/1879] lr: 1.393e-01, eta: 6 days, 21:24:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6137, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.8215 2021-06-20 16:24:44,129 - mmaction - INFO - Epoch [39][1620/1879] lr: 1.394e-01, eta: 6 days, 21:23:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.5941, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.8701 2021-06-20 16:25:29,043 - mmaction - INFO - Epoch [39][1640/1879] lr: 1.394e-01, eta: 6 days, 21:22:46, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.8917 2021-06-20 16:26:13,702 - mmaction - INFO - Epoch [39][1660/1879] lr: 1.394e-01, eta: 6 days, 21:22:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6152, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.8811 2021-06-20 16:26:58,493 - mmaction - INFO - Epoch [39][1680/1879] lr: 1.395e-01, eta: 6 days, 21:21:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6113, loss_cls: 2.9207, loss: 2.9207, grad_norm: 1.8904 2021-06-20 16:27:43,312 - mmaction - INFO - Epoch [39][1700/1879] lr: 1.395e-01, eta: 6 days, 21:20:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6070, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.8464 2021-06-20 16:28:27,910 - mmaction - INFO - Epoch [39][1720/1879] lr: 1.395e-01, eta: 6 days, 21:19:43, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6113, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.8276 2021-06-20 16:29:12,707 - mmaction - INFO - Epoch [39][1740/1879] lr: 1.396e-01, eta: 6 days, 21:18:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.8282 2021-06-20 16:29:57,415 - mmaction - INFO - Epoch [39][1760/1879] lr: 1.396e-01, eta: 6 days, 21:18:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6137, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.8863 2021-06-20 16:30:42,244 - mmaction - INFO - Epoch [39][1780/1879] lr: 1.397e-01, eta: 6 days, 21:17:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6109, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.9292 2021-06-20 16:31:27,018 - mmaction - INFO - Epoch [39][1800/1879] lr: 1.397e-01, eta: 6 days, 21:16:42, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.8414 2021-06-20 16:32:11,847 - mmaction - INFO - Epoch [39][1820/1879] lr: 1.397e-01, eta: 6 days, 21:15:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6047, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.8537 2021-06-20 16:32:56,656 - mmaction - INFO - Epoch [39][1840/1879] lr: 1.398e-01, eta: 6 days, 21:15:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6164, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.8676 2021-06-20 16:33:41,313 - mmaction - INFO - Epoch [39][1860/1879] lr: 1.398e-01, eta: 6 days, 21:14:26, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6375, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.8532 2021-06-20 16:34:24,385 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-06-20 16:36:04,398 - mmaction - INFO - Epoch [40][20/1879] lr: 1.390e-01, eta: 6 days, 21:13:40, time: 4.962, data_time: 2.066, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6480, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.8791 2021-06-20 16:36:49,337 - mmaction - INFO - Epoch [40][40/1879] lr: 1.390e-01, eta: 6 days, 21:12:56, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.8099, loss: 2.8099, grad_norm: 1.9333 2021-06-20 16:37:34,178 - mmaction - INFO - Epoch [40][60/1879] lr: 1.391e-01, eta: 6 days, 21:12:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6160, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.8642 2021-06-20 16:38:19,142 - mmaction - INFO - Epoch [40][80/1879] lr: 1.391e-01, eta: 6 days, 21:11:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6277, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.9231 2021-06-20 16:39:03,925 - mmaction - INFO - Epoch [40][100/1879] lr: 1.391e-01, eta: 6 days, 21:10:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6188, loss_cls: 2.8314, loss: 2.8314, grad_norm: 1.8688 2021-06-20 16:39:48,782 - mmaction - INFO - Epoch [40][120/1879] lr: 1.392e-01, eta: 6 days, 21:09:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6281, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.8481 2021-06-20 16:40:33,709 - mmaction - INFO - Epoch [40][140/1879] lr: 1.392e-01, eta: 6 days, 21:09:10, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6434, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.8701 2021-06-20 16:41:18,676 - mmaction - INFO - Epoch [40][160/1879] lr: 1.392e-01, eta: 6 days, 21:08:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6133, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.9166 2021-06-20 16:42:03,486 - mmaction - INFO - Epoch [40][180/1879] lr: 1.393e-01, eta: 6 days, 21:07:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6207, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.8990 2021-06-20 16:42:48,326 - mmaction - INFO - Epoch [40][200/1879] lr: 1.393e-01, eta: 6 days, 21:06:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6254, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.8407 2021-06-20 16:43:33,084 - mmaction - INFO - Epoch [40][220/1879] lr: 1.393e-01, eta: 6 days, 21:06:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.8228 2021-06-20 16:44:17,906 - mmaction - INFO - Epoch [40][240/1879] lr: 1.394e-01, eta: 6 days, 21:05:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6121, loss_cls: 2.9089, loss: 2.9089, grad_norm: 1.8877 2021-06-20 16:45:02,696 - mmaction - INFO - Epoch [40][260/1879] lr: 1.394e-01, eta: 6 days, 21:04:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6168, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.8628 2021-06-20 16:45:47,579 - mmaction - INFO - Epoch [40][280/1879] lr: 1.394e-01, eta: 6 days, 21:03:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6184, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.8984 2021-06-20 16:46:32,376 - mmaction - INFO - Epoch [40][300/1879] lr: 1.395e-01, eta: 6 days, 21:03:09, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6059, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.9014 2021-06-20 16:47:17,291 - mmaction - INFO - Epoch [40][320/1879] lr: 1.395e-01, eta: 6 days, 21:02:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6254, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.9680 2021-06-20 16:48:02,072 - mmaction - INFO - Epoch [40][340/1879] lr: 1.395e-01, eta: 6 days, 21:01:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.9001 2021-06-20 16:48:46,954 - mmaction - INFO - Epoch [40][360/1879] lr: 1.396e-01, eta: 6 days, 21:00:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6203, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.8587 2021-06-20 16:49:31,796 - mmaction - INFO - Epoch [40][380/1879] lr: 1.396e-01, eta: 6 days, 21:00:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6227, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.8586 2021-06-20 16:50:16,588 - mmaction - INFO - Epoch [40][400/1879] lr: 1.397e-01, eta: 6 days, 20:59:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6145, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.8648 2021-06-20 16:51:01,449 - mmaction - INFO - Epoch [40][420/1879] lr: 1.397e-01, eta: 6 days, 20:58:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6266, loss_cls: 2.8413, loss: 2.8413, grad_norm: 1.8606 2021-06-20 16:51:46,334 - mmaction - INFO - Epoch [40][440/1879] lr: 1.397e-01, eta: 6 days, 20:57:53, time: 2.244, data_time: 0.006, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6426, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.9273 2021-06-20 16:52:31,068 - mmaction - INFO - Epoch [40][460/1879] lr: 1.398e-01, eta: 6 days, 20:57:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6137, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.8719 2021-06-20 16:53:15,802 - mmaction - INFO - Epoch [40][480/1879] lr: 1.398e-01, eta: 6 days, 20:56:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6172, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.8251 2021-06-20 16:54:00,594 - mmaction - INFO - Epoch [40][500/1879] lr: 1.398e-01, eta: 6 days, 20:55:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6191, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.8730 2021-06-20 16:54:45,445 - mmaction - INFO - Epoch [40][520/1879] lr: 1.399e-01, eta: 6 days, 20:54:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.8268 2021-06-20 16:55:30,117 - mmaction - INFO - Epoch [40][540/1879] lr: 1.399e-01, eta: 6 days, 20:54:06, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6316, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.8987 2021-06-20 16:56:14,791 - mmaction - INFO - Epoch [40][560/1879] lr: 1.399e-01, eta: 6 days, 20:53:21, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6129, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.8853 2021-06-20 16:56:59,557 - mmaction - INFO - Epoch [40][580/1879] lr: 1.400e-01, eta: 6 days, 20:52:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6191, loss_cls: 2.8820, loss: 2.8820, grad_norm: 1.8289 2021-06-20 16:57:44,279 - mmaction - INFO - Epoch [40][600/1879] lr: 1.400e-01, eta: 6 days, 20:51:50, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6234, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.9443 2021-06-20 16:58:29,086 - mmaction - INFO - Epoch [40][620/1879] lr: 1.400e-01, eta: 6 days, 20:51:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6355, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.8718 2021-06-20 16:59:13,750 - mmaction - INFO - Epoch [40][640/1879] lr: 1.401e-01, eta: 6 days, 20:50:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.2866 2021-06-20 16:59:58,537 - mmaction - INFO - Epoch [40][660/1879] lr: 1.401e-01, eta: 6 days, 20:49:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3309, top5_acc: 0.5996, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.9727 2021-06-20 17:00:43,279 - mmaction - INFO - Epoch [40][680/1879] lr: 1.401e-01, eta: 6 days, 20:48:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6066, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.8496 2021-06-20 17:01:28,062 - mmaction - INFO - Epoch [40][700/1879] lr: 1.402e-01, eta: 6 days, 20:48:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.9265 2021-06-20 17:02:12,785 - mmaction - INFO - Epoch [40][720/1879] lr: 1.402e-01, eta: 6 days, 20:47:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6172, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.8549 2021-06-20 17:02:57,529 - mmaction - INFO - Epoch [40][740/1879] lr: 1.402e-01, eta: 6 days, 20:46:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.8740 2021-06-20 17:03:42,254 - mmaction - INFO - Epoch [40][760/1879] lr: 1.403e-01, eta: 6 days, 20:45:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6184, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.8800 2021-06-20 17:04:27,070 - mmaction - INFO - Epoch [40][780/1879] lr: 1.403e-01, eta: 6 days, 20:45:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6305, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.8327 2021-06-20 17:05:11,783 - mmaction - INFO - Epoch [40][800/1879] lr: 1.403e-01, eta: 6 days, 20:44:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.8880 2021-06-20 17:05:56,438 - mmaction - INFO - Epoch [40][820/1879] lr: 1.404e-01, eta: 6 days, 20:43:29, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6262, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.8751 2021-06-20 17:06:41,174 - mmaction - INFO - Epoch [40][840/1879] lr: 1.404e-01, eta: 6 days, 20:42:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6109, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.8744 2021-06-20 17:07:25,903 - mmaction - INFO - Epoch [40][860/1879] lr: 1.404e-01, eta: 6 days, 20:41:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6059, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.8743 2021-06-20 17:08:10,684 - mmaction - INFO - Epoch [40][880/1879] lr: 1.405e-01, eta: 6 days, 20:41:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6227, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.8677 2021-06-20 17:08:55,440 - mmaction - INFO - Epoch [40][900/1879] lr: 1.405e-01, eta: 6 days, 20:40:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6172, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.8315 2021-06-20 17:09:40,200 - mmaction - INFO - Epoch [40][920/1879] lr: 1.405e-01, eta: 6 days, 20:39:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6145, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.8665 2021-06-20 17:10:24,860 - mmaction - INFO - Epoch [40][940/1879] lr: 1.406e-01, eta: 6 days, 20:38:56, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3469, top5_acc: 0.5871, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.8535 2021-06-20 17:11:09,597 - mmaction - INFO - Epoch [40][960/1879] lr: 1.406e-01, eta: 6 days, 20:38:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6113, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.8654 2021-06-20 17:11:54,190 - mmaction - INFO - Epoch [40][980/1879] lr: 1.406e-01, eta: 6 days, 20:37:25, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6293, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.8868 2021-06-20 17:12:39,010 - mmaction - INFO - Epoch [40][1000/1879] lr: 1.407e-01, eta: 6 days, 20:36:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6137, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.8817 2021-06-20 17:13:23,746 - mmaction - INFO - Epoch [40][1020/1879] lr: 1.407e-01, eta: 6 days, 20:35:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6164, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.8012 2021-06-20 17:14:08,539 - mmaction - INFO - Epoch [40][1040/1879] lr: 1.407e-01, eta: 6 days, 20:35:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6387, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.8807 2021-06-20 17:14:53,292 - mmaction - INFO - Epoch [40][1060/1879] lr: 1.408e-01, eta: 6 days, 20:34:23, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6199, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.9111 2021-06-20 17:15:38,105 - mmaction - INFO - Epoch [40][1080/1879] lr: 1.408e-01, eta: 6 days, 20:33:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.8813 2021-06-20 17:16:22,890 - mmaction - INFO - Epoch [40][1100/1879] lr: 1.408e-01, eta: 6 days, 20:32:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6152, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.8760 2021-06-20 17:17:07,627 - mmaction - INFO - Epoch [40][1120/1879] lr: 1.409e-01, eta: 6 days, 20:32:07, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.8647 2021-06-20 17:17:52,376 - mmaction - INFO - Epoch [40][1140/1879] lr: 1.409e-01, eta: 6 days, 20:31:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6070, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.8252 2021-06-20 17:18:37,193 - mmaction - INFO - Epoch [40][1160/1879] lr: 1.409e-01, eta: 6 days, 20:30:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6277, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.8402 2021-06-20 17:19:21,981 - mmaction - INFO - Epoch [40][1180/1879] lr: 1.410e-01, eta: 6 days, 20:29:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6074, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.8717 2021-06-20 17:20:06,736 - mmaction - INFO - Epoch [40][1200/1879] lr: 1.410e-01, eta: 6 days, 20:29:06, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6129, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.8356 2021-06-20 17:20:51,664 - mmaction - INFO - Epoch [40][1220/1879] lr: 1.410e-01, eta: 6 days, 20:28:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.8992 2021-06-20 17:21:36,526 - mmaction - INFO - Epoch [40][1240/1879] lr: 1.411e-01, eta: 6 days, 20:27:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6199, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.8290 2021-06-20 17:22:21,532 - mmaction - INFO - Epoch [40][1260/1879] lr: 1.411e-01, eta: 6 days, 20:26:51, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6195, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.9246 2021-06-20 17:23:06,233 - mmaction - INFO - Epoch [40][1280/1879] lr: 1.412e-01, eta: 6 days, 20:26:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6094, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.8395 2021-06-20 17:23:51,015 - mmaction - INFO - Epoch [40][1300/1879] lr: 1.412e-01, eta: 6 days, 20:25:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.8502 2021-06-20 17:24:35,808 - mmaction - INFO - Epoch [40][1320/1879] lr: 1.412e-01, eta: 6 days, 20:24:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.8753 2021-06-20 17:25:20,524 - mmaction - INFO - Epoch [40][1340/1879] lr: 1.413e-01, eta: 6 days, 20:23:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6191, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.8731 2021-06-20 17:26:05,220 - mmaction - INFO - Epoch [40][1360/1879] lr: 1.413e-01, eta: 6 days, 20:23:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6191, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.8336 2021-06-20 17:26:49,979 - mmaction - INFO - Epoch [40][1380/1879] lr: 1.413e-01, eta: 6 days, 20:22:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6266, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.8941 2021-06-20 17:27:34,782 - mmaction - INFO - Epoch [40][1400/1879] lr: 1.414e-01, eta: 6 days, 20:21:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6035, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.8594 2021-06-20 17:28:19,601 - mmaction - INFO - Epoch [40][1420/1879] lr: 1.414e-01, eta: 6 days, 20:20:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6223, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.9080 2021-06-20 17:29:04,452 - mmaction - INFO - Epoch [40][1440/1879] lr: 1.414e-01, eta: 6 days, 20:20:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6156, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.8441 2021-06-20 17:29:49,343 - mmaction - INFO - Epoch [40][1460/1879] lr: 1.415e-01, eta: 6 days, 20:19:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6281, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.8457 2021-06-20 17:30:34,113 - mmaction - INFO - Epoch [40][1480/1879] lr: 1.415e-01, eta: 6 days, 20:18:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6207, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.8472 2021-06-20 17:31:18,914 - mmaction - INFO - Epoch [40][1500/1879] lr: 1.415e-01, eta: 6 days, 20:17:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.8270 2021-06-20 17:32:03,674 - mmaction - INFO - Epoch [40][1520/1879] lr: 1.416e-01, eta: 6 days, 20:17:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6168, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.8496 2021-06-20 17:32:48,624 - mmaction - INFO - Epoch [40][1540/1879] lr: 1.416e-01, eta: 6 days, 20:16:17, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.8357 2021-06-20 17:33:33,407 - mmaction - INFO - Epoch [40][1560/1879] lr: 1.416e-01, eta: 6 days, 20:15:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.8916 2021-06-20 17:34:18,311 - mmaction - INFO - Epoch [40][1580/1879] lr: 1.417e-01, eta: 6 days, 20:14:47, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3383, top5_acc: 0.6039, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.8745 2021-06-20 17:35:03,128 - mmaction - INFO - Epoch [40][1600/1879] lr: 1.417e-01, eta: 6 days, 20:14:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6051, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.8477 2021-06-20 17:35:47,986 - mmaction - INFO - Epoch [40][1620/1879] lr: 1.417e-01, eta: 6 days, 20:13:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6152, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.8854 2021-06-20 17:36:32,798 - mmaction - INFO - Epoch [40][1640/1879] lr: 1.418e-01, eta: 6 days, 20:12:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6008, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.8611 2021-06-20 17:37:17,532 - mmaction - INFO - Epoch [40][1660/1879] lr: 1.418e-01, eta: 6 days, 20:11:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6176, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.8646 2021-06-20 17:38:02,268 - mmaction - INFO - Epoch [40][1680/1879] lr: 1.418e-01, eta: 6 days, 20:11:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6070, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.8754 2021-06-20 17:38:47,170 - mmaction - INFO - Epoch [40][1700/1879] lr: 1.419e-01, eta: 6 days, 20:10:16, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6008, loss_cls: 2.9671, loss: 2.9671, grad_norm: 1.8711 2021-06-20 17:39:31,872 - mmaction - INFO - Epoch [40][1720/1879] lr: 1.419e-01, eta: 6 days, 20:09:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6051, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.8387 2021-06-20 17:40:16,771 - mmaction - INFO - Epoch [40][1740/1879] lr: 1.419e-01, eta: 6 days, 20:08:45, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6039, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.8904 2021-06-20 17:41:01,581 - mmaction - INFO - Epoch [40][1760/1879] lr: 1.420e-01, eta: 6 days, 20:08:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6031, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.8408 2021-06-20 17:41:46,405 - mmaction - INFO - Epoch [40][1780/1879] lr: 1.420e-01, eta: 6 days, 20:07:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6133, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.8926 2021-06-20 17:42:31,195 - mmaction - INFO - Epoch [40][1800/1879] lr: 1.420e-01, eta: 6 days, 20:06:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6195, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.8386 2021-06-20 17:43:16,166 - mmaction - INFO - Epoch [40][1820/1879] lr: 1.421e-01, eta: 6 days, 20:05:45, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6137, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.8199 2021-06-20 17:44:01,034 - mmaction - INFO - Epoch [40][1840/1879] lr: 1.421e-01, eta: 6 days, 20:05:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6125, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.8956 2021-06-20 17:44:45,857 - mmaction - INFO - Epoch [40][1860/1879] lr: 1.421e-01, eta: 6 days, 20:04:14, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6059, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.8794 2021-06-20 17:45:28,931 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-06-20 17:46:57,586 - mmaction - INFO - Epoch [41][20/1879] lr: 1.413e-01, eta: 6 days, 20:02:50, time: 4.421, data_time: 2.135, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6242, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.8188 2021-06-20 17:47:42,486 - mmaction - INFO - Epoch [41][40/1879] lr: 1.413e-01, eta: 6 days, 20:02:05, time: 2.245, data_time: 0.002, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6285, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.8525 2021-06-20 17:48:27,364 - mmaction - INFO - Epoch [41][60/1879] lr: 1.413e-01, eta: 6 days, 20:01:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6207, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.8931 2021-06-20 17:49:12,405 - mmaction - INFO - Epoch [41][80/1879] lr: 1.413e-01, eta: 6 days, 20:00:35, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6227, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.8648 2021-06-20 17:49:57,280 - mmaction - INFO - Epoch [41][100/1879] lr: 1.413e-01, eta: 6 days, 19:59:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6176, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.8516 2021-06-20 17:50:42,308 - mmaction - INFO - Epoch [41][120/1879] lr: 1.413e-01, eta: 6 days, 19:59:06, time: 2.252, data_time: 0.002, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6113, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.8361 2021-06-20 17:51:27,276 - mmaction - INFO - Epoch [41][140/1879] lr: 1.413e-01, eta: 6 days, 19:58:21, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.8436 2021-06-20 17:52:12,310 - mmaction - INFO - Epoch [41][160/1879] lr: 1.413e-01, eta: 6 days, 19:57:37, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6340, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.8586 2021-06-20 17:52:57,224 - mmaction - INFO - Epoch [41][180/1879] lr: 1.413e-01, eta: 6 days, 19:56:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6426, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.8491 2021-06-20 17:53:42,188 - mmaction - INFO - Epoch [41][200/1879] lr: 1.413e-01, eta: 6 days, 19:56:07, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6176, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.9058 2021-06-20 17:54:27,103 - mmaction - INFO - Epoch [41][220/1879] lr: 1.413e-01, eta: 6 days, 19:55:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6141, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.8568 2021-06-20 17:55:11,961 - mmaction - INFO - Epoch [41][240/1879] lr: 1.413e-01, eta: 6 days, 19:54:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.8974 2021-06-20 17:55:56,888 - mmaction - INFO - Epoch [41][260/1879] lr: 1.413e-01, eta: 6 days, 19:53:53, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9094, loss: 2.9094, grad_norm: 1.8770 2021-06-20 17:56:41,830 - mmaction - INFO - Epoch [41][280/1879] lr: 1.413e-01, eta: 6 days, 19:53:08, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6039, loss_cls: 2.9261, loss: 2.9261, grad_norm: 1.8898 2021-06-20 17:57:26,827 - mmaction - INFO - Epoch [41][300/1879] lr: 1.413e-01, eta: 6 days, 19:52:23, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6121, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.9078 2021-06-20 17:58:11,712 - mmaction - INFO - Epoch [41][320/1879] lr: 1.413e-01, eta: 6 days, 19:51:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6184, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.8648 2021-06-20 17:58:56,553 - mmaction - INFO - Epoch [41][340/1879] lr: 1.413e-01, eta: 6 days, 19:50:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6273, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.8551 2021-06-20 17:59:41,352 - mmaction - INFO - Epoch [41][360/1879] lr: 1.413e-01, eta: 6 days, 19:50:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6207, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.8764 2021-06-20 18:00:27,278 - mmaction - INFO - Epoch [41][380/1879] lr: 1.413e-01, eta: 6 days, 19:49:26, time: 2.296, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6277, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.8563 2021-06-20 18:01:12,194 - mmaction - INFO - Epoch [41][400/1879] lr: 1.413e-01, eta: 6 days, 19:48:42, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6270, loss_cls: 2.8059, loss: 2.8059, grad_norm: 1.8304 2021-06-20 18:01:57,101 - mmaction - INFO - Epoch [41][420/1879] lr: 1.413e-01, eta: 6 days, 19:47:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6145, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8536 2021-06-20 18:02:42,012 - mmaction - INFO - Epoch [41][440/1879] lr: 1.413e-01, eta: 6 days, 19:47:12, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6152, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.8986 2021-06-20 18:03:26,934 - mmaction - INFO - Epoch [41][460/1879] lr: 1.413e-01, eta: 6 days, 19:46:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6285, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.8418 2021-06-20 18:04:11,808 - mmaction - INFO - Epoch [41][480/1879] lr: 1.413e-01, eta: 6 days, 19:45:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6234, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.8764 2021-06-20 18:04:56,501 - mmaction - INFO - Epoch [41][500/1879] lr: 1.413e-01, eta: 6 days, 19:44:56, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6379, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.8364 2021-06-20 18:05:41,271 - mmaction - INFO - Epoch [41][520/1879] lr: 1.413e-01, eta: 6 days, 19:44:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6324, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.9243 2021-06-20 18:06:26,128 - mmaction - INFO - Epoch [41][540/1879] lr: 1.413e-01, eta: 6 days, 19:43:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.9395 2021-06-20 18:07:10,997 - mmaction - INFO - Epoch [41][560/1879] lr: 1.413e-01, eta: 6 days, 19:42:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6152, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.8795 2021-06-20 18:07:55,932 - mmaction - INFO - Epoch [41][580/1879] lr: 1.413e-01, eta: 6 days, 19:41:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.5910, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.8884 2021-06-20 18:08:40,601 - mmaction - INFO - Epoch [41][600/1879] lr: 1.413e-01, eta: 6 days, 19:41:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6207, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.8694 2021-06-20 18:09:25,383 - mmaction - INFO - Epoch [41][620/1879] lr: 1.413e-01, eta: 6 days, 19:40:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6215, loss_cls: 2.8919, loss: 2.8919, grad_norm: 1.8985 2021-06-20 18:10:10,084 - mmaction - INFO - Epoch [41][640/1879] lr: 1.413e-01, eta: 6 days, 19:39:39, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.8937 2021-06-20 18:10:54,951 - mmaction - INFO - Epoch [41][660/1879] lr: 1.413e-01, eta: 6 days, 19:38:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6234, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.9228 2021-06-20 18:11:39,722 - mmaction - INFO - Epoch [41][680/1879] lr: 1.413e-01, eta: 6 days, 19:38:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6078, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.8578 2021-06-20 18:12:24,545 - mmaction - INFO - Epoch [41][700/1879] lr: 1.413e-01, eta: 6 days, 19:37:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.8580 2021-06-20 18:13:09,328 - mmaction - INFO - Epoch [41][720/1879] lr: 1.413e-01, eta: 6 days, 19:36:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6090, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.8833 2021-06-20 18:13:54,097 - mmaction - INFO - Epoch [41][740/1879] lr: 1.413e-01, eta: 6 days, 19:35:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6395, loss_cls: 2.8323, loss: 2.8323, grad_norm: 1.9311 2021-06-20 18:14:38,931 - mmaction - INFO - Epoch [41][760/1879] lr: 1.413e-01, eta: 6 days, 19:35:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6090, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.9886 2021-06-20 18:15:23,870 - mmaction - INFO - Epoch [41][780/1879] lr: 1.413e-01, eta: 6 days, 19:34:23, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.5965, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.9165 2021-06-20 18:16:08,609 - mmaction - INFO - Epoch [41][800/1879] lr: 1.413e-01, eta: 6 days, 19:33:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3383, top5_acc: 0.5957, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.8943 2021-06-20 18:16:53,410 - mmaction - INFO - Epoch [41][820/1879] lr: 1.413e-01, eta: 6 days, 19:32:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3332, top5_acc: 0.6113, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.8860 2021-06-20 18:17:38,233 - mmaction - INFO - Epoch [41][840/1879] lr: 1.413e-01, eta: 6 days, 19:32:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6168, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.9036 2021-06-20 18:18:22,959 - mmaction - INFO - Epoch [41][860/1879] lr: 1.413e-01, eta: 6 days, 19:31:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6113, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.8883 2021-06-20 18:19:07,762 - mmaction - INFO - Epoch [41][880/1879] lr: 1.413e-01, eta: 6 days, 19:30:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6160, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.8632 2021-06-20 18:19:52,585 - mmaction - INFO - Epoch [41][900/1879] lr: 1.413e-01, eta: 6 days, 19:29:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6195, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.8564 2021-06-20 18:20:37,439 - mmaction - INFO - Epoch [41][920/1879] lr: 1.413e-01, eta: 6 days, 19:29:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6203, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.9061 2021-06-20 18:21:22,246 - mmaction - INFO - Epoch [41][940/1879] lr: 1.413e-01, eta: 6 days, 19:28:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.8582 2021-06-20 18:22:07,060 - mmaction - INFO - Epoch [41][960/1879] lr: 1.413e-01, eta: 6 days, 19:27:36, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6156, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.8474 2021-06-20 18:22:51,841 - mmaction - INFO - Epoch [41][980/1879] lr: 1.413e-01, eta: 6 days, 19:26:51, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.8972 2021-06-20 18:23:36,660 - mmaction - INFO - Epoch [41][1000/1879] lr: 1.413e-01, eta: 6 days, 19:26:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.6137, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.8485 2021-06-20 18:24:21,393 - mmaction - INFO - Epoch [41][1020/1879] lr: 1.413e-01, eta: 6 days, 19:25:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6141, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.8060 2021-06-20 18:25:06,145 - mmaction - INFO - Epoch [41][1040/1879] lr: 1.413e-01, eta: 6 days, 19:24:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6160, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.8380 2021-06-20 18:25:50,832 - mmaction - INFO - Epoch [41][1060/1879] lr: 1.413e-01, eta: 6 days, 19:23:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6238, loss_cls: 2.8116, loss: 2.8116, grad_norm: 1.8471 2021-06-20 18:26:35,571 - mmaction - INFO - Epoch [41][1080/1879] lr: 1.413e-01, eta: 6 days, 19:23:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6082, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.8889 2021-06-20 18:27:20,413 - mmaction - INFO - Epoch [41][1100/1879] lr: 1.413e-01, eta: 6 days, 19:22:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.8986 2021-06-20 18:28:05,253 - mmaction - INFO - Epoch [41][1120/1879] lr: 1.413e-01, eta: 6 days, 19:21:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6223, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.8420 2021-06-20 18:28:49,926 - mmaction - INFO - Epoch [41][1140/1879] lr: 1.413e-01, eta: 6 days, 19:20:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.8364 2021-06-20 18:29:34,749 - mmaction - INFO - Epoch [41][1160/1879] lr: 1.413e-01, eta: 6 days, 19:20:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6250, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.8637 2021-06-20 18:30:19,400 - mmaction - INFO - Epoch [41][1180/1879] lr: 1.413e-01, eta: 6 days, 19:19:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6094, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.8407 2021-06-20 18:31:04,237 - mmaction - INFO - Epoch [41][1200/1879] lr: 1.413e-01, eta: 6 days, 19:18:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6352, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.8674 2021-06-20 18:31:48,948 - mmaction - INFO - Epoch [41][1220/1879] lr: 1.413e-01, eta: 6 days, 19:17:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6027, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.8285 2021-06-20 18:32:33,742 - mmaction - INFO - Epoch [41][1240/1879] lr: 1.413e-01, eta: 6 days, 19:17:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6082, loss_cls: 2.9114, loss: 2.9114, grad_norm: 1.9162 2021-06-20 18:33:18,520 - mmaction - INFO - Epoch [41][1260/1879] lr: 1.413e-01, eta: 6 days, 19:16:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.7923 2021-06-20 18:34:03,193 - mmaction - INFO - Epoch [41][1280/1879] lr: 1.413e-01, eta: 6 days, 19:15:30, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6195, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.8563 2021-06-20 18:34:48,056 - mmaction - INFO - Epoch [41][1300/1879] lr: 1.413e-01, eta: 6 days, 19:14:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6223, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.8553 2021-06-20 18:35:32,883 - mmaction - INFO - Epoch [41][1320/1879] lr: 1.413e-01, eta: 6 days, 19:13:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6250, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.8730 2021-06-20 18:36:17,670 - mmaction - INFO - Epoch [41][1340/1879] lr: 1.413e-01, eta: 6 days, 19:13:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6180, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.9527 2021-06-20 18:37:02,466 - mmaction - INFO - Epoch [41][1360/1879] lr: 1.413e-01, eta: 6 days, 19:12:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6293, loss_cls: 2.8171, loss: 2.8171, grad_norm: 1.8665 2021-06-20 18:37:47,236 - mmaction - INFO - Epoch [41][1380/1879] lr: 1.413e-01, eta: 6 days, 19:11:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6125, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.8472 2021-06-20 18:38:32,113 - mmaction - INFO - Epoch [41][1400/1879] lr: 1.413e-01, eta: 6 days, 19:10:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6270, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.8252 2021-06-20 18:39:16,913 - mmaction - INFO - Epoch [41][1420/1879] lr: 1.413e-01, eta: 6 days, 19:10:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6031, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.8669 2021-06-20 18:40:01,709 - mmaction - INFO - Epoch [41][1440/1879] lr: 1.413e-01, eta: 6 days, 19:09:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6125, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.8939 2021-06-20 18:40:46,553 - mmaction - INFO - Epoch [41][1460/1879] lr: 1.413e-01, eta: 6 days, 19:08:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6016, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.8934 2021-06-20 18:41:31,274 - mmaction - INFO - Epoch [41][1480/1879] lr: 1.413e-01, eta: 6 days, 19:07:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6227, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.8328 2021-06-20 18:42:16,191 - mmaction - INFO - Epoch [41][1500/1879] lr: 1.413e-01, eta: 6 days, 19:07:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6105, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.8967 2021-06-20 18:43:00,916 - mmaction - INFO - Epoch [41][1520/1879] lr: 1.413e-01, eta: 6 days, 19:06:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.9000 2021-06-20 18:43:45,811 - mmaction - INFO - Epoch [41][1540/1879] lr: 1.413e-01, eta: 6 days, 19:05:42, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6129, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.9229 2021-06-20 18:44:30,775 - mmaction - INFO - Epoch [41][1560/1879] lr: 1.413e-01, eta: 6 days, 19:04:57, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6223, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.8459 2021-06-20 18:45:15,557 - mmaction - INFO - Epoch [41][1580/1879] lr: 1.413e-01, eta: 6 days, 19:04:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6125, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.8849 2021-06-20 18:46:00,379 - mmaction - INFO - Epoch [41][1600/1879] lr: 1.413e-01, eta: 6 days, 19:03:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6035, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8706 2021-06-20 18:46:45,185 - mmaction - INFO - Epoch [41][1620/1879] lr: 1.413e-01, eta: 6 days, 19:02:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6234, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.8450 2021-06-20 18:47:30,076 - mmaction - INFO - Epoch [41][1640/1879] lr: 1.413e-01, eta: 6 days, 19:01:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6121, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.8788 2021-06-20 18:48:15,092 - mmaction - INFO - Epoch [41][1660/1879] lr: 1.413e-01, eta: 6 days, 19:01:12, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.9133 2021-06-20 18:48:59,976 - mmaction - INFO - Epoch [41][1680/1879] lr: 1.413e-01, eta: 6 days, 19:00:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.5934, loss_cls: 2.9885, loss: 2.9885, grad_norm: 1.8250 2021-06-20 18:49:44,810 - mmaction - INFO - Epoch [41][1700/1879] lr: 1.413e-01, eta: 6 days, 18:59:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6422, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.8665 2021-06-20 18:50:29,632 - mmaction - INFO - Epoch [41][1720/1879] lr: 1.413e-01, eta: 6 days, 18:58:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6148, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.8576 2021-06-20 18:51:14,340 - mmaction - INFO - Epoch [41][1740/1879] lr: 1.413e-01, eta: 6 days, 18:58:11, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6352, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.8959 2021-06-20 18:51:59,167 - mmaction - INFO - Epoch [41][1760/1879] lr: 1.413e-01, eta: 6 days, 18:57:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6117, loss_cls: 2.8933, loss: 2.8933, grad_norm: 1.8248 2021-06-20 18:52:43,929 - mmaction - INFO - Epoch [41][1780/1879] lr: 1.413e-01, eta: 6 days, 18:56:41, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6168, loss_cls: 2.8792, loss: 2.8792, grad_norm: 1.8732 2021-06-20 18:53:28,776 - mmaction - INFO - Epoch [41][1800/1879] lr: 1.413e-01, eta: 6 days, 18:55:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6125, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.8576 2021-06-20 18:54:13,574 - mmaction - INFO - Epoch [41][1820/1879] lr: 1.413e-01, eta: 6 days, 18:55:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6273, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.8732 2021-06-20 18:54:58,435 - mmaction - INFO - Epoch [41][1840/1879] lr: 1.413e-01, eta: 6 days, 18:54:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6188, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.8530 2021-06-20 18:55:43,421 - mmaction - INFO - Epoch [41][1860/1879] lr: 1.413e-01, eta: 6 days, 18:53:41, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6160, loss_cls: 2.8682, loss: 2.8682, grad_norm: 1.8480 2021-06-20 18:56:40,822 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-06-20 18:59:11,056 - mmaction - INFO - Epoch [42][20/1879] lr: 1.404e-01, eta: 6 days, 18:55:43, time: 7.466, data_time: 5.186, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6266, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.9104 2021-06-20 18:59:55,911 - mmaction - INFO - Epoch [42][40/1879] lr: 1.404e-01, eta: 6 days, 18:54:57, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.9077 2021-06-20 19:00:40,887 - mmaction - INFO - Epoch [42][60/1879] lr: 1.404e-01, eta: 6 days, 18:54:13, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.8472 2021-06-20 19:01:25,936 - mmaction - INFO - Epoch [42][80/1879] lr: 1.404e-01, eta: 6 days, 18:53:28, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6344, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.9066 2021-06-20 19:02:10,907 - mmaction - INFO - Epoch [42][100/1879] lr: 1.404e-01, eta: 6 days, 18:52:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6383, loss_cls: 2.7696, loss: 2.7696, grad_norm: 1.8673 2021-06-20 19:02:55,736 - mmaction - INFO - Epoch [42][120/1879] lr: 1.404e-01, eta: 6 days, 18:51:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6285, loss_cls: 2.7905, loss: 2.7905, grad_norm: 1.9266 2021-06-20 19:03:40,699 - mmaction - INFO - Epoch [42][140/1879] lr: 1.404e-01, eta: 6 days, 18:51:13, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6160, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.8940 2021-06-20 19:04:25,705 - mmaction - INFO - Epoch [42][160/1879] lr: 1.404e-01, eta: 6 days, 18:50:29, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6105, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.8753 2021-06-20 19:05:10,692 - mmaction - INFO - Epoch [42][180/1879] lr: 1.404e-01, eta: 6 days, 18:49:44, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6184, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.8481 2021-06-20 19:05:55,723 - mmaction - INFO - Epoch [42][200/1879] lr: 1.404e-01, eta: 6 days, 18:49:00, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6176, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.8869 2021-06-20 19:06:40,718 - mmaction - INFO - Epoch [42][220/1879] lr: 1.404e-01, eta: 6 days, 18:48:15, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6168, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.8528 2021-06-20 19:07:25,579 - mmaction - INFO - Epoch [42][240/1879] lr: 1.404e-01, eta: 6 days, 18:47:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6152, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.8872 2021-06-20 19:08:10,556 - mmaction - INFO - Epoch [42][260/1879] lr: 1.404e-01, eta: 6 days, 18:46:45, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6141, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.8816 2021-06-20 19:08:55,364 - mmaction - INFO - Epoch [42][280/1879] lr: 1.404e-01, eta: 6 days, 18:46:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6094, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8554 2021-06-20 19:09:40,181 - mmaction - INFO - Epoch [42][300/1879] lr: 1.404e-01, eta: 6 days, 18:45:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6148, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.8659 2021-06-20 19:10:25,115 - mmaction - INFO - Epoch [42][320/1879] lr: 1.404e-01, eta: 6 days, 18:44:30, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6043, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.8224 2021-06-20 19:11:10,108 - mmaction - INFO - Epoch [42][340/1879] lr: 1.404e-01, eta: 6 days, 18:43:45, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6238, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.8835 2021-06-20 19:11:55,247 - mmaction - INFO - Epoch [42][360/1879] lr: 1.404e-01, eta: 6 days, 18:43:01, time: 2.257, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.8822 2021-06-20 19:12:40,099 - mmaction - INFO - Epoch [42][380/1879] lr: 1.404e-01, eta: 6 days, 18:42:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6195, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.8693 2021-06-20 19:13:24,997 - mmaction - INFO - Epoch [42][400/1879] lr: 1.404e-01, eta: 6 days, 18:41:31, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6219, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.8799 2021-06-20 19:14:09,775 - mmaction - INFO - Epoch [42][420/1879] lr: 1.404e-01, eta: 6 days, 18:40:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6148, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.8366 2021-06-20 19:14:54,570 - mmaction - INFO - Epoch [42][440/1879] lr: 1.404e-01, eta: 6 days, 18:40:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6273, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.8751 2021-06-20 19:15:39,359 - mmaction - INFO - Epoch [42][460/1879] lr: 1.404e-01, eta: 6 days, 18:39:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6371, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.8601 2021-06-20 19:16:24,211 - mmaction - INFO - Epoch [42][480/1879] lr: 1.404e-01, eta: 6 days, 18:38:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6277, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.9240 2021-06-20 19:17:09,057 - mmaction - INFO - Epoch [42][500/1879] lr: 1.404e-01, eta: 6 days, 18:37:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6324, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.9198 2021-06-20 19:17:53,884 - mmaction - INFO - Epoch [42][520/1879] lr: 1.404e-01, eta: 6 days, 18:36:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6227, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.8639 2021-06-20 19:18:38,823 - mmaction - INFO - Epoch [42][540/1879] lr: 1.404e-01, eta: 6 days, 18:36:14, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6039, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.9206 2021-06-20 19:19:23,676 - mmaction - INFO - Epoch [42][560/1879] lr: 1.404e-01, eta: 6 days, 18:35:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6176, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.8634 2021-06-20 19:20:08,467 - mmaction - INFO - Epoch [42][580/1879] lr: 1.404e-01, eta: 6 days, 18:34:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6223, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.8800 2021-06-20 19:20:53,325 - mmaction - INFO - Epoch [42][600/1879] lr: 1.404e-01, eta: 6 days, 18:33:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6219, loss_cls: 2.8864, loss: 2.8864, grad_norm: 1.8486 2021-06-20 19:21:38,261 - mmaction - INFO - Epoch [42][620/1879] lr: 1.404e-01, eta: 6 days, 18:33:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6246, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.8290 2021-06-20 19:22:23,129 - mmaction - INFO - Epoch [42][640/1879] lr: 1.404e-01, eta: 6 days, 18:32:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.8899 2021-06-20 19:23:07,806 - mmaction - INFO - Epoch [42][660/1879] lr: 1.404e-01, eta: 6 days, 18:31:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6199, loss_cls: 2.8348, loss: 2.8348, grad_norm: 1.8637 2021-06-20 19:23:52,535 - mmaction - INFO - Epoch [42][680/1879] lr: 1.404e-01, eta: 6 days, 18:30:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.9036 2021-06-20 19:24:37,449 - mmaction - INFO - Epoch [42][700/1879] lr: 1.404e-01, eta: 6 days, 18:30:13, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6301, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.8775 2021-06-20 19:25:22,247 - mmaction - INFO - Epoch [42][720/1879] lr: 1.404e-01, eta: 6 days, 18:29:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6355, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.8721 2021-06-20 19:26:07,206 - mmaction - INFO - Epoch [42][740/1879] lr: 1.404e-01, eta: 6 days, 18:28:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.8780 2021-06-20 19:26:52,063 - mmaction - INFO - Epoch [42][760/1879] lr: 1.404e-01, eta: 6 days, 18:27:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6195, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.9290 2021-06-20 19:27:36,843 - mmaction - INFO - Epoch [42][780/1879] lr: 1.404e-01, eta: 6 days, 18:27:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6008, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.9210 2021-06-20 19:28:21,659 - mmaction - INFO - Epoch [42][800/1879] lr: 1.404e-01, eta: 6 days, 18:26:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6051, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.8228 2021-06-20 19:29:06,452 - mmaction - INFO - Epoch [42][820/1879] lr: 1.404e-01, eta: 6 days, 18:25:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6215, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.8908 2021-06-20 19:29:51,330 - mmaction - INFO - Epoch [42][840/1879] lr: 1.404e-01, eta: 6 days, 18:24:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6078, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.8418 2021-06-20 19:30:36,191 - mmaction - INFO - Epoch [42][860/1879] lr: 1.404e-01, eta: 6 days, 18:24:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.8721 2021-06-20 19:31:21,044 - mmaction - INFO - Epoch [42][880/1879] lr: 1.404e-01, eta: 6 days, 18:23:26, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9253, loss: 2.9253, grad_norm: 1.8946 2021-06-20 19:32:05,777 - mmaction - INFO - Epoch [42][900/1879] lr: 1.404e-01, eta: 6 days, 18:22:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6125, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.9017 2021-06-20 19:32:50,557 - mmaction - INFO - Epoch [42][920/1879] lr: 1.404e-01, eta: 6 days, 18:21:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6156, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.8387 2021-06-20 19:33:35,380 - mmaction - INFO - Epoch [42][940/1879] lr: 1.404e-01, eta: 6 days, 18:21:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6250, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.9046 2021-06-20 19:34:20,267 - mmaction - INFO - Epoch [42][960/1879] lr: 1.404e-01, eta: 6 days, 18:20:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6207, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.8629 2021-06-20 19:35:05,074 - mmaction - INFO - Epoch [42][980/1879] lr: 1.404e-01, eta: 6 days, 18:19:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3469, top5_acc: 0.5996, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.8687 2021-06-20 19:35:49,759 - mmaction - INFO - Epoch [42][1000/1879] lr: 1.404e-01, eta: 6 days, 18:18:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6277, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.8799 2021-06-20 19:36:34,677 - mmaction - INFO - Epoch [42][1020/1879] lr: 1.404e-01, eta: 6 days, 18:18:09, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6078, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.8725 2021-06-20 19:37:19,510 - mmaction - INFO - Epoch [42][1040/1879] lr: 1.404e-01, eta: 6 days, 18:17:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6109, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.8599 2021-06-20 19:38:04,247 - mmaction - INFO - Epoch [42][1060/1879] lr: 1.404e-01, eta: 6 days, 18:16:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9129, loss: 2.9129, grad_norm: 1.8768 2021-06-20 19:38:49,031 - mmaction - INFO - Epoch [42][1080/1879] lr: 1.404e-01, eta: 6 days, 18:15:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6051, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.8384 2021-06-20 19:39:33,883 - mmaction - INFO - Epoch [42][1100/1879] lr: 1.404e-01, eta: 6 days, 18:15:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6129, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.8162 2021-06-20 19:40:18,733 - mmaction - INFO - Epoch [42][1120/1879] lr: 1.404e-01, eta: 6 days, 18:14:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6098, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.8838 2021-06-20 19:41:03,588 - mmaction - INFO - Epoch [42][1140/1879] lr: 1.404e-01, eta: 6 days, 18:13:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6207, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.8570 2021-06-20 19:41:48,315 - mmaction - INFO - Epoch [42][1160/1879] lr: 1.404e-01, eta: 6 days, 18:12:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6348, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.8597 2021-06-20 19:42:33,236 - mmaction - INFO - Epoch [42][1180/1879] lr: 1.404e-01, eta: 6 days, 18:12:07, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.8814 2021-06-20 19:43:18,003 - mmaction - INFO - Epoch [42][1200/1879] lr: 1.404e-01, eta: 6 days, 18:11:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6223, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.8483 2021-06-20 19:44:03,007 - mmaction - INFO - Epoch [42][1220/1879] lr: 1.404e-01, eta: 6 days, 18:10:37, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6398, loss_cls: 2.7903, loss: 2.7903, grad_norm: 1.8359 2021-06-20 19:44:47,829 - mmaction - INFO - Epoch [42][1240/1879] lr: 1.404e-01, eta: 6 days, 18:09:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6184, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.9044 2021-06-20 19:45:32,748 - mmaction - INFO - Epoch [42][1260/1879] lr: 1.404e-01, eta: 6 days, 18:09:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6207, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.8691 2021-06-20 19:46:17,623 - mmaction - INFO - Epoch [42][1280/1879] lr: 1.404e-01, eta: 6 days, 18:08:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.8493 2021-06-20 19:47:02,361 - mmaction - INFO - Epoch [42][1300/1879] lr: 1.404e-01, eta: 6 days, 18:07:36, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6250, loss_cls: 2.8594, loss: 2.8594, grad_norm: 1.8703 2021-06-20 19:47:47,263 - mmaction - INFO - Epoch [42][1320/1879] lr: 1.404e-01, eta: 6 days, 18:06:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6129, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.9136 2021-06-20 19:48:32,088 - mmaction - INFO - Epoch [42][1340/1879] lr: 1.404e-01, eta: 6 days, 18:06:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.8771, loss: 2.8771, grad_norm: 1.8359 2021-06-20 19:49:16,967 - mmaction - INFO - Epoch [42][1360/1879] lr: 1.404e-01, eta: 6 days, 18:05:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6199, loss_cls: 2.8564, loss: 2.8564, grad_norm: 1.8972 2021-06-20 19:50:01,799 - mmaction - INFO - Epoch [42][1380/1879] lr: 1.404e-01, eta: 6 days, 18:04:36, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3453, top5_acc: 0.6176, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.9026 2021-06-20 19:50:46,658 - mmaction - INFO - Epoch [42][1400/1879] lr: 1.404e-01, eta: 6 days, 18:03:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6203, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.8401 2021-06-20 19:51:31,484 - mmaction - INFO - Epoch [42][1420/1879] lr: 1.404e-01, eta: 6 days, 18:03:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6137, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.8559 2021-06-20 19:52:16,265 - mmaction - INFO - Epoch [42][1440/1879] lr: 1.404e-01, eta: 6 days, 18:02:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6230, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.8775 2021-06-20 19:53:01,086 - mmaction - INFO - Epoch [42][1460/1879] lr: 1.404e-01, eta: 6 days, 18:01:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6137, loss_cls: 2.9089, loss: 2.9089, grad_norm: 1.8818 2021-06-20 19:53:45,856 - mmaction - INFO - Epoch [42][1480/1879] lr: 1.404e-01, eta: 6 days, 18:00:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6051, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.8355 2021-06-20 19:54:30,740 - mmaction - INFO - Epoch [42][1500/1879] lr: 1.404e-01, eta: 6 days, 18:00:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3414, top5_acc: 0.6129, loss_cls: 2.9447, loss: 2.9447, grad_norm: 1.8939 2021-06-20 19:55:15,483 - mmaction - INFO - Epoch [42][1520/1879] lr: 1.404e-01, eta: 6 days, 17:59:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6164, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.8498 2021-06-20 19:56:00,319 - mmaction - INFO - Epoch [42][1540/1879] lr: 1.404e-01, eta: 6 days, 17:58:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6125, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.8573 2021-06-20 19:56:45,150 - mmaction - INFO - Epoch [42][1560/1879] lr: 1.404e-01, eta: 6 days, 17:57:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.8526 2021-06-20 19:57:30,128 - mmaction - INFO - Epoch [42][1580/1879] lr: 1.404e-01, eta: 6 days, 17:57:04, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.8717 2021-06-20 19:58:14,927 - mmaction - INFO - Epoch [42][1600/1879] lr: 1.404e-01, eta: 6 days, 17:56:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.8754 2021-06-20 19:58:59,880 - mmaction - INFO - Epoch [42][1620/1879] lr: 1.404e-01, eta: 6 days, 17:55:34, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6012, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.8803 2021-06-20 19:59:44,809 - mmaction - INFO - Epoch [42][1640/1879] lr: 1.404e-01, eta: 6 days, 17:54:49, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6191, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.8215 2021-06-20 20:00:29,743 - mmaction - INFO - Epoch [42][1660/1879] lr: 1.404e-01, eta: 6 days, 17:54:04, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3387, top5_acc: 0.6113, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.8366 2021-06-20 20:01:14,590 - mmaction - INFO - Epoch [42][1680/1879] lr: 1.404e-01, eta: 6 days, 17:53:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6035, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.8770 2021-06-20 20:01:59,346 - mmaction - INFO - Epoch [42][1700/1879] lr: 1.404e-01, eta: 6 days, 17:52:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6246, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.8831 2021-06-20 20:02:44,140 - mmaction - INFO - Epoch [42][1720/1879] lr: 1.404e-01, eta: 6 days, 17:51:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6160, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.8795 2021-06-20 20:03:29,065 - mmaction - INFO - Epoch [42][1740/1879] lr: 1.404e-01, eta: 6 days, 17:51:03, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6188, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.8421 2021-06-20 20:04:14,062 - mmaction - INFO - Epoch [42][1760/1879] lr: 1.404e-01, eta: 6 days, 17:50:19, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6309, loss_cls: 2.8100, loss: 2.8100, grad_norm: 1.8951 2021-06-20 20:04:58,768 - mmaction - INFO - Epoch [42][1780/1879] lr: 1.404e-01, eta: 6 days, 17:49:33, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6113, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.8225 2021-06-20 20:05:43,530 - mmaction - INFO - Epoch [42][1800/1879] lr: 1.404e-01, eta: 6 days, 17:48:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6121, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.8240 2021-06-20 20:06:28,313 - mmaction - INFO - Epoch [42][1820/1879] lr: 1.404e-01, eta: 6 days, 17:48:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6312, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.8325 2021-06-20 20:07:13,178 - mmaction - INFO - Epoch [42][1840/1879] lr: 1.404e-01, eta: 6 days, 17:47:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6176, loss_cls: 2.8626, loss: 2.8626, grad_norm: 1.8517 2021-06-20 20:07:57,946 - mmaction - INFO - Epoch [42][1860/1879] lr: 1.404e-01, eta: 6 days, 17:46:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.8814 2021-06-20 20:08:41,084 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-06-20 20:10:09,644 - mmaction - INFO - Epoch [43][20/1879] lr: 1.395e-01, eta: 6 days, 17:45:06, time: 4.400, data_time: 2.132, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6270, loss_cls: 2.8393, loss: 2.8393, grad_norm: 1.8885 2021-06-20 20:10:54,621 - mmaction - INFO - Epoch [43][40/1879] lr: 1.395e-01, eta: 6 days, 17:44:21, time: 2.249, data_time: 0.003, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6363, loss_cls: 2.7851, loss: 2.7851, grad_norm: 1.9134 2021-06-20 20:11:39,515 - mmaction - INFO - Epoch [43][60/1879] lr: 1.395e-01, eta: 6 days, 17:43:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6281, loss_cls: 2.8279, loss: 2.8279, grad_norm: 1.8657 2021-06-20 20:12:24,439 - mmaction - INFO - Epoch [43][80/1879] lr: 1.395e-01, eta: 6 days, 17:42:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6312, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.8587 2021-06-20 20:13:09,318 - mmaction - INFO - Epoch [43][100/1879] lr: 1.395e-01, eta: 6 days, 17:42:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6254, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.8964 2021-06-20 20:13:54,057 - mmaction - INFO - Epoch [43][120/1879] lr: 1.395e-01, eta: 6 days, 17:41:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6352, loss_cls: 2.7806, loss: 2.7806, grad_norm: 1.8341 2021-06-20 20:14:38,967 - mmaction - INFO - Epoch [43][140/1879] lr: 1.395e-01, eta: 6 days, 17:40:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6199, loss_cls: 2.8276, loss: 2.8276, grad_norm: 1.8761 2021-06-20 20:15:23,854 - mmaction - INFO - Epoch [43][160/1879] lr: 1.395e-01, eta: 6 days, 17:39:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6480, loss_cls: 2.7780, loss: 2.7780, grad_norm: 1.8429 2021-06-20 20:16:08,729 - mmaction - INFO - Epoch [43][180/1879] lr: 1.395e-01, eta: 6 days, 17:39:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 2.8345, loss: 2.8345, grad_norm: 1.8744 2021-06-20 20:16:53,708 - mmaction - INFO - Epoch [43][200/1879] lr: 1.395e-01, eta: 6 days, 17:38:21, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6242, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.8889 2021-06-20 20:17:38,503 - mmaction - INFO - Epoch [43][220/1879] lr: 1.395e-01, eta: 6 days, 17:37:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6270, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.8703 2021-06-20 20:18:23,294 - mmaction - INFO - Epoch [43][240/1879] lr: 1.395e-01, eta: 6 days, 17:36:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6184, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.8452 2021-06-20 20:19:08,247 - mmaction - INFO - Epoch [43][260/1879] lr: 1.395e-01, eta: 6 days, 17:36:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.8737 2021-06-20 20:19:52,992 - mmaction - INFO - Epoch [43][280/1879] lr: 1.395e-01, eta: 6 days, 17:35:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6465, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.8649 2021-06-20 20:20:37,969 - mmaction - INFO - Epoch [43][300/1879] lr: 1.395e-01, eta: 6 days, 17:34:35, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6285, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.9243 2021-06-20 20:21:22,866 - mmaction - INFO - Epoch [43][320/1879] lr: 1.395e-01, eta: 6 days, 17:33:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6344, loss_cls: 2.8174, loss: 2.8174, grad_norm: 1.8859 2021-06-20 20:22:07,772 - mmaction - INFO - Epoch [43][340/1879] lr: 1.395e-01, eta: 6 days, 17:33:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.9454 2021-06-20 20:22:52,654 - mmaction - INFO - Epoch [43][360/1879] lr: 1.395e-01, eta: 6 days, 17:32:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6074, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.8494 2021-06-20 20:23:37,446 - mmaction - INFO - Epoch [43][380/1879] lr: 1.395e-01, eta: 6 days, 17:31:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.8524 2021-06-20 20:24:22,338 - mmaction - INFO - Epoch [43][400/1879] lr: 1.395e-01, eta: 6 days, 17:30:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6309, loss_cls: 2.8501, loss: 2.8501, grad_norm: 1.8419 2021-06-20 20:25:07,158 - mmaction - INFO - Epoch [43][420/1879] lr: 1.395e-01, eta: 6 days, 17:30:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6277, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.8708 2021-06-20 20:25:51,931 - mmaction - INFO - Epoch [43][440/1879] lr: 1.395e-01, eta: 6 days, 17:29:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6266, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.8569 2021-06-20 20:26:36,902 - mmaction - INFO - Epoch [43][460/1879] lr: 1.395e-01, eta: 6 days, 17:28:34, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6305, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.8681 2021-06-20 20:27:21,890 - mmaction - INFO - Epoch [43][480/1879] lr: 1.395e-01, eta: 6 days, 17:27:50, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6129, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.8611 2021-06-20 20:28:06,882 - mmaction - INFO - Epoch [43][500/1879] lr: 1.395e-01, eta: 6 days, 17:27:05, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6336, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.8499 2021-06-20 20:28:51,649 - mmaction - INFO - Epoch [43][520/1879] lr: 1.395e-01, eta: 6 days, 17:26:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6270, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.9116 2021-06-20 20:29:36,414 - mmaction - INFO - Epoch [43][540/1879] lr: 1.395e-01, eta: 6 days, 17:25:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6246, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.8658 2021-06-20 20:30:21,190 - mmaction - INFO - Epoch [43][560/1879] lr: 1.395e-01, eta: 6 days, 17:24:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6352, loss_cls: 2.7812, loss: 2.7812, grad_norm: 1.9002 2021-06-20 20:31:06,108 - mmaction - INFO - Epoch [43][580/1879] lr: 1.395e-01, eta: 6 days, 17:24:04, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6207, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.8810 2021-06-20 20:31:50,919 - mmaction - INFO - Epoch [43][600/1879] lr: 1.395e-01, eta: 6 days, 17:23:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6012, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.8264 2021-06-20 20:32:35,654 - mmaction - INFO - Epoch [43][620/1879] lr: 1.395e-01, eta: 6 days, 17:22:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.8705 2021-06-20 20:33:20,499 - mmaction - INFO - Epoch [43][640/1879] lr: 1.395e-01, eta: 6 days, 17:21:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3395, top5_acc: 0.5945, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.8793 2021-06-20 20:34:05,273 - mmaction - INFO - Epoch [43][660/1879] lr: 1.395e-01, eta: 6 days, 17:21:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3395, top5_acc: 0.6254, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.8510 2021-06-20 20:34:50,062 - mmaction - INFO - Epoch [43][680/1879] lr: 1.395e-01, eta: 6 days, 17:20:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6133, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.8833 2021-06-20 20:35:34,856 - mmaction - INFO - Epoch [43][700/1879] lr: 1.395e-01, eta: 6 days, 17:19:32, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6207, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.8597 2021-06-20 20:36:19,757 - mmaction - INFO - Epoch [43][720/1879] lr: 1.395e-01, eta: 6 days, 17:18:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6133, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.9058 2021-06-20 20:37:04,484 - mmaction - INFO - Epoch [43][740/1879] lr: 1.395e-01, eta: 6 days, 17:18:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6098, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.8649 2021-06-20 20:37:49,223 - mmaction - INFO - Epoch [43][760/1879] lr: 1.395e-01, eta: 6 days, 17:17:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6137, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.8814 2021-06-20 20:38:33,968 - mmaction - INFO - Epoch [43][780/1879] lr: 1.395e-01, eta: 6 days, 17:16:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6289, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.9075 2021-06-20 20:39:18,829 - mmaction - INFO - Epoch [43][800/1879] lr: 1.395e-01, eta: 6 days, 17:15:45, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6332, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.8596 2021-06-20 20:40:03,874 - mmaction - INFO - Epoch [43][820/1879] lr: 1.395e-01, eta: 6 days, 17:15:01, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6254, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.8942 2021-06-20 20:40:48,667 - mmaction - INFO - Epoch [43][840/1879] lr: 1.395e-01, eta: 6 days, 17:14:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6129, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.9221 2021-06-20 20:41:33,464 - mmaction - INFO - Epoch [43][860/1879] lr: 1.395e-01, eta: 6 days, 17:13:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6199, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.8623 2021-06-20 20:42:18,317 - mmaction - INFO - Epoch [43][880/1879] lr: 1.395e-01, eta: 6 days, 17:12:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6020, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.8862 2021-06-20 20:43:03,063 - mmaction - INFO - Epoch [43][900/1879] lr: 1.395e-01, eta: 6 days, 17:12:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6086, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.8873 2021-06-20 20:43:47,898 - mmaction - INFO - Epoch [43][920/1879] lr: 1.395e-01, eta: 6 days, 17:11:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6148, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.8610 2021-06-20 20:44:32,584 - mmaction - INFO - Epoch [43][940/1879] lr: 1.395e-01, eta: 6 days, 17:10:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6242, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.9332 2021-06-20 20:45:17,474 - mmaction - INFO - Epoch [43][960/1879] lr: 1.395e-01, eta: 6 days, 17:09:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6230, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.8853 2021-06-20 20:46:02,242 - mmaction - INFO - Epoch [43][980/1879] lr: 1.395e-01, eta: 6 days, 17:08:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6000, loss_cls: 2.9313, loss: 2.9313, grad_norm: 1.8553 2021-06-20 20:46:47,205 - mmaction - INFO - Epoch [43][1000/1879] lr: 1.395e-01, eta: 6 days, 17:08:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6148, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.8990 2021-06-20 20:47:31,935 - mmaction - INFO - Epoch [43][1020/1879] lr: 1.395e-01, eta: 6 days, 17:07:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.5996, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.8626 2021-06-20 20:48:16,831 - mmaction - INFO - Epoch [43][1040/1879] lr: 1.395e-01, eta: 6 days, 17:06:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6309, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.8701 2021-06-20 20:49:01,659 - mmaction - INFO - Epoch [43][1060/1879] lr: 1.395e-01, eta: 6 days, 17:05:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.8785 2021-06-20 20:49:46,447 - mmaction - INFO - Epoch [43][1080/1879] lr: 1.395e-01, eta: 6 days, 17:05:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6324, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.8150 2021-06-20 20:50:31,380 - mmaction - INFO - Epoch [43][1100/1879] lr: 1.395e-01, eta: 6 days, 17:04:28, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6227, loss_cls: 2.9109, loss: 2.9109, grad_norm: 1.9369 2021-06-20 20:51:16,265 - mmaction - INFO - Epoch [43][1120/1879] lr: 1.395e-01, eta: 6 days, 17:03:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6305, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.8966 2021-06-20 20:52:01,188 - mmaction - INFO - Epoch [43][1140/1879] lr: 1.395e-01, eta: 6 days, 17:02:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6199, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.8581 2021-06-20 20:52:45,865 - mmaction - INFO - Epoch [43][1160/1879] lr: 1.395e-01, eta: 6 days, 17:02:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6254, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.8848 2021-06-20 20:53:30,631 - mmaction - INFO - Epoch [43][1180/1879] lr: 1.395e-01, eta: 6 days, 17:01:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6227, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.8567 2021-06-20 20:54:15,406 - mmaction - INFO - Epoch [43][1200/1879] lr: 1.395e-01, eta: 6 days, 17:00:41, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.8558 2021-06-20 20:55:00,174 - mmaction - INFO - Epoch [43][1220/1879] lr: 1.395e-01, eta: 6 days, 16:59:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6254, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.8733 2021-06-20 20:55:44,968 - mmaction - INFO - Epoch [43][1240/1879] lr: 1.395e-01, eta: 6 days, 16:59:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6156, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.8399 2021-06-20 20:56:29,622 - mmaction - INFO - Epoch [43][1260/1879] lr: 1.395e-01, eta: 6 days, 16:58:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6211, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.0414 2021-06-20 20:57:14,485 - mmaction - INFO - Epoch [43][1280/1879] lr: 1.395e-01, eta: 6 days, 16:57:40, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6066, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.9375 2021-06-20 20:57:59,302 - mmaction - INFO - Epoch [43][1300/1879] lr: 1.395e-01, eta: 6 days, 16:56:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6395, loss_cls: 2.7880, loss: 2.7880, grad_norm: 1.8523 2021-06-20 20:58:44,172 - mmaction - INFO - Epoch [43][1320/1879] lr: 1.395e-01, eta: 6 days, 16:56:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6336, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.8908 2021-06-20 20:59:28,923 - mmaction - INFO - Epoch [43][1340/1879] lr: 1.395e-01, eta: 6 days, 16:55:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.8665 2021-06-20 21:00:13,614 - mmaction - INFO - Epoch [43][1360/1879] lr: 1.395e-01, eta: 6 days, 16:54:39, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.8480 2021-06-20 21:00:58,392 - mmaction - INFO - Epoch [43][1380/1879] lr: 1.395e-01, eta: 6 days, 16:53:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6246, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.9115 2021-06-20 21:01:43,114 - mmaction - INFO - Epoch [43][1400/1879] lr: 1.395e-01, eta: 6 days, 16:53:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6250, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.8788 2021-06-20 21:02:27,788 - mmaction - INFO - Epoch [43][1420/1879] lr: 1.395e-01, eta: 6 days, 16:52:22, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6137, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.9320 2021-06-20 21:03:12,542 - mmaction - INFO - Epoch [43][1440/1879] lr: 1.395e-01, eta: 6 days, 16:51:37, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6207, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9385 2021-06-20 21:03:57,320 - mmaction - INFO - Epoch [43][1460/1879] lr: 1.395e-01, eta: 6 days, 16:50:51, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6219, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.8864 2021-06-20 21:04:42,144 - mmaction - INFO - Epoch [43][1480/1879] lr: 1.395e-01, eta: 6 days, 16:50:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6152, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.8825 2021-06-20 21:05:26,923 - mmaction - INFO - Epoch [43][1500/1879] lr: 1.395e-01, eta: 6 days, 16:49:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6234, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.7871 2021-06-20 21:06:11,713 - mmaction - INFO - Epoch [43][1520/1879] lr: 1.395e-01, eta: 6 days, 16:48:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6180, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.8872 2021-06-20 21:06:56,446 - mmaction - INFO - Epoch [43][1540/1879] lr: 1.395e-01, eta: 6 days, 16:47:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.6152, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.8645 2021-06-20 21:07:41,189 - mmaction - INFO - Epoch [43][1560/1879] lr: 1.395e-01, eta: 6 days, 16:47:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6137, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.8914 2021-06-20 21:08:25,968 - mmaction - INFO - Epoch [43][1580/1879] lr: 1.395e-01, eta: 6 days, 16:46:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.8236 2021-06-20 21:09:10,823 - mmaction - INFO - Epoch [43][1600/1879] lr: 1.395e-01, eta: 6 days, 16:45:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6352, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.8635 2021-06-20 21:09:55,565 - mmaction - INFO - Epoch [43][1620/1879] lr: 1.395e-01, eta: 6 days, 16:44:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6285, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.8572 2021-06-20 21:10:40,306 - mmaction - INFO - Epoch [43][1640/1879] lr: 1.395e-01, eta: 6 days, 16:44:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6328, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.8652 2021-06-20 21:11:25,158 - mmaction - INFO - Epoch [43][1660/1879] lr: 1.395e-01, eta: 6 days, 16:43:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6410, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.9052 2021-06-20 21:12:09,910 - mmaction - INFO - Epoch [43][1680/1879] lr: 1.395e-01, eta: 6 days, 16:42:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.9552 2021-06-20 21:12:54,772 - mmaction - INFO - Epoch [43][1700/1879] lr: 1.395e-01, eta: 6 days, 16:41:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3449, top5_acc: 0.6105, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.9027 2021-06-20 21:13:39,590 - mmaction - INFO - Epoch [43][1720/1879] lr: 1.395e-01, eta: 6 days, 16:41:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6336, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.9045 2021-06-20 21:14:24,425 - mmaction - INFO - Epoch [43][1740/1879] lr: 1.395e-01, eta: 6 days, 16:40:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6277, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.8929 2021-06-20 21:15:09,285 - mmaction - INFO - Epoch [43][1760/1879] lr: 1.395e-01, eta: 6 days, 16:39:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.5961, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.8795 2021-06-20 21:15:54,114 - mmaction - INFO - Epoch [43][1780/1879] lr: 1.395e-01, eta: 6 days, 16:38:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.8260 2021-06-20 21:16:38,798 - mmaction - INFO - Epoch [43][1800/1879] lr: 1.395e-01, eta: 6 days, 16:38:01, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.8684 2021-06-20 21:17:23,665 - mmaction - INFO - Epoch [43][1820/1879] lr: 1.395e-01, eta: 6 days, 16:37:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6328, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.8705 2021-06-20 21:18:08,428 - mmaction - INFO - Epoch [43][1840/1879] lr: 1.395e-01, eta: 6 days, 16:36:30, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.8234 2021-06-20 21:18:53,217 - mmaction - INFO - Epoch [43][1860/1879] lr: 1.395e-01, eta: 6 days, 16:35:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6219, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.8387 2021-06-20 21:19:36,173 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-06-20 21:21:04,841 - mmaction - INFO - Epoch [44][20/1879] lr: 1.385e-01, eta: 6 days, 16:34:20, time: 4.415, data_time: 2.124, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6215, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.9179 2021-06-20 21:21:49,819 - mmaction - INFO - Epoch [44][40/1879] lr: 1.385e-01, eta: 6 days, 16:33:35, time: 2.249, data_time: 0.005, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6426, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.8950 2021-06-20 21:22:34,717 - mmaction - INFO - Epoch [44][60/1879] lr: 1.385e-01, eta: 6 days, 16:32:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6332, loss_cls: 2.8092, loss: 2.8092, grad_norm: 1.8940 2021-06-20 21:23:19,728 - mmaction - INFO - Epoch [44][80/1879] lr: 1.385e-01, eta: 6 days, 16:32:06, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6289, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.8603 2021-06-20 21:24:04,572 - mmaction - INFO - Epoch [44][100/1879] lr: 1.385e-01, eta: 6 days, 16:31:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6188, loss_cls: 2.8477, loss: 2.8477, grad_norm: 1.8936 2021-06-20 21:24:49,575 - mmaction - INFO - Epoch [44][120/1879] lr: 1.385e-01, eta: 6 days, 16:30:36, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6207, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.8947 2021-06-20 21:25:34,408 - mmaction - INFO - Epoch [44][140/1879] lr: 1.385e-01, eta: 6 days, 16:29:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6277, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.8684 2021-06-20 21:26:19,266 - mmaction - INFO - Epoch [44][160/1879] lr: 1.385e-01, eta: 6 days, 16:29:06, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6297, loss_cls: 2.8339, loss: 2.8339, grad_norm: 1.8408 2021-06-20 21:27:04,204 - mmaction - INFO - Epoch [44][180/1879] lr: 1.385e-01, eta: 6 days, 16:28:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6297, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.8792 2021-06-20 21:27:49,241 - mmaction - INFO - Epoch [44][200/1879] lr: 1.385e-01, eta: 6 days, 16:27:36, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6246, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.9610 2021-06-20 21:28:34,066 - mmaction - INFO - Epoch [44][220/1879] lr: 1.385e-01, eta: 6 days, 16:26:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6270, loss_cls: 2.8340, loss: 2.8340, grad_norm: 1.9268 2021-06-20 21:29:19,082 - mmaction - INFO - Epoch [44][240/1879] lr: 1.385e-01, eta: 6 days, 16:26:06, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6500, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.8984 2021-06-20 21:30:03,880 - mmaction - INFO - Epoch [44][260/1879] lr: 1.385e-01, eta: 6 days, 16:25:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6297, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.9004 2021-06-20 21:30:48,722 - mmaction - INFO - Epoch [44][280/1879] lr: 1.385e-01, eta: 6 days, 16:24:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6207, loss_cls: 2.8256, loss: 2.8256, grad_norm: 1.8884 2021-06-20 21:31:33,681 - mmaction - INFO - Epoch [44][300/1879] lr: 1.385e-01, eta: 6 days, 16:23:51, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6418, loss_cls: 2.7665, loss: 2.7665, grad_norm: 1.9074 2021-06-20 21:32:18,469 - mmaction - INFO - Epoch [44][320/1879] lr: 1.385e-01, eta: 6 days, 16:23:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6172, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.8708 2021-06-20 21:33:03,333 - mmaction - INFO - Epoch [44][340/1879] lr: 1.385e-01, eta: 6 days, 16:22:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.8746 2021-06-20 21:33:48,349 - mmaction - INFO - Epoch [44][360/1879] lr: 1.385e-01, eta: 6 days, 16:21:36, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.9094 2021-06-20 21:34:33,307 - mmaction - INFO - Epoch [44][380/1879] lr: 1.385e-01, eta: 6 days, 16:20:51, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6352, loss_cls: 2.7693, loss: 2.7693, grad_norm: 1.8650 2021-06-20 21:35:18,126 - mmaction - INFO - Epoch [44][400/1879] lr: 1.385e-01, eta: 6 days, 16:20:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6289, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.8386 2021-06-20 21:36:02,977 - mmaction - INFO - Epoch [44][420/1879] lr: 1.385e-01, eta: 6 days, 16:19:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6250, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.9058 2021-06-20 21:36:47,845 - mmaction - INFO - Epoch [44][440/1879] lr: 1.385e-01, eta: 6 days, 16:18:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.8158, loss: 2.8158, grad_norm: 1.9176 2021-06-20 21:37:32,926 - mmaction - INFO - Epoch [44][460/1879] lr: 1.385e-01, eta: 6 days, 16:17:52, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6184, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.8313 2021-06-20 21:38:17,768 - mmaction - INFO - Epoch [44][480/1879] lr: 1.385e-01, eta: 6 days, 16:17:06, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6230, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.9276 2021-06-20 21:39:02,604 - mmaction - INFO - Epoch [44][500/1879] lr: 1.385e-01, eta: 6 days, 16:16:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6293, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.8736 2021-06-20 21:39:47,509 - mmaction - INFO - Epoch [44][520/1879] lr: 1.385e-01, eta: 6 days, 16:15:36, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6402, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.9330 2021-06-20 21:40:32,258 - mmaction - INFO - Epoch [44][540/1879] lr: 1.385e-01, eta: 6 days, 16:14:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6293, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.8690 2021-06-20 21:41:17,199 - mmaction - INFO - Epoch [44][560/1879] lr: 1.385e-01, eta: 6 days, 16:14:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6203, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.8780 2021-06-20 21:42:01,899 - mmaction - INFO - Epoch [44][580/1879] lr: 1.385e-01, eta: 6 days, 16:13:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6281, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.8684 2021-06-20 21:42:46,628 - mmaction - INFO - Epoch [44][600/1879] lr: 1.385e-01, eta: 6 days, 16:12:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6246, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.8682 2021-06-20 21:43:31,479 - mmaction - INFO - Epoch [44][620/1879] lr: 1.385e-01, eta: 6 days, 16:11:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6301, loss_cls: 2.8081, loss: 2.8081, grad_norm: 1.9111 2021-06-20 21:44:16,355 - mmaction - INFO - Epoch [44][640/1879] lr: 1.385e-01, eta: 6 days, 16:11:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.8783 2021-06-20 21:45:00,913 - mmaction - INFO - Epoch [44][660/1879] lr: 1.385e-01, eta: 6 days, 16:10:19, time: 2.228, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6320, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.9223 2021-06-20 21:45:45,701 - mmaction - INFO - Epoch [44][680/1879] lr: 1.385e-01, eta: 6 days, 16:09:33, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.8798 2021-06-20 21:46:30,550 - mmaction - INFO - Epoch [44][700/1879] lr: 1.385e-01, eta: 6 days, 16:08:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6230, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.8453 2021-06-20 21:47:15,348 - mmaction - INFO - Epoch [44][720/1879] lr: 1.385e-01, eta: 6 days, 16:08:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6297, loss_cls: 2.8430, loss: 2.8430, grad_norm: 1.9087 2021-06-20 21:48:00,070 - mmaction - INFO - Epoch [44][740/1879] lr: 1.385e-01, eta: 6 days, 16:07:18, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6141, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.8203 2021-06-20 21:48:44,971 - mmaction - INFO - Epoch [44][760/1879] lr: 1.385e-01, eta: 6 days, 16:06:33, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6312, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.9087 2021-06-20 21:49:29,763 - mmaction - INFO - Epoch [44][780/1879] lr: 1.385e-01, eta: 6 days, 16:05:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6242, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.8948 2021-06-20 21:50:14,486 - mmaction - INFO - Epoch [44][800/1879] lr: 1.385e-01, eta: 6 days, 16:05:02, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6156, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.8561 2021-06-20 21:50:59,314 - mmaction - INFO - Epoch [44][820/1879] lr: 1.385e-01, eta: 6 days, 16:04:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6230, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9489 2021-06-20 21:51:44,138 - mmaction - INFO - Epoch [44][840/1879] lr: 1.385e-01, eta: 6 days, 16:03:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6172, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.8974 2021-06-20 21:52:28,840 - mmaction - INFO - Epoch [44][860/1879] lr: 1.385e-01, eta: 6 days, 16:02:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6105, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.8325 2021-06-20 21:53:13,593 - mmaction - INFO - Epoch [44][880/1879] lr: 1.385e-01, eta: 6 days, 16:02:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.8917, loss: 2.8917, grad_norm: 1.8513 2021-06-20 21:53:58,338 - mmaction - INFO - Epoch [44][900/1879] lr: 1.385e-01, eta: 6 days, 16:01:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3410, top5_acc: 0.5965, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.8467 2021-06-20 21:54:43,128 - mmaction - INFO - Epoch [44][920/1879] lr: 1.385e-01, eta: 6 days, 16:00:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6156, loss_cls: 2.9129, loss: 2.9129, grad_norm: 1.8284 2021-06-20 21:55:27,959 - mmaction - INFO - Epoch [44][940/1879] lr: 1.385e-01, eta: 6 days, 15:59:44, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6305, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.9148 2021-06-20 21:56:12,774 - mmaction - INFO - Epoch [44][960/1879] lr: 1.385e-01, eta: 6 days, 15:58:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6188, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8648 2021-06-20 21:56:57,547 - mmaction - INFO - Epoch [44][980/1879] lr: 1.385e-01, eta: 6 days, 15:58:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6168, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.8598 2021-06-20 21:57:42,431 - mmaction - INFO - Epoch [44][1000/1879] lr: 1.385e-01, eta: 6 days, 15:57:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.8519 2021-06-20 21:58:27,253 - mmaction - INFO - Epoch [44][1020/1879] lr: 1.385e-01, eta: 6 days, 15:56:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6121, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8593 2021-06-20 21:59:12,004 - mmaction - INFO - Epoch [44][1040/1879] lr: 1.385e-01, eta: 6 days, 15:55:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.8789 2021-06-20 21:59:57,017 - mmaction - INFO - Epoch [44][1060/1879] lr: 1.385e-01, eta: 6 days, 15:55:14, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6207, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.8753 2021-06-20 22:00:41,794 - mmaction - INFO - Epoch [44][1080/1879] lr: 1.385e-01, eta: 6 days, 15:54:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6430, loss_cls: 2.8062, loss: 2.8062, grad_norm: 1.9357 2021-06-20 22:01:26,601 - mmaction - INFO - Epoch [44][1100/1879] lr: 1.385e-01, eta: 6 days, 15:53:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6121, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.8608 2021-06-20 22:02:11,305 - mmaction - INFO - Epoch [44][1120/1879] lr: 1.385e-01, eta: 6 days, 15:52:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6148, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.9023 2021-06-20 22:02:56,097 - mmaction - INFO - Epoch [44][1140/1879] lr: 1.385e-01, eta: 6 days, 15:52:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6207, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8897 2021-06-20 22:03:40,886 - mmaction - INFO - Epoch [44][1160/1879] lr: 1.385e-01, eta: 6 days, 15:51:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6270, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.8910 2021-06-20 22:04:25,740 - mmaction - INFO - Epoch [44][1180/1879] lr: 1.385e-01, eta: 6 days, 15:50:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6250, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.8970 2021-06-20 22:05:10,590 - mmaction - INFO - Epoch [44][1200/1879] lr: 1.385e-01, eta: 6 days, 15:49:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.8998 2021-06-20 22:05:55,375 - mmaction - INFO - Epoch [44][1220/1879] lr: 1.385e-01, eta: 6 days, 15:49:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6277, loss_cls: 2.8647, loss: 2.8647, grad_norm: 1.9108 2021-06-20 22:06:40,085 - mmaction - INFO - Epoch [44][1240/1879] lr: 1.385e-01, eta: 6 days, 15:48:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3398, top5_acc: 0.6066, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.8409 2021-06-20 22:07:24,816 - mmaction - INFO - Epoch [44][1260/1879] lr: 1.385e-01, eta: 6 days, 15:47:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6184, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.8590 2021-06-20 22:08:09,632 - mmaction - INFO - Epoch [44][1280/1879] lr: 1.385e-01, eta: 6 days, 15:46:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6207, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.9029 2021-06-20 22:08:54,273 - mmaction - INFO - Epoch [44][1300/1879] lr: 1.385e-01, eta: 6 days, 15:46:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6082, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.8763 2021-06-20 22:09:39,150 - mmaction - INFO - Epoch [44][1320/1879] lr: 1.385e-01, eta: 6 days, 15:45:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6246, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.8967 2021-06-20 22:10:23,884 - mmaction - INFO - Epoch [44][1340/1879] lr: 1.385e-01, eta: 6 days, 15:44:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6223, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.8559 2021-06-20 22:11:08,559 - mmaction - INFO - Epoch [44][1360/1879] lr: 1.385e-01, eta: 6 days, 15:43:53, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6434, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.8691 2021-06-20 22:11:53,256 - mmaction - INFO - Epoch [44][1380/1879] lr: 1.385e-01, eta: 6 days, 15:43:08, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6199, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.8806 2021-06-20 22:12:38,047 - mmaction - INFO - Epoch [44][1400/1879] lr: 1.385e-01, eta: 6 days, 15:42:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6090, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.9258 2021-06-20 22:13:22,897 - mmaction - INFO - Epoch [44][1420/1879] lr: 1.385e-01, eta: 6 days, 15:41:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.8562 2021-06-20 22:14:07,638 - mmaction - INFO - Epoch [44][1440/1879] lr: 1.385e-01, eta: 6 days, 15:40:52, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6129, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.8542 2021-06-20 22:14:52,378 - mmaction - INFO - Epoch [44][1460/1879] lr: 1.385e-01, eta: 6 days, 15:40:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6230, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.8616 2021-06-20 22:15:37,268 - mmaction - INFO - Epoch [44][1480/1879] lr: 1.385e-01, eta: 6 days, 15:39:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6121, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.8815 2021-06-20 22:16:22,021 - mmaction - INFO - Epoch [44][1500/1879] lr: 1.385e-01, eta: 6 days, 15:38:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6223, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.8788 2021-06-20 22:17:06,707 - mmaction - INFO - Epoch [44][1520/1879] lr: 1.385e-01, eta: 6 days, 15:37:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.8586 2021-06-20 22:17:51,410 - mmaction - INFO - Epoch [44][1540/1879] lr: 1.385e-01, eta: 6 days, 15:37:05, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6113, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.8737 2021-06-20 22:18:36,304 - mmaction - INFO - Epoch [44][1560/1879] lr: 1.385e-01, eta: 6 days, 15:36:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3340, top5_acc: 0.5957, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.8945 2021-06-20 22:19:21,077 - mmaction - INFO - Epoch [44][1580/1879] lr: 1.385e-01, eta: 6 days, 15:35:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.9073 2021-06-20 22:20:05,816 - mmaction - INFO - Epoch [44][1600/1879] lr: 1.385e-01, eta: 6 days, 15:34:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.9419, loss: 2.9419, grad_norm: 1.8419 2021-06-20 22:20:50,497 - mmaction - INFO - Epoch [44][1620/1879] lr: 1.385e-01, eta: 6 days, 15:34:03, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.8618 2021-06-20 22:21:35,285 - mmaction - INFO - Epoch [44][1640/1879] lr: 1.385e-01, eta: 6 days, 15:33:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.8514 2021-06-20 22:22:20,102 - mmaction - INFO - Epoch [44][1660/1879] lr: 1.385e-01, eta: 6 days, 15:32:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6215, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.8623 2021-06-20 22:23:04,778 - mmaction - INFO - Epoch [44][1680/1879] lr: 1.385e-01, eta: 6 days, 15:31:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6367, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.8494 2021-06-20 22:23:49,573 - mmaction - INFO - Epoch [44][1700/1879] lr: 1.385e-01, eta: 6 days, 15:31:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5988, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.8619 2021-06-20 22:24:34,458 - mmaction - INFO - Epoch [44][1720/1879] lr: 1.385e-01, eta: 6 days, 15:30:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.5980, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.8637 2021-06-20 22:25:19,203 - mmaction - INFO - Epoch [44][1740/1879] lr: 1.385e-01, eta: 6 days, 15:29:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.9077 2021-06-20 22:26:03,873 - mmaction - INFO - Epoch [44][1760/1879] lr: 1.385e-01, eta: 6 days, 15:28:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6258, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.8681 2021-06-20 22:26:48,585 - mmaction - INFO - Epoch [44][1780/1879] lr: 1.385e-01, eta: 6 days, 15:28:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.8757 2021-06-20 22:27:33,222 - mmaction - INFO - Epoch [44][1800/1879] lr: 1.385e-01, eta: 6 days, 15:27:14, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6215, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.8763 2021-06-20 22:28:17,914 - mmaction - INFO - Epoch [44][1820/1879] lr: 1.385e-01, eta: 6 days, 15:26:29, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.8891 2021-06-20 22:29:02,720 - mmaction - INFO - Epoch [44][1840/1879] lr: 1.385e-01, eta: 6 days, 15:25:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3539, top5_acc: 0.5961, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.8358 2021-06-20 22:29:47,452 - mmaction - INFO - Epoch [44][1860/1879] lr: 1.385e-01, eta: 6 days, 15:24:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6152, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.8641 2021-06-20 22:30:30,437 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-06-20 22:31:59,339 - mmaction - INFO - Epoch [45][20/1879] lr: 1.375e-01, eta: 6 days, 15:23:34, time: 4.432, data_time: 2.099, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6348, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.9188 2021-06-20 22:32:44,339 - mmaction - INFO - Epoch [45][40/1879] lr: 1.375e-01, eta: 6 days, 15:22:49, time: 2.250, data_time: 0.004, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6340, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.8571 2021-06-20 22:33:29,278 - mmaction - INFO - Epoch [45][60/1879] lr: 1.375e-01, eta: 6 days, 15:22:04, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6359, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.9139 2021-06-20 22:34:14,251 - mmaction - INFO - Epoch [45][80/1879] lr: 1.375e-01, eta: 6 days, 15:21:20, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6168, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.8535 2021-06-20 22:34:59,094 - mmaction - INFO - Epoch [45][100/1879] lr: 1.375e-01, eta: 6 days, 15:20:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.9055 2021-06-20 22:35:44,099 - mmaction - INFO - Epoch [45][120/1879] lr: 1.375e-01, eta: 6 days, 15:19:50, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6309, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.9007 2021-06-20 22:36:29,136 - mmaction - INFO - Epoch [45][140/1879] lr: 1.375e-01, eta: 6 days, 15:19:05, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.8860 2021-06-20 22:37:14,190 - mmaction - INFO - Epoch [45][160/1879] lr: 1.375e-01, eta: 6 days, 15:18:21, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6371, loss_cls: 2.8130, loss: 2.8130, grad_norm: 1.8873 2021-06-20 22:37:59,225 - mmaction - INFO - Epoch [45][180/1879] lr: 1.375e-01, eta: 6 days, 15:17:36, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6277, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.8851 2021-06-20 22:38:44,190 - mmaction - INFO - Epoch [45][200/1879] lr: 1.375e-01, eta: 6 days, 15:16:52, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6363, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.8541 2021-06-20 22:39:29,164 - mmaction - INFO - Epoch [45][220/1879] lr: 1.375e-01, eta: 6 days, 15:16:07, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6277, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.8737 2021-06-20 22:40:14,152 - mmaction - INFO - Epoch [45][240/1879] lr: 1.375e-01, eta: 6 days, 15:15:22, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6109, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.8468 2021-06-20 22:40:59,075 - mmaction - INFO - Epoch [45][260/1879] lr: 1.375e-01, eta: 6 days, 15:14:37, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6289, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.9240 2021-06-20 22:41:44,065 - mmaction - INFO - Epoch [45][280/1879] lr: 1.375e-01, eta: 6 days, 15:13:53, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6262, loss_cls: 2.8027, loss: 2.8027, grad_norm: 1.8593 2021-06-20 22:42:29,042 - mmaction - INFO - Epoch [45][300/1879] lr: 1.375e-01, eta: 6 days, 15:13:08, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.8881 2021-06-20 22:43:13,913 - mmaction - INFO - Epoch [45][320/1879] lr: 1.375e-01, eta: 6 days, 15:12:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6301, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.8639 2021-06-20 22:43:58,911 - mmaction - INFO - Epoch [45][340/1879] lr: 1.375e-01, eta: 6 days, 15:11:38, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6168, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.8834 2021-06-20 22:44:43,783 - mmaction - INFO - Epoch [45][360/1879] lr: 1.375e-01, eta: 6 days, 15:10:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6172, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.8661 2021-06-20 22:45:28,745 - mmaction - INFO - Epoch [45][380/1879] lr: 1.375e-01, eta: 6 days, 15:10:08, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6301, loss_cls: 2.8374, loss: 2.8374, grad_norm: 1.9051 2021-06-20 22:46:13,543 - mmaction - INFO - Epoch [45][400/1879] lr: 1.375e-01, eta: 6 days, 15:09:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6191, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.8891 2021-06-20 22:46:58,477 - mmaction - INFO - Epoch [45][420/1879] lr: 1.375e-01, eta: 6 days, 15:08:38, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6246, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.8807 2021-06-20 22:47:43,465 - mmaction - INFO - Epoch [45][440/1879] lr: 1.375e-01, eta: 6 days, 15:07:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6262, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.9824 2021-06-20 22:48:28,323 - mmaction - INFO - Epoch [45][460/1879] lr: 1.375e-01, eta: 6 days, 15:07:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6355, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.9092 2021-06-20 22:49:13,155 - mmaction - INFO - Epoch [45][480/1879] lr: 1.375e-01, eta: 6 days, 15:06:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6234, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.9401 2021-06-20 22:49:57,952 - mmaction - INFO - Epoch [45][500/1879] lr: 1.375e-01, eta: 6 days, 15:05:38, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6168, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.9217 2021-06-20 22:50:42,677 - mmaction - INFO - Epoch [45][520/1879] lr: 1.375e-01, eta: 6 days, 15:04:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6301, loss_cls: 2.9133, loss: 2.9133, grad_norm: 2.0518 2021-06-20 22:51:27,454 - mmaction - INFO - Epoch [45][540/1879] lr: 1.375e-01, eta: 6 days, 15:04:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.8997 2021-06-20 22:52:12,317 - mmaction - INFO - Epoch [45][560/1879] lr: 1.375e-01, eta: 6 days, 15:03:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6113, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.8889 2021-06-20 22:52:57,105 - mmaction - INFO - Epoch [45][580/1879] lr: 1.375e-01, eta: 6 days, 15:02:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8629, loss: 2.8629, grad_norm: 1.8936 2021-06-20 22:53:41,971 - mmaction - INFO - Epoch [45][600/1879] lr: 1.375e-01, eta: 6 days, 15:01:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6148, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.8923 2021-06-20 22:54:26,799 - mmaction - INFO - Epoch [45][620/1879] lr: 1.375e-01, eta: 6 days, 15:01:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.9135 2021-06-20 22:55:11,635 - mmaction - INFO - Epoch [45][640/1879] lr: 1.375e-01, eta: 6 days, 15:00:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.8742 2021-06-20 22:55:56,467 - mmaction - INFO - Epoch [45][660/1879] lr: 1.375e-01, eta: 6 days, 14:59:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.8295, loss: 2.8295, grad_norm: 1.8764 2021-06-20 22:56:41,399 - mmaction - INFO - Epoch [45][680/1879] lr: 1.375e-01, eta: 6 days, 14:58:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6266, loss_cls: 2.8402, loss: 2.8402, grad_norm: 1.8697 2021-06-20 22:57:26,158 - mmaction - INFO - Epoch [45][700/1879] lr: 1.375e-01, eta: 6 days, 14:58:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6285, loss_cls: 2.8272, loss: 2.8272, grad_norm: 1.8889 2021-06-20 22:58:11,095 - mmaction - INFO - Epoch [45][720/1879] lr: 1.375e-01, eta: 6 days, 14:57:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.8374 2021-06-20 22:58:55,885 - mmaction - INFO - Epoch [45][740/1879] lr: 1.375e-01, eta: 6 days, 14:56:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6359, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.8203 2021-06-20 22:59:40,665 - mmaction - INFO - Epoch [45][760/1879] lr: 1.375e-01, eta: 6 days, 14:55:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6277, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.8312 2021-06-20 23:00:25,396 - mmaction - INFO - Epoch [45][780/1879] lr: 1.375e-01, eta: 6 days, 14:55:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6152, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.8807 2021-06-20 23:01:10,249 - mmaction - INFO - Epoch [45][800/1879] lr: 1.375e-01, eta: 6 days, 14:54:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6367, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.8794 2021-06-20 23:01:55,003 - mmaction - INFO - Epoch [45][820/1879] lr: 1.375e-01, eta: 6 days, 14:53:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6379, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.8580 2021-06-20 23:02:39,789 - mmaction - INFO - Epoch [45][840/1879] lr: 1.375e-01, eta: 6 days, 14:52:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6160, loss_cls: 2.8478, loss: 2.8478, grad_norm: 1.8841 2021-06-20 23:03:24,663 - mmaction - INFO - Epoch [45][860/1879] lr: 1.375e-01, eta: 6 days, 14:52:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.9557 2021-06-20 23:04:09,459 - mmaction - INFO - Epoch [45][880/1879] lr: 1.375e-01, eta: 6 days, 14:51:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.8682 2021-06-20 23:04:54,278 - mmaction - INFO - Epoch [45][900/1879] lr: 1.375e-01, eta: 6 days, 14:50:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6285, loss_cls: 2.8221, loss: 2.8221, grad_norm: 1.8893 2021-06-20 23:05:39,112 - mmaction - INFO - Epoch [45][920/1879] lr: 1.375e-01, eta: 6 days, 14:49:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6215, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.8651 2021-06-20 23:06:23,769 - mmaction - INFO - Epoch [45][940/1879] lr: 1.375e-01, eta: 6 days, 14:49:03, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6262, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.9001 2021-06-20 23:07:08,545 - mmaction - INFO - Epoch [45][960/1879] lr: 1.375e-01, eta: 6 days, 14:48:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6281, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.9049 2021-06-20 23:07:53,262 - mmaction - INFO - Epoch [45][980/1879] lr: 1.375e-01, eta: 6 days, 14:47:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6328, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.9026 2021-06-20 23:08:38,070 - mmaction - INFO - Epoch [45][1000/1879] lr: 1.375e-01, eta: 6 days, 14:46:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.8212 2021-06-20 23:09:22,894 - mmaction - INFO - Epoch [45][1020/1879] lr: 1.375e-01, eta: 6 days, 14:46:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6285, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.8262 2021-06-20 23:10:07,664 - mmaction - INFO - Epoch [45][1040/1879] lr: 1.375e-01, eta: 6 days, 14:45:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6332, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.8642 2021-06-20 23:10:52,490 - mmaction - INFO - Epoch [45][1060/1879] lr: 1.375e-01, eta: 6 days, 14:44:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.9164 2021-06-20 23:11:37,306 - mmaction - INFO - Epoch [45][1080/1879] lr: 1.375e-01, eta: 6 days, 14:43:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.8811 2021-06-20 23:12:22,125 - mmaction - INFO - Epoch [45][1100/1879] lr: 1.375e-01, eta: 6 days, 14:43:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6273, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.8827 2021-06-20 23:13:06,813 - mmaction - INFO - Epoch [45][1120/1879] lr: 1.375e-01, eta: 6 days, 14:42:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6207, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.8854 2021-06-20 23:13:51,588 - mmaction - INFO - Epoch [45][1140/1879] lr: 1.375e-01, eta: 6 days, 14:41:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6270, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.8381 2021-06-20 23:14:36,285 - mmaction - INFO - Epoch [45][1160/1879] lr: 1.375e-01, eta: 6 days, 14:40:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6254, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.8522 2021-06-20 23:15:20,991 - mmaction - INFO - Epoch [45][1180/1879] lr: 1.375e-01, eta: 6 days, 14:39:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.8394 2021-06-20 23:16:05,847 - mmaction - INFO - Epoch [45][1200/1879] lr: 1.375e-01, eta: 6 days, 14:39:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6242, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.8683 2021-06-20 23:16:50,569 - mmaction - INFO - Epoch [45][1220/1879] lr: 1.375e-01, eta: 6 days, 14:38:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6055, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.8507 2021-06-20 23:17:35,297 - mmaction - INFO - Epoch [45][1240/1879] lr: 1.375e-01, eta: 6 days, 14:37:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6242, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.9046 2021-06-20 23:18:20,095 - mmaction - INFO - Epoch [45][1260/1879] lr: 1.375e-01, eta: 6 days, 14:36:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6246, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.8721 2021-06-20 23:19:05,027 - mmaction - INFO - Epoch [45][1280/1879] lr: 1.375e-01, eta: 6 days, 14:36:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6395, loss_cls: 2.7976, loss: 2.7976, grad_norm: 1.9161 2021-06-20 23:19:50,031 - mmaction - INFO - Epoch [45][1300/1879] lr: 1.375e-01, eta: 6 days, 14:35:28, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6348, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.8809 2021-06-20 23:20:34,913 - mmaction - INFO - Epoch [45][1320/1879] lr: 1.375e-01, eta: 6 days, 14:34:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6449, loss_cls: 2.7674, loss: 2.7674, grad_norm: 1.9414 2021-06-20 23:21:19,636 - mmaction - INFO - Epoch [45][1340/1879] lr: 1.375e-01, eta: 6 days, 14:33:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6172, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.8839 2021-06-20 23:22:04,466 - mmaction - INFO - Epoch [45][1360/1879] lr: 1.375e-01, eta: 6 days, 14:33:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6277, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.8997 2021-06-20 23:22:49,196 - mmaction - INFO - Epoch [45][1380/1879] lr: 1.375e-01, eta: 6 days, 14:32:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6309, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.9223 2021-06-20 23:23:34,049 - mmaction - INFO - Epoch [45][1400/1879] lr: 1.375e-01, eta: 6 days, 14:31:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6277, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.8899 2021-06-20 23:24:18,819 - mmaction - INFO - Epoch [45][1420/1879] lr: 1.375e-01, eta: 6 days, 14:30:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.8459 2021-06-20 23:25:03,582 - mmaction - INFO - Epoch [45][1440/1879] lr: 1.375e-01, eta: 6 days, 14:30:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6230, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.8787 2021-06-20 23:25:48,384 - mmaction - INFO - Epoch [45][1460/1879] lr: 1.375e-01, eta: 6 days, 14:29:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.8719 2021-06-20 23:26:33,101 - mmaction - INFO - Epoch [45][1480/1879] lr: 1.375e-01, eta: 6 days, 14:28:40, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6184, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.8661 2021-06-20 23:27:17,949 - mmaction - INFO - Epoch [45][1500/1879] lr: 1.375e-01, eta: 6 days, 14:27:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6320, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.8696 2021-06-20 23:28:02,750 - mmaction - INFO - Epoch [45][1520/1879] lr: 1.375e-01, eta: 6 days, 14:27:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6195, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.9138 2021-06-20 23:28:47,497 - mmaction - INFO - Epoch [45][1540/1879] lr: 1.375e-01, eta: 6 days, 14:26:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6176, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.8076 2021-06-20 23:29:32,247 - mmaction - INFO - Epoch [45][1560/1879] lr: 1.375e-01, eta: 6 days, 14:25:39, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9106 2021-06-20 23:30:17,152 - mmaction - INFO - Epoch [45][1580/1879] lr: 1.375e-01, eta: 6 days, 14:24:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6238, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.9001 2021-06-20 23:31:01,955 - mmaction - INFO - Epoch [45][1600/1879] lr: 1.375e-01, eta: 6 days, 14:24:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6227, loss_cls: 2.8295, loss: 2.8295, grad_norm: 1.8930 2021-06-20 23:31:46,610 - mmaction - INFO - Epoch [45][1620/1879] lr: 1.375e-01, eta: 6 days, 14:23:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.5957, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.8649 2021-06-20 23:32:31,394 - mmaction - INFO - Epoch [45][1640/1879] lr: 1.375e-01, eta: 6 days, 14:22:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6262, loss_cls: 2.8242, loss: 2.8242, grad_norm: 1.8719 2021-06-20 23:33:16,123 - mmaction - INFO - Epoch [45][1660/1879] lr: 1.375e-01, eta: 6 days, 14:21:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6316, loss_cls: 2.8026, loss: 2.8026, grad_norm: 1.9432 2021-06-20 23:34:00,946 - mmaction - INFO - Epoch [45][1680/1879] lr: 1.375e-01, eta: 6 days, 14:21:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6262, loss_cls: 2.8547, loss: 2.8547, grad_norm: 1.8984 2021-06-20 23:34:45,751 - mmaction - INFO - Epoch [45][1700/1879] lr: 1.375e-01, eta: 6 days, 14:20:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6000, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.8441 2021-06-20 23:35:30,493 - mmaction - INFO - Epoch [45][1720/1879] lr: 1.375e-01, eta: 6 days, 14:19:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6148, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.8674 2021-06-20 23:36:15,217 - mmaction - INFO - Epoch [45][1740/1879] lr: 1.375e-01, eta: 6 days, 14:18:51, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6293, loss_cls: 2.7834, loss: 2.7834, grad_norm: 1.8361 2021-06-20 23:37:00,081 - mmaction - INFO - Epoch [45][1760/1879] lr: 1.375e-01, eta: 6 days, 14:18:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6129, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.9179 2021-06-20 23:37:44,960 - mmaction - INFO - Epoch [45][1780/1879] lr: 1.375e-01, eta: 6 days, 14:17:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6145, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.9243 2021-06-20 23:38:29,717 - mmaction - INFO - Epoch [45][1800/1879] lr: 1.375e-01, eta: 6 days, 14:16:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6160, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.9204 2021-06-20 23:39:14,454 - mmaction - INFO - Epoch [45][1820/1879] lr: 1.375e-01, eta: 6 days, 14:15:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6230, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.8620 2021-06-20 23:39:59,376 - mmaction - INFO - Epoch [45][1840/1879] lr: 1.375e-01, eta: 6 days, 14:15:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6199, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.9141 2021-06-20 23:40:44,309 - mmaction - INFO - Epoch [45][1860/1879] lr: 1.375e-01, eta: 6 days, 14:14:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6355, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.8660 2021-06-20 23:41:27,158 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-06-20 23:42:56,024 - mmaction - INFO - Epoch [46][20/1879] lr: 1.366e-01, eta: 6 days, 14:12:56, time: 4.418, data_time: 2.120, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6527, loss_cls: 2.7292, loss: 2.7292, grad_norm: 1.9370 2021-06-20 23:43:40,904 - mmaction - INFO - Epoch [46][40/1879] lr: 1.366e-01, eta: 6 days, 14:12:11, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.8926 2021-06-20 23:44:25,772 - mmaction - INFO - Epoch [46][60/1879] lr: 1.366e-01, eta: 6 days, 14:11:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8168, loss: 2.8168, grad_norm: 1.9061 2021-06-20 23:45:10,669 - mmaction - INFO - Epoch [46][80/1879] lr: 1.366e-01, eta: 6 days, 14:10:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6371, loss_cls: 2.8370, loss: 2.8370, grad_norm: 1.8829 2021-06-20 23:45:55,533 - mmaction - INFO - Epoch [46][100/1879] lr: 1.366e-01, eta: 6 days, 14:09:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6293, loss_cls: 2.8231, loss: 2.8231, grad_norm: 1.9109 2021-06-20 23:46:40,394 - mmaction - INFO - Epoch [46][120/1879] lr: 1.366e-01, eta: 6 days, 14:09:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6172, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.8708 2021-06-20 23:47:25,338 - mmaction - INFO - Epoch [46][140/1879] lr: 1.366e-01, eta: 6 days, 14:08:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.8491 2021-06-20 23:48:10,366 - mmaction - INFO - Epoch [46][160/1879] lr: 1.366e-01, eta: 6 days, 14:07:41, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6332, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.9591 2021-06-20 23:48:55,344 - mmaction - INFO - Epoch [46][180/1879] lr: 1.366e-01, eta: 6 days, 14:06:56, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6426, loss_cls: 2.7812, loss: 2.7812, grad_norm: 1.8654 2021-06-20 23:49:40,186 - mmaction - INFO - Epoch [46][200/1879] lr: 1.366e-01, eta: 6 days, 14:06:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8346, loss: 2.8346, grad_norm: 1.8604 2021-06-20 23:50:25,217 - mmaction - INFO - Epoch [46][220/1879] lr: 1.366e-01, eta: 6 days, 14:05:27, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6348, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.9179 2021-06-20 23:51:10,142 - mmaction - INFO - Epoch [46][240/1879] lr: 1.366e-01, eta: 6 days, 14:04:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6121, loss_cls: 2.8713, loss: 2.8713, grad_norm: 1.9293 2021-06-20 23:51:55,024 - mmaction - INFO - Epoch [46][260/1879] lr: 1.366e-01, eta: 6 days, 14:03:57, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6273, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9094 2021-06-20 23:52:40,031 - mmaction - INFO - Epoch [46][280/1879] lr: 1.366e-01, eta: 6 days, 14:03:12, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.8720 2021-06-20 23:53:24,832 - mmaction - INFO - Epoch [46][300/1879] lr: 1.366e-01, eta: 6 days, 14:02:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.8755 2021-06-20 23:54:09,843 - mmaction - INFO - Epoch [46][320/1879] lr: 1.366e-01, eta: 6 days, 14:01:42, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6293, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.9086 2021-06-20 23:54:54,695 - mmaction - INFO - Epoch [46][340/1879] lr: 1.366e-01, eta: 6 days, 14:00:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8254, loss: 2.8254, grad_norm: 1.8946 2021-06-20 23:55:39,537 - mmaction - INFO - Epoch [46][360/1879] lr: 1.366e-01, eta: 6 days, 14:00:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6188, loss_cls: 2.8556, loss: 2.8556, grad_norm: 1.9107 2021-06-20 23:56:24,392 - mmaction - INFO - Epoch [46][380/1879] lr: 1.366e-01, eta: 6 days, 13:59:27, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6242, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.9050 2021-06-20 23:57:09,173 - mmaction - INFO - Epoch [46][400/1879] lr: 1.366e-01, eta: 6 days, 13:58:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6203, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.9238 2021-06-20 23:57:54,111 - mmaction - INFO - Epoch [46][420/1879] lr: 1.366e-01, eta: 6 days, 13:57:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6332, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.9727 2021-06-20 23:58:38,949 - mmaction - INFO - Epoch [46][440/1879] lr: 1.366e-01, eta: 6 days, 13:57:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6363, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.8472 2021-06-20 23:59:23,812 - mmaction - INFO - Epoch [46][460/1879] lr: 1.366e-01, eta: 6 days, 13:56:27, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6113, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.9296 2021-06-21 00:00:08,753 - mmaction - INFO - Epoch [46][480/1879] lr: 1.366e-01, eta: 6 days, 13:55:42, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.9522 2021-06-21 00:00:53,978 - mmaction - INFO - Epoch [46][500/1879] lr: 1.366e-01, eta: 6 days, 13:54:58, time: 2.261, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.9178 2021-06-21 00:01:38,898 - mmaction - INFO - Epoch [46][520/1879] lr: 1.366e-01, eta: 6 days, 13:54:13, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6434, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.9009 2021-06-21 00:02:23,779 - mmaction - INFO - Epoch [46][540/1879] lr: 1.366e-01, eta: 6 days, 13:53:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6211, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.9420 2021-06-21 00:03:08,612 - mmaction - INFO - Epoch [46][560/1879] lr: 1.366e-01, eta: 6 days, 13:52:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6195, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.8840 2021-06-21 00:03:53,488 - mmaction - INFO - Epoch [46][580/1879] lr: 1.366e-01, eta: 6 days, 13:51:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6320, loss_cls: 2.8049, loss: 2.8049, grad_norm: 1.8698 2021-06-21 00:04:38,213 - mmaction - INFO - Epoch [46][600/1879] lr: 1.366e-01, eta: 6 days, 13:51:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6309, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.8892 2021-06-21 00:05:23,065 - mmaction - INFO - Epoch [46][620/1879] lr: 1.366e-01, eta: 6 days, 13:50:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6215, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.8727 2021-06-21 00:06:07,939 - mmaction - INFO - Epoch [46][640/1879] lr: 1.366e-01, eta: 6 days, 13:49:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.8913 2021-06-21 00:06:52,717 - mmaction - INFO - Epoch [46][660/1879] lr: 1.366e-01, eta: 6 days, 13:48:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6207, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.8736 2021-06-21 00:07:37,502 - mmaction - INFO - Epoch [46][680/1879] lr: 1.366e-01, eta: 6 days, 13:48:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6305, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.9260 2021-06-21 00:08:22,265 - mmaction - INFO - Epoch [46][700/1879] lr: 1.366e-01, eta: 6 days, 13:47:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6262, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.8732 2021-06-21 00:09:07,127 - mmaction - INFO - Epoch [46][720/1879] lr: 1.366e-01, eta: 6 days, 13:46:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.8638 2021-06-21 00:09:51,876 - mmaction - INFO - Epoch [46][740/1879] lr: 1.366e-01, eta: 6 days, 13:45:56, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6238, loss_cls: 2.8187, loss: 2.8187, grad_norm: 1.8772 2021-06-21 00:10:36,715 - mmaction - INFO - Epoch [46][760/1879] lr: 1.366e-01, eta: 6 days, 13:45:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6316, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.9335 2021-06-21 00:11:21,510 - mmaction - INFO - Epoch [46][780/1879] lr: 1.366e-01, eta: 6 days, 13:44:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6414, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.8974 2021-06-21 00:12:06,225 - mmaction - INFO - Epoch [46][800/1879] lr: 1.366e-01, eta: 6 days, 13:43:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6359, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.8912 2021-06-21 00:12:51,003 - mmaction - INFO - Epoch [46][820/1879] lr: 1.366e-01, eta: 6 days, 13:42:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6465, loss_cls: 2.7657, loss: 2.7657, grad_norm: 1.9017 2021-06-21 00:13:35,646 - mmaction - INFO - Epoch [46][840/1879] lr: 1.366e-01, eta: 6 days, 13:42:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8252, loss: 2.8252, grad_norm: 1.8709 2021-06-21 00:14:20,409 - mmaction - INFO - Epoch [46][860/1879] lr: 1.366e-01, eta: 6 days, 13:41:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6230, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.9347 2021-06-21 00:15:05,039 - mmaction - INFO - Epoch [46][880/1879] lr: 1.366e-01, eta: 6 days, 13:40:38, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6066, loss_cls: 2.9281, loss: 2.9281, grad_norm: 1.8915 2021-06-21 00:15:49,759 - mmaction - INFO - Epoch [46][900/1879] lr: 1.366e-01, eta: 6 days, 13:39:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.8892 2021-06-21 00:16:34,451 - mmaction - INFO - Epoch [46][920/1879] lr: 1.366e-01, eta: 6 days, 13:39:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.8740 2021-06-21 00:17:19,191 - mmaction - INFO - Epoch [46][940/1879] lr: 1.366e-01, eta: 6 days, 13:38:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6258, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9255 2021-06-21 00:18:03,996 - mmaction - INFO - Epoch [46][960/1879] lr: 1.366e-01, eta: 6 days, 13:37:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.8853 2021-06-21 00:18:48,788 - mmaction - INFO - Epoch [46][980/1879] lr: 1.366e-01, eta: 6 days, 13:36:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6270, loss_cls: 2.8209, loss: 2.8209, grad_norm: 1.8733 2021-06-21 00:19:33,520 - mmaction - INFO - Epoch [46][1000/1879] lr: 1.366e-01, eta: 6 days, 13:36:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6234, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.8795 2021-06-21 00:20:18,256 - mmaction - INFO - Epoch [46][1020/1879] lr: 1.366e-01, eta: 6 days, 13:35:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6250, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.8672 2021-06-21 00:21:03,142 - mmaction - INFO - Epoch [46][1040/1879] lr: 1.366e-01, eta: 6 days, 13:34:35, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.9042 2021-06-21 00:21:47,996 - mmaction - INFO - Epoch [46][1060/1879] lr: 1.366e-01, eta: 6 days, 13:33:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.9252 2021-06-21 00:22:32,711 - mmaction - INFO - Epoch [46][1080/1879] lr: 1.366e-01, eta: 6 days, 13:33:05, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6254, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.8992 2021-06-21 00:23:17,479 - mmaction - INFO - Epoch [46][1100/1879] lr: 1.366e-01, eta: 6 days, 13:32:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6465, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.8929 2021-06-21 00:24:02,325 - mmaction - INFO - Epoch [46][1120/1879] lr: 1.366e-01, eta: 6 days, 13:31:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6246, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.8764 2021-06-21 00:24:46,993 - mmaction - INFO - Epoch [46][1140/1879] lr: 1.366e-01, eta: 6 days, 13:30:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6410, loss_cls: 2.7491, loss: 2.7491, grad_norm: 1.9200 2021-06-21 00:25:31,799 - mmaction - INFO - Epoch [46][1160/1879] lr: 1.366e-01, eta: 6 days, 13:30:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3477, top5_acc: 0.5949, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.9305 2021-06-21 00:26:16,598 - mmaction - INFO - Epoch [46][1180/1879] lr: 1.366e-01, eta: 6 days, 13:29:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6199, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.8594 2021-06-21 00:27:01,324 - mmaction - INFO - Epoch [46][1200/1879] lr: 1.366e-01, eta: 6 days, 13:28:33, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6160, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.9278 2021-06-21 00:27:45,980 - mmaction - INFO - Epoch [46][1220/1879] lr: 1.366e-01, eta: 6 days, 13:27:47, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6168, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.8998 2021-06-21 00:28:30,674 - mmaction - INFO - Epoch [46][1240/1879] lr: 1.366e-01, eta: 6 days, 13:27:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6168, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.9020 2021-06-21 00:29:15,433 - mmaction - INFO - Epoch [46][1260/1879] lr: 1.366e-01, eta: 6 days, 13:26:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6215, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9164 2021-06-21 00:30:00,238 - mmaction - INFO - Epoch [46][1280/1879] lr: 1.366e-01, eta: 6 days, 13:25:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6145, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.8616 2021-06-21 00:30:45,081 - mmaction - INFO - Epoch [46][1300/1879] lr: 1.366e-01, eta: 6 days, 13:24:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.9015 2021-06-21 00:31:30,025 - mmaction - INFO - Epoch [46][1320/1879] lr: 1.366e-01, eta: 6 days, 13:24:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6219, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9133 2021-06-21 00:32:14,887 - mmaction - INFO - Epoch [46][1340/1879] lr: 1.366e-01, eta: 6 days, 13:23:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6309, loss_cls: 2.8284, loss: 2.8284, grad_norm: 1.8893 2021-06-21 00:32:59,676 - mmaction - INFO - Epoch [46][1360/1879] lr: 1.366e-01, eta: 6 days, 13:22:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6355, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.9633 2021-06-21 00:33:44,469 - mmaction - INFO - Epoch [46][1380/1879] lr: 1.366e-01, eta: 6 days, 13:21:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3457, top5_acc: 0.6141, loss_cls: 2.9509, loss: 2.9509, grad_norm: 1.8837 2021-06-21 00:34:29,254 - mmaction - INFO - Epoch [46][1400/1879] lr: 1.366e-01, eta: 6 days, 13:21:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.9026 2021-06-21 00:35:14,010 - mmaction - INFO - Epoch [46][1420/1879] lr: 1.366e-01, eta: 6 days, 13:20:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6199, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.8704 2021-06-21 00:35:58,772 - mmaction - INFO - Epoch [46][1440/1879] lr: 1.366e-01, eta: 6 days, 13:19:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6320, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.8893 2021-06-21 00:36:43,555 - mmaction - INFO - Epoch [46][1460/1879] lr: 1.366e-01, eta: 6 days, 13:18:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6238, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.9301 2021-06-21 00:37:28,295 - mmaction - INFO - Epoch [46][1480/1879] lr: 1.366e-01, eta: 6 days, 13:17:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6336, loss_cls: 2.8252, loss: 2.8252, grad_norm: 1.8863 2021-06-21 00:38:12,961 - mmaction - INFO - Epoch [46][1500/1879] lr: 1.366e-01, eta: 6 days, 13:17:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6332, loss_cls: 2.7836, loss: 2.7836, grad_norm: 1.8492 2021-06-21 00:38:57,842 - mmaction - INFO - Epoch [46][1520/1879] lr: 1.366e-01, eta: 6 days, 13:16:28, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6223, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.8986 2021-06-21 00:39:42,591 - mmaction - INFO - Epoch [46][1540/1879] lr: 1.366e-01, eta: 6 days, 13:15:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6367, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.9173 2021-06-21 00:40:27,386 - mmaction - INFO - Epoch [46][1560/1879] lr: 1.366e-01, eta: 6 days, 13:14:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6152, loss_cls: 2.8841, loss: 2.8841, grad_norm: 1.8924 2021-06-21 00:41:12,284 - mmaction - INFO - Epoch [46][1580/1879] lr: 1.366e-01, eta: 6 days, 13:14:13, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6195, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.9214 2021-06-21 00:41:57,114 - mmaction - INFO - Epoch [46][1600/1879] lr: 1.366e-01, eta: 6 days, 13:13:27, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6195, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.8683 2021-06-21 00:42:41,858 - mmaction - INFO - Epoch [46][1620/1879] lr: 1.366e-01, eta: 6 days, 13:12:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.8651 2021-06-21 00:43:26,669 - mmaction - INFO - Epoch [46][1640/1879] lr: 1.366e-01, eta: 6 days, 13:11:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.8409, loss: 2.8409, grad_norm: 1.8879 2021-06-21 00:44:11,487 - mmaction - INFO - Epoch [46][1660/1879] lr: 1.366e-01, eta: 6 days, 13:11:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6129, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.9062 2021-06-21 00:44:56,387 - mmaction - INFO - Epoch [46][1680/1879] lr: 1.366e-01, eta: 6 days, 13:10:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6172, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.8784 2021-06-21 00:45:41,286 - mmaction - INFO - Epoch [46][1700/1879] lr: 1.366e-01, eta: 6 days, 13:09:42, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6289, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.8502 2021-06-21 00:46:25,913 - mmaction - INFO - Epoch [46][1720/1879] lr: 1.366e-01, eta: 6 days, 13:08:56, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.9306 2021-06-21 00:47:10,734 - mmaction - INFO - Epoch [46][1740/1879] lr: 1.366e-01, eta: 6 days, 13:08:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6348, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.8968 2021-06-21 00:47:55,519 - mmaction - INFO - Epoch [46][1760/1879] lr: 1.366e-01, eta: 6 days, 13:07:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.9154 2021-06-21 00:48:40,547 - mmaction - INFO - Epoch [46][1780/1879] lr: 1.366e-01, eta: 6 days, 13:06:41, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6262, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9447 2021-06-21 00:49:25,313 - mmaction - INFO - Epoch [46][1800/1879] lr: 1.366e-01, eta: 6 days, 13:05:56, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6156, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.8467 2021-06-21 00:50:10,119 - mmaction - INFO - Epoch [46][1820/1879] lr: 1.366e-01, eta: 6 days, 13:05:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.9096 2021-06-21 00:50:54,885 - mmaction - INFO - Epoch [46][1840/1879] lr: 1.366e-01, eta: 6 days, 13:04:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6141, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.9046 2021-06-21 00:51:39,724 - mmaction - INFO - Epoch [46][1860/1879] lr: 1.366e-01, eta: 6 days, 13:03:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6164, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.9049 2021-06-21 00:52:23,682 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-06-21 00:53:58,939 - mmaction - INFO - Epoch [47][20/1879] lr: 1.356e-01, eta: 6 days, 13:02:33, time: 4.726, data_time: 2.489, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6480, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.8784 2021-06-21 00:54:43,861 - mmaction - INFO - Epoch [47][40/1879] lr: 1.356e-01, eta: 6 days, 13:01:48, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6324, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.8484 2021-06-21 00:55:28,771 - mmaction - INFO - Epoch [47][60/1879] lr: 1.356e-01, eta: 6 days, 13:01:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6199, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.8836 2021-06-21 00:56:13,658 - mmaction - INFO - Epoch [47][80/1879] lr: 1.356e-01, eta: 6 days, 13:00:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6309, loss_cls: 2.8289, loss: 2.8289, grad_norm: 1.8821 2021-06-21 00:56:58,416 - mmaction - INFO - Epoch [47][100/1879] lr: 1.356e-01, eta: 6 days, 12:59:33, time: 2.238, data_time: 0.002, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6402, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.9100 2021-06-21 00:57:43,233 - mmaction - INFO - Epoch [47][120/1879] lr: 1.356e-01, eta: 6 days, 12:58:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6258, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.8980 2021-06-21 00:58:27,963 - mmaction - INFO - Epoch [47][140/1879] lr: 1.356e-01, eta: 6 days, 12:58:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6426, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.8524 2021-06-21 00:59:12,641 - mmaction - INFO - Epoch [47][160/1879] lr: 1.356e-01, eta: 6 days, 12:57:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6180, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.8600 2021-06-21 00:59:57,329 - mmaction - INFO - Epoch [47][180/1879] lr: 1.356e-01, eta: 6 days, 12:56:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6270, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.8793 2021-06-21 01:00:42,089 - mmaction - INFO - Epoch [47][200/1879] lr: 1.356e-01, eta: 6 days, 12:55:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6332, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.9158 2021-06-21 01:01:26,779 - mmaction - INFO - Epoch [47][220/1879] lr: 1.356e-01, eta: 6 days, 12:55:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6172, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.9303 2021-06-21 01:02:11,620 - mmaction - INFO - Epoch [47][240/1879] lr: 1.356e-01, eta: 6 days, 12:54:15, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6547, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.8680 2021-06-21 01:02:56,247 - mmaction - INFO - Epoch [47][260/1879] lr: 1.356e-01, eta: 6 days, 12:53:29, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6234, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.8471 2021-06-21 01:03:40,947 - mmaction - INFO - Epoch [47][280/1879] lr: 1.356e-01, eta: 6 days, 12:52:43, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6285, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.9462 2021-06-21 01:04:25,740 - mmaction - INFO - Epoch [47][300/1879] lr: 1.356e-01, eta: 6 days, 12:51:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6211, loss_cls: 2.8062, loss: 2.8062, grad_norm: 1.9297 2021-06-21 01:05:10,452 - mmaction - INFO - Epoch [47][320/1879] lr: 1.356e-01, eta: 6 days, 12:51:13, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6305, loss_cls: 2.8416, loss: 2.8416, grad_norm: 1.9421 2021-06-21 01:05:55,215 - mmaction - INFO - Epoch [47][340/1879] lr: 1.356e-01, eta: 6 days, 12:50:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6523, loss_cls: 2.7624, loss: 2.7624, grad_norm: 1.9297 2021-06-21 01:06:40,044 - mmaction - INFO - Epoch [47][360/1879] lr: 1.356e-01, eta: 6 days, 12:49:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6340, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.8953 2021-06-21 01:07:24,747 - mmaction - INFO - Epoch [47][380/1879] lr: 1.356e-01, eta: 6 days, 12:48:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6344, loss_cls: 2.8419, loss: 2.8419, grad_norm: 1.9058 2021-06-21 01:08:09,564 - mmaction - INFO - Epoch [47][400/1879] lr: 1.356e-01, eta: 6 days, 12:48:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6461, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.8864 2021-06-21 01:08:54,378 - mmaction - INFO - Epoch [47][420/1879] lr: 1.356e-01, eta: 6 days, 12:47:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6301, loss_cls: 2.7933, loss: 2.7933, grad_norm: 1.9310 2021-06-21 01:09:39,194 - mmaction - INFO - Epoch [47][440/1879] lr: 1.356e-01, eta: 6 days, 12:46:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3504, top5_acc: 0.6105, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9819 2021-06-21 01:10:23,965 - mmaction - INFO - Epoch [47][460/1879] lr: 1.356e-01, eta: 6 days, 12:45:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7556, loss: 2.7556, grad_norm: 1.9131 2021-06-21 01:11:08,605 - mmaction - INFO - Epoch [47][480/1879] lr: 1.356e-01, eta: 6 days, 12:45:10, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6219, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.8723 2021-06-21 01:11:53,282 - mmaction - INFO - Epoch [47][500/1879] lr: 1.356e-01, eta: 6 days, 12:44:25, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6328, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.9551 2021-06-21 01:12:38,141 - mmaction - INFO - Epoch [47][520/1879] lr: 1.356e-01, eta: 6 days, 12:43:40, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.8729 2021-06-21 01:13:22,758 - mmaction - INFO - Epoch [47][540/1879] lr: 1.356e-01, eta: 6 days, 12:42:54, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.8764 2021-06-21 01:14:07,493 - mmaction - INFO - Epoch [47][560/1879] lr: 1.356e-01, eta: 6 days, 12:42:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6355, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.8581 2021-06-21 01:14:52,263 - mmaction - INFO - Epoch [47][580/1879] lr: 1.356e-01, eta: 6 days, 12:41:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6402, loss_cls: 2.7752, loss: 2.7752, grad_norm: 1.8999 2021-06-21 01:15:37,109 - mmaction - INFO - Epoch [47][600/1879] lr: 1.356e-01, eta: 6 days, 12:40:38, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6316, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.9229 2021-06-21 01:16:21,914 - mmaction - INFO - Epoch [47][620/1879] lr: 1.356e-01, eta: 6 days, 12:39:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6352, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.8641 2021-06-21 01:17:06,850 - mmaction - INFO - Epoch [47][640/1879] lr: 1.356e-01, eta: 6 days, 12:39:08, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6262, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.9458 2021-06-21 01:17:51,612 - mmaction - INFO - Epoch [47][660/1879] lr: 1.356e-01, eta: 6 days, 12:38:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6473, loss_cls: 2.7871, loss: 2.7871, grad_norm: 1.9074 2021-06-21 01:18:36,314 - mmaction - INFO - Epoch [47][680/1879] lr: 1.356e-01, eta: 6 days, 12:37:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6316, loss_cls: 2.7870, loss: 2.7870, grad_norm: 1.8893 2021-06-21 01:19:21,063 - mmaction - INFO - Epoch [47][700/1879] lr: 1.356e-01, eta: 6 days, 12:36:52, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6262, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.9529 2021-06-21 01:20:05,708 - mmaction - INFO - Epoch [47][720/1879] lr: 1.356e-01, eta: 6 days, 12:36:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6188, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9027 2021-06-21 01:20:50,377 - mmaction - INFO - Epoch [47][740/1879] lr: 1.356e-01, eta: 6 days, 12:35:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6230, loss_cls: 2.8893, loss: 2.8893, grad_norm: 1.8978 2021-06-21 01:21:35,073 - mmaction - INFO - Epoch [47][760/1879] lr: 1.356e-01, eta: 6 days, 12:34:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6137, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.9026 2021-06-21 01:22:19,810 - mmaction - INFO - Epoch [47][780/1879] lr: 1.356e-01, eta: 6 days, 12:33:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6359, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.9430 2021-06-21 01:23:04,521 - mmaction - INFO - Epoch [47][800/1879] lr: 1.356e-01, eta: 6 days, 12:33:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6156, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.9570 2021-06-21 01:23:49,251 - mmaction - INFO - Epoch [47][820/1879] lr: 1.356e-01, eta: 6 days, 12:32:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6234, loss_cls: 2.8533, loss: 2.8533, grad_norm: 1.8996 2021-06-21 01:24:34,008 - mmaction - INFO - Epoch [47][840/1879] lr: 1.356e-01, eta: 6 days, 12:31:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.9135 2021-06-21 01:25:18,685 - mmaction - INFO - Epoch [47][860/1879] lr: 1.356e-01, eta: 6 days, 12:30:48, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.8847 2021-06-21 01:26:03,347 - mmaction - INFO - Epoch [47][880/1879] lr: 1.356e-01, eta: 6 days, 12:30:02, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6395, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.9057 2021-06-21 01:26:48,083 - mmaction - INFO - Epoch [47][900/1879] lr: 1.356e-01, eta: 6 days, 12:29:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6070, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.8300 2021-06-21 01:27:32,854 - mmaction - INFO - Epoch [47][920/1879] lr: 1.356e-01, eta: 6 days, 12:28:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6145, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.8491 2021-06-21 01:28:17,682 - mmaction - INFO - Epoch [47][940/1879] lr: 1.356e-01, eta: 6 days, 12:27:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6391, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.8919 2021-06-21 01:29:02,381 - mmaction - INFO - Epoch [47][960/1879] lr: 1.356e-01, eta: 6 days, 12:27:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.9433 2021-06-21 01:29:47,067 - mmaction - INFO - Epoch [47][980/1879] lr: 1.356e-01, eta: 6 days, 12:26:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6141, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.9440 2021-06-21 01:30:31,704 - mmaction - INFO - Epoch [47][1000/1879] lr: 1.356e-01, eta: 6 days, 12:25:29, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6172, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.9249 2021-06-21 01:31:16,497 - mmaction - INFO - Epoch [47][1020/1879] lr: 1.356e-01, eta: 6 days, 12:24:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6246, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.9447 2021-06-21 01:32:01,401 - mmaction - INFO - Epoch [47][1040/1879] lr: 1.356e-01, eta: 6 days, 12:23:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6504, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.8758 2021-06-21 01:32:46,064 - mmaction - INFO - Epoch [47][1060/1879] lr: 1.356e-01, eta: 6 days, 12:23:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6270, loss_cls: 2.8289, loss: 2.8289, grad_norm: 1.9165 2021-06-21 01:33:30,724 - mmaction - INFO - Epoch [47][1080/1879] lr: 1.356e-01, eta: 6 days, 12:22:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6309, loss_cls: 2.7952, loss: 2.7952, grad_norm: 1.9191 2021-06-21 01:34:15,538 - mmaction - INFO - Epoch [47][1100/1879] lr: 1.356e-01, eta: 6 days, 12:21:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6352, loss_cls: 2.8056, loss: 2.8056, grad_norm: 1.9171 2021-06-21 01:35:00,313 - mmaction - INFO - Epoch [47][1120/1879] lr: 1.356e-01, eta: 6 days, 12:20:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6152, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.8980 2021-06-21 01:35:44,943 - mmaction - INFO - Epoch [47][1140/1879] lr: 1.356e-01, eta: 6 days, 12:20:12, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6340, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.8719 2021-06-21 01:36:29,824 - mmaction - INFO - Epoch [47][1160/1879] lr: 1.356e-01, eta: 6 days, 12:19:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.8775 2021-06-21 01:37:14,692 - mmaction - INFO - Epoch [47][1180/1879] lr: 1.356e-01, eta: 6 days, 12:18:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.9222 2021-06-21 01:37:59,333 - mmaction - INFO - Epoch [47][1200/1879] lr: 1.356e-01, eta: 6 days, 12:17:56, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.9086 2021-06-21 01:38:44,167 - mmaction - INFO - Epoch [47][1220/1879] lr: 1.356e-01, eta: 6 days, 12:17:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6230, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.8740 2021-06-21 01:39:28,818 - mmaction - INFO - Epoch [47][1240/1879] lr: 1.356e-01, eta: 6 days, 12:16:25, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6328, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.8991 2021-06-21 01:40:13,555 - mmaction - INFO - Epoch [47][1260/1879] lr: 1.356e-01, eta: 6 days, 12:15:40, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6277, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.9438 2021-06-21 01:40:58,226 - mmaction - INFO - Epoch [47][1280/1879] lr: 1.356e-01, eta: 6 days, 12:14:54, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6148, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.8756 2021-06-21 01:41:43,019 - mmaction - INFO - Epoch [47][1300/1879] lr: 1.356e-01, eta: 6 days, 12:14:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6234, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.9448 2021-06-21 01:42:27,758 - mmaction - INFO - Epoch [47][1320/1879] lr: 1.356e-01, eta: 6 days, 12:13:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6293, loss_cls: 2.8318, loss: 2.8318, grad_norm: 1.9117 2021-06-21 01:43:12,502 - mmaction - INFO - Epoch [47][1340/1879] lr: 1.356e-01, eta: 6 days, 12:12:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.8990 2021-06-21 01:43:57,298 - mmaction - INFO - Epoch [47][1360/1879] lr: 1.356e-01, eta: 6 days, 12:11:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6438, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.9044 2021-06-21 01:44:42,022 - mmaction - INFO - Epoch [47][1380/1879] lr: 1.356e-01, eta: 6 days, 12:11:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6387, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.9005 2021-06-21 01:45:26,743 - mmaction - INFO - Epoch [47][1400/1879] lr: 1.356e-01, eta: 6 days, 12:10:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8292, loss: 2.8292, grad_norm: 1.9173 2021-06-21 01:46:11,418 - mmaction - INFO - Epoch [47][1420/1879] lr: 1.356e-01, eta: 6 days, 12:09:37, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6254, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.8809 2021-06-21 01:46:56,237 - mmaction - INFO - Epoch [47][1440/1879] lr: 1.356e-01, eta: 6 days, 12:08:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6156, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.9131 2021-06-21 01:47:40,955 - mmaction - INFO - Epoch [47][1460/1879] lr: 1.356e-01, eta: 6 days, 12:08:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6172, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.8922 2021-06-21 01:48:25,678 - mmaction - INFO - Epoch [47][1480/1879] lr: 1.356e-01, eta: 6 days, 12:07:21, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6262, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.8615 2021-06-21 01:49:10,416 - mmaction - INFO - Epoch [47][1500/1879] lr: 1.356e-01, eta: 6 days, 12:06:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6145, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.8844 2021-06-21 01:49:55,081 - mmaction - INFO - Epoch [47][1520/1879] lr: 1.356e-01, eta: 6 days, 12:05:50, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.9176 2021-06-21 01:50:39,703 - mmaction - INFO - Epoch [47][1540/1879] lr: 1.356e-01, eta: 6 days, 12:05:04, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8279, loss: 2.8279, grad_norm: 1.8931 2021-06-21 01:51:24,437 - mmaction - INFO - Epoch [47][1560/1879] lr: 1.356e-01, eta: 6 days, 12:04:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6309, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.8577 2021-06-21 01:52:09,078 - mmaction - INFO - Epoch [47][1580/1879] lr: 1.356e-01, eta: 6 days, 12:03:33, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6348, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.9430 2021-06-21 01:52:54,027 - mmaction - INFO - Epoch [47][1600/1879] lr: 1.356e-01, eta: 6 days, 12:02:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.5992, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.9167 2021-06-21 01:53:38,813 - mmaction - INFO - Epoch [47][1620/1879] lr: 1.356e-01, eta: 6 days, 12:02:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6285, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.9236 2021-06-21 01:54:23,449 - mmaction - INFO - Epoch [47][1640/1879] lr: 1.356e-01, eta: 6 days, 12:01:17, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.9239 2021-06-21 01:55:08,274 - mmaction - INFO - Epoch [47][1660/1879] lr: 1.356e-01, eta: 6 days, 12:00:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3426, top5_acc: 0.6191, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8619 2021-06-21 01:55:52,960 - mmaction - INFO - Epoch [47][1680/1879] lr: 1.356e-01, eta: 6 days, 11:59:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6250, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.9030 2021-06-21 01:56:37,773 - mmaction - INFO - Epoch [47][1700/1879] lr: 1.356e-01, eta: 6 days, 11:59:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3473, top5_acc: 0.6234, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.8948 2021-06-21 01:57:22,462 - mmaction - INFO - Epoch [47][1720/1879] lr: 1.356e-01, eta: 6 days, 11:58:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6355, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.8773 2021-06-21 01:58:07,325 - mmaction - INFO - Epoch [47][1740/1879] lr: 1.356e-01, eta: 6 days, 11:57:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6328, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.9200 2021-06-21 01:58:52,294 - mmaction - INFO - Epoch [47][1760/1879] lr: 1.356e-01, eta: 6 days, 11:56:46, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6320, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.9043 2021-06-21 01:59:37,222 - mmaction - INFO - Epoch [47][1780/1879] lr: 1.356e-01, eta: 6 days, 11:56:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6363, loss_cls: 2.8160, loss: 2.8160, grad_norm: 1.8762 2021-06-21 02:00:21,927 - mmaction - INFO - Epoch [47][1800/1879] lr: 1.356e-01, eta: 6 days, 11:55:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6328, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.8968 2021-06-21 02:01:06,718 - mmaction - INFO - Epoch [47][1820/1879] lr: 1.356e-01, eta: 6 days, 11:54:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6496, loss_cls: 2.7645, loss: 2.7645, grad_norm: 1.9217 2021-06-21 02:01:51,438 - mmaction - INFO - Epoch [47][1840/1879] lr: 1.356e-01, eta: 6 days, 11:53:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6504, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.8971 2021-06-21 02:02:36,104 - mmaction - INFO - Epoch [47][1860/1879] lr: 1.356e-01, eta: 6 days, 11:52:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6375, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9104 2021-06-21 02:03:19,048 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-06-21 02:04:49,062 - mmaction - INFO - Epoch [48][20/1879] lr: 1.346e-01, eta: 6 days, 11:51:37, time: 4.467, data_time: 2.106, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6309, loss_cls: 2.8497, loss: 2.8497, grad_norm: 1.9198 2021-06-21 02:05:33,999 - mmaction - INFO - Epoch [48][40/1879] lr: 1.346e-01, eta: 6 days, 11:50:52, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6352, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.9115 2021-06-21 02:06:18,925 - mmaction - INFO - Epoch [48][60/1879] lr: 1.346e-01, eta: 6 days, 11:50:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6297, loss_cls: 2.7933, loss: 2.7933, grad_norm: 1.9091 2021-06-21 02:07:03,693 - mmaction - INFO - Epoch [48][80/1879] lr: 1.346e-01, eta: 6 days, 11:49:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6340, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.8824 2021-06-21 02:07:48,513 - mmaction - INFO - Epoch [48][100/1879] lr: 1.346e-01, eta: 6 days, 11:48:37, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6191, loss_cls: 2.8579, loss: 2.8579, grad_norm: 1.9539 2021-06-21 02:08:33,501 - mmaction - INFO - Epoch [48][120/1879] lr: 1.346e-01, eta: 6 days, 11:47:52, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6441, loss_cls: 2.7631, loss: 2.7631, grad_norm: 1.8889 2021-06-21 02:09:18,383 - mmaction - INFO - Epoch [48][140/1879] lr: 1.346e-01, eta: 6 days, 11:47:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6379, loss_cls: 2.8011, loss: 2.8011, grad_norm: 1.9202 2021-06-21 02:10:03,350 - mmaction - INFO - Epoch [48][160/1879] lr: 1.346e-01, eta: 6 days, 11:46:22, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.8867 2021-06-21 02:10:48,183 - mmaction - INFO - Epoch [48][180/1879] lr: 1.346e-01, eta: 6 days, 11:45:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.9380 2021-06-21 02:11:33,072 - mmaction - INFO - Epoch [48][200/1879] lr: 1.346e-01, eta: 6 days, 11:44:52, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6383, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.9325 2021-06-21 02:12:17,926 - mmaction - INFO - Epoch [48][220/1879] lr: 1.346e-01, eta: 6 days, 11:44:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6344, loss_cls: 2.7919, loss: 2.7919, grad_norm: 1.8980 2021-06-21 02:13:02,778 - mmaction - INFO - Epoch [48][240/1879] lr: 1.346e-01, eta: 6 days, 11:43:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6277, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.9818 2021-06-21 02:13:47,672 - mmaction - INFO - Epoch [48][260/1879] lr: 1.346e-01, eta: 6 days, 11:42:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.8830 2021-06-21 02:14:32,618 - mmaction - INFO - Epoch [48][280/1879] lr: 1.346e-01, eta: 6 days, 11:41:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.9473 2021-06-21 02:15:17,479 - mmaction - INFO - Epoch [48][300/1879] lr: 1.346e-01, eta: 6 days, 11:41:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.9083 2021-06-21 02:16:02,394 - mmaction - INFO - Epoch [48][320/1879] lr: 1.346e-01, eta: 6 days, 11:40:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6301, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.9123 2021-06-21 02:16:47,245 - mmaction - INFO - Epoch [48][340/1879] lr: 1.346e-01, eta: 6 days, 11:39:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6199, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.8695 2021-06-21 02:17:31,984 - mmaction - INFO - Epoch [48][360/1879] lr: 1.346e-01, eta: 6 days, 11:38:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6293, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.9349 2021-06-21 02:18:16,744 - mmaction - INFO - Epoch [48][380/1879] lr: 1.346e-01, eta: 6 days, 11:38:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6266, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.9064 2021-06-21 02:19:01,679 - mmaction - INFO - Epoch [48][400/1879] lr: 1.346e-01, eta: 6 days, 11:37:22, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6152, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.8858 2021-06-21 02:19:46,537 - mmaction - INFO - Epoch [48][420/1879] lr: 1.346e-01, eta: 6 days, 11:36:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6242, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9629 2021-06-21 02:20:31,398 - mmaction - INFO - Epoch [48][440/1879] lr: 1.346e-01, eta: 6 days, 11:35:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6137, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.8891 2021-06-21 02:21:16,148 - mmaction - INFO - Epoch [48][460/1879] lr: 1.346e-01, eta: 6 days, 11:35:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.8994 2021-06-21 02:22:00,958 - mmaction - INFO - Epoch [48][480/1879] lr: 1.346e-01, eta: 6 days, 11:34:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6312, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.9229 2021-06-21 02:22:45,675 - mmaction - INFO - Epoch [48][500/1879] lr: 1.346e-01, eta: 6 days, 11:33:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6262, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.8676 2021-06-21 02:23:30,552 - mmaction - INFO - Epoch [48][520/1879] lr: 1.346e-01, eta: 6 days, 11:32:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6223, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.9059 2021-06-21 02:24:15,387 - mmaction - INFO - Epoch [48][540/1879] lr: 1.346e-01, eta: 6 days, 11:32:06, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6273, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.9166 2021-06-21 02:25:00,270 - mmaction - INFO - Epoch [48][560/1879] lr: 1.346e-01, eta: 6 days, 11:31:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6332, loss_cls: 2.8376, loss: 2.8376, grad_norm: 1.9442 2021-06-21 02:25:45,085 - mmaction - INFO - Epoch [48][580/1879] lr: 1.346e-01, eta: 6 days, 11:30:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.9211 2021-06-21 02:26:29,832 - mmaction - INFO - Epoch [48][600/1879] lr: 1.346e-01, eta: 6 days, 11:29:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6340, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.9313 2021-06-21 02:27:14,698 - mmaction - INFO - Epoch [48][620/1879] lr: 1.346e-01, eta: 6 days, 11:29:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6395, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.8859 2021-06-21 02:27:59,378 - mmaction - INFO - Epoch [48][640/1879] lr: 1.346e-01, eta: 6 days, 11:28:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6484, loss_cls: 2.7057, loss: 2.7057, grad_norm: 1.9235 2021-06-21 02:28:44,069 - mmaction - INFO - Epoch [48][660/1879] lr: 1.346e-01, eta: 6 days, 11:27:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6293, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.8644 2021-06-21 02:29:28,911 - mmaction - INFO - Epoch [48][680/1879] lr: 1.346e-01, eta: 6 days, 11:26:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6172, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9606 2021-06-21 02:30:13,737 - mmaction - INFO - Epoch [48][700/1879] lr: 1.346e-01, eta: 6 days, 11:26:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6277, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.8480 2021-06-21 02:30:58,455 - mmaction - INFO - Epoch [48][720/1879] lr: 1.346e-01, eta: 6 days, 11:25:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6234, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.8816 2021-06-21 02:31:43,087 - mmaction - INFO - Epoch [48][740/1879] lr: 1.346e-01, eta: 6 days, 11:24:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6188, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.9338 2021-06-21 02:32:27,738 - mmaction - INFO - Epoch [48][760/1879] lr: 1.346e-01, eta: 6 days, 11:23:47, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.9100 2021-06-21 02:33:12,462 - mmaction - INFO - Epoch [48][780/1879] lr: 1.346e-01, eta: 6 days, 11:23:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6328, loss_cls: 2.8079, loss: 2.8079, grad_norm: 1.8703 2021-06-21 02:33:57,095 - mmaction - INFO - Epoch [48][800/1879] lr: 1.346e-01, eta: 6 days, 11:22:16, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.8649 2021-06-21 02:34:41,754 - mmaction - INFO - Epoch [48][820/1879] lr: 1.346e-01, eta: 6 days, 11:21:30, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6156, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9166 2021-06-21 02:35:26,536 - mmaction - INFO - Epoch [48][840/1879] lr: 1.346e-01, eta: 6 days, 11:20:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6215, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.9133 2021-06-21 02:36:11,213 - mmaction - INFO - Epoch [48][860/1879] lr: 1.346e-01, eta: 6 days, 11:20:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6340, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.9397 2021-06-21 02:36:55,948 - mmaction - INFO - Epoch [48][880/1879] lr: 1.346e-01, eta: 6 days, 11:19:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6305, loss_cls: 2.8199, loss: 2.8199, grad_norm: 1.9328 2021-06-21 02:37:40,635 - mmaction - INFO - Epoch [48][900/1879] lr: 1.346e-01, eta: 6 days, 11:18:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6281, loss_cls: 2.8464, loss: 2.8464, grad_norm: 1.9180 2021-06-21 02:38:25,468 - mmaction - INFO - Epoch [48][920/1879] lr: 1.346e-01, eta: 6 days, 11:17:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.8796 2021-06-21 02:39:10,147 - mmaction - INFO - Epoch [48][940/1879] lr: 1.346e-01, eta: 6 days, 11:16:58, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6453, loss_cls: 2.7459, loss: 2.7459, grad_norm: 1.9720 2021-06-21 02:39:54,942 - mmaction - INFO - Epoch [48][960/1879] lr: 1.346e-01, eta: 6 days, 11:16:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6129, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.9033 2021-06-21 02:40:39,723 - mmaction - INFO - Epoch [48][980/1879] lr: 1.346e-01, eta: 6 days, 11:15:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6410, loss_cls: 2.7755, loss: 2.7755, grad_norm: 1.8929 2021-06-21 02:41:24,625 - mmaction - INFO - Epoch [48][1000/1879] lr: 1.346e-01, eta: 6 days, 11:14:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8834, loss: 2.8834, grad_norm: 2.1259 2021-06-21 02:42:09,370 - mmaction - INFO - Epoch [48][1020/1879] lr: 1.346e-01, eta: 6 days, 11:13:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.2008 2021-06-21 02:42:54,178 - mmaction - INFO - Epoch [48][1040/1879] lr: 1.346e-01, eta: 6 days, 11:13:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3402, top5_acc: 0.6000, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.0590 2021-06-21 02:43:38,849 - mmaction - INFO - Epoch [48][1060/1879] lr: 1.346e-01, eta: 6 days, 11:12:26, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.9136 2021-06-21 02:44:23,593 - mmaction - INFO - Epoch [48][1080/1879] lr: 1.346e-01, eta: 6 days, 11:11:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9507 2021-06-21 02:45:08,388 - mmaction - INFO - Epoch [48][1100/1879] lr: 1.346e-01, eta: 6 days, 11:10:56, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.9476 2021-06-21 02:45:53,185 - mmaction - INFO - Epoch [48][1120/1879] lr: 1.346e-01, eta: 6 days, 11:10:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6227, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.9881 2021-06-21 02:46:37,890 - mmaction - INFO - Epoch [48][1140/1879] lr: 1.346e-01, eta: 6 days, 11:09:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6098, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.9671 2021-06-21 02:47:22,524 - mmaction - INFO - Epoch [48][1160/1879] lr: 1.346e-01, eta: 6 days, 11:08:40, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3418, top5_acc: 0.6059, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9583 2021-06-21 02:48:07,375 - mmaction - INFO - Epoch [48][1180/1879] lr: 1.346e-01, eta: 6 days, 11:07:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6160, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9487 2021-06-21 02:48:52,047 - mmaction - INFO - Epoch [48][1200/1879] lr: 1.346e-01, eta: 6 days, 11:07:09, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6270, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.9566 2021-06-21 02:49:36,783 - mmaction - INFO - Epoch [48][1220/1879] lr: 1.346e-01, eta: 6 days, 11:06:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6234, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.9767 2021-06-21 02:50:21,408 - mmaction - INFO - Epoch [48][1240/1879] lr: 1.346e-01, eta: 6 days, 11:05:38, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6336, loss_cls: 2.8371, loss: 2.8371, grad_norm: 1.9700 2021-06-21 02:51:06,127 - mmaction - INFO - Epoch [48][1260/1879] lr: 1.346e-01, eta: 6 days, 11:04:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6074, loss_cls: 2.9247, loss: 2.9247, grad_norm: 2.0065 2021-06-21 02:51:50,804 - mmaction - INFO - Epoch [48][1280/1879] lr: 1.346e-01, eta: 6 days, 11:04:07, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6242, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.9629 2021-06-21 02:52:35,624 - mmaction - INFO - Epoch [48][1300/1879] lr: 1.346e-01, eta: 6 days, 11:03:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.8626, loss: 2.8626, grad_norm: 1.9706 2021-06-21 02:53:20,413 - mmaction - INFO - Epoch [48][1320/1879] lr: 1.346e-01, eta: 6 days, 11:02:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6199, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.0184 2021-06-21 02:54:05,034 - mmaction - INFO - Epoch [48][1340/1879] lr: 1.346e-01, eta: 6 days, 11:01:51, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6113, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.0033 2021-06-21 02:54:49,783 - mmaction - INFO - Epoch [48][1360/1879] lr: 1.346e-01, eta: 6 days, 11:01:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6117, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.9963 2021-06-21 02:55:34,396 - mmaction - INFO - Epoch [48][1380/1879] lr: 1.346e-01, eta: 6 days, 11:00:20, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6102, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.9076 2021-06-21 02:56:19,194 - mmaction - INFO - Epoch [48][1400/1879] lr: 1.346e-01, eta: 6 days, 10:59:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6285, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.0495 2021-06-21 02:57:04,053 - mmaction - INFO - Epoch [48][1420/1879] lr: 1.346e-01, eta: 6 days, 10:58:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3535, top5_acc: 0.6086, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9476 2021-06-21 02:57:48,898 - mmaction - INFO - Epoch [48][1440/1879] lr: 1.346e-01, eta: 6 days, 10:58:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6211, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.9751 2021-06-21 02:58:33,695 - mmaction - INFO - Epoch [48][1460/1879] lr: 1.346e-01, eta: 6 days, 10:57:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6254, loss_cls: 2.8837, loss: 2.8837, grad_norm: 1.9851 2021-06-21 02:59:18,439 - mmaction - INFO - Epoch [48][1480/1879] lr: 1.346e-01, eta: 6 days, 10:56:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6176, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.9541 2021-06-21 03:00:03,175 - mmaction - INFO - Epoch [48][1500/1879] lr: 1.346e-01, eta: 6 days, 10:55:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6090, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.0038 2021-06-21 03:00:47,966 - mmaction - INFO - Epoch [48][1520/1879] lr: 1.346e-01, eta: 6 days, 10:55:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6070, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.9419 2021-06-21 03:01:32,734 - mmaction - INFO - Epoch [48][1540/1879] lr: 1.346e-01, eta: 6 days, 10:54:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6301, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.9959 2021-06-21 03:02:17,509 - mmaction - INFO - Epoch [48][1560/1879] lr: 1.346e-01, eta: 6 days, 10:53:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.0128 2021-06-21 03:03:02,265 - mmaction - INFO - Epoch [48][1580/1879] lr: 1.346e-01, eta: 6 days, 10:52:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6223, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.9237 2021-06-21 03:03:46,967 - mmaction - INFO - Epoch [48][1600/1879] lr: 1.346e-01, eta: 6 days, 10:52:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.9557 2021-06-21 03:04:31,824 - mmaction - INFO - Epoch [48][1620/1879] lr: 1.346e-01, eta: 6 days, 10:51:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6258, loss_cls: 2.8459, loss: 2.8459, grad_norm: 1.9687 2021-06-21 03:05:16,599 - mmaction - INFO - Epoch [48][1640/1879] lr: 1.346e-01, eta: 6 days, 10:50:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6109, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.0171 2021-06-21 03:06:01,428 - mmaction - INFO - Epoch [48][1660/1879] lr: 1.346e-01, eta: 6 days, 10:49:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6074, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.9206 2021-06-21 03:06:46,305 - mmaction - INFO - Epoch [48][1680/1879] lr: 1.346e-01, eta: 6 days, 10:49:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.9281 2021-06-21 03:07:31,189 - mmaction - INFO - Epoch [48][1700/1879] lr: 1.346e-01, eta: 6 days, 10:48:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6086, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.9786 2021-06-21 03:08:15,960 - mmaction - INFO - Epoch [48][1720/1879] lr: 1.346e-01, eta: 6 days, 10:47:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6203, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.0220 2021-06-21 03:09:00,670 - mmaction - INFO - Epoch [48][1740/1879] lr: 1.346e-01, eta: 6 days, 10:46:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6305, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.9452 2021-06-21 03:09:45,464 - mmaction - INFO - Epoch [48][1760/1879] lr: 1.346e-01, eta: 6 days, 10:46:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.5953, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.6736 2021-06-21 03:10:30,318 - mmaction - INFO - Epoch [48][1780/1879] lr: 1.346e-01, eta: 6 days, 10:45:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3109, top5_acc: 0.5824, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.1059 2021-06-21 03:11:15,116 - mmaction - INFO - Epoch [48][1800/1879] lr: 1.346e-01, eta: 6 days, 10:44:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3441, top5_acc: 0.5992, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.9433 2021-06-21 03:11:59,850 - mmaction - INFO - Epoch [48][1820/1879] lr: 1.346e-01, eta: 6 days, 10:43:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6109, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.9803 2021-06-21 03:12:44,663 - mmaction - INFO - Epoch [48][1840/1879] lr: 1.346e-01, eta: 6 days, 10:43:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3316, top5_acc: 0.6082, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.9279 2021-06-21 03:13:29,377 - mmaction - INFO - Epoch [48][1860/1879] lr: 1.346e-01, eta: 6 days, 10:42:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6238, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.8814 2021-06-21 03:14:12,538 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-06-21 03:15:41,028 - mmaction - INFO - Epoch [49][20/1879] lr: 1.335e-01, eta: 6 days, 10:40:48, time: 4.399, data_time: 2.047, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6379, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.8876 2021-06-21 03:16:25,871 - mmaction - INFO - Epoch [49][40/1879] lr: 1.335e-01, eta: 6 days, 10:40:03, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6262, loss_cls: 2.8328, loss: 2.8328, grad_norm: 1.9474 2021-06-21 03:17:10,777 - mmaction - INFO - Epoch [49][60/1879] lr: 1.335e-01, eta: 6 days, 10:39:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6270, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9580 2021-06-21 03:17:55,713 - mmaction - INFO - Epoch [49][80/1879] lr: 1.335e-01, eta: 6 days, 10:38:33, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6301, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.8969 2021-06-21 03:18:40,520 - mmaction - INFO - Epoch [49][100/1879] lr: 1.335e-01, eta: 6 days, 10:37:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7751, loss: 2.7751, grad_norm: 1.9034 2021-06-21 03:19:25,375 - mmaction - INFO - Epoch [49][120/1879] lr: 1.335e-01, eta: 6 days, 10:37:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6438, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.8628 2021-06-21 03:20:10,169 - mmaction - INFO - Epoch [49][140/1879] lr: 1.335e-01, eta: 6 days, 10:36:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6262, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.9077 2021-06-21 03:20:55,019 - mmaction - INFO - Epoch [49][160/1879] lr: 1.335e-01, eta: 6 days, 10:35:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6266, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9094 2021-06-21 03:21:39,835 - mmaction - INFO - Epoch [49][180/1879] lr: 1.335e-01, eta: 6 days, 10:34:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6168, loss_cls: 2.8701, loss: 2.8701, grad_norm: 1.9075 2021-06-21 03:22:24,735 - mmaction - INFO - Epoch [49][200/1879] lr: 1.335e-01, eta: 6 days, 10:34:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6270, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.9482 2021-06-21 03:23:09,491 - mmaction - INFO - Epoch [49][220/1879] lr: 1.335e-01, eta: 6 days, 10:33:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6199, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.8731 2021-06-21 03:23:54,222 - mmaction - INFO - Epoch [49][240/1879] lr: 1.335e-01, eta: 6 days, 10:32:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6262, loss_cls: 2.8231, loss: 2.8231, grad_norm: 1.8846 2021-06-21 03:24:38,973 - mmaction - INFO - Epoch [49][260/1879] lr: 1.335e-01, eta: 6 days, 10:31:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6188, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.9296 2021-06-21 03:25:23,822 - mmaction - INFO - Epoch [49][280/1879] lr: 1.335e-01, eta: 6 days, 10:31:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6207, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.9283 2021-06-21 03:26:08,611 - mmaction - INFO - Epoch [49][300/1879] lr: 1.335e-01, eta: 6 days, 10:30:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.8545 2021-06-21 03:26:53,431 - mmaction - INFO - Epoch [49][320/1879] lr: 1.335e-01, eta: 6 days, 10:29:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6168, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.8597 2021-06-21 03:27:38,284 - mmaction - INFO - Epoch [49][340/1879] lr: 1.335e-01, eta: 6 days, 10:28:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.8415 2021-06-21 03:28:23,000 - mmaction - INFO - Epoch [49][360/1879] lr: 1.335e-01, eta: 6 days, 10:28:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6367, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.9105 2021-06-21 03:29:07,826 - mmaction - INFO - Epoch [49][380/1879] lr: 1.335e-01, eta: 6 days, 10:27:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6301, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.8707 2021-06-21 03:29:52,603 - mmaction - INFO - Epoch [49][400/1879] lr: 1.335e-01, eta: 6 days, 10:26:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6109, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.8817 2021-06-21 03:30:37,453 - mmaction - INFO - Epoch [49][420/1879] lr: 1.335e-01, eta: 6 days, 10:25:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6191, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.8460 2021-06-21 03:31:22,186 - mmaction - INFO - Epoch [49][440/1879] lr: 1.335e-01, eta: 6 days, 10:25:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8725 2021-06-21 03:32:06,843 - mmaction - INFO - Epoch [49][460/1879] lr: 1.335e-01, eta: 6 days, 10:24:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6219, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.8764 2021-06-21 03:32:51,572 - mmaction - INFO - Epoch [49][480/1879] lr: 1.335e-01, eta: 6 days, 10:23:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6402, loss_cls: 2.7317, loss: 2.7317, grad_norm: 1.9306 2021-06-21 03:33:36,479 - mmaction - INFO - Epoch [49][500/1879] lr: 1.335e-01, eta: 6 days, 10:22:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6230, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.9467 2021-06-21 03:34:21,257 - mmaction - INFO - Epoch [49][520/1879] lr: 1.335e-01, eta: 6 days, 10:21:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6156, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.8662 2021-06-21 03:35:05,953 - mmaction - INFO - Epoch [49][540/1879] lr: 1.335e-01, eta: 6 days, 10:21:13, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6457, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.8614 2021-06-21 03:35:50,922 - mmaction - INFO - Epoch [49][560/1879] lr: 1.335e-01, eta: 6 days, 10:20:29, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6500, loss_cls: 2.7774, loss: 2.7774, grad_norm: 1.9222 2021-06-21 03:36:35,718 - mmaction - INFO - Epoch [49][580/1879] lr: 1.335e-01, eta: 6 days, 10:19:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6375, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.9627 2021-06-21 03:37:20,460 - mmaction - INFO - Epoch [49][600/1879] lr: 1.335e-01, eta: 6 days, 10:18:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6164, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.9463 2021-06-21 03:38:05,188 - mmaction - INFO - Epoch [49][620/1879] lr: 1.335e-01, eta: 6 days, 10:18:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6441, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.8871 2021-06-21 03:38:49,875 - mmaction - INFO - Epoch [49][640/1879] lr: 1.335e-01, eta: 6 days, 10:17:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.8155, loss: 2.8155, grad_norm: 1.8947 2021-06-21 03:39:34,652 - mmaction - INFO - Epoch [49][660/1879] lr: 1.335e-01, eta: 6 days, 10:16:42, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.9178 2021-06-21 03:40:19,488 - mmaction - INFO - Epoch [49][680/1879] lr: 1.335e-01, eta: 6 days, 10:15:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.8855 2021-06-21 03:41:04,256 - mmaction - INFO - Epoch [49][700/1879] lr: 1.335e-01, eta: 6 days, 10:15:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.9132 2021-06-21 03:41:49,022 - mmaction - INFO - Epoch [49][720/1879] lr: 1.335e-01, eta: 6 days, 10:14:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6410, loss_cls: 2.7417, loss: 2.7417, grad_norm: 1.8691 2021-06-21 03:42:33,704 - mmaction - INFO - Epoch [49][740/1879] lr: 1.335e-01, eta: 6 days, 10:13:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.9389 2021-06-21 03:43:18,395 - mmaction - INFO - Epoch [49][760/1879] lr: 1.335e-01, eta: 6 days, 10:12:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6324, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.9054 2021-06-21 03:44:02,987 - mmaction - INFO - Epoch [49][780/1879] lr: 1.335e-01, eta: 6 days, 10:12:09, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.7663, loss: 2.7663, grad_norm: 1.8756 2021-06-21 03:44:47,850 - mmaction - INFO - Epoch [49][800/1879] lr: 1.335e-01, eta: 6 days, 10:11:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6383, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.8878 2021-06-21 03:45:32,792 - mmaction - INFO - Epoch [49][820/1879] lr: 1.335e-01, eta: 6 days, 10:10:40, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6074, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.9404 2021-06-21 03:46:17,504 - mmaction - INFO - Epoch [49][840/1879] lr: 1.335e-01, eta: 6 days, 10:09:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6297, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.9259 2021-06-21 03:47:02,179 - mmaction - INFO - Epoch [49][860/1879] lr: 1.335e-01, eta: 6 days, 10:09:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6398, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.9678 2021-06-21 03:47:47,002 - mmaction - INFO - Epoch [49][880/1879] lr: 1.335e-01, eta: 6 days, 10:08:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6328, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.0024 2021-06-21 03:48:31,780 - mmaction - INFO - Epoch [49][900/1879] lr: 1.335e-01, eta: 6 days, 10:07:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6613, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.9495 2021-06-21 03:49:16,566 - mmaction - INFO - Epoch [49][920/1879] lr: 1.335e-01, eta: 6 days, 10:06:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6281, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.9116 2021-06-21 03:50:01,273 - mmaction - INFO - Epoch [49][940/1879] lr: 1.335e-01, eta: 6 days, 10:06:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6301, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.8608 2021-06-21 03:50:46,143 - mmaction - INFO - Epoch [49][960/1879] lr: 1.335e-01, eta: 6 days, 10:05:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6328, loss_cls: 2.8682, loss: 2.8682, grad_norm: 1.9546 2021-06-21 03:51:30,768 - mmaction - INFO - Epoch [49][980/1879] lr: 1.335e-01, eta: 6 days, 10:04:37, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.9177 2021-06-21 03:52:15,692 - mmaction - INFO - Epoch [49][1000/1879] lr: 1.335e-01, eta: 6 days, 10:03:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6109, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.8982 2021-06-21 03:53:00,452 - mmaction - INFO - Epoch [49][1020/1879] lr: 1.335e-01, eta: 6 days, 10:03:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6387, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.8895 2021-06-21 03:53:45,214 - mmaction - INFO - Epoch [49][1040/1879] lr: 1.335e-01, eta: 6 days, 10:02:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6227, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.2615 2021-06-21 03:54:30,007 - mmaction - INFO - Epoch [49][1060/1879] lr: 1.335e-01, eta: 6 days, 10:01:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6156, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.0316 2021-06-21 03:55:14,868 - mmaction - INFO - Epoch [49][1080/1879] lr: 1.335e-01, eta: 6 days, 10:00:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3445, top5_acc: 0.6078, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.9274 2021-06-21 03:55:59,662 - mmaction - INFO - Epoch [49][1100/1879] lr: 1.335e-01, eta: 6 days, 10:00:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6180, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.9257 2021-06-21 03:56:44,579 - mmaction - INFO - Epoch [49][1120/1879] lr: 1.335e-01, eta: 6 days, 9:59:21, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.8942 2021-06-21 03:57:29,369 - mmaction - INFO - Epoch [49][1140/1879] lr: 1.335e-01, eta: 6 days, 9:58:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6293, loss_cls: 2.8666, loss: 2.8666, grad_norm: 1.9152 2021-06-21 03:58:14,194 - mmaction - INFO - Epoch [49][1160/1879] lr: 1.335e-01, eta: 6 days, 9:57:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6262, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.8642 2021-06-21 03:58:58,860 - mmaction - INFO - Epoch [49][1180/1879] lr: 1.335e-01, eta: 6 days, 9:57:05, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6348, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.8753 2021-06-21 03:59:43,534 - mmaction - INFO - Epoch [49][1200/1879] lr: 1.335e-01, eta: 6 days, 9:56:20, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.8490 2021-06-21 04:00:28,419 - mmaction - INFO - Epoch [49][1220/1879] lr: 1.335e-01, eta: 6 days, 9:55:35, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6414, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.9366 2021-06-21 04:01:13,202 - mmaction - INFO - Epoch [49][1240/1879] lr: 1.335e-01, eta: 6 days, 9:54:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3379, top5_acc: 0.6113, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.9123 2021-06-21 04:01:57,972 - mmaction - INFO - Epoch [49][1260/1879] lr: 1.335e-01, eta: 6 days, 9:54:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6488, loss_cls: 2.7644, loss: 2.7644, grad_norm: 1.8744 2021-06-21 04:02:42,791 - mmaction - INFO - Epoch [49][1280/1879] lr: 1.335e-01, eta: 6 days, 9:53:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6238, loss_cls: 2.8855, loss: 2.8855, grad_norm: 1.8943 2021-06-21 04:03:27,538 - mmaction - INFO - Epoch [49][1300/1879] lr: 1.335e-01, eta: 6 days, 9:52:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.8791 2021-06-21 04:04:12,320 - mmaction - INFO - Epoch [49][1320/1879] lr: 1.335e-01, eta: 6 days, 9:51:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6273, loss_cls: 2.8010, loss: 2.8010, grad_norm: 1.8646 2021-06-21 04:04:57,164 - mmaction - INFO - Epoch [49][1340/1879] lr: 1.335e-01, eta: 6 days, 9:51:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6395, loss_cls: 2.7539, loss: 2.7539, grad_norm: 1.9307 2021-06-21 04:05:41,996 - mmaction - INFO - Epoch [49][1360/1879] lr: 1.335e-01, eta: 6 days, 9:50:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6234, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.9280 2021-06-21 04:06:26,799 - mmaction - INFO - Epoch [49][1380/1879] lr: 1.335e-01, eta: 6 days, 9:49:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6238, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.9274 2021-06-21 04:07:11,581 - mmaction - INFO - Epoch [49][1400/1879] lr: 1.335e-01, eta: 6 days, 9:48:48, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7831, loss: 2.7831, grad_norm: 1.8434 2021-06-21 04:07:56,467 - mmaction - INFO - Epoch [49][1420/1879] lr: 1.335e-01, eta: 6 days, 9:48:03, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6129, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.8415 2021-06-21 04:08:41,349 - mmaction - INFO - Epoch [49][1440/1879] lr: 1.335e-01, eta: 6 days, 9:47:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.8852 2021-06-21 04:09:26,184 - mmaction - INFO - Epoch [49][1460/1879] lr: 1.335e-01, eta: 6 days, 9:46:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6355, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.8966 2021-06-21 04:10:11,039 - mmaction - INFO - Epoch [49][1480/1879] lr: 1.335e-01, eta: 6 days, 9:45:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6238, loss_cls: 2.8357, loss: 2.8357, grad_norm: 1.8803 2021-06-21 04:10:55,703 - mmaction - INFO - Epoch [49][1500/1879] lr: 1.335e-01, eta: 6 days, 9:45:02, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6371, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.8711 2021-06-21 04:11:40,600 - mmaction - INFO - Epoch [49][1520/1879] lr: 1.335e-01, eta: 6 days, 9:44:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6176, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.8903 2021-06-21 04:12:25,507 - mmaction - INFO - Epoch [49][1540/1879] lr: 1.335e-01, eta: 6 days, 9:43:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6176, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.8859 2021-06-21 04:13:10,421 - mmaction - INFO - Epoch [49][1560/1879] lr: 1.335e-01, eta: 6 days, 9:42:48, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6414, loss_cls: 2.7921, loss: 2.7921, grad_norm: 1.8539 2021-06-21 04:13:55,198 - mmaction - INFO - Epoch [49][1580/1879] lr: 1.335e-01, eta: 6 days, 9:42:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6297, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.9046 2021-06-21 04:14:39,992 - mmaction - INFO - Epoch [49][1600/1879] lr: 1.335e-01, eta: 6 days, 9:41:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6176, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.8977 2021-06-21 04:15:24,761 - mmaction - INFO - Epoch [49][1620/1879] lr: 1.335e-01, eta: 6 days, 9:40:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6355, loss_cls: 2.7930, loss: 2.7930, grad_norm: 1.8819 2021-06-21 04:16:09,575 - mmaction - INFO - Epoch [49][1640/1879] lr: 1.335e-01, eta: 6 days, 9:39:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6148, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.8643 2021-06-21 04:16:54,446 - mmaction - INFO - Epoch [49][1660/1879] lr: 1.335e-01, eta: 6 days, 9:39:02, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6504, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.9419 2021-06-21 04:17:39,380 - mmaction - INFO - Epoch [49][1680/1879] lr: 1.335e-01, eta: 6 days, 9:38:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6199, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.9220 2021-06-21 04:18:24,173 - mmaction - INFO - Epoch [49][1700/1879] lr: 1.335e-01, eta: 6 days, 9:37:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6344, loss_cls: 2.7847, loss: 2.7847, grad_norm: 1.8972 2021-06-21 04:19:09,010 - mmaction - INFO - Epoch [49][1720/1879] lr: 1.335e-01, eta: 6 days, 9:36:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6387, loss_cls: 2.8318, loss: 2.8318, grad_norm: 1.9640 2021-06-21 04:19:53,833 - mmaction - INFO - Epoch [49][1740/1879] lr: 1.335e-01, eta: 6 days, 9:36:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.9616 2021-06-21 04:20:38,603 - mmaction - INFO - Epoch [49][1760/1879] lr: 1.335e-01, eta: 6 days, 9:35:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6180, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.9726 2021-06-21 04:21:23,244 - mmaction - INFO - Epoch [49][1780/1879] lr: 1.335e-01, eta: 6 days, 9:34:31, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.9504 2021-06-21 04:22:07,994 - mmaction - INFO - Epoch [49][1800/1879] lr: 1.335e-01, eta: 6 days, 9:33:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.8626 2021-06-21 04:22:52,627 - mmaction - INFO - Epoch [49][1820/1879] lr: 1.335e-01, eta: 6 days, 9:33:00, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6262, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.8949 2021-06-21 04:23:37,281 - mmaction - INFO - Epoch [49][1840/1879] lr: 1.335e-01, eta: 6 days, 9:32:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6277, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.9234 2021-06-21 04:24:22,036 - mmaction - INFO - Epoch [49][1860/1879] lr: 1.335e-01, eta: 6 days, 9:31:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6258, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.8914 2021-06-21 04:25:04,825 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-06-21 04:26:33,676 - mmaction - INFO - Epoch [50][20/1879] lr: 1.325e-01, eta: 6 days, 9:30:03, time: 4.406, data_time: 2.129, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6277, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.9382 2021-06-21 04:27:18,622 - mmaction - INFO - Epoch [50][40/1879] lr: 1.325e-01, eta: 6 days, 9:29:18, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6598, loss_cls: 2.7113, loss: 2.7113, grad_norm: 1.9258 2021-06-21 04:28:03,530 - mmaction - INFO - Epoch [50][60/1879] lr: 1.325e-01, eta: 6 days, 9:28:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6340, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.8977 2021-06-21 04:28:48,566 - mmaction - INFO - Epoch [50][80/1879] lr: 1.325e-01, eta: 6 days, 9:27:49, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6391, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.9326 2021-06-21 04:29:33,463 - mmaction - INFO - Epoch [50][100/1879] lr: 1.325e-01, eta: 6 days, 9:27:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6344, loss_cls: 2.8295, loss: 2.8295, grad_norm: 1.9156 2021-06-21 04:30:18,379 - mmaction - INFO - Epoch [50][120/1879] lr: 1.325e-01, eta: 6 days, 9:26:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6367, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.8706 2021-06-21 04:31:03,173 - mmaction - INFO - Epoch [50][140/1879] lr: 1.325e-01, eta: 6 days, 9:25:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6340, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.9509 2021-06-21 04:31:48,071 - mmaction - INFO - Epoch [50][160/1879] lr: 1.325e-01, eta: 6 days, 9:24:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6344, loss_cls: 2.7819, loss: 2.7819, grad_norm: 1.9309 2021-06-21 04:32:33,125 - mmaction - INFO - Epoch [50][180/1879] lr: 1.325e-01, eta: 6 days, 9:24:04, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6348, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.9239 2021-06-21 04:33:18,037 - mmaction - INFO - Epoch [50][200/1879] lr: 1.325e-01, eta: 6 days, 9:23:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.9146 2021-06-21 04:34:02,961 - mmaction - INFO - Epoch [50][220/1879] lr: 1.325e-01, eta: 6 days, 9:22:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6234, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.8842 2021-06-21 04:34:47,951 - mmaction - INFO - Epoch [50][240/1879] lr: 1.325e-01, eta: 6 days, 9:21:50, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6230, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.8757 2021-06-21 04:35:32,933 - mmaction - INFO - Epoch [50][260/1879] lr: 1.325e-01, eta: 6 days, 9:21:05, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.9677 2021-06-21 04:36:17,839 - mmaction - INFO - Epoch [50][280/1879] lr: 1.325e-01, eta: 6 days, 9:20:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6309, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.9005 2021-06-21 04:37:02,612 - mmaction - INFO - Epoch [50][300/1879] lr: 1.325e-01, eta: 6 days, 9:19:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6391, loss_cls: 2.7653, loss: 2.7653, grad_norm: 1.9233 2021-06-21 04:37:47,420 - mmaction - INFO - Epoch [50][320/1879] lr: 1.325e-01, eta: 6 days, 9:18:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6348, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.9615 2021-06-21 04:38:32,237 - mmaction - INFO - Epoch [50][340/1879] lr: 1.325e-01, eta: 6 days, 9:18:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6609, loss_cls: 2.6975, loss: 2.6975, grad_norm: 1.9310 2021-06-21 04:39:17,226 - mmaction - INFO - Epoch [50][360/1879] lr: 1.325e-01, eta: 6 days, 9:17:20, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6211, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.9361 2021-06-21 04:40:02,060 - mmaction - INFO - Epoch [50][380/1879] lr: 1.325e-01, eta: 6 days, 9:16:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6402, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.9034 2021-06-21 04:40:46,978 - mmaction - INFO - Epoch [50][400/1879] lr: 1.325e-01, eta: 6 days, 9:15:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6375, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.0032 2021-06-21 04:41:31,848 - mmaction - INFO - Epoch [50][420/1879] lr: 1.325e-01, eta: 6 days, 9:15:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6035, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.9246 2021-06-21 04:42:16,591 - mmaction - INFO - Epoch [50][440/1879] lr: 1.325e-01, eta: 6 days, 9:14:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6164, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.8768 2021-06-21 04:43:01,424 - mmaction - INFO - Epoch [50][460/1879] lr: 1.325e-01, eta: 6 days, 9:13:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.9011 2021-06-21 04:43:46,244 - mmaction - INFO - Epoch [50][480/1879] lr: 1.325e-01, eta: 6 days, 9:12:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6246, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.9220 2021-06-21 04:44:30,978 - mmaction - INFO - Epoch [50][500/1879] lr: 1.325e-01, eta: 6 days, 9:12:04, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.8801 2021-06-21 04:45:15,774 - mmaction - INFO - Epoch [50][520/1879] lr: 1.325e-01, eta: 6 days, 9:11:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6324, loss_cls: 2.8105, loss: 2.8105, grad_norm: 1.8566 2021-06-21 04:46:00,671 - mmaction - INFO - Epoch [50][540/1879] lr: 1.325e-01, eta: 6 days, 9:10:34, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6391, loss_cls: 2.7592, loss: 2.7592, grad_norm: 1.9188 2021-06-21 04:46:45,446 - mmaction - INFO - Epoch [50][560/1879] lr: 1.325e-01, eta: 6 days, 9:09:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6430, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.8428 2021-06-21 04:47:30,193 - mmaction - INFO - Epoch [50][580/1879] lr: 1.325e-01, eta: 6 days, 9:09:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6121, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9595 2021-06-21 04:48:15,057 - mmaction - INFO - Epoch [50][600/1879] lr: 1.325e-01, eta: 6 days, 9:08:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6297, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.9148 2021-06-21 04:48:59,891 - mmaction - INFO - Epoch [50][620/1879] lr: 1.325e-01, eta: 6 days, 9:07:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6215, loss_cls: 2.8671, loss: 2.8671, grad_norm: 1.8882 2021-06-21 04:49:44,648 - mmaction - INFO - Epoch [50][640/1879] lr: 1.325e-01, eta: 6 days, 9:06:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6457, loss_cls: 2.7539, loss: 2.7539, grad_norm: 1.8491 2021-06-21 04:50:29,395 - mmaction - INFO - Epoch [50][660/1879] lr: 1.325e-01, eta: 6 days, 9:06:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6324, loss_cls: 2.8292, loss: 2.8292, grad_norm: 1.9050 2021-06-21 04:51:14,296 - mmaction - INFO - Epoch [50][680/1879] lr: 1.325e-01, eta: 6 days, 9:05:18, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.9732 2021-06-21 04:51:59,060 - mmaction - INFO - Epoch [50][700/1879] lr: 1.325e-01, eta: 6 days, 9:04:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6145, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.8991 2021-06-21 04:52:43,792 - mmaction - INFO - Epoch [50][720/1879] lr: 1.325e-01, eta: 6 days, 9:03:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6387, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.9178 2021-06-21 04:53:28,484 - mmaction - INFO - Epoch [50][740/1879] lr: 1.325e-01, eta: 6 days, 9:03:02, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6344, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.9125 2021-06-21 04:54:13,361 - mmaction - INFO - Epoch [50][760/1879] lr: 1.325e-01, eta: 6 days, 9:02:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6359, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.9251 2021-06-21 04:54:58,006 - mmaction - INFO - Epoch [50][780/1879] lr: 1.325e-01, eta: 6 days, 9:01:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6359, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.9598 2021-06-21 04:55:42,801 - mmaction - INFO - Epoch [50][800/1879] lr: 1.325e-01, eta: 6 days, 9:00:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3410, top5_acc: 0.6031, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.9665 2021-06-21 04:56:27,604 - mmaction - INFO - Epoch [50][820/1879] lr: 1.325e-01, eta: 6 days, 9:00:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6371, loss_cls: 2.7818, loss: 2.7818, grad_norm: 1.9071 2021-06-21 04:57:12,442 - mmaction - INFO - Epoch [50][840/1879] lr: 1.325e-01, eta: 6 days, 8:59:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.9203 2021-06-21 04:57:57,180 - mmaction - INFO - Epoch [50][860/1879] lr: 1.325e-01, eta: 6 days, 8:58:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.9113 2021-06-21 04:58:41,988 - mmaction - INFO - Epoch [50][880/1879] lr: 1.325e-01, eta: 6 days, 8:57:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6297, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.9349 2021-06-21 04:59:26,766 - mmaction - INFO - Epoch [50][900/1879] lr: 1.325e-01, eta: 6 days, 8:57:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6336, loss_cls: 2.8158, loss: 2.8158, grad_norm: 1.9088 2021-06-21 05:00:11,551 - mmaction - INFO - Epoch [50][920/1879] lr: 1.325e-01, eta: 6 days, 8:56:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6262, loss_cls: 2.8211, loss: 2.8211, grad_norm: 1.9191 2021-06-21 05:00:56,262 - mmaction - INFO - Epoch [50][940/1879] lr: 1.325e-01, eta: 6 days, 8:55:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6379, loss_cls: 2.7841, loss: 2.7841, grad_norm: 1.9075 2021-06-21 05:01:41,098 - mmaction - INFO - Epoch [50][960/1879] lr: 1.325e-01, eta: 6 days, 8:54:44, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6465, loss_cls: 2.7567, loss: 2.7567, grad_norm: 1.8653 2021-06-21 05:02:25,996 - mmaction - INFO - Epoch [50][980/1879] lr: 1.325e-01, eta: 6 days, 8:54:00, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6355, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.9750 2021-06-21 05:03:10,782 - mmaction - INFO - Epoch [50][1000/1879] lr: 1.325e-01, eta: 6 days, 8:53:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6191, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9006 2021-06-21 05:03:55,595 - mmaction - INFO - Epoch [50][1020/1879] lr: 1.325e-01, eta: 6 days, 8:52:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6270, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.8689 2021-06-21 05:04:40,340 - mmaction - INFO - Epoch [50][1040/1879] lr: 1.325e-01, eta: 6 days, 8:51:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6285, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.9771 2021-06-21 05:05:25,061 - mmaction - INFO - Epoch [50][1060/1879] lr: 1.325e-01, eta: 6 days, 8:50:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6254, loss_cls: 2.8706, loss: 2.8706, grad_norm: 1.9799 2021-06-21 05:06:09,971 - mmaction - INFO - Epoch [50][1080/1879] lr: 1.325e-01, eta: 6 days, 8:50:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6496, loss_cls: 2.7512, loss: 2.7512, grad_norm: 1.8643 2021-06-21 05:06:54,674 - mmaction - INFO - Epoch [50][1100/1879] lr: 1.325e-01, eta: 6 days, 8:49:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6348, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.9588 2021-06-21 05:07:39,569 - mmaction - INFO - Epoch [50][1120/1879] lr: 1.325e-01, eta: 6 days, 8:48:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6402, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.9007 2021-06-21 05:08:24,374 - mmaction - INFO - Epoch [50][1140/1879] lr: 1.325e-01, eta: 6 days, 8:47:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6250, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.8850 2021-06-21 05:09:09,161 - mmaction - INFO - Epoch [50][1160/1879] lr: 1.325e-01, eta: 6 days, 8:47:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6184, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.8524 2021-06-21 05:09:53,776 - mmaction - INFO - Epoch [50][1180/1879] lr: 1.325e-01, eta: 6 days, 8:46:27, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6375, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.9723 2021-06-21 05:10:38,461 - mmaction - INFO - Epoch [50][1200/1879] lr: 1.325e-01, eta: 6 days, 8:45:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.9104 2021-06-21 05:11:23,191 - mmaction - INFO - Epoch [50][1220/1879] lr: 1.325e-01, eta: 6 days, 8:44:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6203, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.8986 2021-06-21 05:12:07,988 - mmaction - INFO - Epoch [50][1240/1879] lr: 1.325e-01, eta: 6 days, 8:44:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.9289 2021-06-21 05:12:52,752 - mmaction - INFO - Epoch [50][1260/1879] lr: 1.325e-01, eta: 6 days, 8:43:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.9076 2021-06-21 05:13:37,617 - mmaction - INFO - Epoch [50][1280/1879] lr: 1.325e-01, eta: 6 days, 8:42:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.9069 2021-06-21 05:14:22,334 - mmaction - INFO - Epoch [50][1300/1879] lr: 1.325e-01, eta: 6 days, 8:41:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6277, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.9188 2021-06-21 05:15:07,041 - mmaction - INFO - Epoch [50][1320/1879] lr: 1.325e-01, eta: 6 days, 8:41:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6383, loss_cls: 2.8107, loss: 2.8107, grad_norm: 1.9187 2021-06-21 05:15:51,871 - mmaction - INFO - Epoch [50][1340/1879] lr: 1.325e-01, eta: 6 days, 8:40:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6215, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.8783 2021-06-21 05:16:36,853 - mmaction - INFO - Epoch [50][1360/1879] lr: 1.325e-01, eta: 6 days, 8:39:40, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6273, loss_cls: 2.8009, loss: 2.8009, grad_norm: 1.9355 2021-06-21 05:17:21,778 - mmaction - INFO - Epoch [50][1380/1879] lr: 1.325e-01, eta: 6 days, 8:38:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3523, top5_acc: 0.6121, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.9031 2021-06-21 05:18:06,694 - mmaction - INFO - Epoch [50][1400/1879] lr: 1.325e-01, eta: 6 days, 8:38:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6332, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.9193 2021-06-21 05:18:51,472 - mmaction - INFO - Epoch [50][1420/1879] lr: 1.325e-01, eta: 6 days, 8:37:25, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6391, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.9003 2021-06-21 05:19:36,395 - mmaction - INFO - Epoch [50][1440/1879] lr: 1.325e-01, eta: 6 days, 8:36:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6285, loss_cls: 2.8469, loss: 2.8469, grad_norm: 1.9078 2021-06-21 05:20:21,172 - mmaction - INFO - Epoch [50][1460/1879] lr: 1.325e-01, eta: 6 days, 8:35:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6246, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.9112 2021-06-21 05:21:05,830 - mmaction - INFO - Epoch [50][1480/1879] lr: 1.325e-01, eta: 6 days, 8:35:10, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.9538 2021-06-21 05:21:50,541 - mmaction - INFO - Epoch [50][1500/1879] lr: 1.325e-01, eta: 6 days, 8:34:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6090, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.9334 2021-06-21 05:22:35,132 - mmaction - INFO - Epoch [50][1520/1879] lr: 1.325e-01, eta: 6 days, 8:33:39, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6355, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.9163 2021-06-21 05:23:19,901 - mmaction - INFO - Epoch [50][1540/1879] lr: 1.325e-01, eta: 6 days, 8:32:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.9530 2021-06-21 05:24:04,739 - mmaction - INFO - Epoch [50][1560/1879] lr: 1.325e-01, eta: 6 days, 8:32:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6223, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.9149 2021-06-21 05:24:49,574 - mmaction - INFO - Epoch [50][1580/1879] lr: 1.325e-01, eta: 6 days, 8:31:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6344, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.8416 2021-06-21 05:25:34,510 - mmaction - INFO - Epoch [50][1600/1879] lr: 1.325e-01, eta: 6 days, 8:30:38, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6426, loss_cls: 2.8053, loss: 2.8053, grad_norm: 1.9016 2021-06-21 05:26:19,265 - mmaction - INFO - Epoch [50][1620/1879] lr: 1.325e-01, eta: 6 days, 8:29:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6438, loss_cls: 2.7660, loss: 2.7660, grad_norm: 1.9650 2021-06-21 05:27:04,085 - mmaction - INFO - Epoch [50][1640/1879] lr: 1.325e-01, eta: 6 days, 8:29:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6270, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.9381 2021-06-21 05:27:48,853 - mmaction - INFO - Epoch [50][1660/1879] lr: 1.325e-01, eta: 6 days, 8:28:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3512, top5_acc: 0.6133, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.9267 2021-06-21 05:28:33,731 - mmaction - INFO - Epoch [50][1680/1879] lr: 1.325e-01, eta: 6 days, 8:27:38, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6262, loss_cls: 2.8537, loss: 2.8537, grad_norm: 1.8789 2021-06-21 05:29:18,490 - mmaction - INFO - Epoch [50][1700/1879] lr: 1.325e-01, eta: 6 days, 8:26:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6262, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.9255 2021-06-21 05:30:03,278 - mmaction - INFO - Epoch [50][1720/1879] lr: 1.325e-01, eta: 6 days, 8:26:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.8942 2021-06-21 05:30:48,050 - mmaction - INFO - Epoch [50][1740/1879] lr: 1.325e-01, eta: 6 days, 8:25:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6535, loss_cls: 2.7244, loss: 2.7244, grad_norm: 1.8979 2021-06-21 05:31:32,811 - mmaction - INFO - Epoch [50][1760/1879] lr: 1.325e-01, eta: 6 days, 8:24:37, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8648, loss: 2.8648, grad_norm: 1.9241 2021-06-21 05:32:17,564 - mmaction - INFO - Epoch [50][1780/1879] lr: 1.325e-01, eta: 6 days, 8:23:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6371, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.9223 2021-06-21 05:33:02,376 - mmaction - INFO - Epoch [50][1800/1879] lr: 1.325e-01, eta: 6 days, 8:23:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6332, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.9354 2021-06-21 05:33:47,296 - mmaction - INFO - Epoch [50][1820/1879] lr: 1.325e-01, eta: 6 days, 8:22:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6309, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.9482 2021-06-21 05:34:31,981 - mmaction - INFO - Epoch [50][1840/1879] lr: 1.325e-01, eta: 6 days, 8:21:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3492, top5_acc: 0.6129, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.8803 2021-06-21 05:35:16,822 - mmaction - INFO - Epoch [50][1860/1879] lr: 1.325e-01, eta: 6 days, 8:20:51, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6270, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.8886 2021-06-21 05:35:59,727 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-06-21 05:37:28,680 - mmaction - INFO - Epoch [51][20/1879] lr: 1.314e-01, eta: 6 days, 8:19:26, time: 4.430, data_time: 2.111, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6383, loss_cls: 2.7335, loss: 2.7335, grad_norm: 1.8630 2021-06-21 05:38:13,705 - mmaction - INFO - Epoch [51][40/1879] lr: 1.314e-01, eta: 6 days, 8:18:42, time: 2.251, data_time: 0.004, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6324, loss_cls: 2.7744, loss: 2.7744, grad_norm: 1.9434 2021-06-21 05:38:58,600 - mmaction - INFO - Epoch [51][60/1879] lr: 1.314e-01, eta: 6 days, 8:17:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6371, loss_cls: 2.7603, loss: 2.7603, grad_norm: 1.8864 2021-06-21 05:39:43,539 - mmaction - INFO - Epoch [51][80/1879] lr: 1.314e-01, eta: 6 days, 8:17:12, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.9405 2021-06-21 05:40:28,391 - mmaction - INFO - Epoch [51][100/1879] lr: 1.314e-01, eta: 6 days, 8:16:27, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6414, loss_cls: 2.7077, loss: 2.7077, grad_norm: 1.9770 2021-06-21 05:41:13,333 - mmaction - INFO - Epoch [51][120/1879] lr: 1.314e-01, eta: 6 days, 8:15:42, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.7797, loss: 2.7797, grad_norm: 1.9603 2021-06-21 05:41:58,236 - mmaction - INFO - Epoch [51][140/1879] lr: 1.314e-01, eta: 6 days, 8:14:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6230, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.9218 2021-06-21 05:42:43,102 - mmaction - INFO - Epoch [51][160/1879] lr: 1.314e-01, eta: 6 days, 8:14:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6230, loss_cls: 2.8579, loss: 2.8579, grad_norm: 1.9458 2021-06-21 05:43:27,835 - mmaction - INFO - Epoch [51][180/1879] lr: 1.314e-01, eta: 6 days, 8:13:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6266, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.9031 2021-06-21 05:44:12,664 - mmaction - INFO - Epoch [51][200/1879] lr: 1.314e-01, eta: 6 days, 8:12:42, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.9880 2021-06-21 05:44:57,436 - mmaction - INFO - Epoch [51][220/1879] lr: 1.314e-01, eta: 6 days, 8:11:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6273, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.8589 2021-06-21 05:45:42,308 - mmaction - INFO - Epoch [51][240/1879] lr: 1.314e-01, eta: 6 days, 8:11:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6305, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.8888 2021-06-21 05:46:26,999 - mmaction - INFO - Epoch [51][260/1879] lr: 1.314e-01, eta: 6 days, 8:10:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6348, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.9260 2021-06-21 05:47:11,926 - mmaction - INFO - Epoch [51][280/1879] lr: 1.314e-01, eta: 6 days, 8:09:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6387, loss_cls: 2.7836, loss: 2.7836, grad_norm: 1.8978 2021-06-21 05:47:56,644 - mmaction - INFO - Epoch [51][300/1879] lr: 1.314e-01, eta: 6 days, 8:08:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6098, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.9062 2021-06-21 05:48:41,362 - mmaction - INFO - Epoch [51][320/1879] lr: 1.314e-01, eta: 6 days, 8:08:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6246, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.8815 2021-06-21 05:49:26,046 - mmaction - INFO - Epoch [51][340/1879] lr: 1.314e-01, eta: 6 days, 8:07:25, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6199, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.8434 2021-06-21 05:50:10,675 - mmaction - INFO - Epoch [51][360/1879] lr: 1.314e-01, eta: 6 days, 8:06:39, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6469, loss_cls: 2.7275, loss: 2.7275, grad_norm: 1.8708 2021-06-21 05:50:55,230 - mmaction - INFO - Epoch [51][380/1879] lr: 1.314e-01, eta: 6 days, 8:05:54, time: 2.228, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6301, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.9409 2021-06-21 05:51:40,169 - mmaction - INFO - Epoch [51][400/1879] lr: 1.314e-01, eta: 6 days, 8:05:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6262, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.9384 2021-06-21 05:52:24,896 - mmaction - INFO - Epoch [51][420/1879] lr: 1.314e-01, eta: 6 days, 8:04:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6371, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.9463 2021-06-21 05:53:09,685 - mmaction - INFO - Epoch [51][440/1879] lr: 1.314e-01, eta: 6 days, 8:03:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6426, loss_cls: 2.7548, loss: 2.7548, grad_norm: 1.8907 2021-06-21 05:53:54,505 - mmaction - INFO - Epoch [51][460/1879] lr: 1.314e-01, eta: 6 days, 8:02:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6367, loss_cls: 2.7847, loss: 2.7847, grad_norm: 1.9309 2021-06-21 05:54:39,185 - mmaction - INFO - Epoch [51][480/1879] lr: 1.314e-01, eta: 6 days, 8:02:08, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6379, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.9303 2021-06-21 05:55:23,935 - mmaction - INFO - Epoch [51][500/1879] lr: 1.314e-01, eta: 6 days, 8:01:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6211, loss_cls: 2.8612, loss: 2.8612, grad_norm: 1.9603 2021-06-21 05:56:08,664 - mmaction - INFO - Epoch [51][520/1879] lr: 1.314e-01, eta: 6 days, 8:00:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6309, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.9974 2021-06-21 05:56:53,458 - mmaction - INFO - Epoch [51][540/1879] lr: 1.314e-01, eta: 6 days, 7:59:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6449, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.9090 2021-06-21 05:57:38,110 - mmaction - INFO - Epoch [51][560/1879] lr: 1.314e-01, eta: 6 days, 7:59:06, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6188, loss_cls: 2.8302, loss: 2.8302, grad_norm: 1.9804 2021-06-21 05:58:22,941 - mmaction - INFO - Epoch [51][580/1879] lr: 1.314e-01, eta: 6 days, 7:58:21, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6219, loss_cls: 2.8474, loss: 2.8474, grad_norm: 1.9260 2021-06-21 05:59:07,783 - mmaction - INFO - Epoch [51][600/1879] lr: 1.314e-01, eta: 6 days, 7:57:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6328, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.8870 2021-06-21 05:59:52,629 - mmaction - INFO - Epoch [51][620/1879] lr: 1.314e-01, eta: 6 days, 7:56:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6215, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.9169 2021-06-21 06:00:37,529 - mmaction - INFO - Epoch [51][640/1879] lr: 1.314e-01, eta: 6 days, 7:56:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6348, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.9218 2021-06-21 06:01:22,374 - mmaction - INFO - Epoch [51][660/1879] lr: 1.314e-01, eta: 6 days, 7:55:21, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6418, loss_cls: 2.7325, loss: 2.7325, grad_norm: 1.9122 2021-06-21 06:02:07,474 - mmaction - INFO - Epoch [51][680/1879] lr: 1.314e-01, eta: 6 days, 7:54:37, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6219, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.9655 2021-06-21 06:02:52,254 - mmaction - INFO - Epoch [51][700/1879] lr: 1.314e-01, eta: 6 days, 7:53:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.8697 2021-06-21 06:03:36,973 - mmaction - INFO - Epoch [51][720/1879] lr: 1.314e-01, eta: 6 days, 7:53:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6332, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.9427 2021-06-21 06:04:21,829 - mmaction - INFO - Epoch [51][740/1879] lr: 1.314e-01, eta: 6 days, 7:52:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6375, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.9628 2021-06-21 06:05:06,588 - mmaction - INFO - Epoch [51][760/1879] lr: 1.314e-01, eta: 6 days, 7:51:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6215, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9160 2021-06-21 06:05:51,326 - mmaction - INFO - Epoch [51][780/1879] lr: 1.314e-01, eta: 6 days, 7:50:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6352, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.9394 2021-06-21 06:06:36,180 - mmaction - INFO - Epoch [51][800/1879] lr: 1.314e-01, eta: 6 days, 7:50:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6453, loss_cls: 2.7983, loss: 2.7983, grad_norm: 1.9242 2021-06-21 06:07:20,819 - mmaction - INFO - Epoch [51][820/1879] lr: 1.314e-01, eta: 6 days, 7:49:20, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7610, loss: 2.7610, grad_norm: 1.9054 2021-06-21 06:08:05,530 - mmaction - INFO - Epoch [51][840/1879] lr: 1.314e-01, eta: 6 days, 7:48:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6152, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.8895 2021-06-21 06:08:50,266 - mmaction - INFO - Epoch [51][860/1879] lr: 1.314e-01, eta: 6 days, 7:47:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.9282 2021-06-21 06:09:34,948 - mmaction - INFO - Epoch [51][880/1879] lr: 1.314e-01, eta: 6 days, 7:47:04, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6215, loss_cls: 2.8053, loss: 2.8053, grad_norm: 1.9533 2021-06-21 06:10:19,847 - mmaction - INFO - Epoch [51][900/1879] lr: 1.314e-01, eta: 6 days, 7:46:19, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6211, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.9177 2021-06-21 06:11:04,534 - mmaction - INFO - Epoch [51][920/1879] lr: 1.314e-01, eta: 6 days, 7:45:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6492, loss_cls: 2.7816, loss: 2.7816, grad_norm: 1.9149 2021-06-21 06:11:49,215 - mmaction - INFO - Epoch [51][940/1879] lr: 1.314e-01, eta: 6 days, 7:44:48, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.8834 2021-06-21 06:12:33,978 - mmaction - INFO - Epoch [51][960/1879] lr: 1.314e-01, eta: 6 days, 7:44:03, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6297, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.9313 2021-06-21 06:13:18,647 - mmaction - INFO - Epoch [51][980/1879] lr: 1.314e-01, eta: 6 days, 7:43:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6445, loss_cls: 2.7843, loss: 2.7843, grad_norm: 1.8990 2021-06-21 06:14:03,492 - mmaction - INFO - Epoch [51][1000/1879] lr: 1.314e-01, eta: 6 days, 7:42:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6316, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.9173 2021-06-21 06:14:48,280 - mmaction - INFO - Epoch [51][1020/1879] lr: 1.314e-01, eta: 6 days, 7:41:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6250, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.8742 2021-06-21 06:15:33,023 - mmaction - INFO - Epoch [51][1040/1879] lr: 1.314e-01, eta: 6 days, 7:41:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6383, loss_cls: 2.7976, loss: 2.7976, grad_norm: 1.9416 2021-06-21 06:16:17,736 - mmaction - INFO - Epoch [51][1060/1879] lr: 1.314e-01, eta: 6 days, 7:40:16, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6277, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.8982 2021-06-21 06:17:02,532 - mmaction - INFO - Epoch [51][1080/1879] lr: 1.314e-01, eta: 6 days, 7:39:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6289, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.9185 2021-06-21 06:17:47,422 - mmaction - INFO - Epoch [51][1100/1879] lr: 1.314e-01, eta: 6 days, 7:38:46, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6332, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.8977 2021-06-21 06:18:32,186 - mmaction - INFO - Epoch [51][1120/1879] lr: 1.314e-01, eta: 6 days, 7:38:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6266, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.9069 2021-06-21 06:19:16,931 - mmaction - INFO - Epoch [51][1140/1879] lr: 1.314e-01, eta: 6 days, 7:37:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6289, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.9165 2021-06-21 06:20:01,643 - mmaction - INFO - Epoch [51][1160/1879] lr: 1.314e-01, eta: 6 days, 7:36:30, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6156, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.9612 2021-06-21 06:20:46,326 - mmaction - INFO - Epoch [51][1180/1879] lr: 1.314e-01, eta: 6 days, 7:35:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6219, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.9141 2021-06-21 06:21:31,150 - mmaction - INFO - Epoch [51][1200/1879] lr: 1.314e-01, eta: 6 days, 7:35:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6254, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.9187 2021-06-21 06:22:15,880 - mmaction - INFO - Epoch [51][1220/1879] lr: 1.314e-01, eta: 6 days, 7:34:14, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.8438 2021-06-21 06:23:00,606 - mmaction - INFO - Epoch [51][1240/1879] lr: 1.314e-01, eta: 6 days, 7:33:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6191, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.8826 2021-06-21 06:23:45,447 - mmaction - INFO - Epoch [51][1260/1879] lr: 1.314e-01, eta: 6 days, 7:32:44, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.8919 2021-06-21 06:24:30,279 - mmaction - INFO - Epoch [51][1280/1879] lr: 1.314e-01, eta: 6 days, 7:31:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3496, top5_acc: 0.6180, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.9151 2021-06-21 06:25:15,046 - mmaction - INFO - Epoch [51][1300/1879] lr: 1.314e-01, eta: 6 days, 7:31:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6270, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.9125 2021-06-21 06:25:59,906 - mmaction - INFO - Epoch [51][1320/1879] lr: 1.314e-01, eta: 6 days, 7:30:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3488, top5_acc: 0.6258, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9441 2021-06-21 06:26:44,621 - mmaction - INFO - Epoch [51][1340/1879] lr: 1.314e-01, eta: 6 days, 7:29:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6449, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.9128 2021-06-21 06:27:29,473 - mmaction - INFO - Epoch [51][1360/1879] lr: 1.314e-01, eta: 6 days, 7:28:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.8061, loss: 2.8061, grad_norm: 1.9209 2021-06-21 06:28:14,325 - mmaction - INFO - Epoch [51][1380/1879] lr: 1.314e-01, eta: 6 days, 7:28:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7541, loss: 2.7541, grad_norm: 1.9459 2021-06-21 06:28:59,096 - mmaction - INFO - Epoch [51][1400/1879] lr: 1.314e-01, eta: 6 days, 7:27:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6168, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.9618 2021-06-21 06:29:43,874 - mmaction - INFO - Epoch [51][1420/1879] lr: 1.314e-01, eta: 6 days, 7:26:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.9059 2021-06-21 06:30:28,575 - mmaction - INFO - Epoch [51][1440/1879] lr: 1.314e-01, eta: 6 days, 7:25:57, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6375, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.9899 2021-06-21 06:31:13,440 - mmaction - INFO - Epoch [51][1460/1879] lr: 1.314e-01, eta: 6 days, 7:25:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6242, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9151 2021-06-21 06:31:58,193 - mmaction - INFO - Epoch [51][1480/1879] lr: 1.314e-01, eta: 6 days, 7:24:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6297, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.9154 2021-06-21 06:32:43,153 - mmaction - INFO - Epoch [51][1500/1879] lr: 1.314e-01, eta: 6 days, 7:23:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6352, loss_cls: 2.7819, loss: 2.7819, grad_norm: 1.9371 2021-06-21 06:33:28,067 - mmaction - INFO - Epoch [51][1520/1879] lr: 1.314e-01, eta: 6 days, 7:22:57, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.9512 2021-06-21 06:34:12,810 - mmaction - INFO - Epoch [51][1540/1879] lr: 1.314e-01, eta: 6 days, 7:22:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6332, loss_cls: 2.8187, loss: 2.8187, grad_norm: 1.8987 2021-06-21 06:34:57,545 - mmaction - INFO - Epoch [51][1560/1879] lr: 1.314e-01, eta: 6 days, 7:21:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.9420 2021-06-21 06:35:42,411 - mmaction - INFO - Epoch [51][1580/1879] lr: 1.314e-01, eta: 6 days, 7:20:42, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8212, loss: 2.8212, grad_norm: 1.9095 2021-06-21 06:36:27,326 - mmaction - INFO - Epoch [51][1600/1879] lr: 1.314e-01, eta: 6 days, 7:19:57, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6242, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.9629 2021-06-21 06:37:12,000 - mmaction - INFO - Epoch [51][1620/1879] lr: 1.314e-01, eta: 6 days, 7:19:12, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6406, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.9484 2021-06-21 06:37:56,719 - mmaction - INFO - Epoch [51][1640/1879] lr: 1.314e-01, eta: 6 days, 7:18:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.9102 2021-06-21 06:38:41,366 - mmaction - INFO - Epoch [51][1660/1879] lr: 1.314e-01, eta: 6 days, 7:17:41, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.9589 2021-06-21 06:39:26,030 - mmaction - INFO - Epoch [51][1680/1879] lr: 1.314e-01, eta: 6 days, 7:16:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.8587, loss: 2.8587, grad_norm: 1.9141 2021-06-21 06:40:10,827 - mmaction - INFO - Epoch [51][1700/1879] lr: 1.314e-01, eta: 6 days, 7:16:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6336, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.9322 2021-06-21 06:40:55,446 - mmaction - INFO - Epoch [51][1720/1879] lr: 1.314e-01, eta: 6 days, 7:15:24, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6219, loss_cls: 2.8254, loss: 2.8254, grad_norm: 1.9291 2021-06-21 06:41:40,218 - mmaction - INFO - Epoch [51][1740/1879] lr: 1.314e-01, eta: 6 days, 7:14:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6254, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.8701 2021-06-21 06:42:24,821 - mmaction - INFO - Epoch [51][1760/1879] lr: 1.314e-01, eta: 6 days, 7:13:53, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6172, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.9439 2021-06-21 06:43:09,740 - mmaction - INFO - Epoch [51][1780/1879] lr: 1.314e-01, eta: 6 days, 7:13:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6258, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.9249 2021-06-21 06:43:54,463 - mmaction - INFO - Epoch [51][1800/1879] lr: 1.314e-01, eta: 6 days, 7:12:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6230, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.9435 2021-06-21 06:44:39,294 - mmaction - INFO - Epoch [51][1820/1879] lr: 1.314e-01, eta: 6 days, 7:11:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6285, loss_cls: 2.8130, loss: 2.8130, grad_norm: 1.9287 2021-06-21 06:45:24,013 - mmaction - INFO - Epoch [51][1840/1879] lr: 1.314e-01, eta: 6 days, 7:10:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6211, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.9224 2021-06-21 06:46:08,793 - mmaction - INFO - Epoch [51][1860/1879] lr: 1.314e-01, eta: 6 days, 7:10:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6453, loss_cls: 2.7921, loss: 2.7921, grad_norm: 1.9341 2021-06-21 06:47:07,094 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-06-21 06:49:30,951 - mmaction - INFO - Epoch [52][20/1879] lr: 1.303e-01, eta: 6 days, 7:11:01, time: 7.159, data_time: 4.789, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6441, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.9587 2021-06-21 06:50:15,773 - mmaction - INFO - Epoch [52][40/1879] lr: 1.303e-01, eta: 6 days, 7:10:16, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6340, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.9491 2021-06-21 06:51:00,798 - mmaction - INFO - Epoch [52][60/1879] lr: 1.303e-01, eta: 6 days, 7:09:31, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6512, loss_cls: 2.7160, loss: 2.7160, grad_norm: 1.9926 2021-06-21 06:51:45,686 - mmaction - INFO - Epoch [52][80/1879] lr: 1.303e-01, eta: 6 days, 7:08:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6199, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.9155 2021-06-21 06:52:30,611 - mmaction - INFO - Epoch [52][100/1879] lr: 1.303e-01, eta: 6 days, 7:08:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6176, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.9150 2021-06-21 06:53:15,604 - mmaction - INFO - Epoch [52][120/1879] lr: 1.303e-01, eta: 6 days, 7:07:16, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6184, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.9298 2021-06-21 06:54:00,566 - mmaction - INFO - Epoch [52][140/1879] lr: 1.303e-01, eta: 6 days, 7:06:32, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6258, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.9378 2021-06-21 06:54:45,536 - mmaction - INFO - Epoch [52][160/1879] lr: 1.303e-01, eta: 6 days, 7:05:47, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6184, loss_cls: 2.8406, loss: 2.8406, grad_norm: 2.0360 2021-06-21 06:55:30,402 - mmaction - INFO - Epoch [52][180/1879] lr: 1.303e-01, eta: 6 days, 7:05:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8092, loss: 2.8092, grad_norm: 1.9691 2021-06-21 06:56:15,332 - mmaction - INFO - Epoch [52][200/1879] lr: 1.303e-01, eta: 6 days, 7:04:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.9625 2021-06-21 06:57:00,175 - mmaction - INFO - Epoch [52][220/1879] lr: 1.303e-01, eta: 6 days, 7:03:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6277, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.8793 2021-06-21 06:57:45,016 - mmaction - INFO - Epoch [52][240/1879] lr: 1.303e-01, eta: 6 days, 7:02:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6469, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.9660 2021-06-21 06:58:29,943 - mmaction - INFO - Epoch [52][260/1879] lr: 1.303e-01, eta: 6 days, 7:02:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6246, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.9153 2021-06-21 06:59:14,737 - mmaction - INFO - Epoch [52][280/1879] lr: 1.303e-01, eta: 6 days, 7:01:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6309, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.9781 2021-06-21 06:59:59,723 - mmaction - INFO - Epoch [52][300/1879] lr: 1.303e-01, eta: 6 days, 7:00:32, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6281, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.9352 2021-06-21 07:00:44,488 - mmaction - INFO - Epoch [52][320/1879] lr: 1.303e-01, eta: 6 days, 6:59:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6332, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.9322 2021-06-21 07:01:29,291 - mmaction - INFO - Epoch [52][340/1879] lr: 1.303e-01, eta: 6 days, 6:59:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6188, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.9172 2021-06-21 07:02:14,017 - mmaction - INFO - Epoch [52][360/1879] lr: 1.303e-01, eta: 6 days, 6:58:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6312, loss_cls: 2.8010, loss: 2.8010, grad_norm: 1.8873 2021-06-21 07:02:58,712 - mmaction - INFO - Epoch [52][380/1879] lr: 1.303e-01, eta: 6 days, 6:57:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.9066 2021-06-21 07:03:43,453 - mmaction - INFO - Epoch [52][400/1879] lr: 1.303e-01, eta: 6 days, 6:56:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6246, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.9506 2021-06-21 07:04:28,240 - mmaction - INFO - Epoch [52][420/1879] lr: 1.303e-01, eta: 6 days, 6:56:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6539, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.9061 2021-06-21 07:05:13,071 - mmaction - INFO - Epoch [52][440/1879] lr: 1.303e-01, eta: 6 days, 6:55:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6301, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.9238 2021-06-21 07:05:57,890 - mmaction - INFO - Epoch [52][460/1879] lr: 1.303e-01, eta: 6 days, 6:54:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6332, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.9284 2021-06-21 07:06:42,694 - mmaction - INFO - Epoch [52][480/1879] lr: 1.303e-01, eta: 6 days, 6:53:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6219, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.0113 2021-06-21 07:07:27,528 - mmaction - INFO - Epoch [52][500/1879] lr: 1.303e-01, eta: 6 days, 6:53:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6312, loss_cls: 2.8337, loss: 2.8337, grad_norm: 1.9627 2021-06-21 07:08:12,468 - mmaction - INFO - Epoch [52][520/1879] lr: 1.303e-01, eta: 6 days, 6:52:15, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6207, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.9195 2021-06-21 07:08:57,430 - mmaction - INFO - Epoch [52][540/1879] lr: 1.303e-01, eta: 6 days, 6:51:30, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6316, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.9165 2021-06-21 07:09:42,244 - mmaction - INFO - Epoch [52][560/1879] lr: 1.303e-01, eta: 6 days, 6:50:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6309, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.9399 2021-06-21 07:10:27,101 - mmaction - INFO - Epoch [52][580/1879] lr: 1.303e-01, eta: 6 days, 6:50:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6316, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.9297 2021-06-21 07:11:11,889 - mmaction - INFO - Epoch [52][600/1879] lr: 1.303e-01, eta: 6 days, 6:49:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6262, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.9641 2021-06-21 07:11:56,629 - mmaction - INFO - Epoch [52][620/1879] lr: 1.303e-01, eta: 6 days, 6:48:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6477, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.9593 2021-06-21 07:12:41,448 - mmaction - INFO - Epoch [52][640/1879] lr: 1.303e-01, eta: 6 days, 6:47:44, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6355, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.9455 2021-06-21 07:13:26,374 - mmaction - INFO - Epoch [52][660/1879] lr: 1.303e-01, eta: 6 days, 6:46:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6273, loss_cls: 2.7815, loss: 2.7815, grad_norm: 1.9322 2021-06-21 07:14:11,285 - mmaction - INFO - Epoch [52][680/1879] lr: 1.303e-01, eta: 6 days, 6:46:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6254, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.9391 2021-06-21 07:14:56,055 - mmaction - INFO - Epoch [52][700/1879] lr: 1.303e-01, eta: 6 days, 6:45:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6250, loss_cls: 2.8013, loss: 2.8013, grad_norm: 1.9467 2021-06-21 07:15:40,665 - mmaction - INFO - Epoch [52][720/1879] lr: 1.303e-01, eta: 6 days, 6:44:43, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6410, loss_cls: 2.7552, loss: 2.7552, grad_norm: 1.9113 2021-06-21 07:16:25,444 - mmaction - INFO - Epoch [52][740/1879] lr: 1.303e-01, eta: 6 days, 6:43:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.9004 2021-06-21 07:17:10,281 - mmaction - INFO - Epoch [52][760/1879] lr: 1.303e-01, eta: 6 days, 6:43:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6355, loss_cls: 2.7664, loss: 2.7664, grad_norm: 1.9190 2021-06-21 07:17:55,113 - mmaction - INFO - Epoch [52][780/1879] lr: 1.303e-01, eta: 6 days, 6:42:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6207, loss_cls: 2.8647, loss: 2.8647, grad_norm: 1.9612 2021-06-21 07:18:39,948 - mmaction - INFO - Epoch [52][800/1879] lr: 1.303e-01, eta: 6 days, 6:41:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6184, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.9763 2021-06-21 07:19:24,687 - mmaction - INFO - Epoch [52][820/1879] lr: 1.303e-01, eta: 6 days, 6:40:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6344, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.9233 2021-06-21 07:20:09,395 - mmaction - INFO - Epoch [52][840/1879] lr: 1.303e-01, eta: 6 days, 6:40:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6344, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.9209 2021-06-21 07:20:54,385 - mmaction - INFO - Epoch [52][860/1879] lr: 1.303e-01, eta: 6 days, 6:39:27, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6441, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.9491 2021-06-21 07:21:39,177 - mmaction - INFO - Epoch [52][880/1879] lr: 1.303e-01, eta: 6 days, 6:38:42, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7531, loss: 2.7531, grad_norm: 1.8759 2021-06-21 07:22:24,131 - mmaction - INFO - Epoch [52][900/1879] lr: 1.303e-01, eta: 6 days, 6:37:57, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.9200 2021-06-21 07:23:08,955 - mmaction - INFO - Epoch [52][920/1879] lr: 1.303e-01, eta: 6 days, 6:37:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6355, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.9141 2021-06-21 07:23:53,712 - mmaction - INFO - Epoch [52][940/1879] lr: 1.303e-01, eta: 6 days, 6:36:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6059, loss_cls: 2.9492, loss: 2.9492, grad_norm: 1.9472 2021-06-21 07:24:38,515 - mmaction - INFO - Epoch [52][960/1879] lr: 1.303e-01, eta: 6 days, 6:35:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6250, loss_cls: 2.8292, loss: 2.8292, grad_norm: 1.8542 2021-06-21 07:25:23,318 - mmaction - INFO - Epoch [52][980/1879] lr: 1.303e-01, eta: 6 days, 6:34:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6285, loss_cls: 2.7461, loss: 2.7461, grad_norm: 1.8841 2021-06-21 07:26:08,192 - mmaction - INFO - Epoch [52][1000/1879] lr: 1.303e-01, eta: 6 days, 6:34:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6340, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.9412 2021-06-21 07:26:52,942 - mmaction - INFO - Epoch [52][1020/1879] lr: 1.303e-01, eta: 6 days, 6:33:26, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6215, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.9593 2021-06-21 07:27:37,819 - mmaction - INFO - Epoch [52][1040/1879] lr: 1.303e-01, eta: 6 days, 6:32:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.9372 2021-06-21 07:28:22,558 - mmaction - INFO - Epoch [52][1060/1879] lr: 1.303e-01, eta: 6 days, 6:31:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6176, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9525 2021-06-21 07:29:07,357 - mmaction - INFO - Epoch [52][1080/1879] lr: 1.303e-01, eta: 6 days, 6:31:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.7426, loss: 2.7426, grad_norm: 1.9111 2021-06-21 07:29:52,159 - mmaction - INFO - Epoch [52][1100/1879] lr: 1.303e-01, eta: 6 days, 6:30:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7531, loss: 2.7531, grad_norm: 1.9088 2021-06-21 07:30:36,870 - mmaction - INFO - Epoch [52][1120/1879] lr: 1.303e-01, eta: 6 days, 6:29:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6277, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.9080 2021-06-21 07:31:21,532 - mmaction - INFO - Epoch [52][1140/1879] lr: 1.303e-01, eta: 6 days, 6:28:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6332, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.9770 2021-06-21 07:32:06,277 - mmaction - INFO - Epoch [52][1160/1879] lr: 1.303e-01, eta: 6 days, 6:28:09, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6215, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.9525 2021-06-21 07:32:51,040 - mmaction - INFO - Epoch [52][1180/1879] lr: 1.303e-01, eta: 6 days, 6:27:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6277, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.9495 2021-06-21 07:33:35,884 - mmaction - INFO - Epoch [52][1200/1879] lr: 1.303e-01, eta: 6 days, 6:26:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6395, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.9769 2021-06-21 07:34:20,741 - mmaction - INFO - Epoch [52][1220/1879] lr: 1.303e-01, eta: 6 days, 6:25:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.8959 2021-06-21 07:35:05,452 - mmaction - INFO - Epoch [52][1240/1879] lr: 1.303e-01, eta: 6 days, 6:25:09, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6402, loss_cls: 2.8060, loss: 2.8060, grad_norm: 1.9124 2021-06-21 07:35:50,208 - mmaction - INFO - Epoch [52][1260/1879] lr: 1.303e-01, eta: 6 days, 6:24:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6316, loss_cls: 2.7663, loss: 2.7663, grad_norm: 1.8935 2021-06-21 07:36:34,901 - mmaction - INFO - Epoch [52][1280/1879] lr: 1.303e-01, eta: 6 days, 6:23:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6270, loss_cls: 2.8469, loss: 2.8469, grad_norm: 1.9274 2021-06-21 07:37:19,644 - mmaction - INFO - Epoch [52][1300/1879] lr: 1.303e-01, eta: 6 days, 6:22:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.9533 2021-06-21 07:38:04,331 - mmaction - INFO - Epoch [52][1320/1879] lr: 1.303e-01, eta: 6 days, 6:22:07, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6328, loss_cls: 2.8297, loss: 2.8297, grad_norm: 1.9451 2021-06-21 07:38:49,095 - mmaction - INFO - Epoch [52][1340/1879] lr: 1.303e-01, eta: 6 days, 6:21:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6363, loss_cls: 2.8081, loss: 2.8081, grad_norm: 1.9684 2021-06-21 07:39:33,820 - mmaction - INFO - Epoch [52][1360/1879] lr: 1.303e-01, eta: 6 days, 6:20:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6293, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.9447 2021-06-21 07:40:18,723 - mmaction - INFO - Epoch [52][1380/1879] lr: 1.303e-01, eta: 6 days, 6:19:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6273, loss_cls: 2.7947, loss: 2.7947, grad_norm: 1.8921 2021-06-21 07:41:03,506 - mmaction - INFO - Epoch [52][1400/1879] lr: 1.303e-01, eta: 6 days, 6:19:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6293, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.0364 2021-06-21 07:41:48,348 - mmaction - INFO - Epoch [52][1420/1879] lr: 1.303e-01, eta: 6 days, 6:18:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6441, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.1178 2021-06-21 07:42:33,146 - mmaction - INFO - Epoch [52][1440/1879] lr: 1.303e-01, eta: 6 days, 6:17:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.0608 2021-06-21 07:43:17,932 - mmaction - INFO - Epoch [52][1460/1879] lr: 1.303e-01, eta: 6 days, 6:16:51, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6258, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.9876 2021-06-21 07:44:02,678 - mmaction - INFO - Epoch [52][1480/1879] lr: 1.303e-01, eta: 6 days, 6:16:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6312, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.9940 2021-06-21 07:44:47,441 - mmaction - INFO - Epoch [52][1500/1879] lr: 1.303e-01, eta: 6 days, 6:15:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6043, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.9961 2021-06-21 07:45:32,146 - mmaction - INFO - Epoch [52][1520/1879] lr: 1.303e-01, eta: 6 days, 6:14:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6230, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.9811 2021-06-21 07:46:16,879 - mmaction - INFO - Epoch [52][1540/1879] lr: 1.303e-01, eta: 6 days, 6:13:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6434, loss_cls: 2.7727, loss: 2.7727, grad_norm: 1.9535 2021-06-21 07:47:01,657 - mmaction - INFO - Epoch [52][1560/1879] lr: 1.303e-01, eta: 6 days, 6:13:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8438, loss: 2.8438, grad_norm: 1.9265 2021-06-21 07:47:46,517 - mmaction - INFO - Epoch [52][1580/1879] lr: 1.303e-01, eta: 6 days, 6:12:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6277, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.0016 2021-06-21 07:48:31,275 - mmaction - INFO - Epoch [52][1600/1879] lr: 1.303e-01, eta: 6 days, 6:11:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6270, loss_cls: 2.8150, loss: 2.8150, grad_norm: 1.9807 2021-06-21 07:49:16,006 - mmaction - INFO - Epoch [52][1620/1879] lr: 1.303e-01, eta: 6 days, 6:10:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6117, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.9993 2021-06-21 07:50:00,646 - mmaction - INFO - Epoch [52][1640/1879] lr: 1.303e-01, eta: 6 days, 6:10:03, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6395, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.0442 2021-06-21 07:50:45,377 - mmaction - INFO - Epoch [52][1660/1879] lr: 1.303e-01, eta: 6 days, 6:09:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6207, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.0128 2021-06-21 07:51:30,062 - mmaction - INFO - Epoch [52][1680/1879] lr: 1.303e-01, eta: 6 days, 6:08:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.8959 2021-06-21 07:52:14,907 - mmaction - INFO - Epoch [52][1700/1879] lr: 1.303e-01, eta: 6 days, 6:07:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6453, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.9507 2021-06-21 07:52:59,792 - mmaction - INFO - Epoch [52][1720/1879] lr: 1.303e-01, eta: 6 days, 6:07:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6246, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.9377 2021-06-21 07:53:44,463 - mmaction - INFO - Epoch [52][1740/1879] lr: 1.303e-01, eta: 6 days, 6:06:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6312, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.9417 2021-06-21 07:54:29,209 - mmaction - INFO - Epoch [52][1760/1879] lr: 1.303e-01, eta: 6 days, 6:05:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0049 2021-06-21 07:55:13,975 - mmaction - INFO - Epoch [52][1780/1879] lr: 1.303e-01, eta: 6 days, 6:04:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6273, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0108 2021-06-21 07:55:58,829 - mmaction - INFO - Epoch [52][1800/1879] lr: 1.303e-01, eta: 6 days, 6:04:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6258, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.9750 2021-06-21 07:56:43,495 - mmaction - INFO - Epoch [52][1820/1879] lr: 1.303e-01, eta: 6 days, 6:03:15, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6059, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9841 2021-06-21 07:57:28,297 - mmaction - INFO - Epoch [52][1840/1879] lr: 1.303e-01, eta: 6 days, 6:02:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.9518 2021-06-21 07:58:13,045 - mmaction - INFO - Epoch [52][1860/1879] lr: 1.303e-01, eta: 6 days, 6:01:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6277, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.0139 2021-06-21 07:58:56,022 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-06-21 08:00:24,631 - mmaction - INFO - Epoch [53][20/1879] lr: 1.293e-01, eta: 6 days, 6:00:19, time: 4.420, data_time: 2.120, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.0579 2021-06-21 08:01:09,448 - mmaction - INFO - Epoch [53][40/1879] lr: 1.293e-01, eta: 6 days, 5:59:34, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6262, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.9481 2021-06-21 08:01:54,260 - mmaction - INFO - Epoch [53][60/1879] lr: 1.293e-01, eta: 6 days, 5:58:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6309, loss_cls: 2.7733, loss: 2.7733, grad_norm: 1.9967 2021-06-21 08:02:39,083 - mmaction - INFO - Epoch [53][80/1879] lr: 1.293e-01, eta: 6 days, 5:58:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6180, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.0213 2021-06-21 08:03:24,025 - mmaction - INFO - Epoch [53][100/1879] lr: 1.293e-01, eta: 6 days, 5:57:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6371, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.8856 2021-06-21 08:04:08,840 - mmaction - INFO - Epoch [53][120/1879] lr: 1.293e-01, eta: 6 days, 5:56:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6254, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.9459 2021-06-21 08:04:53,616 - mmaction - INFO - Epoch [53][140/1879] lr: 1.293e-01, eta: 6 days, 5:55:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6371, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.9229 2021-06-21 08:05:38,600 - mmaction - INFO - Epoch [53][160/1879] lr: 1.293e-01, eta: 6 days, 5:55:04, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6402, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.9874 2021-06-21 08:06:23,505 - mmaction - INFO - Epoch [53][180/1879] lr: 1.293e-01, eta: 6 days, 5:54:19, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6379, loss_cls: 2.8205, loss: 2.8205, grad_norm: 1.9431 2021-06-21 08:07:08,362 - mmaction - INFO - Epoch [53][200/1879] lr: 1.293e-01, eta: 6 days, 5:53:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6312, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.0032 2021-06-21 08:07:53,310 - mmaction - INFO - Epoch [53][220/1879] lr: 1.293e-01, eta: 6 days, 5:52:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3484, top5_acc: 0.6027, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.9861 2021-06-21 08:08:38,229 - mmaction - INFO - Epoch [53][240/1879] lr: 1.293e-01, eta: 6 days, 5:52:04, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6363, loss_cls: 2.7929, loss: 2.7929, grad_norm: 1.9656 2021-06-21 08:09:23,244 - mmaction - INFO - Epoch [53][260/1879] lr: 1.293e-01, eta: 6 days, 5:51:20, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6414, loss_cls: 2.7682, loss: 2.7682, grad_norm: 1.9385 2021-06-21 08:10:08,088 - mmaction - INFO - Epoch [53][280/1879] lr: 1.293e-01, eta: 6 days, 5:50:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6410, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.9787 2021-06-21 08:10:52,971 - mmaction - INFO - Epoch [53][300/1879] lr: 1.293e-01, eta: 6 days, 5:49:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6477, loss_cls: 2.7721, loss: 2.7721, grad_norm: 1.9267 2021-06-21 08:11:37,886 - mmaction - INFO - Epoch [53][320/1879] lr: 1.293e-01, eta: 6 days, 5:49:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6547, loss_cls: 2.7101, loss: 2.7101, grad_norm: 1.9738 2021-06-21 08:12:22,747 - mmaction - INFO - Epoch [53][340/1879] lr: 1.293e-01, eta: 6 days, 5:48:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6312, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.1112 2021-06-21 08:13:07,432 - mmaction - INFO - Epoch [53][360/1879] lr: 1.293e-01, eta: 6 days, 5:47:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3527, top5_acc: 0.6203, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.0478 2021-06-21 08:13:52,232 - mmaction - INFO - Epoch [53][380/1879] lr: 1.293e-01, eta: 6 days, 5:46:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6355, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.0124 2021-06-21 08:14:36,963 - mmaction - INFO - Epoch [53][400/1879] lr: 1.293e-01, eta: 6 days, 5:46:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.9321 2021-06-21 08:15:21,737 - mmaction - INFO - Epoch [53][420/1879] lr: 1.293e-01, eta: 6 days, 5:45:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6266, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.0046 2021-06-21 08:16:06,500 - mmaction - INFO - Epoch [53][440/1879] lr: 1.293e-01, eta: 6 days, 5:44:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6195, loss_cls: 2.8827, loss: 2.8827, grad_norm: 1.9306 2021-06-21 08:16:51,205 - mmaction - INFO - Epoch [53][460/1879] lr: 1.293e-01, eta: 6 days, 5:43:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6324, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.9316 2021-06-21 08:17:36,040 - mmaction - INFO - Epoch [53][480/1879] lr: 1.293e-01, eta: 6 days, 5:43:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6379, loss_cls: 2.8072, loss: 2.8072, grad_norm: 1.8859 2021-06-21 08:18:20,806 - mmaction - INFO - Epoch [53][500/1879] lr: 1.293e-01, eta: 6 days, 5:42:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6348, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.9783 2021-06-21 08:19:05,437 - mmaction - INFO - Epoch [53][520/1879] lr: 1.293e-01, eta: 6 days, 5:41:32, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6441, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0359 2021-06-21 08:19:50,152 - mmaction - INFO - Epoch [53][540/1879] lr: 1.293e-01, eta: 6 days, 5:40:46, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6336, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.0073 2021-06-21 08:20:34,803 - mmaction - INFO - Epoch [53][560/1879] lr: 1.293e-01, eta: 6 days, 5:40:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6414, loss_cls: 2.7616, loss: 2.7616, grad_norm: 1.9616 2021-06-21 08:21:19,660 - mmaction - INFO - Epoch [53][580/1879] lr: 1.293e-01, eta: 6 days, 5:39:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6207, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.9597 2021-06-21 08:22:04,333 - mmaction - INFO - Epoch [53][600/1879] lr: 1.293e-01, eta: 6 days, 5:38:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6422, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.9349 2021-06-21 08:22:48,937 - mmaction - INFO - Epoch [53][620/1879] lr: 1.293e-01, eta: 6 days, 5:37:45, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6223, loss_cls: 2.8011, loss: 2.8011, grad_norm: 1.9907 2021-06-21 08:23:33,570 - mmaction - INFO - Epoch [53][640/1879] lr: 1.293e-01, eta: 6 days, 5:36:59, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6324, loss_cls: 2.8623, loss: 2.8623, grad_norm: 1.9955 2021-06-21 08:24:18,298 - mmaction - INFO - Epoch [53][660/1879] lr: 1.293e-01, eta: 6 days, 5:36:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6293, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.0437 2021-06-21 08:25:02,922 - mmaction - INFO - Epoch [53][680/1879] lr: 1.293e-01, eta: 6 days, 5:35:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3465, top5_acc: 0.6016, loss_cls: 2.9127, loss: 2.9127, grad_norm: 2.1828 2021-06-21 08:25:47,439 - mmaction - INFO - Epoch [53][700/1879] lr: 1.293e-01, eta: 6 days, 5:34:42, time: 2.226, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6324, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.9951 2021-06-21 08:26:32,128 - mmaction - INFO - Epoch [53][720/1879] lr: 1.293e-01, eta: 6 days, 5:33:57, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6320, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0159 2021-06-21 08:27:16,835 - mmaction - INFO - Epoch [53][740/1879] lr: 1.293e-01, eta: 6 days, 5:33:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6301, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.0156 2021-06-21 08:28:01,493 - mmaction - INFO - Epoch [53][760/1879] lr: 1.293e-01, eta: 6 days, 5:32:26, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9907 2021-06-21 08:28:46,172 - mmaction - INFO - Epoch [53][780/1879] lr: 1.293e-01, eta: 6 days, 5:31:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6398, loss_cls: 2.7412, loss: 2.7412, grad_norm: 1.9988 2021-06-21 08:29:30,926 - mmaction - INFO - Epoch [53][800/1879] lr: 1.293e-01, eta: 6 days, 5:30:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6215, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0089 2021-06-21 08:30:15,587 - mmaction - INFO - Epoch [53][820/1879] lr: 1.293e-01, eta: 6 days, 5:30:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6238, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.9606 2021-06-21 08:31:00,331 - mmaction - INFO - Epoch [53][840/1879] lr: 1.293e-01, eta: 6 days, 5:29:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6281, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.0086 2021-06-21 08:31:44,996 - mmaction - INFO - Epoch [53][860/1879] lr: 1.293e-01, eta: 6 days, 5:28:39, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6312, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.0149 2021-06-21 08:32:29,765 - mmaction - INFO - Epoch [53][880/1879] lr: 1.293e-01, eta: 6 days, 5:27:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6293, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.9766 2021-06-21 08:33:14,601 - mmaction - INFO - Epoch [53][900/1879] lr: 1.293e-01, eta: 6 days, 5:27:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8302, loss: 2.8302, grad_norm: 1.9593 2021-06-21 08:33:59,282 - mmaction - INFO - Epoch [53][920/1879] lr: 1.293e-01, eta: 6 days, 5:26:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6320, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.9668 2021-06-21 08:34:44,079 - mmaction - INFO - Epoch [53][940/1879] lr: 1.293e-01, eta: 6 days, 5:25:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.8885 2021-06-21 08:35:28,681 - mmaction - INFO - Epoch [53][960/1879] lr: 1.293e-01, eta: 6 days, 5:24:52, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6227, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0077 2021-06-21 08:36:13,406 - mmaction - INFO - Epoch [53][980/1879] lr: 1.293e-01, eta: 6 days, 5:24:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.0804 2021-06-21 08:36:58,150 - mmaction - INFO - Epoch [53][1000/1879] lr: 1.293e-01, eta: 6 days, 5:23:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.9952 2021-06-21 08:37:42,691 - mmaction - INFO - Epoch [53][1020/1879] lr: 1.293e-01, eta: 6 days, 5:22:36, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6375, loss_cls: 2.8174, loss: 2.8174, grad_norm: 1.9722 2021-06-21 08:38:27,363 - mmaction - INFO - Epoch [53][1040/1879] lr: 1.293e-01, eta: 6 days, 5:21:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6074, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.9339 2021-06-21 08:39:12,060 - mmaction - INFO - Epoch [53][1060/1879] lr: 1.293e-01, eta: 6 days, 5:21:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6195, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.9488 2021-06-21 08:39:56,737 - mmaction - INFO - Epoch [53][1080/1879] lr: 1.293e-01, eta: 6 days, 5:20:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6246, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.9915 2021-06-21 08:40:41,401 - mmaction - INFO - Epoch [53][1100/1879] lr: 1.293e-01, eta: 6 days, 5:19:34, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6297, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.0349 2021-06-21 08:41:26,176 - mmaction - INFO - Epoch [53][1120/1879] lr: 1.293e-01, eta: 6 days, 5:18:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6148, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.8750 2021-06-21 08:42:10,871 - mmaction - INFO - Epoch [53][1140/1879] lr: 1.293e-01, eta: 6 days, 5:18:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.9025 2021-06-21 08:42:55,508 - mmaction - INFO - Epoch [53][1160/1879] lr: 1.293e-01, eta: 6 days, 5:17:18, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6184, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9672 2021-06-21 08:43:40,194 - mmaction - INFO - Epoch [53][1180/1879] lr: 1.293e-01, eta: 6 days, 5:16:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6238, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.9429 2021-06-21 08:44:24,845 - mmaction - INFO - Epoch [53][1200/1879] lr: 1.293e-01, eta: 6 days, 5:15:47, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6121, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9444 2021-06-21 08:45:09,591 - mmaction - INFO - Epoch [53][1220/1879] lr: 1.293e-01, eta: 6 days, 5:15:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6125, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.9527 2021-06-21 08:45:54,426 - mmaction - INFO - Epoch [53][1240/1879] lr: 1.293e-01, eta: 6 days, 5:14:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6230, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.1155 2021-06-21 08:46:39,338 - mmaction - INFO - Epoch [53][1260/1879] lr: 1.293e-01, eta: 6 days, 5:13:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6043, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.9291 2021-06-21 08:47:24,083 - mmaction - INFO - Epoch [53][1280/1879] lr: 1.293e-01, eta: 6 days, 5:12:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6207, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.9472 2021-06-21 08:48:08,815 - mmaction - INFO - Epoch [53][1300/1879] lr: 1.293e-01, eta: 6 days, 5:12:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6418, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.9863 2021-06-21 08:48:53,512 - mmaction - INFO - Epoch [53][1320/1879] lr: 1.293e-01, eta: 6 days, 5:11:15, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6270, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.9907 2021-06-21 08:49:38,342 - mmaction - INFO - Epoch [53][1340/1879] lr: 1.293e-01, eta: 6 days, 5:10:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6340, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.9332 2021-06-21 08:50:23,070 - mmaction - INFO - Epoch [53][1360/1879] lr: 1.293e-01, eta: 6 days, 5:09:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3480, top5_acc: 0.6176, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.9453 2021-06-21 08:51:07,726 - mmaction - INFO - Epoch [53][1380/1879] lr: 1.293e-01, eta: 6 days, 5:09:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6188, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.9387 2021-06-21 08:51:52,455 - mmaction - INFO - Epoch [53][1400/1879] lr: 1.293e-01, eta: 6 days, 5:08:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3461, top5_acc: 0.6090, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.0547 2021-06-21 08:52:37,213 - mmaction - INFO - Epoch [53][1420/1879] lr: 1.293e-01, eta: 6 days, 5:07:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6285, loss_cls: 2.8179, loss: 2.8179, grad_norm: 1.9716 2021-06-21 08:53:21,839 - mmaction - INFO - Epoch [53][1440/1879] lr: 1.293e-01, eta: 6 days, 5:06:43, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6250, loss_cls: 2.8335, loss: 2.8335, grad_norm: 1.9870 2021-06-21 08:54:06,575 - mmaction - INFO - Epoch [53][1460/1879] lr: 1.293e-01, eta: 6 days, 5:05:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6359, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.9937 2021-06-21 08:54:51,149 - mmaction - INFO - Epoch [53][1480/1879] lr: 1.293e-01, eta: 6 days, 5:05:12, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6262, loss_cls: 2.8280, loss: 2.8280, grad_norm: 1.9350 2021-06-21 08:55:35,945 - mmaction - INFO - Epoch [53][1500/1879] lr: 1.293e-01, eta: 6 days, 5:04:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6293, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.9423 2021-06-21 08:56:20,730 - mmaction - INFO - Epoch [53][1520/1879] lr: 1.293e-01, eta: 6 days, 5:03:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3570, top5_acc: 0.6184, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.0224 2021-06-21 08:57:05,426 - mmaction - INFO - Epoch [53][1540/1879] lr: 1.293e-01, eta: 6 days, 5:02:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6180, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.9743 2021-06-21 08:57:50,015 - mmaction - INFO - Epoch [53][1560/1879] lr: 1.293e-01, eta: 6 days, 5:02:11, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6285, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.9107 2021-06-21 08:58:34,648 - mmaction - INFO - Epoch [53][1580/1879] lr: 1.293e-01, eta: 6 days, 5:01:25, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6184, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.9680 2021-06-21 08:59:19,341 - mmaction - INFO - Epoch [53][1600/1879] lr: 1.293e-01, eta: 6 days, 5:00:40, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6195, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.8844 2021-06-21 09:00:04,072 - mmaction - INFO - Epoch [53][1620/1879] lr: 1.293e-01, eta: 6 days, 4:59:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6270, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.0004 2021-06-21 09:00:48,812 - mmaction - INFO - Epoch [53][1640/1879] lr: 1.293e-01, eta: 6 days, 4:59:09, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6246, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.9454 2021-06-21 09:01:33,625 - mmaction - INFO - Epoch [53][1660/1879] lr: 1.293e-01, eta: 6 days, 4:58:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6348, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.9771 2021-06-21 09:02:18,465 - mmaction - INFO - Epoch [53][1680/1879] lr: 1.293e-01, eta: 6 days, 4:57:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6172, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.9880 2021-06-21 09:03:03,252 - mmaction - INFO - Epoch [53][1700/1879] lr: 1.293e-01, eta: 6 days, 4:56:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6086, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.9753 2021-06-21 09:03:47,805 - mmaction - INFO - Epoch [53][1720/1879] lr: 1.293e-01, eta: 6 days, 4:56:08, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6262, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.9344 2021-06-21 09:04:32,458 - mmaction - INFO - Epoch [53][1740/1879] lr: 1.293e-01, eta: 6 days, 4:55:23, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6242, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.9680 2021-06-21 09:05:17,208 - mmaction - INFO - Epoch [53][1760/1879] lr: 1.293e-01, eta: 6 days, 4:54:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6270, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.9472 2021-06-21 09:06:01,941 - mmaction - INFO - Epoch [53][1780/1879] lr: 1.293e-01, eta: 6 days, 4:53:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6273, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9819 2021-06-21 09:06:46,562 - mmaction - INFO - Epoch [53][1800/1879] lr: 1.293e-01, eta: 6 days, 4:53:06, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6367, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.9779 2021-06-21 09:07:31,281 - mmaction - INFO - Epoch [53][1820/1879] lr: 1.293e-01, eta: 6 days, 4:52:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6398, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.0337 2021-06-21 09:08:15,930 - mmaction - INFO - Epoch [53][1840/1879] lr: 1.293e-01, eta: 6 days, 4:51:35, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6117, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.9295 2021-06-21 09:09:00,619 - mmaction - INFO - Epoch [53][1860/1879] lr: 1.293e-01, eta: 6 days, 4:50:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6324, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9307 2021-06-21 09:09:43,628 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-06-21 09:11:22,441 - mmaction - INFO - Epoch [54][20/1879] lr: 1.281e-01, eta: 6 days, 4:49:46, time: 4.874, data_time: 2.084, memory: 7544, top1_acc: 0.3574, top5_acc: 0.5977, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.9597 2021-06-21 09:12:07,392 - mmaction - INFO - Epoch [54][40/1879] lr: 1.281e-01, eta: 6 days, 4:49:01, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.9918 2021-06-21 09:12:52,180 - mmaction - INFO - Epoch [54][60/1879] lr: 1.281e-01, eta: 6 days, 4:48:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.9241 2021-06-21 09:13:37,143 - mmaction - INFO - Epoch [54][80/1879] lr: 1.281e-01, eta: 6 days, 4:47:31, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6297, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.9809 2021-06-21 09:14:21,985 - mmaction - INFO - Epoch [54][100/1879] lr: 1.281e-01, eta: 6 days, 4:46:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.9622 2021-06-21 09:15:06,908 - mmaction - INFO - Epoch [54][120/1879] lr: 1.281e-01, eta: 6 days, 4:46:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.0031 2021-06-21 09:15:51,607 - mmaction - INFO - Epoch [54][140/1879] lr: 1.281e-01, eta: 6 days, 4:45:16, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.9766 2021-06-21 09:16:36,382 - mmaction - INFO - Epoch [54][160/1879] lr: 1.281e-01, eta: 6 days, 4:44:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6203, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.9905 2021-06-21 09:17:21,212 - mmaction - INFO - Epoch [54][180/1879] lr: 1.281e-01, eta: 6 days, 4:43:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7938, loss: 2.7938, grad_norm: 1.9961 2021-06-21 09:18:05,900 - mmaction - INFO - Epoch [54][200/1879] lr: 1.281e-01, eta: 6 days, 4:43:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.0114 2021-06-21 09:18:50,683 - mmaction - INFO - Epoch [54][220/1879] lr: 1.281e-01, eta: 6 days, 4:42:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6102, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.9075 2021-06-21 09:19:35,389 - mmaction - INFO - Epoch [54][240/1879] lr: 1.281e-01, eta: 6 days, 4:41:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.9510 2021-06-21 09:20:20,268 - mmaction - INFO - Epoch [54][260/1879] lr: 1.281e-01, eta: 6 days, 4:40:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6434, loss_cls: 2.7666, loss: 2.7666, grad_norm: 1.9792 2021-06-21 09:21:05,030 - mmaction - INFO - Epoch [54][280/1879] lr: 1.281e-01, eta: 6 days, 4:39:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6309, loss_cls: 2.7556, loss: 2.7556, grad_norm: 1.9458 2021-06-21 09:21:49,840 - mmaction - INFO - Epoch [54][300/1879] lr: 1.281e-01, eta: 6 days, 4:39:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6301, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.9332 2021-06-21 09:22:34,699 - mmaction - INFO - Epoch [54][320/1879] lr: 1.281e-01, eta: 6 days, 4:38:29, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6199, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.9869 2021-06-21 09:23:19,487 - mmaction - INFO - Epoch [54][340/1879] lr: 1.281e-01, eta: 6 days, 4:37:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6059, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.9535 2021-06-21 09:24:04,339 - mmaction - INFO - Epoch [54][360/1879] lr: 1.281e-01, eta: 6 days, 4:36:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6301, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.9551 2021-06-21 09:24:49,011 - mmaction - INFO - Epoch [54][380/1879] lr: 1.281e-01, eta: 6 days, 4:36:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6219, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.9362 2021-06-21 09:25:33,775 - mmaction - INFO - Epoch [54][400/1879] lr: 1.281e-01, eta: 6 days, 4:35:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6387, loss_cls: 2.7717, loss: 2.7717, grad_norm: 1.9681 2021-06-21 09:26:18,682 - mmaction - INFO - Epoch [54][420/1879] lr: 1.281e-01, eta: 6 days, 4:34:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6555, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.0328 2021-06-21 09:27:03,488 - mmaction - INFO - Epoch [54][440/1879] lr: 1.281e-01, eta: 6 days, 4:33:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6391, loss_cls: 2.7930, loss: 2.7930, grad_norm: 1.9197 2021-06-21 09:27:48,143 - mmaction - INFO - Epoch [54][460/1879] lr: 1.281e-01, eta: 6 days, 4:33:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6293, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.9895 2021-06-21 09:28:32,896 - mmaction - INFO - Epoch [54][480/1879] lr: 1.281e-01, eta: 6 days, 4:32:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6348, loss_cls: 2.7941, loss: 2.7941, grad_norm: 1.9183 2021-06-21 09:29:17,629 - mmaction - INFO - Epoch [54][500/1879] lr: 1.281e-01, eta: 6 days, 4:31:42, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7528, loss: 2.7528, grad_norm: 1.9238 2021-06-21 09:30:02,346 - mmaction - INFO - Epoch [54][520/1879] lr: 1.281e-01, eta: 6 days, 4:30:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.9982 2021-06-21 09:30:47,218 - mmaction - INFO - Epoch [54][540/1879] lr: 1.281e-01, eta: 6 days, 4:30:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6230, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.0010 2021-06-21 09:31:31,827 - mmaction - INFO - Epoch [54][560/1879] lr: 1.281e-01, eta: 6 days, 4:29:26, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.9424 2021-06-21 09:32:16,702 - mmaction - INFO - Epoch [54][580/1879] lr: 1.281e-01, eta: 6 days, 4:28:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.0709 2021-06-21 09:33:01,335 - mmaction - INFO - Epoch [54][600/1879] lr: 1.281e-01, eta: 6 days, 4:27:56, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6328, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.9479 2021-06-21 09:33:46,124 - mmaction - INFO - Epoch [54][620/1879] lr: 1.281e-01, eta: 6 days, 4:27:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6270, loss_cls: 2.8295, loss: 2.8295, grad_norm: 1.9819 2021-06-21 09:34:30,932 - mmaction - INFO - Epoch [54][640/1879] lr: 1.281e-01, eta: 6 days, 4:26:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6273, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.0101 2021-06-21 09:35:15,757 - mmaction - INFO - Epoch [54][660/1879] lr: 1.281e-01, eta: 6 days, 4:25:40, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6320, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.9636 2021-06-21 09:36:00,534 - mmaction - INFO - Epoch [54][680/1879] lr: 1.281e-01, eta: 6 days, 4:24:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6273, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.9464 2021-06-21 09:36:45,273 - mmaction - INFO - Epoch [54][700/1879] lr: 1.281e-01, eta: 6 days, 4:24:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.0050 2021-06-21 09:37:30,091 - mmaction - INFO - Epoch [54][720/1879] lr: 1.281e-01, eta: 6 days, 4:23:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6230, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.9485 2021-06-21 09:38:14,924 - mmaction - INFO - Epoch [54][740/1879] lr: 1.281e-01, eta: 6 days, 4:22:39, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6379, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.9452 2021-06-21 09:38:59,617 - mmaction - INFO - Epoch [54][760/1879] lr: 1.281e-01, eta: 6 days, 4:21:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.9982 2021-06-21 09:39:44,457 - mmaction - INFO - Epoch [54][780/1879] lr: 1.281e-01, eta: 6 days, 4:21:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6348, loss_cls: 2.7434, loss: 2.7434, grad_norm: 1.9137 2021-06-21 09:40:29,081 - mmaction - INFO - Epoch [54][800/1879] lr: 1.281e-01, eta: 6 days, 4:20:23, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6383, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.9518 2021-06-21 09:41:13,798 - mmaction - INFO - Epoch [54][820/1879] lr: 1.281e-01, eta: 6 days, 4:19:38, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6086, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.9655 2021-06-21 09:41:58,554 - mmaction - INFO - Epoch [54][840/1879] lr: 1.281e-01, eta: 6 days, 4:18:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.0099 2021-06-21 09:42:43,262 - mmaction - INFO - Epoch [54][860/1879] lr: 1.281e-01, eta: 6 days, 4:18:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6324, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.9052 2021-06-21 09:43:28,095 - mmaction - INFO - Epoch [54][880/1879] lr: 1.281e-01, eta: 6 days, 4:17:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6297, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.9647 2021-06-21 09:44:12,809 - mmaction - INFO - Epoch [54][900/1879] lr: 1.281e-01, eta: 6 days, 4:16:37, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6293, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.9282 2021-06-21 09:44:57,544 - mmaction - INFO - Epoch [54][920/1879] lr: 1.281e-01, eta: 6 days, 4:15:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6207, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.9613 2021-06-21 09:45:42,375 - mmaction - INFO - Epoch [54][940/1879] lr: 1.281e-01, eta: 6 days, 4:15:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.0733 2021-06-21 09:46:27,033 - mmaction - INFO - Epoch [54][960/1879] lr: 1.281e-01, eta: 6 days, 4:14:21, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.9929 2021-06-21 09:47:11,816 - mmaction - INFO - Epoch [54][980/1879] lr: 1.281e-01, eta: 6 days, 4:13:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6324, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.9397 2021-06-21 09:47:56,420 - mmaction - INFO - Epoch [54][1000/1879] lr: 1.281e-01, eta: 6 days, 4:12:50, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.8702 2021-06-21 09:48:41,044 - mmaction - INFO - Epoch [54][1020/1879] lr: 1.281e-01, eta: 6 days, 4:12:05, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.9357 2021-06-21 09:49:25,830 - mmaction - INFO - Epoch [54][1040/1879] lr: 1.281e-01, eta: 6 days, 4:11:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6121, loss_cls: 2.8937, loss: 2.8937, grad_norm: 2.0067 2021-06-21 09:50:10,509 - mmaction - INFO - Epoch [54][1060/1879] lr: 1.281e-01, eta: 6 days, 4:10:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6305, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.9702 2021-06-21 09:50:55,171 - mmaction - INFO - Epoch [54][1080/1879] lr: 1.281e-01, eta: 6 days, 4:09:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.9768 2021-06-21 09:51:39,777 - mmaction - INFO - Epoch [54][1100/1879] lr: 1.281e-01, eta: 6 days, 4:09:03, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3434, top5_acc: 0.6074, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.9839 2021-06-21 09:52:24,431 - mmaction - INFO - Epoch [54][1120/1879] lr: 1.281e-01, eta: 6 days, 4:08:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6355, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.9612 2021-06-21 09:53:09,120 - mmaction - INFO - Epoch [54][1140/1879] lr: 1.281e-01, eta: 6 days, 4:07:32, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6246, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.9929 2021-06-21 09:53:53,887 - mmaction - INFO - Epoch [54][1160/1879] lr: 1.281e-01, eta: 6 days, 4:06:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6316, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.8895 2021-06-21 09:54:38,739 - mmaction - INFO - Epoch [54][1180/1879] lr: 1.281e-01, eta: 6 days, 4:06:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6160, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.9799 2021-06-21 09:55:23,566 - mmaction - INFO - Epoch [54][1200/1879] lr: 1.281e-01, eta: 6 days, 4:05:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6348, loss_cls: 2.7840, loss: 2.7840, grad_norm: 1.9188 2021-06-21 09:56:08,287 - mmaction - INFO - Epoch [54][1220/1879] lr: 1.281e-01, eta: 6 days, 4:04:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6332, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.9882 2021-06-21 09:56:53,036 - mmaction - INFO - Epoch [54][1240/1879] lr: 1.281e-01, eta: 6 days, 4:03:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6254, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.9403 2021-06-21 09:57:37,766 - mmaction - INFO - Epoch [54][1260/1879] lr: 1.281e-01, eta: 6 days, 4:03:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6418, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.8817 2021-06-21 09:58:22,544 - mmaction - INFO - Epoch [54][1280/1879] lr: 1.281e-01, eta: 6 days, 4:02:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6297, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.9118 2021-06-21 09:59:07,404 - mmaction - INFO - Epoch [54][1300/1879] lr: 1.281e-01, eta: 6 days, 4:01:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6473, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.9444 2021-06-21 09:59:52,244 - mmaction - INFO - Epoch [54][1320/1879] lr: 1.281e-01, eta: 6 days, 4:00:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.8987 2021-06-21 10:00:36,920 - mmaction - INFO - Epoch [54][1340/1879] lr: 1.281e-01, eta: 6 days, 4:00:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6301, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.9149 2021-06-21 10:01:21,634 - mmaction - INFO - Epoch [54][1360/1879] lr: 1.281e-01, eta: 6 days, 3:59:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.8916 2021-06-21 10:02:06,416 - mmaction - INFO - Epoch [54][1380/1879] lr: 1.281e-01, eta: 6 days, 3:58:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6281, loss_cls: 2.8542, loss: 2.8542, grad_norm: 1.9141 2021-06-21 10:02:51,272 - mmaction - INFO - Epoch [54][1400/1879] lr: 1.281e-01, eta: 6 days, 3:57:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6332, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.9389 2021-06-21 10:03:36,088 - mmaction - INFO - Epoch [54][1420/1879] lr: 1.281e-01, eta: 6 days, 3:56:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6367, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.9092 2021-06-21 10:04:20,787 - mmaction - INFO - Epoch [54][1440/1879] lr: 1.281e-01, eta: 6 days, 3:56:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6293, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9696 2021-06-21 10:05:05,681 - mmaction - INFO - Epoch [54][1460/1879] lr: 1.281e-01, eta: 6 days, 3:55:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6270, loss_cls: 2.8822, loss: 2.8822, grad_norm: 1.9852 2021-06-21 10:05:50,415 - mmaction - INFO - Epoch [54][1480/1879] lr: 1.281e-01, eta: 6 days, 3:54:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6207, loss_cls: 2.8205, loss: 2.8205, grad_norm: 1.9474 2021-06-21 10:06:35,075 - mmaction - INFO - Epoch [54][1500/1879] lr: 1.281e-01, eta: 6 days, 3:53:58, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6355, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.9384 2021-06-21 10:07:19,768 - mmaction - INFO - Epoch [54][1520/1879] lr: 1.281e-01, eta: 6 days, 3:53:13, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6422, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.9058 2021-06-21 10:08:04,616 - mmaction - INFO - Epoch [54][1540/1879] lr: 1.281e-01, eta: 6 days, 3:52:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.8882 2021-06-21 10:08:49,326 - mmaction - INFO - Epoch [54][1560/1879] lr: 1.281e-01, eta: 6 days, 3:51:42, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6395, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0457 2021-06-21 10:09:34,036 - mmaction - INFO - Epoch [54][1580/1879] lr: 1.281e-01, eta: 6 days, 3:50:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.9819 2021-06-21 10:10:18,748 - mmaction - INFO - Epoch [54][1600/1879] lr: 1.281e-01, eta: 6 days, 3:50:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8015, loss: 2.8015, grad_norm: 1.9636 2021-06-21 10:11:03,591 - mmaction - INFO - Epoch [54][1620/1879] lr: 1.281e-01, eta: 6 days, 3:49:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6359, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.9456 2021-06-21 10:11:48,249 - mmaction - INFO - Epoch [54][1640/1879] lr: 1.281e-01, eta: 6 days, 3:48:41, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6379, loss_cls: 2.7649, loss: 2.7649, grad_norm: 1.9331 2021-06-21 10:12:33,031 - mmaction - INFO - Epoch [54][1660/1879] lr: 1.281e-01, eta: 6 days, 3:47:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6277, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.9425 2021-06-21 10:13:17,798 - mmaction - INFO - Epoch [54][1680/1879] lr: 1.281e-01, eta: 6 days, 3:47:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6480, loss_cls: 2.7405, loss: 2.7405, grad_norm: 1.9593 2021-06-21 10:14:02,574 - mmaction - INFO - Epoch [54][1700/1879] lr: 1.281e-01, eta: 6 days, 3:46:25, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6352, loss_cls: 2.8357, loss: 2.8357, grad_norm: 1.8741 2021-06-21 10:14:47,417 - mmaction - INFO - Epoch [54][1720/1879] lr: 1.281e-01, eta: 6 days, 3:45:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6184, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.9089 2021-06-21 10:15:32,112 - mmaction - INFO - Epoch [54][1740/1879] lr: 1.281e-01, eta: 6 days, 3:44:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6406, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.9137 2021-06-21 10:16:16,807 - mmaction - INFO - Epoch [54][1760/1879] lr: 1.281e-01, eta: 6 days, 3:44:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6238, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.9392 2021-06-21 10:17:01,607 - mmaction - INFO - Epoch [54][1780/1879] lr: 1.281e-01, eta: 6 days, 3:43:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6234, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.9297 2021-06-21 10:17:46,279 - mmaction - INFO - Epoch [54][1800/1879] lr: 1.281e-01, eta: 6 days, 3:42:39, time: 2.233, data_time: 0.002, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6371, loss_cls: 2.7703, loss: 2.7703, grad_norm: 1.8972 2021-06-21 10:18:31,145 - mmaction - INFO - Epoch [54][1820/1879] lr: 1.281e-01, eta: 6 days, 3:41:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6191, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.9249 2021-06-21 10:19:15,797 - mmaction - INFO - Epoch [54][1840/1879] lr: 1.281e-01, eta: 6 days, 3:41:08, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6176, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.8798 2021-06-21 10:20:00,655 - mmaction - INFO - Epoch [54][1860/1879] lr: 1.281e-01, eta: 6 days, 3:40:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6371, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.8674 2021-06-21 10:20:43,714 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-06-21 10:22:13,816 - mmaction - INFO - Epoch [55][20/1879] lr: 1.270e-01, eta: 6 days, 3:39:01, time: 4.482, data_time: 2.155, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6484, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.9599 2021-06-21 10:22:58,684 - mmaction - INFO - Epoch [55][40/1879] lr: 1.270e-01, eta: 6 days, 3:38:16, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6465, loss_cls: 2.7781, loss: 2.7781, grad_norm: 1.9650 2021-06-21 10:23:43,662 - mmaction - INFO - Epoch [55][60/1879] lr: 1.270e-01, eta: 6 days, 3:37:31, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6297, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.9466 2021-06-21 10:24:28,586 - mmaction - INFO - Epoch [55][80/1879] lr: 1.270e-01, eta: 6 days, 3:36:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6508, loss_cls: 2.7286, loss: 2.7286, grad_norm: 1.9408 2021-06-21 10:25:13,401 - mmaction - INFO - Epoch [55][100/1879] lr: 1.270e-01, eta: 6 days, 3:36:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6379, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.9298 2021-06-21 10:25:58,314 - mmaction - INFO - Epoch [55][120/1879] lr: 1.270e-01, eta: 6 days, 3:35:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.0034 2021-06-21 10:26:43,165 - mmaction - INFO - Epoch [55][140/1879] lr: 1.270e-01, eta: 6 days, 3:34:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6457, loss_cls: 2.7432, loss: 2.7432, grad_norm: 1.9441 2021-06-21 10:27:27,995 - mmaction - INFO - Epoch [55][160/1879] lr: 1.270e-01, eta: 6 days, 3:33:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6309, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.9396 2021-06-21 10:28:12,809 - mmaction - INFO - Epoch [55][180/1879] lr: 1.270e-01, eta: 6 days, 3:33:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6312, loss_cls: 2.8328, loss: 2.8328, grad_norm: 1.9449 2021-06-21 10:28:57,625 - mmaction - INFO - Epoch [55][200/1879] lr: 1.270e-01, eta: 6 days, 3:32:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6234, loss_cls: 2.8329, loss: 2.8329, grad_norm: 1.9239 2021-06-21 10:29:42,512 - mmaction - INFO - Epoch [55][220/1879] lr: 1.270e-01, eta: 6 days, 3:31:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6418, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.9843 2021-06-21 10:30:27,284 - mmaction - INFO - Epoch [55][240/1879] lr: 1.270e-01, eta: 6 days, 3:30:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6340, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.8999 2021-06-21 10:31:12,096 - mmaction - INFO - Epoch [55][260/1879] lr: 1.270e-01, eta: 6 days, 3:30:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6320, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.9191 2021-06-21 10:31:56,746 - mmaction - INFO - Epoch [55][280/1879] lr: 1.270e-01, eta: 6 days, 3:29:15, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6441, loss_cls: 2.7221, loss: 2.7221, grad_norm: 1.9440 2021-06-21 10:32:41,596 - mmaction - INFO - Epoch [55][300/1879] lr: 1.270e-01, eta: 6 days, 3:28:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6508, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.0220 2021-06-21 10:33:26,316 - mmaction - INFO - Epoch [55][320/1879] lr: 1.270e-01, eta: 6 days, 3:27:45, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6285, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.8737 2021-06-21 10:34:10,988 - mmaction - INFO - Epoch [55][340/1879] lr: 1.270e-01, eta: 6 days, 3:26:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6254, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.9553 2021-06-21 10:34:55,774 - mmaction - INFO - Epoch [55][360/1879] lr: 1.270e-01, eta: 6 days, 3:26:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.8798 2021-06-21 10:35:40,663 - mmaction - INFO - Epoch [55][380/1879] lr: 1.270e-01, eta: 6 days, 3:25:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6238, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.9443 2021-06-21 10:36:25,476 - mmaction - INFO - Epoch [55][400/1879] lr: 1.270e-01, eta: 6 days, 3:24:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6285, loss_cls: 2.7854, loss: 2.7854, grad_norm: 1.9130 2021-06-21 10:37:10,195 - mmaction - INFO - Epoch [55][420/1879] lr: 1.270e-01, eta: 6 days, 3:23:58, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6426, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.8722 2021-06-21 10:37:55,102 - mmaction - INFO - Epoch [55][440/1879] lr: 1.270e-01, eta: 6 days, 3:23:14, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6301, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.0370 2021-06-21 10:38:39,854 - mmaction - INFO - Epoch [55][460/1879] lr: 1.270e-01, eta: 6 days, 3:22:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6375, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.0055 2021-06-21 10:39:24,623 - mmaction - INFO - Epoch [55][480/1879] lr: 1.270e-01, eta: 6 days, 3:21:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6441, loss_cls: 2.7216, loss: 2.7216, grad_norm: 1.9759 2021-06-21 10:40:09,353 - mmaction - INFO - Epoch [55][500/1879] lr: 1.270e-01, eta: 6 days, 3:20:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6285, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.9874 2021-06-21 10:40:54,019 - mmaction - INFO - Epoch [55][520/1879] lr: 1.270e-01, eta: 6 days, 3:20:12, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6414, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.9648 2021-06-21 10:41:38,813 - mmaction - INFO - Epoch [55][540/1879] lr: 1.270e-01, eta: 6 days, 3:19:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6293, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.9270 2021-06-21 10:42:23,622 - mmaction - INFO - Epoch [55][560/1879] lr: 1.270e-01, eta: 6 days, 3:18:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.7109, loss: 2.7109, grad_norm: 1.9272 2021-06-21 10:43:08,450 - mmaction - INFO - Epoch [55][580/1879] lr: 1.270e-01, eta: 6 days, 3:17:57, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6238, loss_cls: 2.8412, loss: 2.8412, grad_norm: 1.9091 2021-06-21 10:43:53,364 - mmaction - INFO - Epoch [55][600/1879] lr: 1.270e-01, eta: 6 days, 3:17:12, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6527, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.9872 2021-06-21 10:44:38,284 - mmaction - INFO - Epoch [55][620/1879] lr: 1.270e-01, eta: 6 days, 3:16:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6211, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.9393 2021-06-21 10:45:22,955 - mmaction - INFO - Epoch [55][640/1879] lr: 1.270e-01, eta: 6 days, 3:15:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6270, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.9251 2021-06-21 10:46:07,655 - mmaction - INFO - Epoch [55][660/1879] lr: 1.270e-01, eta: 6 days, 3:14:56, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6332, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.9370 2021-06-21 10:46:52,498 - mmaction - INFO - Epoch [55][680/1879] lr: 1.270e-01, eta: 6 days, 3:14:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.9504 2021-06-21 10:47:37,284 - mmaction - INFO - Epoch [55][700/1879] lr: 1.270e-01, eta: 6 days, 3:13:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6371, loss_cls: 2.8114, loss: 2.8114, grad_norm: 1.9335 2021-06-21 10:48:21,986 - mmaction - INFO - Epoch [55][720/1879] lr: 1.270e-01, eta: 6 days, 3:12:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6441, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.9805 2021-06-21 10:49:06,723 - mmaction - INFO - Epoch [55][740/1879] lr: 1.270e-01, eta: 6 days, 3:11:55, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6508, loss_cls: 2.7518, loss: 2.7518, grad_norm: 1.9572 2021-06-21 10:49:51,418 - mmaction - INFO - Epoch [55][760/1879] lr: 1.270e-01, eta: 6 days, 3:11:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6543, loss_cls: 2.7246, loss: 2.7246, grad_norm: 1.9857 2021-06-21 10:50:36,268 - mmaction - INFO - Epoch [55][780/1879] lr: 1.270e-01, eta: 6 days, 3:10:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6293, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.0374 2021-06-21 10:51:20,899 - mmaction - INFO - Epoch [55][800/1879] lr: 1.270e-01, eta: 6 days, 3:09:39, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6246, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.9690 2021-06-21 10:52:05,422 - mmaction - INFO - Epoch [55][820/1879] lr: 1.270e-01, eta: 6 days, 3:08:54, time: 2.226, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6297, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.9543 2021-06-21 10:52:50,131 - mmaction - INFO - Epoch [55][840/1879] lr: 1.270e-01, eta: 6 days, 3:08:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6129, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.9507 2021-06-21 10:53:34,879 - mmaction - INFO - Epoch [55][860/1879] lr: 1.270e-01, eta: 6 days, 3:07:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6293, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.9765 2021-06-21 10:54:19,519 - mmaction - INFO - Epoch [55][880/1879] lr: 1.270e-01, eta: 6 days, 3:06:38, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6453, loss_cls: 2.7438, loss: 2.7438, grad_norm: 1.9584 2021-06-21 10:55:04,388 - mmaction - INFO - Epoch [55][900/1879] lr: 1.270e-01, eta: 6 days, 3:05:53, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.9111 2021-06-21 10:55:49,079 - mmaction - INFO - Epoch [55][920/1879] lr: 1.270e-01, eta: 6 days, 3:05:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6316, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.9017 2021-06-21 10:56:33,853 - mmaction - INFO - Epoch [55][940/1879] lr: 1.270e-01, eta: 6 days, 3:04:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6312, loss_cls: 2.7727, loss: 2.7727, grad_norm: 1.9823 2021-06-21 10:57:18,566 - mmaction - INFO - Epoch [55][960/1879] lr: 1.270e-01, eta: 6 days, 3:03:37, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6262, loss_cls: 2.8036, loss: 2.8036, grad_norm: 1.9043 2021-06-21 10:58:03,251 - mmaction - INFO - Epoch [55][980/1879] lr: 1.270e-01, eta: 6 days, 3:02:51, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6465, loss_cls: 2.7417, loss: 2.7417, grad_norm: 1.9586 2021-06-21 10:58:47,882 - mmaction - INFO - Epoch [55][1000/1879] lr: 1.270e-01, eta: 6 days, 3:02:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6445, loss_cls: 2.7672, loss: 2.7672, grad_norm: 1.9609 2021-06-21 10:59:32,513 - mmaction - INFO - Epoch [55][1020/1879] lr: 1.270e-01, eta: 6 days, 3:01:20, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6297, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.9417 2021-06-21 11:00:17,279 - mmaction - INFO - Epoch [55][1040/1879] lr: 1.270e-01, eta: 6 days, 3:00:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6488, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.9500 2021-06-21 11:01:01,937 - mmaction - INFO - Epoch [55][1060/1879] lr: 1.270e-01, eta: 6 days, 2:59:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.9308 2021-06-21 11:01:46,693 - mmaction - INFO - Epoch [55][1080/1879] lr: 1.270e-01, eta: 6 days, 2:59:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7667, loss: 2.7667, grad_norm: 1.9355 2021-06-21 11:02:31,334 - mmaction - INFO - Epoch [55][1100/1879] lr: 1.270e-01, eta: 6 days, 2:58:19, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.9903 2021-06-21 11:03:15,981 - mmaction - INFO - Epoch [55][1120/1879] lr: 1.270e-01, eta: 6 days, 2:57:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6301, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.9496 2021-06-21 11:04:00,760 - mmaction - INFO - Epoch [55][1140/1879] lr: 1.270e-01, eta: 6 days, 2:56:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6492, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.9047 2021-06-21 11:04:45,520 - mmaction - INFO - Epoch [55][1160/1879] lr: 1.270e-01, eta: 6 days, 2:56:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6199, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.9495 2021-06-21 11:05:30,216 - mmaction - INFO - Epoch [55][1180/1879] lr: 1.270e-01, eta: 6 days, 2:55:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6230, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9343 2021-06-21 11:06:14,981 - mmaction - INFO - Epoch [55][1200/1879] lr: 1.270e-01, eta: 6 days, 2:54:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6324, loss_cls: 2.8175, loss: 2.8175, grad_norm: 1.9567 2021-06-21 11:06:59,754 - mmaction - INFO - Epoch [55][1220/1879] lr: 1.270e-01, eta: 6 days, 2:53:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6281, loss_cls: 2.7971, loss: 2.7971, grad_norm: 1.9677 2021-06-21 11:07:44,431 - mmaction - INFO - Epoch [55][1240/1879] lr: 1.270e-01, eta: 6 days, 2:53:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6285, loss_cls: 2.8314, loss: 2.8314, grad_norm: 1.9488 2021-06-21 11:08:29,093 - mmaction - INFO - Epoch [55][1260/1879] lr: 1.270e-01, eta: 6 days, 2:52:16, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6234, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.9427 2021-06-21 11:09:13,773 - mmaction - INFO - Epoch [55][1280/1879] lr: 1.270e-01, eta: 6 days, 2:51:31, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6496, loss_cls: 2.7719, loss: 2.7719, grad_norm: 1.9018 2021-06-21 11:09:58,638 - mmaction - INFO - Epoch [55][1300/1879] lr: 1.270e-01, eta: 6 days, 2:50:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6406, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.9255 2021-06-21 11:10:43,405 - mmaction - INFO - Epoch [55][1320/1879] lr: 1.270e-01, eta: 6 days, 2:50:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6145, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.9855 2021-06-21 11:11:28,186 - mmaction - INFO - Epoch [55][1340/1879] lr: 1.270e-01, eta: 6 days, 2:49:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.9986 2021-06-21 11:12:12,983 - mmaction - INFO - Epoch [55][1360/1879] lr: 1.270e-01, eta: 6 days, 2:48:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6387, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.9314 2021-06-21 11:12:57,718 - mmaction - INFO - Epoch [55][1380/1879] lr: 1.270e-01, eta: 6 days, 2:47:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6270, loss_cls: 2.8170, loss: 2.8170, grad_norm: 1.9631 2021-06-21 11:13:42,385 - mmaction - INFO - Epoch [55][1400/1879] lr: 1.270e-01, eta: 6 days, 2:46:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6418, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.9316 2021-06-21 11:14:26,949 - mmaction - INFO - Epoch [55][1420/1879] lr: 1.270e-01, eta: 6 days, 2:46:14, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6113, loss_cls: 2.8732, loss: 2.8732, grad_norm: 1.9371 2021-06-21 11:15:11,750 - mmaction - INFO - Epoch [55][1440/1879] lr: 1.270e-01, eta: 6 days, 2:45:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6184, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.9266 2021-06-21 11:15:56,469 - mmaction - INFO - Epoch [55][1460/1879] lr: 1.270e-01, eta: 6 days, 2:44:43, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6168, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.9887 2021-06-21 11:16:41,200 - mmaction - INFO - Epoch [55][1480/1879] lr: 1.270e-01, eta: 6 days, 2:43:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6324, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.9635 2021-06-21 11:17:25,871 - mmaction - INFO - Epoch [55][1500/1879] lr: 1.270e-01, eta: 6 days, 2:43:12, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.9993 2021-06-21 11:18:10,594 - mmaction - INFO - Epoch [55][1520/1879] lr: 1.270e-01, eta: 6 days, 2:42:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6445, loss_cls: 2.7744, loss: 2.7744, grad_norm: 1.9239 2021-06-21 11:18:55,353 - mmaction - INFO - Epoch [55][1540/1879] lr: 1.270e-01, eta: 6 days, 2:41:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6348, loss_cls: 2.7454, loss: 2.7454, grad_norm: 1.9263 2021-06-21 11:19:40,095 - mmaction - INFO - Epoch [55][1560/1879] lr: 1.270e-01, eta: 6 days, 2:40:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6297, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.9200 2021-06-21 11:20:24,838 - mmaction - INFO - Epoch [55][1580/1879] lr: 1.270e-01, eta: 6 days, 2:40:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.6930, loss: 2.6930, grad_norm: 1.9500 2021-06-21 11:21:09,554 - mmaction - INFO - Epoch [55][1600/1879] lr: 1.270e-01, eta: 6 days, 2:39:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6234, loss_cls: 2.8292, loss: 2.8292, grad_norm: 1.9335 2021-06-21 11:21:54,174 - mmaction - INFO - Epoch [55][1620/1879] lr: 1.270e-01, eta: 6 days, 2:38:40, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.9267 2021-06-21 11:22:38,744 - mmaction - INFO - Epoch [55][1640/1879] lr: 1.270e-01, eta: 6 days, 2:37:55, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6359, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.9792 2021-06-21 11:23:23,457 - mmaction - INFO - Epoch [55][1660/1879] lr: 1.270e-01, eta: 6 days, 2:37:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6324, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.9885 2021-06-21 11:24:08,188 - mmaction - INFO - Epoch [55][1680/1879] lr: 1.270e-01, eta: 6 days, 2:36:24, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3551, top5_acc: 0.6207, loss_cls: 2.8852, loss: 2.8852, grad_norm: 2.0162 2021-06-21 11:24:52,918 - mmaction - INFO - Epoch [55][1700/1879] lr: 1.270e-01, eta: 6 days, 2:35:39, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6258, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.9624 2021-06-21 11:25:37,601 - mmaction - INFO - Epoch [55][1720/1879] lr: 1.270e-01, eta: 6 days, 2:34:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6281, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.8760 2021-06-21 11:26:22,360 - mmaction - INFO - Epoch [55][1740/1879] lr: 1.270e-01, eta: 6 days, 2:34:08, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.9579 2021-06-21 11:27:07,065 - mmaction - INFO - Epoch [55][1760/1879] lr: 1.270e-01, eta: 6 days, 2:33:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.9905 2021-06-21 11:27:51,764 - mmaction - INFO - Epoch [55][1780/1879] lr: 1.270e-01, eta: 6 days, 2:32:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.1161 2021-06-21 11:28:36,421 - mmaction - INFO - Epoch [55][1800/1879] lr: 1.270e-01, eta: 6 days, 2:31:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6160, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0325 2021-06-21 11:29:21,060 - mmaction - INFO - Epoch [55][1820/1879] lr: 1.270e-01, eta: 6 days, 2:31:07, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.2024 2021-06-21 11:30:05,770 - mmaction - INFO - Epoch [55][1840/1879] lr: 1.270e-01, eta: 6 days, 2:30:21, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6102, loss_cls: 2.8761, loss: 2.8761, grad_norm: 2.0506 2021-06-21 11:30:50,627 - mmaction - INFO - Epoch [55][1860/1879] lr: 1.270e-01, eta: 6 days, 2:29:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6211, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.9589 2021-06-21 11:31:33,605 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-06-21 11:33:02,756 - mmaction - INFO - Epoch [56][20/1879] lr: 1.259e-01, eta: 6 days, 2:28:11, time: 4.428, data_time: 2.153, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8199, loss: 2.8199, grad_norm: 1.9404 2021-06-21 11:33:47,631 - mmaction - INFO - Epoch [56][40/1879] lr: 1.259e-01, eta: 6 days, 2:27:26, time: 2.244, data_time: 0.004, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6293, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0331 2021-06-21 11:34:32,480 - mmaction - INFO - Epoch [56][60/1879] lr: 1.259e-01, eta: 6 days, 2:26:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6418, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.2154 2021-06-21 11:35:17,304 - mmaction - INFO - Epoch [56][80/1879] lr: 1.259e-01, eta: 6 days, 2:25:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.9838 2021-06-21 11:36:02,145 - mmaction - INFO - Epoch [56][100/1879] lr: 1.259e-01, eta: 6 days, 2:25:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6344, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.0190 2021-06-21 11:36:47,109 - mmaction - INFO - Epoch [56][120/1879] lr: 1.259e-01, eta: 6 days, 2:24:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6391, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.0119 2021-06-21 11:37:31,824 - mmaction - INFO - Epoch [56][140/1879] lr: 1.259e-01, eta: 6 days, 2:23:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.0093 2021-06-21 11:38:16,683 - mmaction - INFO - Epoch [56][160/1879] lr: 1.259e-01, eta: 6 days, 2:22:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6387, loss_cls: 2.7395, loss: 2.7395, grad_norm: 2.0387 2021-06-21 11:39:01,737 - mmaction - INFO - Epoch [56][180/1879] lr: 1.259e-01, eta: 6 days, 2:22:11, time: 2.253, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6215, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.9874 2021-06-21 11:39:46,736 - mmaction - INFO - Epoch [56][200/1879] lr: 1.259e-01, eta: 6 days, 2:21:26, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6406, loss_cls: 2.7737, loss: 2.7737, grad_norm: 1.9106 2021-06-21 11:40:31,631 - mmaction - INFO - Epoch [56][220/1879] lr: 1.259e-01, eta: 6 days, 2:20:42, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6352, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.9882 2021-06-21 11:41:16,354 - mmaction - INFO - Epoch [56][240/1879] lr: 1.259e-01, eta: 6 days, 2:19:56, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.7217, loss: 2.7217, grad_norm: 1.9732 2021-06-21 11:42:01,168 - mmaction - INFO - Epoch [56][260/1879] lr: 1.259e-01, eta: 6 days, 2:19:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6449, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.9592 2021-06-21 11:42:45,919 - mmaction - INFO - Epoch [56][280/1879] lr: 1.259e-01, eta: 6 days, 2:18:26, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.9354 2021-06-21 11:43:30,885 - mmaction - INFO - Epoch [56][300/1879] lr: 1.259e-01, eta: 6 days, 2:17:41, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6453, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.9360 2021-06-21 11:44:15,698 - mmaction - INFO - Epoch [56][320/1879] lr: 1.259e-01, eta: 6 days, 2:16:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6207, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.0374 2021-06-21 11:45:00,488 - mmaction - INFO - Epoch [56][340/1879] lr: 1.259e-01, eta: 6 days, 2:16:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6254, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.9854 2021-06-21 11:45:45,191 - mmaction - INFO - Epoch [56][360/1879] lr: 1.259e-01, eta: 6 days, 2:15:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6414, loss_cls: 2.7416, loss: 2.7416, grad_norm: 1.9726 2021-06-21 11:46:29,936 - mmaction - INFO - Epoch [56][380/1879] lr: 1.259e-01, eta: 6 days, 2:14:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6285, loss_cls: 2.8561, loss: 2.8561, grad_norm: 1.9817 2021-06-21 11:47:14,651 - mmaction - INFO - Epoch [56][400/1879] lr: 1.259e-01, eta: 6 days, 2:13:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6340, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.9507 2021-06-21 11:47:59,379 - mmaction - INFO - Epoch [56][420/1879] lr: 1.259e-01, eta: 6 days, 2:13:10, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6332, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.9940 2021-06-21 11:48:44,019 - mmaction - INFO - Epoch [56][440/1879] lr: 1.259e-01, eta: 6 days, 2:12:24, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6266, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.0015 2021-06-21 11:49:28,791 - mmaction - INFO - Epoch [56][460/1879] lr: 1.259e-01, eta: 6 days, 2:11:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6430, loss_cls: 2.7774, loss: 2.7774, grad_norm: 1.9473 2021-06-21 11:50:13,638 - mmaction - INFO - Epoch [56][480/1879] lr: 1.259e-01, eta: 6 days, 2:10:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6227, loss_cls: 2.8578, loss: 2.8578, grad_norm: 1.9587 2021-06-21 11:50:58,373 - mmaction - INFO - Epoch [56][500/1879] lr: 1.259e-01, eta: 6 days, 2:10:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6355, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.9517 2021-06-21 11:51:43,105 - mmaction - INFO - Epoch [56][520/1879] lr: 1.259e-01, eta: 6 days, 2:09:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6371, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.9651 2021-06-21 11:52:27,882 - mmaction - INFO - Epoch [56][540/1879] lr: 1.259e-01, eta: 6 days, 2:08:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6438, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.1833 2021-06-21 11:53:12,703 - mmaction - INFO - Epoch [56][560/1879] lr: 1.259e-01, eta: 6 days, 2:07:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.0795 2021-06-21 11:53:57,434 - mmaction - INFO - Epoch [56][580/1879] lr: 1.259e-01, eta: 6 days, 2:07:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6406, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.2496 2021-06-21 11:54:42,123 - mmaction - INFO - Epoch [56][600/1879] lr: 1.259e-01, eta: 6 days, 2:06:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6156, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.0595 2021-06-21 11:55:26,854 - mmaction - INFO - Epoch [56][620/1879] lr: 1.259e-01, eta: 6 days, 2:05:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6355, loss_cls: 2.7724, loss: 2.7724, grad_norm: 1.9750 2021-06-21 11:56:11,619 - mmaction - INFO - Epoch [56][640/1879] lr: 1.259e-01, eta: 6 days, 2:04:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6223, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.9624 2021-06-21 11:56:56,342 - mmaction - INFO - Epoch [56][660/1879] lr: 1.259e-01, eta: 6 days, 2:04:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.9068 2021-06-21 11:57:41,175 - mmaction - INFO - Epoch [56][680/1879] lr: 1.259e-01, eta: 6 days, 2:03:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6309, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.9281 2021-06-21 11:58:25,855 - mmaction - INFO - Epoch [56][700/1879] lr: 1.259e-01, eta: 6 days, 2:02:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6344, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.9824 2021-06-21 11:59:10,701 - mmaction - INFO - Epoch [56][720/1879] lr: 1.259e-01, eta: 6 days, 2:01:51, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.9667 2021-06-21 11:59:55,469 - mmaction - INFO - Epoch [56][740/1879] lr: 1.259e-01, eta: 6 days, 2:01:06, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.9619 2021-06-21 12:00:40,268 - mmaction - INFO - Epoch [56][760/1879] lr: 1.259e-01, eta: 6 days, 2:00:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8170, loss: 2.8170, grad_norm: 1.9607 2021-06-21 12:01:25,531 - mmaction - INFO - Epoch [56][780/1879] lr: 1.259e-01, eta: 6 days, 1:59:36, time: 2.261, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6430, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.0077 2021-06-21 12:02:10,354 - mmaction - INFO - Epoch [56][800/1879] lr: 1.259e-01, eta: 6 days, 1:58:51, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.3516, top5_acc: 0.6281, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.0324 2021-06-21 12:02:55,019 - mmaction - INFO - Epoch [56][820/1879] lr: 1.259e-01, eta: 6 days, 1:58:06, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6324, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.0107 2021-06-21 12:03:39,719 - mmaction - INFO - Epoch [56][840/1879] lr: 1.259e-01, eta: 6 days, 1:57:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6398, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.9597 2021-06-21 12:04:24,499 - mmaction - INFO - Epoch [56][860/1879] lr: 1.259e-01, eta: 6 days, 1:56:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6207, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.9980 2021-06-21 12:05:09,184 - mmaction - INFO - Epoch [56][880/1879] lr: 1.259e-01, eta: 6 days, 1:55:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6379, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.0215 2021-06-21 12:05:54,031 - mmaction - INFO - Epoch [56][900/1879] lr: 1.259e-01, eta: 6 days, 1:55:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6383, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.9892 2021-06-21 12:06:38,804 - mmaction - INFO - Epoch [56][920/1879] lr: 1.259e-01, eta: 6 days, 1:54:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6398, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.9960 2021-06-21 12:07:23,483 - mmaction - INFO - Epoch [56][940/1879] lr: 1.259e-01, eta: 6 days, 1:53:34, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6262, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.9419 2021-06-21 12:08:08,477 - mmaction - INFO - Epoch [56][960/1879] lr: 1.259e-01, eta: 6 days, 1:52:50, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6203, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.9655 2021-06-21 12:08:53,264 - mmaction - INFO - Epoch [56][980/1879] lr: 1.259e-01, eta: 6 days, 1:52:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6324, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.0060 2021-06-21 12:09:38,014 - mmaction - INFO - Epoch [56][1000/1879] lr: 1.259e-01, eta: 6 days, 1:51:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6285, loss_cls: 2.8402, loss: 2.8402, grad_norm: 1.9937 2021-06-21 12:10:22,757 - mmaction - INFO - Epoch [56][1020/1879] lr: 1.259e-01, eta: 6 days, 1:50:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3609, top5_acc: 0.6160, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.9860 2021-06-21 12:11:07,424 - mmaction - INFO - Epoch [56][1040/1879] lr: 1.259e-01, eta: 6 days, 1:49:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6332, loss_cls: 2.7831, loss: 2.7831, grad_norm: 1.9559 2021-06-21 12:11:52,313 - mmaction - INFO - Epoch [56][1060/1879] lr: 1.259e-01, eta: 6 days, 1:49:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.7840, loss: 2.7840, grad_norm: 1.9353 2021-06-21 12:12:37,315 - mmaction - INFO - Epoch [56][1080/1879] lr: 1.259e-01, eta: 6 days, 1:48:19, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.9402 2021-06-21 12:13:22,124 - mmaction - INFO - Epoch [56][1100/1879] lr: 1.259e-01, eta: 6 days, 1:47:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3547, top5_acc: 0.6277, loss_cls: 2.8478, loss: 2.8478, grad_norm: 1.9359 2021-06-21 12:14:06,704 - mmaction - INFO - Epoch [56][1120/1879] lr: 1.259e-01, eta: 6 days, 1:46:48, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6348, loss_cls: 2.7795, loss: 2.7795, grad_norm: 1.9422 2021-06-21 12:14:51,365 - mmaction - INFO - Epoch [56][1140/1879] lr: 1.259e-01, eta: 6 days, 1:46:03, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.9228 2021-06-21 12:15:36,115 - mmaction - INFO - Epoch [56][1160/1879] lr: 1.259e-01, eta: 6 days, 1:45:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6293, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.9544 2021-06-21 12:16:20,808 - mmaction - INFO - Epoch [56][1180/1879] lr: 1.259e-01, eta: 6 days, 1:44:32, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6465, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.9501 2021-06-21 12:17:05,495 - mmaction - INFO - Epoch [56][1200/1879] lr: 1.259e-01, eta: 6 days, 1:43:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6355, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.9678 2021-06-21 12:17:50,431 - mmaction - INFO - Epoch [56][1220/1879] lr: 1.259e-01, eta: 6 days, 1:43:02, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6387, loss_cls: 2.7842, loss: 2.7842, grad_norm: 1.9679 2021-06-21 12:18:35,179 - mmaction - INFO - Epoch [56][1240/1879] lr: 1.259e-01, eta: 6 days, 1:42:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6359, loss_cls: 2.8043, loss: 2.8043, grad_norm: 1.9494 2021-06-21 12:19:19,928 - mmaction - INFO - Epoch [56][1260/1879] lr: 1.259e-01, eta: 6 days, 1:41:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.9519 2021-06-21 12:20:04,832 - mmaction - INFO - Epoch [56][1280/1879] lr: 1.259e-01, eta: 6 days, 1:40:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6219, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.9443 2021-06-21 12:20:49,571 - mmaction - INFO - Epoch [56][1300/1879] lr: 1.259e-01, eta: 6 days, 1:40:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6402, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.9616 2021-06-21 12:21:34,265 - mmaction - INFO - Epoch [56][1320/1879] lr: 1.259e-01, eta: 6 days, 1:39:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6301, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.9991 2021-06-21 12:22:18,969 - mmaction - INFO - Epoch [56][1340/1879] lr: 1.259e-01, eta: 6 days, 1:38:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6488, loss_cls: 2.7561, loss: 2.7561, grad_norm: 1.9199 2021-06-21 12:23:03,661 - mmaction - INFO - Epoch [56][1360/1879] lr: 1.259e-01, eta: 6 days, 1:37:45, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6402, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.0023 2021-06-21 12:23:48,321 - mmaction - INFO - Epoch [56][1380/1879] lr: 1.259e-01, eta: 6 days, 1:37:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6250, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.9500 2021-06-21 12:24:33,112 - mmaction - INFO - Epoch [56][1400/1879] lr: 1.259e-01, eta: 6 days, 1:36:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6273, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.9721 2021-06-21 12:25:17,911 - mmaction - INFO - Epoch [56][1420/1879] lr: 1.259e-01, eta: 6 days, 1:35:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6301, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.9576 2021-06-21 12:26:02,726 - mmaction - INFO - Epoch [56][1440/1879] lr: 1.259e-01, eta: 6 days, 1:34:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6371, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.0037 2021-06-21 12:26:47,529 - mmaction - INFO - Epoch [56][1460/1879] lr: 1.259e-01, eta: 6 days, 1:33:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0202 2021-06-21 12:27:32,272 - mmaction - INFO - Epoch [56][1480/1879] lr: 1.259e-01, eta: 6 days, 1:33:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6324, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.0584 2021-06-21 12:28:17,089 - mmaction - INFO - Epoch [56][1500/1879] lr: 1.259e-01, eta: 6 days, 1:32:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6199, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.0014 2021-06-21 12:29:01,850 - mmaction - INFO - Epoch [56][1520/1879] lr: 1.259e-01, eta: 6 days, 1:31:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6293, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.2035 2021-06-21 12:29:46,602 - mmaction - INFO - Epoch [56][1540/1879] lr: 1.259e-01, eta: 6 days, 1:30:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6195, loss_cls: 2.8291, loss: 2.8291, grad_norm: 1.9442 2021-06-21 12:30:31,389 - mmaction - INFO - Epoch [56][1560/1879] lr: 1.259e-01, eta: 6 days, 1:30:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6387, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.9727 2021-06-21 12:31:16,226 - mmaction - INFO - Epoch [56][1580/1879] lr: 1.259e-01, eta: 6 days, 1:29:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.9715 2021-06-21 12:32:00,886 - mmaction - INFO - Epoch [56][1600/1879] lr: 1.259e-01, eta: 6 days, 1:28:43, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6293, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.9544 2021-06-21 12:32:45,779 - mmaction - INFO - Epoch [56][1620/1879] lr: 1.259e-01, eta: 6 days, 1:27:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6477, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.9497 2021-06-21 12:33:30,514 - mmaction - INFO - Epoch [56][1640/1879] lr: 1.259e-01, eta: 6 days, 1:27:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6340, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.9213 2021-06-21 12:34:15,156 - mmaction - INFO - Epoch [56][1660/1879] lr: 1.259e-01, eta: 6 days, 1:26:27, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6316, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.9488 2021-06-21 12:34:59,828 - mmaction - INFO - Epoch [56][1680/1879] lr: 1.259e-01, eta: 6 days, 1:25:42, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6426, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.9447 2021-06-21 12:35:44,666 - mmaction - INFO - Epoch [56][1700/1879] lr: 1.259e-01, eta: 6 days, 1:24:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6449, loss_cls: 2.7479, loss: 2.7479, grad_norm: 1.9410 2021-06-21 12:36:29,290 - mmaction - INFO - Epoch [56][1720/1879] lr: 1.259e-01, eta: 6 days, 1:24:11, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6223, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.9045 2021-06-21 12:37:14,124 - mmaction - INFO - Epoch [56][1740/1879] lr: 1.259e-01, eta: 6 days, 1:23:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6320, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.9461 2021-06-21 12:37:58,745 - mmaction - INFO - Epoch [56][1760/1879] lr: 1.259e-01, eta: 6 days, 1:22:41, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6438, loss_cls: 2.7755, loss: 2.7755, grad_norm: 1.9075 2021-06-21 12:38:43,543 - mmaction - INFO - Epoch [56][1780/1879] lr: 1.259e-01, eta: 6 days, 1:21:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6266, loss_cls: 2.7933, loss: 2.7933, grad_norm: 1.9656 2021-06-21 12:39:28,282 - mmaction - INFO - Epoch [56][1800/1879] lr: 1.259e-01, eta: 6 days, 1:21:10, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6355, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.9312 2021-06-21 12:40:13,088 - mmaction - INFO - Epoch [56][1820/1879] lr: 1.259e-01, eta: 6 days, 1:20:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6352, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.9365 2021-06-21 12:40:57,890 - mmaction - INFO - Epoch [56][1840/1879] lr: 1.259e-01, eta: 6 days, 1:19:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7796, loss: 2.7796, grad_norm: 1.9515 2021-06-21 12:41:42,636 - mmaction - INFO - Epoch [56][1860/1879] lr: 1.259e-01, eta: 6 days, 1:18:55, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6406, loss_cls: 2.7253, loss: 2.7253, grad_norm: 1.9232 2021-06-21 12:42:39,331 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-06-21 12:45:03,348 - mmaction - INFO - Epoch [57][20/1879] lr: 1.247e-01, eta: 6 days, 1:19:32, time: 7.190, data_time: 4.959, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6410, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.9730 2021-06-21 12:45:48,054 - mmaction - INFO - Epoch [57][40/1879] lr: 1.247e-01, eta: 6 days, 1:18:46, time: 2.235, data_time: 0.002, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.0366 2021-06-21 12:46:32,976 - mmaction - INFO - Epoch [57][60/1879] lr: 1.247e-01, eta: 6 days, 1:18:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6430, loss_cls: 2.7314, loss: 2.7314, grad_norm: 1.9639 2021-06-21 12:47:17,856 - mmaction - INFO - Epoch [57][80/1879] lr: 1.247e-01, eta: 6 days, 1:17:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6297, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.9502 2021-06-21 12:48:02,772 - mmaction - INFO - Epoch [57][100/1879] lr: 1.247e-01, eta: 6 days, 1:16:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7777, loss: 2.7777, grad_norm: 1.9312 2021-06-21 12:48:47,646 - mmaction - INFO - Epoch [57][120/1879] lr: 1.247e-01, eta: 6 days, 1:15:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6324, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.9432 2021-06-21 12:49:32,414 - mmaction - INFO - Epoch [57][140/1879] lr: 1.247e-01, eta: 6 days, 1:15:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6453, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.9576 2021-06-21 12:50:17,119 - mmaction - INFO - Epoch [57][160/1879] lr: 1.247e-01, eta: 6 days, 1:14:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6520, loss_cls: 2.7454, loss: 2.7454, grad_norm: 1.9610 2021-06-21 12:51:01,925 - mmaction - INFO - Epoch [57][180/1879] lr: 1.247e-01, eta: 6 days, 1:13:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6312, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.9440 2021-06-21 12:51:46,691 - mmaction - INFO - Epoch [57][200/1879] lr: 1.247e-01, eta: 6 days, 1:12:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6402, loss_cls: 2.7702, loss: 2.7702, grad_norm: 1.9420 2021-06-21 12:52:31,553 - mmaction - INFO - Epoch [57][220/1879] lr: 1.247e-01, eta: 6 days, 1:12:01, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6367, loss_cls: 2.7792, loss: 2.7792, grad_norm: 1.9515 2021-06-21 12:53:16,600 - mmaction - INFO - Epoch [57][240/1879] lr: 1.247e-01, eta: 6 days, 1:11:16, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8009, loss: 2.8009, grad_norm: 1.9782 2021-06-21 12:54:01,409 - mmaction - INFO - Epoch [57][260/1879] lr: 1.247e-01, eta: 6 days, 1:10:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6227, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9537 2021-06-21 12:54:46,292 - mmaction - INFO - Epoch [57][280/1879] lr: 1.247e-01, eta: 6 days, 1:09:46, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6301, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.9506 2021-06-21 12:55:31,074 - mmaction - INFO - Epoch [57][300/1879] lr: 1.247e-01, eta: 6 days, 1:09:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.6998, loss: 2.6998, grad_norm: 1.9467 2021-06-21 12:56:15,879 - mmaction - INFO - Epoch [57][320/1879] lr: 1.247e-01, eta: 6 days, 1:08:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6371, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.9490 2021-06-21 12:57:00,501 - mmaction - INFO - Epoch [57][340/1879] lr: 1.247e-01, eta: 6 days, 1:07:30, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6344, loss_cls: 2.7830, loss: 2.7830, grad_norm: 1.9966 2021-06-21 12:57:45,149 - mmaction - INFO - Epoch [57][360/1879] lr: 1.247e-01, eta: 6 days, 1:06:44, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7990, loss: 2.7990, grad_norm: 1.9100 2021-06-21 12:58:30,020 - mmaction - INFO - Epoch [57][380/1879] lr: 1.247e-01, eta: 6 days, 1:05:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6344, loss_cls: 2.7791, loss: 2.7791, grad_norm: 1.9942 2021-06-21 12:59:14,882 - mmaction - INFO - Epoch [57][400/1879] lr: 1.247e-01, eta: 6 days, 1:05:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6348, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.9629 2021-06-21 12:59:59,753 - mmaction - INFO - Epoch [57][420/1879] lr: 1.247e-01, eta: 6 days, 1:04:29, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6082, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.0494 2021-06-21 13:00:44,556 - mmaction - INFO - Epoch [57][440/1879] lr: 1.247e-01, eta: 6 days, 1:03:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6125, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.1369 2021-06-21 13:01:29,318 - mmaction - INFO - Epoch [57][460/1879] lr: 1.247e-01, eta: 6 days, 1:02:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6586, loss_cls: 2.7188, loss: 2.7188, grad_norm: 1.9743 2021-06-21 13:02:14,111 - mmaction - INFO - Epoch [57][480/1879] lr: 1.247e-01, eta: 6 days, 1:02:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6215, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.0582 2021-06-21 13:02:58,817 - mmaction - INFO - Epoch [57][500/1879] lr: 1.247e-01, eta: 6 days, 1:01:29, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6305, loss_cls: 2.8164, loss: 2.8164, grad_norm: 2.0183 2021-06-21 13:03:43,589 - mmaction - INFO - Epoch [57][520/1879] lr: 1.247e-01, eta: 6 days, 1:00:43, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6102, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.1406 2021-06-21 13:04:28,421 - mmaction - INFO - Epoch [57][540/1879] lr: 1.247e-01, eta: 6 days, 0:59:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6293, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.9953 2021-06-21 13:05:13,138 - mmaction - INFO - Epoch [57][560/1879] lr: 1.247e-01, eta: 6 days, 0:59:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6285, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.0380 2021-06-21 13:05:57,923 - mmaction - INFO - Epoch [57][580/1879] lr: 1.247e-01, eta: 6 days, 0:58:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6477, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.0716 2021-06-21 13:06:42,743 - mmaction - INFO - Epoch [57][600/1879] lr: 1.247e-01, eta: 6 days, 0:57:43, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6336, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9790 2021-06-21 13:07:27,564 - mmaction - INFO - Epoch [57][620/1879] lr: 1.247e-01, eta: 6 days, 0:56:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6324, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.9511 2021-06-21 13:08:12,360 - mmaction - INFO - Epoch [57][640/1879] lr: 1.247e-01, eta: 6 days, 0:56:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6316, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.0394 2021-06-21 13:08:56,985 - mmaction - INFO - Epoch [57][660/1879] lr: 1.247e-01, eta: 6 days, 0:55:27, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6215, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.0045 2021-06-21 13:09:41,868 - mmaction - INFO - Epoch [57][680/1879] lr: 1.247e-01, eta: 6 days, 0:54:42, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3598, top5_acc: 0.6422, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.9921 2021-06-21 13:10:26,619 - mmaction - INFO - Epoch [57][700/1879] lr: 1.247e-01, eta: 6 days, 0:53:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6363, loss_cls: 2.7602, loss: 2.7602, grad_norm: 1.9377 2021-06-21 13:11:11,375 - mmaction - INFO - Epoch [57][720/1879] lr: 1.247e-01, eta: 6 days, 0:53:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6324, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.9505 2021-06-21 13:11:56,114 - mmaction - INFO - Epoch [57][740/1879] lr: 1.247e-01, eta: 6 days, 0:52:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6441, loss_cls: 2.7238, loss: 2.7238, grad_norm: 1.9487 2021-06-21 13:12:40,786 - mmaction - INFO - Epoch [57][760/1879] lr: 1.247e-01, eta: 6 days, 0:51:41, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7269, loss: 2.7269, grad_norm: 1.9380 2021-06-21 13:13:25,645 - mmaction - INFO - Epoch [57][780/1879] lr: 1.247e-01, eta: 6 days, 0:50:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6336, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.9775 2021-06-21 13:14:10,456 - mmaction - INFO - Epoch [57][800/1879] lr: 1.247e-01, eta: 6 days, 0:50:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6332, loss_cls: 2.8216, loss: 2.8216, grad_norm: 2.0472 2021-06-21 13:14:55,252 - mmaction - INFO - Epoch [57][820/1879] lr: 1.247e-01, eta: 6 days, 0:49:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6375, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.9579 2021-06-21 13:15:40,035 - mmaction - INFO - Epoch [57][840/1879] lr: 1.247e-01, eta: 6 days, 0:48:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6367, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.9812 2021-06-21 13:16:24,897 - mmaction - INFO - Epoch [57][860/1879] lr: 1.247e-01, eta: 6 days, 0:47:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6207, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.0172 2021-06-21 13:17:09,797 - mmaction - INFO - Epoch [57][880/1879] lr: 1.247e-01, eta: 6 days, 0:47:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6242, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.9534 2021-06-21 13:17:54,659 - mmaction - INFO - Epoch [57][900/1879] lr: 1.247e-01, eta: 6 days, 0:46:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6387, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.9578 2021-06-21 13:18:39,499 - mmaction - INFO - Epoch [57][920/1879] lr: 1.247e-01, eta: 6 days, 0:45:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.9364 2021-06-21 13:19:24,404 - mmaction - INFO - Epoch [57][940/1879] lr: 1.247e-01, eta: 6 days, 0:44:55, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3637, top5_acc: 0.6254, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.9589 2021-06-21 13:20:09,236 - mmaction - INFO - Epoch [57][960/1879] lr: 1.247e-01, eta: 6 days, 0:44:10, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6191, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.9411 2021-06-21 13:20:53,905 - mmaction - INFO - Epoch [57][980/1879] lr: 1.247e-01, eta: 6 days, 0:43:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6168, loss_cls: 2.8443, loss: 2.8443, grad_norm: 1.9202 2021-06-21 13:21:38,663 - mmaction - INFO - Epoch [57][1000/1879] lr: 1.247e-01, eta: 6 days, 0:42:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6387, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.9184 2021-06-21 13:22:23,342 - mmaction - INFO - Epoch [57][1020/1879] lr: 1.247e-01, eta: 6 days, 0:41:54, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6449, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.9327 2021-06-21 13:23:08,179 - mmaction - INFO - Epoch [57][1040/1879] lr: 1.247e-01, eta: 6 days, 0:41:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6352, loss_cls: 2.8168, loss: 2.8168, grad_norm: 1.9158 2021-06-21 13:23:52,948 - mmaction - INFO - Epoch [57][1060/1879] lr: 1.247e-01, eta: 6 days, 0:40:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6266, loss_cls: 2.8629, loss: 2.8629, grad_norm: 1.9444 2021-06-21 13:24:37,739 - mmaction - INFO - Epoch [57][1080/1879] lr: 1.247e-01, eta: 6 days, 0:39:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6383, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.9510 2021-06-21 13:25:22,487 - mmaction - INFO - Epoch [57][1100/1879] lr: 1.247e-01, eta: 6 days, 0:38:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6441, loss_cls: 2.7602, loss: 2.7602, grad_norm: 1.9526 2021-06-21 13:26:07,353 - mmaction - INFO - Epoch [57][1120/1879] lr: 1.247e-01, eta: 6 days, 0:38:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.7414, loss: 2.7414, grad_norm: 1.9625 2021-06-21 13:26:52,023 - mmaction - INFO - Epoch [57][1140/1879] lr: 1.247e-01, eta: 6 days, 0:37:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6305, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.0606 2021-06-21 13:27:36,684 - mmaction - INFO - Epoch [57][1160/1879] lr: 1.247e-01, eta: 6 days, 0:36:37, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6262, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.9178 2021-06-21 13:28:21,543 - mmaction - INFO - Epoch [57][1180/1879] lr: 1.247e-01, eta: 6 days, 0:35:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.9809 2021-06-21 13:29:06,345 - mmaction - INFO - Epoch [57][1200/1879] lr: 1.247e-01, eta: 6 days, 0:35:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6152, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.9710 2021-06-21 13:29:51,301 - mmaction - INFO - Epoch [57][1220/1879] lr: 1.247e-01, eta: 6 days, 0:34:22, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7429, loss: 2.7429, grad_norm: 1.9620 2021-06-21 13:30:35,882 - mmaction - INFO - Epoch [57][1240/1879] lr: 1.247e-01, eta: 6 days, 0:33:37, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6309, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.0210 2021-06-21 13:31:20,543 - mmaction - INFO - Epoch [57][1260/1879] lr: 1.247e-01, eta: 6 days, 0:32:51, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6266, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.9116 2021-06-21 13:32:05,293 - mmaction - INFO - Epoch [57][1280/1879] lr: 1.247e-01, eta: 6 days, 0:32:06, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6352, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.9538 2021-06-21 13:32:50,070 - mmaction - INFO - Epoch [57][1300/1879] lr: 1.247e-01, eta: 6 days, 0:31:21, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6422, loss_cls: 2.7383, loss: 2.7383, grad_norm: 1.9857 2021-06-21 13:33:34,814 - mmaction - INFO - Epoch [57][1320/1879] lr: 1.247e-01, eta: 6 days, 0:30:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6508, loss_cls: 2.7504, loss: 2.7504, grad_norm: 1.9712 2021-06-21 13:34:19,724 - mmaction - INFO - Epoch [57][1340/1879] lr: 1.247e-01, eta: 6 days, 0:29:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6484, loss_cls: 2.6865, loss: 2.6865, grad_norm: 1.9604 2021-06-21 13:35:04,386 - mmaction - INFO - Epoch [57][1360/1879] lr: 1.247e-01, eta: 6 days, 0:29:05, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6312, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.9887 2021-06-21 13:35:49,073 - mmaction - INFO - Epoch [57][1380/1879] lr: 1.247e-01, eta: 6 days, 0:28:20, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6281, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.9635 2021-06-21 13:36:33,957 - mmaction - INFO - Epoch [57][1400/1879] lr: 1.247e-01, eta: 6 days, 0:27:35, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6363, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.9522 2021-06-21 13:37:18,769 - mmaction - INFO - Epoch [57][1420/1879] lr: 1.247e-01, eta: 6 days, 0:26:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7361, loss: 2.7361, grad_norm: 1.9697 2021-06-21 13:38:03,502 - mmaction - INFO - Epoch [57][1440/1879] lr: 1.247e-01, eta: 6 days, 0:26:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3500, top5_acc: 0.6129, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.9611 2021-06-21 13:38:48,287 - mmaction - INFO - Epoch [57][1460/1879] lr: 1.247e-01, eta: 6 days, 0:25:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6340, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.9643 2021-06-21 13:39:33,014 - mmaction - INFO - Epoch [57][1480/1879] lr: 1.247e-01, eta: 6 days, 0:24:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6383, loss_cls: 2.7317, loss: 2.7317, grad_norm: 1.9568 2021-06-21 13:40:17,843 - mmaction - INFO - Epoch [57][1500/1879] lr: 1.247e-01, eta: 6 days, 0:23:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6410, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.0054 2021-06-21 13:41:02,568 - mmaction - INFO - Epoch [57][1520/1879] lr: 1.247e-01, eta: 6 days, 0:23:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6395, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.9926 2021-06-21 13:41:47,301 - mmaction - INFO - Epoch [57][1540/1879] lr: 1.247e-01, eta: 6 days, 0:22:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.9892 2021-06-21 13:42:32,111 - mmaction - INFO - Epoch [57][1560/1879] lr: 1.247e-01, eta: 6 days, 0:21:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6414, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.0320 2021-06-21 13:43:16,776 - mmaction - INFO - Epoch [57][1580/1879] lr: 1.247e-01, eta: 6 days, 0:20:48, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6402, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.9990 2021-06-21 13:44:01,566 - mmaction - INFO - Epoch [57][1600/1879] lr: 1.247e-01, eta: 6 days, 0:20:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.0409 2021-06-21 13:44:46,306 - mmaction - INFO - Epoch [57][1620/1879] lr: 1.247e-01, eta: 6 days, 0:19:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6504, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.9876 2021-06-21 13:45:30,941 - mmaction - INFO - Epoch [57][1640/1879] lr: 1.247e-01, eta: 6 days, 0:18:32, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6254, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0030 2021-06-21 13:46:15,592 - mmaction - INFO - Epoch [57][1660/1879] lr: 1.247e-01, eta: 6 days, 0:17:46, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6230, loss_cls: 2.8647, loss: 2.8647, grad_norm: 1.9289 2021-06-21 13:47:00,384 - mmaction - INFO - Epoch [57][1680/1879] lr: 1.247e-01, eta: 6 days, 0:17:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6402, loss_cls: 2.8016, loss: 2.8016, grad_norm: 1.9744 2021-06-21 13:47:45,119 - mmaction - INFO - Epoch [57][1700/1879] lr: 1.247e-01, eta: 6 days, 0:16:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6383, loss_cls: 2.7582, loss: 2.7582, grad_norm: 1.9426 2021-06-21 13:48:29,885 - mmaction - INFO - Epoch [57][1720/1879] lr: 1.247e-01, eta: 6 days, 0:15:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.0078 2021-06-21 13:49:14,686 - mmaction - INFO - Epoch [57][1740/1879] lr: 1.247e-01, eta: 6 days, 0:14:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6332, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.9674 2021-06-21 13:49:59,564 - mmaction - INFO - Epoch [57][1760/1879] lr: 1.247e-01, eta: 6 days, 0:14:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6285, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.9361 2021-06-21 13:50:44,433 - mmaction - INFO - Epoch [57][1780/1879] lr: 1.247e-01, eta: 6 days, 0:13:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6273, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.9555 2021-06-21 13:51:29,289 - mmaction - INFO - Epoch [57][1800/1879] lr: 1.247e-01, eta: 6 days, 0:12:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6316, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.9431 2021-06-21 13:52:14,053 - mmaction - INFO - Epoch [57][1820/1879] lr: 1.247e-01, eta: 6 days, 0:11:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7664, loss: 2.7664, grad_norm: 1.9108 2021-06-21 13:52:58,709 - mmaction - INFO - Epoch [57][1840/1879] lr: 1.247e-01, eta: 6 days, 0:11:00, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.7157, loss: 2.7157, grad_norm: 1.9699 2021-06-21 13:53:43,413 - mmaction - INFO - Epoch [57][1860/1879] lr: 1.247e-01, eta: 6 days, 0:10:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6328, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.9698 2021-06-21 13:54:26,261 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-06-21 13:55:56,119 - mmaction - INFO - Epoch [58][20/1879] lr: 1.236e-01, eta: 6 days, 0:08:50, time: 4.464, data_time: 2.059, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6473, loss_cls: 2.7732, loss: 2.7732, grad_norm: 1.9399 2021-06-21 13:56:40,979 - mmaction - INFO - Epoch [58][40/1879] lr: 1.236e-01, eta: 6 days, 0:08:05, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6441, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.0019 2021-06-21 13:57:25,806 - mmaction - INFO - Epoch [58][60/1879] lr: 1.236e-01, eta: 6 days, 0:07:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.7183, loss: 2.7183, grad_norm: 1.9227 2021-06-21 13:58:10,590 - mmaction - INFO - Epoch [58][80/1879] lr: 1.236e-01, eta: 6 days, 0:06:35, time: 2.239, data_time: 0.002, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.7645, loss: 2.7645, grad_norm: 1.9563 2021-06-21 13:58:55,519 - mmaction - INFO - Epoch [58][100/1879] lr: 1.236e-01, eta: 6 days, 0:05:50, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.7652, loss: 2.7652, grad_norm: 1.9952 2021-06-21 13:59:40,433 - mmaction - INFO - Epoch [58][120/1879] lr: 1.236e-01, eta: 6 days, 0:05:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6371, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.9263 2021-06-21 14:00:25,308 - mmaction - INFO - Epoch [58][140/1879] lr: 1.236e-01, eta: 6 days, 0:04:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.7490, loss: 2.7490, grad_norm: 1.9644 2021-06-21 14:01:10,236 - mmaction - INFO - Epoch [58][160/1879] lr: 1.236e-01, eta: 6 days, 0:03:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.7387, loss: 2.7387, grad_norm: 1.9985 2021-06-21 14:01:55,121 - mmaction - INFO - Epoch [58][180/1879] lr: 1.236e-01, eta: 6 days, 0:02:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6418, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.9556 2021-06-21 14:02:39,994 - mmaction - INFO - Epoch [58][200/1879] lr: 1.236e-01, eta: 6 days, 0:02:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.9514 2021-06-21 14:03:24,819 - mmaction - INFO - Epoch [58][220/1879] lr: 1.236e-01, eta: 6 days, 0:01:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.1012 2021-06-21 14:04:09,707 - mmaction - INFO - Epoch [58][240/1879] lr: 1.236e-01, eta: 6 days, 0:00:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6332, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.0608 2021-06-21 14:04:54,459 - mmaction - INFO - Epoch [58][260/1879] lr: 1.236e-01, eta: 5 days, 23:59:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.0502 2021-06-21 14:05:39,213 - mmaction - INFO - Epoch [58][280/1879] lr: 1.236e-01, eta: 5 days, 23:59:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6441, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.1898 2021-06-21 14:06:24,008 - mmaction - INFO - Epoch [58][300/1879] lr: 1.236e-01, eta: 5 days, 23:58:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3621, top5_acc: 0.6352, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.1643 2021-06-21 14:07:08,857 - mmaction - INFO - Epoch [58][320/1879] lr: 1.236e-01, eta: 5 days, 23:57:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6316, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9802 2021-06-21 14:07:53,502 - mmaction - INFO - Epoch [58][340/1879] lr: 1.236e-01, eta: 5 days, 23:56:49, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6250, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.0590 2021-06-21 14:08:38,341 - mmaction - INFO - Epoch [58][360/1879] lr: 1.236e-01, eta: 5 days, 23:56:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6184, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.9892 2021-06-21 14:09:23,092 - mmaction - INFO - Epoch [58][380/1879] lr: 1.236e-01, eta: 5 days, 23:55:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.1130 2021-06-21 14:10:07,948 - mmaction - INFO - Epoch [58][400/1879] lr: 1.236e-01, eta: 5 days, 23:54:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6441, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.9868 2021-06-21 14:10:52,755 - mmaction - INFO - Epoch [58][420/1879] lr: 1.236e-01, eta: 5 days, 23:53:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6262, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.9985 2021-06-21 14:11:37,482 - mmaction - INFO - Epoch [58][440/1879] lr: 1.236e-01, eta: 5 days, 23:53:04, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6352, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.9930 2021-06-21 14:12:22,160 - mmaction - INFO - Epoch [58][460/1879] lr: 1.236e-01, eta: 5 days, 23:52:18, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6059, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.0283 2021-06-21 14:13:06,906 - mmaction - INFO - Epoch [58][480/1879] lr: 1.236e-01, eta: 5 days, 23:51:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6359, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.0506 2021-06-21 14:13:51,602 - mmaction - INFO - Epoch [58][500/1879] lr: 1.236e-01, eta: 5 days, 23:50:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6410, loss_cls: 2.7686, loss: 2.7686, grad_norm: 1.9711 2021-06-21 14:14:36,389 - mmaction - INFO - Epoch [58][520/1879] lr: 1.236e-01, eta: 5 days, 23:50:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6121, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.9947 2021-06-21 14:15:21,179 - mmaction - INFO - Epoch [58][540/1879] lr: 1.236e-01, eta: 5 days, 23:49:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6414, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.9876 2021-06-21 14:16:05,894 - mmaction - INFO - Epoch [58][560/1879] lr: 1.236e-01, eta: 5 days, 23:48:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6363, loss_cls: 2.7319, loss: 2.7319, grad_norm: 1.9644 2021-06-21 14:16:50,656 - mmaction - INFO - Epoch [58][580/1879] lr: 1.236e-01, eta: 5 days, 23:47:47, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.0152 2021-06-21 14:17:35,311 - mmaction - INFO - Epoch [58][600/1879] lr: 1.236e-01, eta: 5 days, 23:47:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.9699 2021-06-21 14:18:19,992 - mmaction - INFO - Epoch [58][620/1879] lr: 1.236e-01, eta: 5 days, 23:46:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6262, loss_cls: 2.8412, loss: 2.8412, grad_norm: 1.9798 2021-06-21 14:19:04,853 - mmaction - INFO - Epoch [58][640/1879] lr: 1.236e-01, eta: 5 days, 23:45:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6285, loss_cls: 2.7778, loss: 2.7778, grad_norm: 1.9884 2021-06-21 14:19:49,631 - mmaction - INFO - Epoch [58][660/1879] lr: 1.236e-01, eta: 5 days, 23:44:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6516, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.0200 2021-06-21 14:20:34,458 - mmaction - INFO - Epoch [58][680/1879] lr: 1.236e-01, eta: 5 days, 23:44:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6367, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.1394 2021-06-21 14:21:19,223 - mmaction - INFO - Epoch [58][700/1879] lr: 1.236e-01, eta: 5 days, 23:43:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6312, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.0003 2021-06-21 14:22:03,969 - mmaction - INFO - Epoch [58][720/1879] lr: 1.236e-01, eta: 5 days, 23:42:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.9728 2021-06-21 14:22:48,699 - mmaction - INFO - Epoch [58][740/1879] lr: 1.236e-01, eta: 5 days, 23:41:45, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6324, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.9489 2021-06-21 14:23:33,511 - mmaction - INFO - Epoch [58][760/1879] lr: 1.236e-01, eta: 5 days, 23:41:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6355, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.9809 2021-06-21 14:24:18,298 - mmaction - INFO - Epoch [58][780/1879] lr: 1.236e-01, eta: 5 days, 23:40:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7459, loss: 2.7459, grad_norm: 1.9532 2021-06-21 14:25:03,110 - mmaction - INFO - Epoch [58][800/1879] lr: 1.236e-01, eta: 5 days, 23:39:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6418, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.9419 2021-06-21 14:25:47,879 - mmaction - INFO - Epoch [58][820/1879] lr: 1.236e-01, eta: 5 days, 23:38:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6344, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.0838 2021-06-21 14:26:32,761 - mmaction - INFO - Epoch [58][840/1879] lr: 1.236e-01, eta: 5 days, 23:37:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6207, loss_cls: 2.8702, loss: 2.8702, grad_norm: 2.0189 2021-06-21 14:27:17,565 - mmaction - INFO - Epoch [58][860/1879] lr: 1.236e-01, eta: 5 days, 23:37:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.0184 2021-06-21 14:28:02,302 - mmaction - INFO - Epoch [58][880/1879] lr: 1.236e-01, eta: 5 days, 23:36:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6309, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.0496 2021-06-21 14:28:47,104 - mmaction - INFO - Epoch [58][900/1879] lr: 1.236e-01, eta: 5 days, 23:35:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6480, loss_cls: 2.7325, loss: 2.7325, grad_norm: 1.9869 2021-06-21 14:29:31,754 - mmaction - INFO - Epoch [58][920/1879] lr: 1.236e-01, eta: 5 days, 23:34:58, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6387, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.0580 2021-06-21 14:30:16,442 - mmaction - INFO - Epoch [58][940/1879] lr: 1.236e-01, eta: 5 days, 23:34:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6309, loss_cls: 2.8508, loss: 2.8508, grad_norm: 2.0001 2021-06-21 14:31:01,260 - mmaction - INFO - Epoch [58][960/1879] lr: 1.236e-01, eta: 5 days, 23:33:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6266, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.1193 2021-06-21 14:31:46,057 - mmaction - INFO - Epoch [58][980/1879] lr: 1.236e-01, eta: 5 days, 23:32:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6332, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.0200 2021-06-21 14:32:30,871 - mmaction - INFO - Epoch [58][1000/1879] lr: 1.236e-01, eta: 5 days, 23:31:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.7952, loss: 2.7952, grad_norm: 1.9717 2021-06-21 14:33:15,623 - mmaction - INFO - Epoch [58][1020/1879] lr: 1.236e-01, eta: 5 days, 23:31:12, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6160, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.9209 2021-06-21 14:34:00,365 - mmaction - INFO - Epoch [58][1040/1879] lr: 1.236e-01, eta: 5 days, 23:30:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6402, loss_cls: 2.7787, loss: 2.7787, grad_norm: 1.9802 2021-06-21 14:34:45,235 - mmaction - INFO - Epoch [58][1060/1879] lr: 1.236e-01, eta: 5 days, 23:29:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6477, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.0388 2021-06-21 14:35:30,075 - mmaction - INFO - Epoch [58][1080/1879] lr: 1.236e-01, eta: 5 days, 23:28:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6488, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.0342 2021-06-21 14:36:14,738 - mmaction - INFO - Epoch [58][1100/1879] lr: 1.236e-01, eta: 5 days, 23:28:11, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6258, loss_cls: 2.8604, loss: 2.8604, grad_norm: 2.0411 2021-06-21 14:36:59,602 - mmaction - INFO - Epoch [58][1120/1879] lr: 1.236e-01, eta: 5 days, 23:27:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8412, loss: 2.8412, grad_norm: 2.0467 2021-06-21 14:37:44,341 - mmaction - INFO - Epoch [58][1140/1879] lr: 1.236e-01, eta: 5 days, 23:26:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6324, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.9910 2021-06-21 14:38:29,163 - mmaction - INFO - Epoch [58][1160/1879] lr: 1.236e-01, eta: 5 days, 23:25:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6402, loss_cls: 2.7664, loss: 2.7664, grad_norm: 1.9998 2021-06-21 14:39:13,900 - mmaction - INFO - Epoch [58][1180/1879] lr: 1.236e-01, eta: 5 days, 23:25:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6348, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.2104 2021-06-21 14:39:58,604 - mmaction - INFO - Epoch [58][1200/1879] lr: 1.236e-01, eta: 5 days, 23:24:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.9696 2021-06-21 14:40:43,455 - mmaction - INFO - Epoch [58][1220/1879] lr: 1.236e-01, eta: 5 days, 23:23:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6254, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.0064 2021-06-21 14:41:28,194 - mmaction - INFO - Epoch [58][1240/1879] lr: 1.236e-01, eta: 5 days, 23:22:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3559, top5_acc: 0.6320, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.0138 2021-06-21 14:42:12,955 - mmaction - INFO - Epoch [58][1260/1879] lr: 1.236e-01, eta: 5 days, 23:22:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6383, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.0080 2021-06-21 14:42:57,702 - mmaction - INFO - Epoch [58][1280/1879] lr: 1.236e-01, eta: 5 days, 23:21:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.9985 2021-06-21 14:43:42,480 - mmaction - INFO - Epoch [58][1300/1879] lr: 1.236e-01, eta: 5 days, 23:20:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.0634 2021-06-21 14:44:27,160 - mmaction - INFO - Epoch [58][1320/1879] lr: 1.236e-01, eta: 5 days, 23:19:54, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6344, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.9880 2021-06-21 14:45:11,867 - mmaction - INFO - Epoch [58][1340/1879] lr: 1.236e-01, eta: 5 days, 23:19:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6422, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.0411 2021-06-21 14:45:56,565 - mmaction - INFO - Epoch [58][1360/1879] lr: 1.236e-01, eta: 5 days, 23:18:23, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6238, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.0275 2021-06-21 14:46:41,434 - mmaction - INFO - Epoch [58][1380/1879] lr: 1.236e-01, eta: 5 days, 23:17:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.0860 2021-06-21 14:47:26,155 - mmaction - INFO - Epoch [58][1400/1879] lr: 1.236e-01, eta: 5 days, 23:16:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6379, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.0513 2021-06-21 14:48:10,856 - mmaction - INFO - Epoch [58][1420/1879] lr: 1.236e-01, eta: 5 days, 23:16:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6203, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.0113 2021-06-21 14:48:55,779 - mmaction - INFO - Epoch [58][1440/1879] lr: 1.236e-01, eta: 5 days, 23:15:23, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.0796 2021-06-21 14:49:40,501 - mmaction - INFO - Epoch [58][1460/1879] lr: 1.236e-01, eta: 5 days, 23:14:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6379, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.9565 2021-06-21 14:50:25,230 - mmaction - INFO - Epoch [58][1480/1879] lr: 1.236e-01, eta: 5 days, 23:13:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6273, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.9735 2021-06-21 14:51:10,084 - mmaction - INFO - Epoch [58][1500/1879] lr: 1.236e-01, eta: 5 days, 23:13:07, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6242, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.0428 2021-06-21 14:51:54,798 - mmaction - INFO - Epoch [58][1520/1879] lr: 1.236e-01, eta: 5 days, 23:12:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.0355 2021-06-21 14:52:39,488 - mmaction - INFO - Epoch [58][1540/1879] lr: 1.236e-01, eta: 5 days, 23:11:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.9441 2021-06-21 14:53:24,272 - mmaction - INFO - Epoch [58][1560/1879] lr: 1.236e-01, eta: 5 days, 23:10:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6449, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.0158 2021-06-21 14:54:08,907 - mmaction - INFO - Epoch [58][1580/1879] lr: 1.236e-01, eta: 5 days, 23:10:06, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6367, loss_cls: 2.7969, loss: 2.7969, grad_norm: 1.9921 2021-06-21 14:54:53,710 - mmaction - INFO - Epoch [58][1600/1879] lr: 1.236e-01, eta: 5 days, 23:09:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6445, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.0403 2021-06-21 14:55:38,415 - mmaction - INFO - Epoch [58][1620/1879] lr: 1.236e-01, eta: 5 days, 23:08:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.0283 2021-06-21 14:56:23,090 - mmaction - INFO - Epoch [58][1640/1879] lr: 1.236e-01, eta: 5 days, 23:07:50, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3574, top5_acc: 0.6242, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.9301 2021-06-21 14:57:07,906 - mmaction - INFO - Epoch [58][1660/1879] lr: 1.236e-01, eta: 5 days, 23:07:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.9121 2021-06-21 14:57:52,694 - mmaction - INFO - Epoch [58][1680/1879] lr: 1.236e-01, eta: 5 days, 23:06:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6488, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.9597 2021-06-21 14:58:37,515 - mmaction - INFO - Epoch [58][1700/1879] lr: 1.236e-01, eta: 5 days, 23:05:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6387, loss_cls: 2.7154, loss: 2.7154, grad_norm: 1.9637 2021-06-21 14:59:22,302 - mmaction - INFO - Epoch [58][1720/1879] lr: 1.236e-01, eta: 5 days, 23:04:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6316, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.0274 2021-06-21 15:00:07,002 - mmaction - INFO - Epoch [58][1740/1879] lr: 1.236e-01, eta: 5 days, 23:04:04, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6223, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.2683 2021-06-21 15:00:51,844 - mmaction - INFO - Epoch [58][1760/1879] lr: 1.236e-01, eta: 5 days, 23:03:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.0178 2021-06-21 15:01:36,590 - mmaction - INFO - Epoch [58][1780/1879] lr: 1.236e-01, eta: 5 days, 23:02:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.9649 2021-06-21 15:02:21,317 - mmaction - INFO - Epoch [58][1800/1879] lr: 1.236e-01, eta: 5 days, 23:01:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6324, loss_cls: 2.8059, loss: 2.8059, grad_norm: 1.9558 2021-06-21 15:03:06,097 - mmaction - INFO - Epoch [58][1820/1879] lr: 1.236e-01, eta: 5 days, 23:01:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.0010 2021-06-21 15:03:50,972 - mmaction - INFO - Epoch [58][1840/1879] lr: 1.236e-01, eta: 5 days, 23:00:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6379, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.0028 2021-06-21 15:04:35,673 - mmaction - INFO - Epoch [58][1860/1879] lr: 1.236e-01, eta: 5 days, 22:59:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6301, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.9904 2021-06-21 15:05:18,539 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-06-21 15:06:47,604 - mmaction - INFO - Epoch [59][20/1879] lr: 1.224e-01, eta: 5 days, 22:58:08, time: 4.432, data_time: 2.137, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6410, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.0200 2021-06-21 15:07:32,465 - mmaction - INFO - Epoch [59][40/1879] lr: 1.224e-01, eta: 5 days, 22:57:23, time: 2.243, data_time: 0.004, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6355, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.0073 2021-06-21 15:08:17,333 - mmaction - INFO - Epoch [59][60/1879] lr: 1.224e-01, eta: 5 days, 22:56:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.9988 2021-06-21 15:09:02,163 - mmaction - INFO - Epoch [59][80/1879] lr: 1.224e-01, eta: 5 days, 22:55:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6328, loss_cls: 2.7686, loss: 2.7686, grad_norm: 1.9752 2021-06-21 15:09:47,165 - mmaction - INFO - Epoch [59][100/1879] lr: 1.224e-01, eta: 5 days, 22:55:08, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.9839 2021-06-21 15:10:32,034 - mmaction - INFO - Epoch [59][120/1879] lr: 1.224e-01, eta: 5 days, 22:54:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6430, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.9832 2021-06-21 15:11:16,978 - mmaction - INFO - Epoch [59][140/1879] lr: 1.224e-01, eta: 5 days, 22:53:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6391, loss_cls: 2.7870, loss: 2.7870, grad_norm: 1.9375 2021-06-21 15:12:01,782 - mmaction - INFO - Epoch [59][160/1879] lr: 1.224e-01, eta: 5 days, 22:52:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3566, top5_acc: 0.6168, loss_cls: 2.8761, loss: 2.8761, grad_norm: 2.6243 2021-06-21 15:12:46,660 - mmaction - INFO - Epoch [59][180/1879] lr: 1.224e-01, eta: 5 days, 22:52:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3520, top5_acc: 0.6066, loss_cls: 2.9482, loss: 2.9482, grad_norm: 2.1903 2021-06-21 15:13:31,534 - mmaction - INFO - Epoch [59][200/1879] lr: 1.224e-01, eta: 5 days, 22:51:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3469, top5_acc: 0.6242, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.0869 2021-06-21 15:14:16,442 - mmaction - INFO - Epoch [59][220/1879] lr: 1.224e-01, eta: 5 days, 22:50:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.0646 2021-06-21 15:15:01,377 - mmaction - INFO - Epoch [59][240/1879] lr: 1.224e-01, eta: 5 days, 22:49:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.9933 2021-06-21 15:15:46,311 - mmaction - INFO - Epoch [59][260/1879] lr: 1.224e-01, eta: 5 days, 22:49:08, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6316, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.9468 2021-06-21 15:16:31,036 - mmaction - INFO - Epoch [59][280/1879] lr: 1.224e-01, eta: 5 days, 22:48:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.9785 2021-06-21 15:17:15,771 - mmaction - INFO - Epoch [59][300/1879] lr: 1.224e-01, eta: 5 days, 22:47:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6449, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.0008 2021-06-21 15:18:00,560 - mmaction - INFO - Epoch [59][320/1879] lr: 1.224e-01, eta: 5 days, 22:46:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6465, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.9302 2021-06-21 15:18:45,479 - mmaction - INFO - Epoch [59][340/1879] lr: 1.224e-01, eta: 5 days, 22:46:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6309, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.0022 2021-06-21 15:19:30,235 - mmaction - INFO - Epoch [59][360/1879] lr: 1.224e-01, eta: 5 days, 22:45:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6430, loss_cls: 2.8194, loss: 2.8194, grad_norm: 1.9773 2021-06-21 15:20:14,953 - mmaction - INFO - Epoch [59][380/1879] lr: 1.224e-01, eta: 5 days, 22:44:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6402, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.9908 2021-06-21 15:20:59,715 - mmaction - INFO - Epoch [59][400/1879] lr: 1.224e-01, eta: 5 days, 22:43:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6215, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.9493 2021-06-21 15:21:44,445 - mmaction - INFO - Epoch [59][420/1879] lr: 1.224e-01, eta: 5 days, 22:43:07, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6250, loss_cls: 2.8053, loss: 2.8053, grad_norm: 1.9634 2021-06-21 15:22:29,146 - mmaction - INFO - Epoch [59][440/1879] lr: 1.224e-01, eta: 5 days, 22:42:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6500, loss_cls: 2.7708, loss: 2.7708, grad_norm: 1.9963 2021-06-21 15:23:13,988 - mmaction - INFO - Epoch [59][460/1879] lr: 1.224e-01, eta: 5 days, 22:41:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6500, loss_cls: 2.7326, loss: 2.7326, grad_norm: 1.9434 2021-06-21 15:23:58,866 - mmaction - INFO - Epoch [59][480/1879] lr: 1.224e-01, eta: 5 days, 22:40:51, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6234, loss_cls: 2.8491, loss: 2.8491, grad_norm: 1.9500 2021-06-21 15:24:43,667 - mmaction - INFO - Epoch [59][500/1879] lr: 1.224e-01, eta: 5 days, 22:40:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6355, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.9368 2021-06-21 15:25:28,362 - mmaction - INFO - Epoch [59][520/1879] lr: 1.224e-01, eta: 5 days, 22:39:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6469, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1599 2021-06-21 15:26:13,219 - mmaction - INFO - Epoch [59][540/1879] lr: 1.224e-01, eta: 5 days, 22:38:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3590, top5_acc: 0.6281, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.9788 2021-06-21 15:26:58,013 - mmaction - INFO - Epoch [59][560/1879] lr: 1.224e-01, eta: 5 days, 22:37:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6371, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.0000 2021-06-21 15:27:42,864 - mmaction - INFO - Epoch [59][580/1879] lr: 1.224e-01, eta: 5 days, 22:37:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6422, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.9389 2021-06-21 15:28:27,630 - mmaction - INFO - Epoch [59][600/1879] lr: 1.224e-01, eta: 5 days, 22:36:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6383, loss_cls: 2.7680, loss: 2.7680, grad_norm: 1.9960 2021-06-21 15:29:12,321 - mmaction - INFO - Epoch [59][620/1879] lr: 1.224e-01, eta: 5 days, 22:35:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6586, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.0030 2021-06-21 15:29:57,173 - mmaction - INFO - Epoch [59][640/1879] lr: 1.224e-01, eta: 5 days, 22:34:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6281, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.9983 2021-06-21 15:30:41,969 - mmaction - INFO - Epoch [59][660/1879] lr: 1.224e-01, eta: 5 days, 22:34:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6277, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.9187 2021-06-21 15:31:26,784 - mmaction - INFO - Epoch [59][680/1879] lr: 1.224e-01, eta: 5 days, 22:33:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3543, top5_acc: 0.6230, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.9794 2021-06-21 15:32:11,636 - mmaction - INFO - Epoch [59][700/1879] lr: 1.224e-01, eta: 5 days, 22:32:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.9557 2021-06-21 15:32:56,478 - mmaction - INFO - Epoch [59][720/1879] lr: 1.224e-01, eta: 5 days, 22:31:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6238, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.9115 2021-06-21 15:33:41,414 - mmaction - INFO - Epoch [59][740/1879] lr: 1.224e-01, eta: 5 days, 22:31:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6254, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.9337 2021-06-21 15:34:26,280 - mmaction - INFO - Epoch [59][760/1879] lr: 1.224e-01, eta: 5 days, 22:30:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7295, loss: 2.7295, grad_norm: 1.9413 2021-06-21 15:35:11,006 - mmaction - INFO - Epoch [59][780/1879] lr: 1.224e-01, eta: 5 days, 22:29:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6320, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.9093 2021-06-21 15:35:55,726 - mmaction - INFO - Epoch [59][800/1879] lr: 1.224e-01, eta: 5 days, 22:28:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6383, loss_cls: 2.7726, loss: 2.7726, grad_norm: 1.9320 2021-06-21 15:36:40,572 - mmaction - INFO - Epoch [59][820/1879] lr: 1.224e-01, eta: 5 days, 22:28:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6293, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.9213 2021-06-21 15:37:25,371 - mmaction - INFO - Epoch [59][840/1879] lr: 1.224e-01, eta: 5 days, 22:27:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.9536 2021-06-21 15:38:10,184 - mmaction - INFO - Epoch [59][860/1879] lr: 1.224e-01, eta: 5 days, 22:26:34, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6289, loss_cls: 2.7422, loss: 2.7422, grad_norm: 1.9799 2021-06-21 15:38:55,034 - mmaction - INFO - Epoch [59][880/1879] lr: 1.224e-01, eta: 5 days, 22:25:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6359, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.9422 2021-06-21 15:39:39,936 - mmaction - INFO - Epoch [59][900/1879] lr: 1.224e-01, eta: 5 days, 22:25:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6363, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.9447 2021-06-21 15:40:24,853 - mmaction - INFO - Epoch [59][920/1879] lr: 1.224e-01, eta: 5 days, 22:24:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6234, loss_cls: 2.8429, loss: 2.8429, grad_norm: 1.9948 2021-06-21 15:41:09,631 - mmaction - INFO - Epoch [59][940/1879] lr: 1.224e-01, eta: 5 days, 22:23:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6430, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.9688 2021-06-21 15:41:54,540 - mmaction - INFO - Epoch [59][960/1879] lr: 1.224e-01, eta: 5 days, 22:22:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6508, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.0488 2021-06-21 15:42:39,229 - mmaction - INFO - Epoch [59][980/1879] lr: 1.224e-01, eta: 5 days, 22:22:04, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6285, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.9757 2021-06-21 15:43:24,025 - mmaction - INFO - Epoch [59][1000/1879] lr: 1.224e-01, eta: 5 days, 22:21:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6387, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.9935 2021-06-21 15:44:08,876 - mmaction - INFO - Epoch [59][1020/1879] lr: 1.224e-01, eta: 5 days, 22:20:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6445, loss_cls: 2.7425, loss: 2.7425, grad_norm: 1.9423 2021-06-21 15:44:53,641 - mmaction - INFO - Epoch [59][1040/1879] lr: 1.224e-01, eta: 5 days, 22:19:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6199, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.9420 2021-06-21 15:45:38,455 - mmaction - INFO - Epoch [59][1060/1879] lr: 1.224e-01, eta: 5 days, 22:19:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6477, loss_cls: 2.7094, loss: 2.7094, grad_norm: 1.9559 2021-06-21 15:46:23,199 - mmaction - INFO - Epoch [59][1080/1879] lr: 1.224e-01, eta: 5 days, 22:18:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6449, loss_cls: 2.7051, loss: 2.7051, grad_norm: 1.9506 2021-06-21 15:47:07,980 - mmaction - INFO - Epoch [59][1100/1879] lr: 1.224e-01, eta: 5 days, 22:17:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6355, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.0409 2021-06-21 15:47:52,783 - mmaction - INFO - Epoch [59][1120/1879] lr: 1.224e-01, eta: 5 days, 22:16:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6457, loss_cls: 2.7397, loss: 2.7397, grad_norm: 1.9726 2021-06-21 15:48:37,666 - mmaction - INFO - Epoch [59][1140/1879] lr: 1.224e-01, eta: 5 days, 22:16:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6516, loss_cls: 2.7178, loss: 2.7178, grad_norm: 1.9792 2021-06-21 15:49:22,413 - mmaction - INFO - Epoch [59][1160/1879] lr: 1.224e-01, eta: 5 days, 22:15:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6578, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.9594 2021-06-21 15:50:07,268 - mmaction - INFO - Epoch [59][1180/1879] lr: 1.224e-01, eta: 5 days, 22:14:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7655, loss: 2.7655, grad_norm: 1.9754 2021-06-21 15:50:51,842 - mmaction - INFO - Epoch [59][1200/1879] lr: 1.224e-01, eta: 5 days, 22:13:47, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6410, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.9900 2021-06-21 15:51:36,657 - mmaction - INFO - Epoch [59][1220/1879] lr: 1.224e-01, eta: 5 days, 22:13:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6281, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.0301 2021-06-21 15:52:21,460 - mmaction - INFO - Epoch [59][1240/1879] lr: 1.224e-01, eta: 5 days, 22:12:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.0248 2021-06-21 15:53:06,250 - mmaction - INFO - Epoch [59][1260/1879] lr: 1.224e-01, eta: 5 days, 22:11:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.8577 2021-06-21 15:53:51,086 - mmaction - INFO - Epoch [59][1280/1879] lr: 1.224e-01, eta: 5 days, 22:10:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6402, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.0027 2021-06-21 15:54:35,833 - mmaction - INFO - Epoch [59][1300/1879] lr: 1.224e-01, eta: 5 days, 22:10:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6250, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.9749 2021-06-21 15:55:20,518 - mmaction - INFO - Epoch [59][1320/1879] lr: 1.224e-01, eta: 5 days, 22:09:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6270, loss_cls: 2.8187, loss: 2.8187, grad_norm: 2.0312 2021-06-21 15:56:05,412 - mmaction - INFO - Epoch [59][1340/1879] lr: 1.224e-01, eta: 5 days, 22:08:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6367, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.9766 2021-06-21 15:56:50,155 - mmaction - INFO - Epoch [59][1360/1879] lr: 1.224e-01, eta: 5 days, 22:07:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6418, loss_cls: 2.7296, loss: 2.7296, grad_norm: 1.9490 2021-06-21 15:57:34,961 - mmaction - INFO - Epoch [59][1380/1879] lr: 1.224e-01, eta: 5 days, 22:07:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.9378 2021-06-21 15:58:19,669 - mmaction - INFO - Epoch [59][1400/1879] lr: 1.224e-01, eta: 5 days, 22:06:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6355, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.0117 2021-06-21 15:59:04,493 - mmaction - INFO - Epoch [59][1420/1879] lr: 1.224e-01, eta: 5 days, 22:05:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6305, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.9483 2021-06-21 15:59:49,228 - mmaction - INFO - Epoch [59][1440/1879] lr: 1.224e-01, eta: 5 days, 22:04:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6367, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.9063 2021-06-21 16:00:34,045 - mmaction - INFO - Epoch [59][1460/1879] lr: 1.224e-01, eta: 5 days, 22:04:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6242, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9687 2021-06-21 16:01:18,844 - mmaction - INFO - Epoch [59][1480/1879] lr: 1.224e-01, eta: 5 days, 22:03:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6445, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.9108 2021-06-21 16:02:03,573 - mmaction - INFO - Epoch [59][1500/1879] lr: 1.224e-01, eta: 5 days, 22:02:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6395, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.9454 2021-06-21 16:02:48,410 - mmaction - INFO - Epoch [59][1520/1879] lr: 1.224e-01, eta: 5 days, 22:01:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6441, loss_cls: 2.7132, loss: 2.7132, grad_norm: 1.9146 2021-06-21 16:03:33,116 - mmaction - INFO - Epoch [59][1540/1879] lr: 1.224e-01, eta: 5 days, 22:00:59, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6273, loss_cls: 2.7945, loss: 2.7945, grad_norm: 1.9752 2021-06-21 16:04:17,828 - mmaction - INFO - Epoch [59][1560/1879] lr: 1.224e-01, eta: 5 days, 22:00:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6391, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.9972 2021-06-21 16:05:02,571 - mmaction - INFO - Epoch [59][1580/1879] lr: 1.224e-01, eta: 5 days, 21:59:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6391, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.9925 2021-06-21 16:05:47,305 - mmaction - INFO - Epoch [59][1600/1879] lr: 1.224e-01, eta: 5 days, 21:58:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6367, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.9917 2021-06-21 16:06:32,227 - mmaction - INFO - Epoch [59][1620/1879] lr: 1.224e-01, eta: 5 days, 21:57:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6398, loss_cls: 2.8024, loss: 2.8024, grad_norm: 1.9761 2021-06-21 16:07:16,985 - mmaction - INFO - Epoch [59][1640/1879] lr: 1.224e-01, eta: 5 days, 21:57:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6340, loss_cls: 2.8043, loss: 2.8043, grad_norm: 1.9579 2021-06-21 16:08:01,650 - mmaction - INFO - Epoch [59][1660/1879] lr: 1.224e-01, eta: 5 days, 21:56:28, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6398, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.9699 2021-06-21 16:08:46,364 - mmaction - INFO - Epoch [59][1680/1879] lr: 1.224e-01, eta: 5 days, 21:55:43, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.7985, loss: 2.7985, grad_norm: 1.9698 2021-06-21 16:09:31,135 - mmaction - INFO - Epoch [59][1700/1879] lr: 1.224e-01, eta: 5 days, 21:54:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6387, loss_cls: 2.7666, loss: 2.7666, grad_norm: 1.9896 2021-06-21 16:10:15,878 - mmaction - INFO - Epoch [59][1720/1879] lr: 1.224e-01, eta: 5 days, 21:54:12, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6207, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.9488 2021-06-21 16:11:00,521 - mmaction - INFO - Epoch [59][1740/1879] lr: 1.224e-01, eta: 5 days, 21:53:27, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.9718 2021-06-21 16:11:45,222 - mmaction - INFO - Epoch [59][1760/1879] lr: 1.224e-01, eta: 5 days, 21:52:41, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3582, top5_acc: 0.6238, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.9673 2021-06-21 16:12:29,877 - mmaction - INFO - Epoch [59][1780/1879] lr: 1.224e-01, eta: 5 days, 21:51:56, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7701, loss: 2.7701, grad_norm: 1.9083 2021-06-21 16:13:14,718 - mmaction - INFO - Epoch [59][1800/1879] lr: 1.224e-01, eta: 5 days, 21:51:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6352, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.9668 2021-06-21 16:13:59,478 - mmaction - INFO - Epoch [59][1820/1879] lr: 1.224e-01, eta: 5 days, 21:50:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6371, loss_cls: 2.7614, loss: 2.7614, grad_norm: 1.9892 2021-06-21 16:14:44,257 - mmaction - INFO - Epoch [59][1840/1879] lr: 1.224e-01, eta: 5 days, 21:49:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6320, loss_cls: 2.7632, loss: 2.7632, grad_norm: 1.9549 2021-06-21 16:15:29,191 - mmaction - INFO - Epoch [59][1860/1879] lr: 1.224e-01, eta: 5 days, 21:48:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6473, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.9813 2021-06-21 16:16:12,333 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-06-21 16:17:42,673 - mmaction - INFO - Epoch [60][20/1879] lr: 1.212e-01, eta: 5 days, 21:47:33, time: 4.500, data_time: 2.175, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6457, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.0008 2021-06-21 16:18:27,677 - mmaction - INFO - Epoch [60][40/1879] lr: 1.212e-01, eta: 5 days, 21:46:48, time: 2.250, data_time: 0.003, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6379, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.9879 2021-06-21 16:19:12,816 - mmaction - INFO - Epoch [60][60/1879] lr: 1.212e-01, eta: 5 days, 21:46:04, time: 2.257, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6566, loss_cls: 2.6809, loss: 2.6809, grad_norm: 1.9801 2021-06-21 16:19:57,764 - mmaction - INFO - Epoch [60][80/1879] lr: 1.212e-01, eta: 5 days, 21:45:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6473, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.0371 2021-06-21 16:20:42,644 - mmaction - INFO - Epoch [60][100/1879] lr: 1.212e-01, eta: 5 days, 21:44:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6574, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.0180 2021-06-21 16:21:27,505 - mmaction - INFO - Epoch [60][120/1879] lr: 1.212e-01, eta: 5 days, 21:43:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6395, loss_cls: 2.7664, loss: 2.7664, grad_norm: 1.9871 2021-06-21 16:22:12,222 - mmaction - INFO - Epoch [60][140/1879] lr: 1.212e-01, eta: 5 days, 21:43:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6316, loss_cls: 2.7912, loss: 2.7912, grad_norm: 1.9942 2021-06-21 16:22:57,187 - mmaction - INFO - Epoch [60][160/1879] lr: 1.212e-01, eta: 5 days, 21:42:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6422, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.9496 2021-06-21 16:23:41,991 - mmaction - INFO - Epoch [60][180/1879] lr: 1.212e-01, eta: 5 days, 21:41:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7444, loss: 2.7444, grad_norm: 1.9679 2021-06-21 16:24:26,802 - mmaction - INFO - Epoch [60][200/1879] lr: 1.212e-01, eta: 5 days, 21:40:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6410, loss_cls: 2.7403, loss: 2.7403, grad_norm: 1.9740 2021-06-21 16:25:11,652 - mmaction - INFO - Epoch [60][220/1879] lr: 1.212e-01, eta: 5 days, 21:40:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.7607, loss: 2.7607, grad_norm: 1.9990 2021-06-21 16:25:56,454 - mmaction - INFO - Epoch [60][240/1879] lr: 1.212e-01, eta: 5 days, 21:39:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6316, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.0341 2021-06-21 16:26:41,316 - mmaction - INFO - Epoch [60][260/1879] lr: 1.212e-01, eta: 5 days, 21:38:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6398, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.9683 2021-06-21 16:27:26,077 - mmaction - INFO - Epoch [60][280/1879] lr: 1.212e-01, eta: 5 days, 21:37:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6379, loss_cls: 2.7594, loss: 2.7594, grad_norm: 1.9630 2021-06-21 16:28:10,925 - mmaction - INFO - Epoch [60][300/1879] lr: 1.212e-01, eta: 5 days, 21:37:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6496, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.0353 2021-06-21 16:28:55,773 - mmaction - INFO - Epoch [60][320/1879] lr: 1.212e-01, eta: 5 days, 21:36:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6535, loss_cls: 2.6944, loss: 2.6944, grad_norm: 1.9056 2021-06-21 16:29:40,621 - mmaction - INFO - Epoch [60][340/1879] lr: 1.212e-01, eta: 5 days, 21:35:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6277, loss_cls: 2.8174, loss: 2.8174, grad_norm: 1.9633 2021-06-21 16:30:25,432 - mmaction - INFO - Epoch [60][360/1879] lr: 1.212e-01, eta: 5 days, 21:34:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6281, loss_cls: 2.8249, loss: 2.8249, grad_norm: 2.0383 2021-06-21 16:31:10,286 - mmaction - INFO - Epoch [60][380/1879] lr: 1.212e-01, eta: 5 days, 21:34:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6387, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0111 2021-06-21 16:31:55,032 - mmaction - INFO - Epoch [60][400/1879] lr: 1.212e-01, eta: 5 days, 21:33:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6434, loss_cls: 2.7682, loss: 2.7682, grad_norm: 1.9877 2021-06-21 16:32:39,870 - mmaction - INFO - Epoch [60][420/1879] lr: 1.212e-01, eta: 5 days, 21:32:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.9402 2021-06-21 16:33:24,809 - mmaction - INFO - Epoch [60][440/1879] lr: 1.212e-01, eta: 5 days, 21:31:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6512, loss_cls: 2.7122, loss: 2.7122, grad_norm: 1.9141 2021-06-21 16:34:09,564 - mmaction - INFO - Epoch [60][460/1879] lr: 1.212e-01, eta: 5 days, 21:31:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6238, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.9762 2021-06-21 16:34:54,334 - mmaction - INFO - Epoch [60][480/1879] lr: 1.212e-01, eta: 5 days, 21:30:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3688, top5_acc: 0.6383, loss_cls: 2.7471, loss: 2.7471, grad_norm: 1.9492 2021-06-21 16:35:39,163 - mmaction - INFO - Epoch [60][500/1879] lr: 1.212e-01, eta: 5 days, 21:29:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6461, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.9818 2021-06-21 16:36:24,060 - mmaction - INFO - Epoch [60][520/1879] lr: 1.212e-01, eta: 5 days, 21:28:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3605, top5_acc: 0.6273, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.9929 2021-06-21 16:37:08,956 - mmaction - INFO - Epoch [60][540/1879] lr: 1.212e-01, eta: 5 days, 21:28:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6465, loss_cls: 2.7178, loss: 2.7178, grad_norm: 1.9749 2021-06-21 16:37:53,611 - mmaction - INFO - Epoch [60][560/1879] lr: 1.212e-01, eta: 5 days, 21:27:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6414, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.9920 2021-06-21 16:38:38,308 - mmaction - INFO - Epoch [60][580/1879] lr: 1.212e-01, eta: 5 days, 21:26:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6379, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.0053 2021-06-21 16:39:23,153 - mmaction - INFO - Epoch [60][600/1879] lr: 1.212e-01, eta: 5 days, 21:25:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6461, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.0062 2021-06-21 16:40:07,921 - mmaction - INFO - Epoch [60][620/1879] lr: 1.212e-01, eta: 5 days, 21:25:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6371, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.9495 2021-06-21 16:40:52,620 - mmaction - INFO - Epoch [60][640/1879] lr: 1.212e-01, eta: 5 days, 21:24:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6484, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.9959 2021-06-21 16:41:37,447 - mmaction - INFO - Epoch [60][660/1879] lr: 1.212e-01, eta: 5 days, 21:23:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6430, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.9912 2021-06-21 16:42:22,234 - mmaction - INFO - Epoch [60][680/1879] lr: 1.212e-01, eta: 5 days, 21:22:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6488, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.0234 2021-06-21 16:43:07,005 - mmaction - INFO - Epoch [60][700/1879] lr: 1.212e-01, eta: 5 days, 21:22:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6426, loss_cls: 2.7979, loss: 2.7979, grad_norm: 1.9553 2021-06-21 16:43:51,941 - mmaction - INFO - Epoch [60][720/1879] lr: 1.212e-01, eta: 5 days, 21:21:16, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7362, loss: 2.7362, grad_norm: 1.9751 2021-06-21 16:44:36,696 - mmaction - INFO - Epoch [60][740/1879] lr: 1.212e-01, eta: 5 days, 21:20:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6441, loss_cls: 2.7735, loss: 2.7735, grad_norm: 1.9312 2021-06-21 16:45:21,527 - mmaction - INFO - Epoch [60][760/1879] lr: 1.212e-01, eta: 5 days, 21:19:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6434, loss_cls: 2.7509, loss: 2.7509, grad_norm: 1.9763 2021-06-21 16:46:06,502 - mmaction - INFO - Epoch [60][780/1879] lr: 1.212e-01, eta: 5 days, 21:19:01, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6348, loss_cls: 2.7641, loss: 2.7641, grad_norm: 1.9915 2021-06-21 16:46:51,278 - mmaction - INFO - Epoch [60][800/1879] lr: 1.212e-01, eta: 5 days, 21:18:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.0009 2021-06-21 16:47:36,077 - mmaction - INFO - Epoch [60][820/1879] lr: 1.212e-01, eta: 5 days, 21:17:31, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6230, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.0190 2021-06-21 16:48:20,853 - mmaction - INFO - Epoch [60][840/1879] lr: 1.212e-01, eta: 5 days, 21:16:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6301, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.0045 2021-06-21 16:49:05,556 - mmaction - INFO - Epoch [60][860/1879] lr: 1.212e-01, eta: 5 days, 21:16:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6273, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.9634 2021-06-21 16:49:50,415 - mmaction - INFO - Epoch [60][880/1879] lr: 1.212e-01, eta: 5 days, 21:15:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6449, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.9835 2021-06-21 16:50:35,165 - mmaction - INFO - Epoch [60][900/1879] lr: 1.212e-01, eta: 5 days, 21:14:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6391, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.9652 2021-06-21 16:51:19,954 - mmaction - INFO - Epoch [60][920/1879] lr: 1.212e-01, eta: 5 days, 21:13:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6359, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.0033 2021-06-21 16:52:04,639 - mmaction - INFO - Epoch [60][940/1879] lr: 1.212e-01, eta: 5 days, 21:13:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6535, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.0250 2021-06-21 16:52:49,448 - mmaction - INFO - Epoch [60][960/1879] lr: 1.212e-01, eta: 5 days, 21:12:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6441, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.9753 2021-06-21 16:53:34,169 - mmaction - INFO - Epoch [60][980/1879] lr: 1.212e-01, eta: 5 days, 21:11:29, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6520, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.0008 2021-06-21 16:54:19,018 - mmaction - INFO - Epoch [60][1000/1879] lr: 1.212e-01, eta: 5 days, 21:10:44, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6539, loss_cls: 2.7209, loss: 2.7209, grad_norm: 1.9717 2021-06-21 16:55:03,919 - mmaction - INFO - Epoch [60][1020/1879] lr: 1.212e-01, eta: 5 days, 21:09:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6363, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.9714 2021-06-21 16:55:48,639 - mmaction - INFO - Epoch [60][1040/1879] lr: 1.212e-01, eta: 5 days, 21:09:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6488, loss_cls: 2.7336, loss: 2.7336, grad_norm: 1.9420 2021-06-21 16:56:33,471 - mmaction - INFO - Epoch [60][1060/1879] lr: 1.212e-01, eta: 5 days, 21:08:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6484, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.9949 2021-06-21 16:57:18,425 - mmaction - INFO - Epoch [60][1080/1879] lr: 1.212e-01, eta: 5 days, 21:07:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6410, loss_cls: 2.7266, loss: 2.7266, grad_norm: 1.9613 2021-06-21 16:58:03,179 - mmaction - INFO - Epoch [60][1100/1879] lr: 1.212e-01, eta: 5 days, 21:06:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6570, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.0158 2021-06-21 16:58:47,996 - mmaction - INFO - Epoch [60][1120/1879] lr: 1.212e-01, eta: 5 days, 21:06:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6410, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.0212 2021-06-21 16:59:32,617 - mmaction - INFO - Epoch [60][1140/1879] lr: 1.212e-01, eta: 5 days, 21:05:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6383, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.0275 2021-06-21 17:00:17,428 - mmaction - INFO - Epoch [60][1160/1879] lr: 1.212e-01, eta: 5 days, 21:04:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6312, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.9663 2021-06-21 17:01:02,259 - mmaction - INFO - Epoch [60][1180/1879] lr: 1.212e-01, eta: 5 days, 21:03:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6168, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.9753 2021-06-21 17:01:47,028 - mmaction - INFO - Epoch [60][1200/1879] lr: 1.212e-01, eta: 5 days, 21:03:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3664, top5_acc: 0.6320, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.9319 2021-06-21 17:02:31,756 - mmaction - INFO - Epoch [60][1220/1879] lr: 1.212e-01, eta: 5 days, 21:02:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.0311 2021-06-21 17:03:16,416 - mmaction - INFO - Epoch [60][1240/1879] lr: 1.212e-01, eta: 5 days, 21:01:42, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.9944 2021-06-21 17:04:01,240 - mmaction - INFO - Epoch [60][1260/1879] lr: 1.212e-01, eta: 5 days, 21:00:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7809, loss: 2.7809, grad_norm: 1.9601 2021-06-21 17:04:46,045 - mmaction - INFO - Epoch [60][1280/1879] lr: 1.212e-01, eta: 5 days, 21:00:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6496, loss_cls: 2.7405, loss: 2.7405, grad_norm: 1.9793 2021-06-21 17:05:30,898 - mmaction - INFO - Epoch [60][1300/1879] lr: 1.212e-01, eta: 5 days, 20:59:27, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6395, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.0002 2021-06-21 17:06:15,648 - mmaction - INFO - Epoch [60][1320/1879] lr: 1.212e-01, eta: 5 days, 20:58:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6344, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.0254 2021-06-21 17:07:00,418 - mmaction - INFO - Epoch [60][1340/1879] lr: 1.212e-01, eta: 5 days, 20:57:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6414, loss_cls: 2.7614, loss: 2.7614, grad_norm: 1.9951 2021-06-21 17:07:45,308 - mmaction - INFO - Epoch [60][1360/1879] lr: 1.212e-01, eta: 5 days, 20:57:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6340, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.0060 2021-06-21 17:08:30,150 - mmaction - INFO - Epoch [60][1380/1879] lr: 1.212e-01, eta: 5 days, 20:56:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6301, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.9132 2021-06-21 17:09:14,899 - mmaction - INFO - Epoch [60][1400/1879] lr: 1.212e-01, eta: 5 days, 20:55:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6348, loss_cls: 2.7500, loss: 2.7500, grad_norm: 1.9723 2021-06-21 17:09:59,722 - mmaction - INFO - Epoch [60][1420/1879] lr: 1.212e-01, eta: 5 days, 20:54:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6398, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.9961 2021-06-21 17:10:44,364 - mmaction - INFO - Epoch [60][1440/1879] lr: 1.212e-01, eta: 5 days, 20:54:11, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6484, loss_cls: 2.7229, loss: 2.7229, grad_norm: 1.9450 2021-06-21 17:11:29,129 - mmaction - INFO - Epoch [60][1460/1879] lr: 1.212e-01, eta: 5 days, 20:53:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.9753 2021-06-21 17:12:14,036 - mmaction - INFO - Epoch [60][1480/1879] lr: 1.212e-01, eta: 5 days, 20:52:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6996, loss: 2.6996, grad_norm: 1.9790 2021-06-21 17:12:58,824 - mmaction - INFO - Epoch [60][1500/1879] lr: 1.212e-01, eta: 5 days, 20:51:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6387, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.9803 2021-06-21 17:13:43,607 - mmaction - INFO - Epoch [60][1520/1879] lr: 1.212e-01, eta: 5 days, 20:51:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.0215 2021-06-21 17:14:28,458 - mmaction - INFO - Epoch [60][1540/1879] lr: 1.212e-01, eta: 5 days, 20:50:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.7490, loss: 2.7490, grad_norm: 1.9831 2021-06-21 17:15:13,239 - mmaction - INFO - Epoch [60][1560/1879] lr: 1.212e-01, eta: 5 days, 20:49:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6465, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.0117 2021-06-21 17:15:57,955 - mmaction - INFO - Epoch [60][1580/1879] lr: 1.212e-01, eta: 5 days, 20:48:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.9770 2021-06-21 17:16:42,718 - mmaction - INFO - Epoch [60][1600/1879] lr: 1.212e-01, eta: 5 days, 20:48:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6469, loss_cls: 2.7139, loss: 2.7139, grad_norm: 1.9918 2021-06-21 17:17:27,486 - mmaction - INFO - Epoch [60][1620/1879] lr: 1.212e-01, eta: 5 days, 20:47:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6301, loss_cls: 2.8578, loss: 2.8578, grad_norm: 1.9696 2021-06-21 17:18:12,359 - mmaction - INFO - Epoch [60][1640/1879] lr: 1.212e-01, eta: 5 days, 20:46:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6371, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.9473 2021-06-21 17:18:57,054 - mmaction - INFO - Epoch [60][1660/1879] lr: 1.212e-01, eta: 5 days, 20:45:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6445, loss_cls: 2.7569, loss: 2.7569, grad_norm: 1.9485 2021-06-21 17:19:41,773 - mmaction - INFO - Epoch [60][1680/1879] lr: 1.212e-01, eta: 5 days, 20:45:09, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6367, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.9193 2021-06-21 17:20:26,623 - mmaction - INFO - Epoch [60][1700/1879] lr: 1.212e-01, eta: 5 days, 20:44:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6465, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.0381 2021-06-21 17:21:11,262 - mmaction - INFO - Epoch [60][1720/1879] lr: 1.212e-01, eta: 5 days, 20:43:39, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6449, loss_cls: 2.7498, loss: 2.7498, grad_norm: 1.9887 2021-06-21 17:21:55,970 - mmaction - INFO - Epoch [60][1740/1879] lr: 1.212e-01, eta: 5 days, 20:42:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3672, top5_acc: 0.6426, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.0101 2021-06-21 17:22:40,916 - mmaction - INFO - Epoch [60][1760/1879] lr: 1.212e-01, eta: 5 days, 20:42:09, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3617, top5_acc: 0.6391, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.0509 2021-06-21 17:23:25,631 - mmaction - INFO - Epoch [60][1780/1879] lr: 1.212e-01, eta: 5 days, 20:41:24, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6320, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.9830 2021-06-21 17:24:10,565 - mmaction - INFO - Epoch [60][1800/1879] lr: 1.212e-01, eta: 5 days, 20:40:39, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6355, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.9587 2021-06-21 17:24:55,329 - mmaction - INFO - Epoch [60][1820/1879] lr: 1.212e-01, eta: 5 days, 20:39:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6367, loss_cls: 2.7945, loss: 2.7945, grad_norm: 1.9711 2021-06-21 17:25:40,134 - mmaction - INFO - Epoch [60][1840/1879] lr: 1.212e-01, eta: 5 days, 20:39:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.0236 2021-06-21 17:26:24,852 - mmaction - INFO - Epoch [60][1860/1879] lr: 1.212e-01, eta: 5 days, 20:38:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.7458, loss: 2.7458, grad_norm: 1.9909 2021-06-21 17:27:08,115 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-06-21 17:29:23,795 - mmaction - INFO - Epoch [61][20/1879] lr: 1.200e-01, eta: 5 days, 20:38:18, time: 6.445, data_time: 2.074, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6238, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.0309 2021-06-21 17:30:08,598 - mmaction - INFO - Epoch [61][40/1879] lr: 1.200e-01, eta: 5 days, 20:37:33, time: 2.240, data_time: 0.003, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6629, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.0199 2021-06-21 17:30:53,447 - mmaction - INFO - Epoch [61][60/1879] lr: 1.200e-01, eta: 5 days, 20:36:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6469, loss_cls: 2.7388, loss: 2.7388, grad_norm: 1.9731 2021-06-21 17:31:38,317 - mmaction - INFO - Epoch [61][80/1879] lr: 1.200e-01, eta: 5 days, 20:36:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6348, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.0139 2021-06-21 17:32:23,350 - mmaction - INFO - Epoch [61][100/1879] lr: 1.200e-01, eta: 5 days, 20:35:18, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7891, loss: 2.7891, grad_norm: 1.9482 2021-06-21 17:33:08,245 - mmaction - INFO - Epoch [61][120/1879] lr: 1.200e-01, eta: 5 days, 20:34:33, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6336, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.9986 2021-06-21 17:33:53,173 - mmaction - INFO - Epoch [61][140/1879] lr: 1.200e-01, eta: 5 days, 20:33:49, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6441, loss_cls: 2.7604, loss: 2.7604, grad_norm: 1.9772 2021-06-21 17:34:38,265 - mmaction - INFO - Epoch [61][160/1879] lr: 1.200e-01, eta: 5 days, 20:33:04, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6402, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.0463 2021-06-21 17:35:23,146 - mmaction - INFO - Epoch [61][180/1879] lr: 1.200e-01, eta: 5 days, 20:32:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6512, loss_cls: 2.6945, loss: 2.6945, grad_norm: 1.9870 2021-06-21 17:36:08,016 - mmaction - INFO - Epoch [61][200/1879] lr: 1.200e-01, eta: 5 days, 20:31:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6312, loss_cls: 2.7795, loss: 2.7795, grad_norm: 1.9953 2021-06-21 17:36:52,967 - mmaction - INFO - Epoch [61][220/1879] lr: 1.200e-01, eta: 5 days, 20:30:49, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.6900, loss: 2.6900, grad_norm: 1.9849 2021-06-21 17:37:37,802 - mmaction - INFO - Epoch [61][240/1879] lr: 1.200e-01, eta: 5 days, 20:30:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6535, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.0624 2021-06-21 17:38:22,766 - mmaction - INFO - Epoch [61][260/1879] lr: 1.200e-01, eta: 5 days, 20:29:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6391, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.0611 2021-06-21 17:39:07,686 - mmaction - INFO - Epoch [61][280/1879] lr: 1.200e-01, eta: 5 days, 20:28:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.0175 2021-06-21 17:39:52,617 - mmaction - INFO - Epoch [61][300/1879] lr: 1.200e-01, eta: 5 days, 20:27:50, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6363, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.0408 2021-06-21 17:40:37,504 - mmaction - INFO - Epoch [61][320/1879] lr: 1.200e-01, eta: 5 days, 20:27:05, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6379, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.0267 2021-06-21 17:41:22,524 - mmaction - INFO - Epoch [61][340/1879] lr: 1.200e-01, eta: 5 days, 20:26:20, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6453, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.0403 2021-06-21 17:42:07,405 - mmaction - INFO - Epoch [61][360/1879] lr: 1.200e-01, eta: 5 days, 20:25:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6449, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.0380 2021-06-21 17:42:52,340 - mmaction - INFO - Epoch [61][380/1879] lr: 1.200e-01, eta: 5 days, 20:24:50, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6375, loss_cls: 2.7539, loss: 2.7539, grad_norm: 1.9909 2021-06-21 17:43:37,133 - mmaction - INFO - Epoch [61][400/1879] lr: 1.200e-01, eta: 5 days, 20:24:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6395, loss_cls: 2.7669, loss: 2.7669, grad_norm: 1.9752 2021-06-21 17:44:21,951 - mmaction - INFO - Epoch [61][420/1879] lr: 1.200e-01, eta: 5 days, 20:23:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7221, loss: 2.7221, grad_norm: 1.9651 2021-06-21 17:45:06,801 - mmaction - INFO - Epoch [61][440/1879] lr: 1.200e-01, eta: 5 days, 20:22:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6441, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.9359 2021-06-21 17:45:51,702 - mmaction - INFO - Epoch [61][460/1879] lr: 1.200e-01, eta: 5 days, 20:21:50, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6270, loss_cls: 2.8287, loss: 2.8287, grad_norm: 2.0500 2021-06-21 17:46:36,443 - mmaction - INFO - Epoch [61][480/1879] lr: 1.200e-01, eta: 5 days, 20:21:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6559, loss_cls: 2.6868, loss: 2.6868, grad_norm: 1.9401 2021-06-21 17:47:21,384 - mmaction - INFO - Epoch [61][500/1879] lr: 1.200e-01, eta: 5 days, 20:20:20, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6508, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.0363 2021-06-21 17:48:06,144 - mmaction - INFO - Epoch [61][520/1879] lr: 1.200e-01, eta: 5 days, 20:19:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7522, loss: 2.7522, grad_norm: 1.9692 2021-06-21 17:48:51,172 - mmaction - INFO - Epoch [61][540/1879] lr: 1.200e-01, eta: 5 days, 20:18:50, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6430, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.0128 2021-06-21 17:49:35,931 - mmaction - INFO - Epoch [61][560/1879] lr: 1.200e-01, eta: 5 days, 20:18:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6340, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.9708 2021-06-21 17:50:20,801 - mmaction - INFO - Epoch [61][580/1879] lr: 1.200e-01, eta: 5 days, 20:17:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6324, loss_cls: 2.7652, loss: 2.7652, grad_norm: 1.9873 2021-06-21 17:51:05,616 - mmaction - INFO - Epoch [61][600/1879] lr: 1.200e-01, eta: 5 days, 20:16:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0322 2021-06-21 17:51:50,481 - mmaction - INFO - Epoch [61][620/1879] lr: 1.200e-01, eta: 5 days, 20:15:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6500, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.0031 2021-06-21 17:52:35,254 - mmaction - INFO - Epoch [61][640/1879] lr: 1.200e-01, eta: 5 days, 20:15:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.0336 2021-06-21 17:53:20,136 - mmaction - INFO - Epoch [61][660/1879] lr: 1.200e-01, eta: 5 days, 20:14:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6441, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.0152 2021-06-21 17:54:05,157 - mmaction - INFO - Epoch [61][680/1879] lr: 1.200e-01, eta: 5 days, 20:13:35, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6355, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.9710 2021-06-21 17:54:49,808 - mmaction - INFO - Epoch [61][700/1879] lr: 1.200e-01, eta: 5 days, 20:12:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6539, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.0257 2021-06-21 17:55:34,704 - mmaction - INFO - Epoch [61][720/1879] lr: 1.200e-01, eta: 5 days, 20:12:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6395, loss_cls: 2.8206, loss: 2.8206, grad_norm: 2.0687 2021-06-21 17:56:19,569 - mmaction - INFO - Epoch [61][740/1879] lr: 1.200e-01, eta: 5 days, 20:11:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.0083 2021-06-21 17:57:04,374 - mmaction - INFO - Epoch [61][760/1879] lr: 1.200e-01, eta: 5 days, 20:10:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6477, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.0398 2021-06-21 17:57:49,153 - mmaction - INFO - Epoch [61][780/1879] lr: 1.200e-01, eta: 5 days, 20:09:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6332, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.0011 2021-06-21 17:58:34,015 - mmaction - INFO - Epoch [61][800/1879] lr: 1.200e-01, eta: 5 days, 20:09:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.9869 2021-06-21 17:59:18,754 - mmaction - INFO - Epoch [61][820/1879] lr: 1.200e-01, eta: 5 days, 20:08:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.9749 2021-06-21 18:00:03,399 - mmaction - INFO - Epoch [61][840/1879] lr: 1.200e-01, eta: 5 days, 20:07:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6246, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.9812 2021-06-21 18:00:48,115 - mmaction - INFO - Epoch [61][860/1879] lr: 1.200e-01, eta: 5 days, 20:06:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6383, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.0626 2021-06-21 18:01:32,932 - mmaction - INFO - Epoch [61][880/1879] lr: 1.200e-01, eta: 5 days, 20:06:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6461, loss_cls: 2.7432, loss: 2.7432, grad_norm: 1.9969 2021-06-21 18:02:17,758 - mmaction - INFO - Epoch [61][900/1879] lr: 1.200e-01, eta: 5 days, 20:05:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6234, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.0239 2021-06-21 18:03:03,048 - mmaction - INFO - Epoch [61][920/1879] lr: 1.200e-01, eta: 5 days, 20:04:34, time: 2.264, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6473, loss_cls: 2.7233, loss: 2.7233, grad_norm: 1.9699 2021-06-21 18:03:48,331 - mmaction - INFO - Epoch [61][940/1879] lr: 1.200e-01, eta: 5 days, 20:03:49, time: 2.262, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6355, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.0456 2021-06-21 18:04:33,102 - mmaction - INFO - Epoch [61][960/1879] lr: 1.200e-01, eta: 5 days, 20:03:04, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6309, loss_cls: 2.8302, loss: 2.8302, grad_norm: 1.9517 2021-06-21 18:05:17,799 - mmaction - INFO - Epoch [61][980/1879] lr: 1.200e-01, eta: 5 days, 20:02:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6645, loss_cls: 2.6690, loss: 2.6690, grad_norm: 1.9888 2021-06-21 18:06:02,606 - mmaction - INFO - Epoch [61][1000/1879] lr: 1.200e-01, eta: 5 days, 20:01:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6402, loss_cls: 2.7848, loss: 2.7848, grad_norm: 1.9614 2021-06-21 18:06:47,454 - mmaction - INFO - Epoch [61][1020/1879] lr: 1.200e-01, eta: 5 days, 20:00:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6324, loss_cls: 2.7726, loss: 2.7726, grad_norm: 1.9924 2021-06-21 18:07:32,312 - mmaction - INFO - Epoch [61][1040/1879] lr: 1.200e-01, eta: 5 days, 20:00:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6363, loss_cls: 2.7824, loss: 2.7824, grad_norm: 1.9819 2021-06-21 18:08:17,018 - mmaction - INFO - Epoch [61][1060/1879] lr: 1.200e-01, eta: 5 days, 19:59:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6219, loss_cls: 2.8206, loss: 2.8206, grad_norm: 1.9959 2021-06-21 18:09:01,799 - mmaction - INFO - Epoch [61][1080/1879] lr: 1.200e-01, eta: 5 days, 19:58:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6293, loss_cls: 2.8082, loss: 2.8082, grad_norm: 2.0240 2021-06-21 18:09:46,509 - mmaction - INFO - Epoch [61][1100/1879] lr: 1.200e-01, eta: 5 days, 19:57:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6410, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.0448 2021-06-21 18:10:31,374 - mmaction - INFO - Epoch [61][1120/1879] lr: 1.200e-01, eta: 5 days, 19:57:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6348, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.0244 2021-06-21 18:11:16,372 - mmaction - INFO - Epoch [61][1140/1879] lr: 1.200e-01, eta: 5 days, 19:56:18, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6461, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.9821 2021-06-21 18:12:01,288 - mmaction - INFO - Epoch [61][1160/1879] lr: 1.200e-01, eta: 5 days, 19:55:33, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6438, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.0990 2021-06-21 18:12:46,006 - mmaction - INFO - Epoch [61][1180/1879] lr: 1.200e-01, eta: 5 days, 19:54:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.0406 2021-06-21 18:13:30,989 - mmaction - INFO - Epoch [61][1200/1879] lr: 1.200e-01, eta: 5 days, 19:54:03, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6199, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.9942 2021-06-21 18:14:15,938 - mmaction - INFO - Epoch [61][1220/1879] lr: 1.200e-01, eta: 5 days, 19:53:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6332, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.0133 2021-06-21 18:15:00,793 - mmaction - INFO - Epoch [61][1240/1879] lr: 1.200e-01, eta: 5 days, 19:52:33, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6457, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.0458 2021-06-21 18:15:45,542 - mmaction - INFO - Epoch [61][1260/1879] lr: 1.200e-01, eta: 5 days, 19:51:48, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.1138 2021-06-21 18:16:30,449 - mmaction - INFO - Epoch [61][1280/1879] lr: 1.200e-01, eta: 5 days, 19:51:03, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.9945 2021-06-21 18:17:15,252 - mmaction - INFO - Epoch [61][1300/1879] lr: 1.200e-01, eta: 5 days, 19:50:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6391, loss_cls: 2.7356, loss: 2.7356, grad_norm: 1.9644 2021-06-21 18:18:00,047 - mmaction - INFO - Epoch [61][1320/1879] lr: 1.200e-01, eta: 5 days, 19:49:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.1282 2021-06-21 18:18:44,810 - mmaction - INFO - Epoch [61][1340/1879] lr: 1.200e-01, eta: 5 days, 19:48:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6340, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.0117 2021-06-21 18:19:29,575 - mmaction - INFO - Epoch [61][1360/1879] lr: 1.200e-01, eta: 5 days, 19:48:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.0136 2021-06-21 18:20:14,267 - mmaction - INFO - Epoch [61][1380/1879] lr: 1.200e-01, eta: 5 days, 19:47:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6418, loss_cls: 2.7851, loss: 2.7851, grad_norm: 1.9846 2021-06-21 18:20:59,004 - mmaction - INFO - Epoch [61][1400/1879] lr: 1.200e-01, eta: 5 days, 19:46:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6297, loss_cls: 2.7998, loss: 2.7998, grad_norm: 1.9750 2021-06-21 18:21:43,739 - mmaction - INFO - Epoch [61][1420/1879] lr: 1.200e-01, eta: 5 days, 19:45:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6320, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.0072 2021-06-21 18:22:28,474 - mmaction - INFO - Epoch [61][1440/1879] lr: 1.200e-01, eta: 5 days, 19:45:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6520, loss_cls: 2.7033, loss: 2.7033, grad_norm: 1.9580 2021-06-21 18:23:13,240 - mmaction - INFO - Epoch [61][1460/1879] lr: 1.200e-01, eta: 5 days, 19:44:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.0525 2021-06-21 18:23:58,088 - mmaction - INFO - Epoch [61][1480/1879] lr: 1.200e-01, eta: 5 days, 19:43:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6602, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.0216 2021-06-21 18:24:42,945 - mmaction - INFO - Epoch [61][1500/1879] lr: 1.200e-01, eta: 5 days, 19:42:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.7893, loss: 2.7893, grad_norm: 1.9862 2021-06-21 18:25:27,729 - mmaction - INFO - Epoch [61][1520/1879] lr: 1.200e-01, eta: 5 days, 19:42:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.9763 2021-06-21 18:26:12,428 - mmaction - INFO - Epoch [61][1540/1879] lr: 1.200e-01, eta: 5 days, 19:41:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6465, loss_cls: 2.7709, loss: 2.7709, grad_norm: 1.9896 2021-06-21 18:26:57,148 - mmaction - INFO - Epoch [61][1560/1879] lr: 1.200e-01, eta: 5 days, 19:40:30, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6348, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.9772 2021-06-21 18:27:41,953 - mmaction - INFO - Epoch [61][1580/1879] lr: 1.200e-01, eta: 5 days, 19:39:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6348, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.0109 2021-06-21 18:28:26,680 - mmaction - INFO - Epoch [61][1600/1879] lr: 1.200e-01, eta: 5 days, 19:39:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.0009 2021-06-21 18:29:11,423 - mmaction - INFO - Epoch [61][1620/1879] lr: 1.200e-01, eta: 5 days, 19:38:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6348, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.0021 2021-06-21 18:29:56,130 - mmaction - INFO - Epoch [61][1640/1879] lr: 1.200e-01, eta: 5 days, 19:37:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.0005 2021-06-21 18:30:40,947 - mmaction - INFO - Epoch [61][1660/1879] lr: 1.200e-01, eta: 5 days, 19:36:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6168, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.9935 2021-06-21 18:31:25,744 - mmaction - INFO - Epoch [61][1680/1879] lr: 1.200e-01, eta: 5 days, 19:35:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6457, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.1469 2021-06-21 18:32:10,676 - mmaction - INFO - Epoch [61][1700/1879] lr: 1.200e-01, eta: 5 days, 19:35:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6398, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.0203 2021-06-21 18:32:55,452 - mmaction - INFO - Epoch [61][1720/1879] lr: 1.200e-01, eta: 5 days, 19:34:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6430, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.9664 2021-06-21 18:33:40,217 - mmaction - INFO - Epoch [61][1740/1879] lr: 1.200e-01, eta: 5 days, 19:33:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6242, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.9816 2021-06-21 18:34:24,984 - mmaction - INFO - Epoch [61][1760/1879] lr: 1.200e-01, eta: 5 days, 19:32:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.9485 2021-06-21 18:35:09,793 - mmaction - INFO - Epoch [61][1780/1879] lr: 1.200e-01, eta: 5 days, 19:32:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6371, loss_cls: 2.7482, loss: 2.7482, grad_norm: 1.9982 2021-06-21 18:35:54,570 - mmaction - INFO - Epoch [61][1800/1879] lr: 1.200e-01, eta: 5 days, 19:31:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6367, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.9635 2021-06-21 18:36:39,254 - mmaction - INFO - Epoch [61][1820/1879] lr: 1.200e-01, eta: 5 days, 19:30:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.0318 2021-06-21 18:37:24,107 - mmaction - INFO - Epoch [61][1840/1879] lr: 1.200e-01, eta: 5 days, 19:29:58, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6418, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.9998 2021-06-21 18:38:08,811 - mmaction - INFO - Epoch [61][1860/1879] lr: 1.200e-01, eta: 5 days, 19:29:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3578, top5_acc: 0.6129, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.0028 2021-06-21 18:39:05,823 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-06-21 18:41:28,199 - mmaction - INFO - Epoch [62][20/1879] lr: 1.188e-01, eta: 5 days, 19:29:30, time: 7.071, data_time: 4.667, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.0034 2021-06-21 18:42:12,962 - mmaction - INFO - Epoch [62][40/1879] lr: 1.188e-01, eta: 5 days, 19:28:45, time: 2.238, data_time: 0.003, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6496, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.0111 2021-06-21 18:42:57,825 - mmaction - INFO - Epoch [62][60/1879] lr: 1.188e-01, eta: 5 days, 19:28:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6410, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.9920 2021-06-21 18:43:42,724 - mmaction - INFO - Epoch [62][80/1879] lr: 1.188e-01, eta: 5 days, 19:27:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6477, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.0359 2021-06-21 18:44:27,512 - mmaction - INFO - Epoch [62][100/1879] lr: 1.188e-01, eta: 5 days, 19:26:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6555, loss_cls: 2.7318, loss: 2.7318, grad_norm: 1.9979 2021-06-21 18:45:12,412 - mmaction - INFO - Epoch [62][120/1879] lr: 1.188e-01, eta: 5 days, 19:25:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6465, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.0608 2021-06-21 18:45:57,311 - mmaction - INFO - Epoch [62][140/1879] lr: 1.188e-01, eta: 5 days, 19:25:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6539, loss_cls: 2.6804, loss: 2.6804, grad_norm: 1.9493 2021-06-21 18:46:42,188 - mmaction - INFO - Epoch [62][160/1879] lr: 1.188e-01, eta: 5 days, 19:24:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6520, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.0236 2021-06-21 18:47:26,978 - mmaction - INFO - Epoch [62][180/1879] lr: 1.188e-01, eta: 5 days, 19:23:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6527, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.0627 2021-06-21 18:48:11,880 - mmaction - INFO - Epoch [62][200/1879] lr: 1.188e-01, eta: 5 days, 19:22:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.9640 2021-06-21 18:48:56,746 - mmaction - INFO - Epoch [62][220/1879] lr: 1.188e-01, eta: 5 days, 19:22:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6371, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.0259 2021-06-21 18:49:41,604 - mmaction - INFO - Epoch [62][240/1879] lr: 1.188e-01, eta: 5 days, 19:21:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6527, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.0389 2021-06-21 18:50:26,432 - mmaction - INFO - Epoch [62][260/1879] lr: 1.188e-01, eta: 5 days, 19:20:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6340, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.0315 2021-06-21 18:51:11,332 - mmaction - INFO - Epoch [62][280/1879] lr: 1.188e-01, eta: 5 days, 19:19:45, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6371, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0192 2021-06-21 18:51:56,251 - mmaction - INFO - Epoch [62][300/1879] lr: 1.188e-01, eta: 5 days, 19:19:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6574, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.0295 2021-06-21 18:52:41,110 - mmaction - INFO - Epoch [62][320/1879] lr: 1.188e-01, eta: 5 days, 19:18:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6633, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.0697 2021-06-21 18:53:25,807 - mmaction - INFO - Epoch [62][340/1879] lr: 1.188e-01, eta: 5 days, 19:17:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6547, loss_cls: 2.6941, loss: 2.6941, grad_norm: 1.9931 2021-06-21 18:54:10,707 - mmaction - INFO - Epoch [62][360/1879] lr: 1.188e-01, eta: 5 days, 19:16:44, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7691, loss: 2.7691, grad_norm: 1.9879 2021-06-21 18:54:55,425 - mmaction - INFO - Epoch [62][380/1879] lr: 1.188e-01, eta: 5 days, 19:15:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6449, loss_cls: 2.7172, loss: 2.7172, grad_norm: 1.9885 2021-06-21 18:55:40,228 - mmaction - INFO - Epoch [62][400/1879] lr: 1.188e-01, eta: 5 days, 19:15:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6594, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.1129 2021-06-21 18:56:25,018 - mmaction - INFO - Epoch [62][420/1879] lr: 1.188e-01, eta: 5 days, 19:14:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6430, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.0380 2021-06-21 18:57:09,900 - mmaction - INFO - Epoch [62][440/1879] lr: 1.188e-01, eta: 5 days, 19:13:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6395, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.0693 2021-06-21 18:57:54,701 - mmaction - INFO - Epoch [62][460/1879] lr: 1.188e-01, eta: 5 days, 19:12:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6359, loss_cls: 2.7776, loss: 2.7776, grad_norm: 1.9821 2021-06-21 18:58:39,466 - mmaction - INFO - Epoch [62][480/1879] lr: 1.188e-01, eta: 5 days, 19:12:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6395, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.0132 2021-06-21 18:59:24,456 - mmaction - INFO - Epoch [62][500/1879] lr: 1.188e-01, eta: 5 days, 19:11:28, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.7495, loss: 2.7495, grad_norm: 1.9785 2021-06-21 19:00:09,476 - mmaction - INFO - Epoch [62][520/1879] lr: 1.188e-01, eta: 5 days, 19:10:44, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6375, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.0137 2021-06-21 19:00:54,225 - mmaction - INFO - Epoch [62][540/1879] lr: 1.188e-01, eta: 5 days, 19:09:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6363, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.0083 2021-06-21 19:01:38,898 - mmaction - INFO - Epoch [62][560/1879] lr: 1.188e-01, eta: 5 days, 19:09:13, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6355, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.0757 2021-06-21 19:02:23,755 - mmaction - INFO - Epoch [62][580/1879] lr: 1.188e-01, eta: 5 days, 19:08:28, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.0367 2021-06-21 19:03:08,655 - mmaction - INFO - Epoch [62][600/1879] lr: 1.188e-01, eta: 5 days, 19:07:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6391, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.9624 2021-06-21 19:03:53,508 - mmaction - INFO - Epoch [62][620/1879] lr: 1.188e-01, eta: 5 days, 19:06:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6312, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.0270 2021-06-21 19:04:38,326 - mmaction - INFO - Epoch [62][640/1879] lr: 1.188e-01, eta: 5 days, 19:06:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6520, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.9941 2021-06-21 19:05:23,320 - mmaction - INFO - Epoch [62][660/1879] lr: 1.188e-01, eta: 5 days, 19:05:28, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6379, loss_cls: 2.7407, loss: 2.7407, grad_norm: 1.9895 2021-06-21 19:06:08,183 - mmaction - INFO - Epoch [62][680/1879] lr: 1.188e-01, eta: 5 days, 19:04:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.0152 2021-06-21 19:06:52,999 - mmaction - INFO - Epoch [62][700/1879] lr: 1.188e-01, eta: 5 days, 19:03:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6316, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.0817 2021-06-21 19:07:37,956 - mmaction - INFO - Epoch [62][720/1879] lr: 1.188e-01, eta: 5 days, 19:03:13, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6492, loss_cls: 2.7604, loss: 2.7604, grad_norm: 1.9980 2021-06-21 19:08:22,807 - mmaction - INFO - Epoch [62][740/1879] lr: 1.188e-01, eta: 5 days, 19:02:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6543, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.0636 2021-06-21 19:09:07,550 - mmaction - INFO - Epoch [62][760/1879] lr: 1.188e-01, eta: 5 days, 19:01:43, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6270, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.9820 2021-06-21 19:09:52,415 - mmaction - INFO - Epoch [62][780/1879] lr: 1.188e-01, eta: 5 days, 19:00:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6453, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.0235 2021-06-21 19:10:37,126 - mmaction - INFO - Epoch [62][800/1879] lr: 1.188e-01, eta: 5 days, 19:00:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6434, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.0913 2021-06-21 19:11:22,041 - mmaction - INFO - Epoch [62][820/1879] lr: 1.188e-01, eta: 5 days, 18:59:28, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6512, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.0246 2021-06-21 19:12:06,801 - mmaction - INFO - Epoch [62][840/1879] lr: 1.188e-01, eta: 5 days, 18:58:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6453, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.0199 2021-06-21 19:12:51,591 - mmaction - INFO - Epoch [62][860/1879] lr: 1.188e-01, eta: 5 days, 18:57:57, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7712, loss: 2.7712, grad_norm: 2.0534 2021-06-21 19:13:36,410 - mmaction - INFO - Epoch [62][880/1879] lr: 1.188e-01, eta: 5 days, 18:57:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.0482 2021-06-21 19:14:21,262 - mmaction - INFO - Epoch [62][900/1879] lr: 1.188e-01, eta: 5 days, 18:56:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.0195 2021-06-21 19:15:06,145 - mmaction - INFO - Epoch [62][920/1879] lr: 1.188e-01, eta: 5 days, 18:55:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6406, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.0058 2021-06-21 19:15:50,936 - mmaction - INFO - Epoch [62][940/1879] lr: 1.188e-01, eta: 5 days, 18:54:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6590, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.0043 2021-06-21 19:16:35,772 - mmaction - INFO - Epoch [62][960/1879] lr: 1.188e-01, eta: 5 days, 18:54:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6324, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.0504 2021-06-21 19:17:20,577 - mmaction - INFO - Epoch [62][980/1879] lr: 1.188e-01, eta: 5 days, 18:53:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6355, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.9699 2021-06-21 19:18:05,552 - mmaction - INFO - Epoch [62][1000/1879] lr: 1.188e-01, eta: 5 days, 18:52:42, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6527, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.0378 2021-06-21 19:18:50,424 - mmaction - INFO - Epoch [62][1020/1879] lr: 1.188e-01, eta: 5 days, 18:51:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6457, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.0843 2021-06-21 19:19:35,090 - mmaction - INFO - Epoch [62][1040/1879] lr: 1.188e-01, eta: 5 days, 18:51:11, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6344, loss_cls: 2.7516, loss: 2.7516, grad_norm: 1.9958 2021-06-21 19:20:19,862 - mmaction - INFO - Epoch [62][1060/1879] lr: 1.188e-01, eta: 5 days, 18:50:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.0541 2021-06-21 19:21:04,695 - mmaction - INFO - Epoch [62][1080/1879] lr: 1.188e-01, eta: 5 days, 18:49:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6316, loss_cls: 2.8077, loss: 2.8077, grad_norm: 2.0053 2021-06-21 19:21:49,510 - mmaction - INFO - Epoch [62][1100/1879] lr: 1.188e-01, eta: 5 days, 18:48:56, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8033, loss: 2.8033, grad_norm: 2.0190 2021-06-21 19:22:34,502 - mmaction - INFO - Epoch [62][1120/1879] lr: 1.188e-01, eta: 5 days, 18:48:11, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6391, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.0137 2021-06-21 19:23:19,335 - mmaction - INFO - Epoch [62][1140/1879] lr: 1.188e-01, eta: 5 days, 18:47:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6523, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.0089 2021-06-21 19:24:04,186 - mmaction - INFO - Epoch [62][1160/1879] lr: 1.188e-01, eta: 5 days, 18:46:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6316, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.0055 2021-06-21 19:24:49,101 - mmaction - INFO - Epoch [62][1180/1879] lr: 1.188e-01, eta: 5 days, 18:45:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6410, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.9925 2021-06-21 19:25:33,950 - mmaction - INFO - Epoch [62][1200/1879] lr: 1.188e-01, eta: 5 days, 18:45:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6309, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.0186 2021-06-21 19:26:18,819 - mmaction - INFO - Epoch [62][1220/1879] lr: 1.188e-01, eta: 5 days, 18:44:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6309, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.9957 2021-06-21 19:27:03,506 - mmaction - INFO - Epoch [62][1240/1879] lr: 1.188e-01, eta: 5 days, 18:43:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6348, loss_cls: 2.7505, loss: 2.7505, grad_norm: 1.9531 2021-06-21 19:27:48,306 - mmaction - INFO - Epoch [62][1260/1879] lr: 1.188e-01, eta: 5 days, 18:42:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.0006 2021-06-21 19:28:33,094 - mmaction - INFO - Epoch [62][1280/1879] lr: 1.188e-01, eta: 5 days, 18:42:10, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6410, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.0274 2021-06-21 19:29:17,827 - mmaction - INFO - Epoch [62][1300/1879] lr: 1.188e-01, eta: 5 days, 18:41:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6527, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.0471 2021-06-21 19:30:02,664 - mmaction - INFO - Epoch [62][1320/1879] lr: 1.188e-01, eta: 5 days, 18:40:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6387, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.0150 2021-06-21 19:30:47,399 - mmaction - INFO - Epoch [62][1340/1879] lr: 1.188e-01, eta: 5 days, 18:39:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6523, loss_cls: 2.7158, loss: 2.7158, grad_norm: 1.9829 2021-06-21 19:31:32,265 - mmaction - INFO - Epoch [62][1360/1879] lr: 1.188e-01, eta: 5 days, 18:39:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6449, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.0503 2021-06-21 19:32:17,119 - mmaction - INFO - Epoch [62][1380/1879] lr: 1.188e-01, eta: 5 days, 18:38:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6312, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.0303 2021-06-21 19:33:01,930 - mmaction - INFO - Epoch [62][1400/1879] lr: 1.188e-01, eta: 5 days, 18:37:39, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6383, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.0042 2021-06-21 19:33:46,656 - mmaction - INFO - Epoch [62][1420/1879] lr: 1.188e-01, eta: 5 days, 18:36:54, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6324, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.0541 2021-06-21 19:34:31,371 - mmaction - INFO - Epoch [62][1440/1879] lr: 1.188e-01, eta: 5 days, 18:36:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6406, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.0189 2021-06-21 19:35:16,037 - mmaction - INFO - Epoch [62][1460/1879] lr: 1.188e-01, eta: 5 days, 18:35:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6395, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.0407 2021-06-21 19:36:00,776 - mmaction - INFO - Epoch [62][1480/1879] lr: 1.188e-01, eta: 5 days, 18:34:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6309, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0600 2021-06-21 19:36:45,554 - mmaction - INFO - Epoch [62][1500/1879] lr: 1.188e-01, eta: 5 days, 18:33:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6492, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.0610 2021-06-21 19:37:30,370 - mmaction - INFO - Epoch [62][1520/1879] lr: 1.188e-01, eta: 5 days, 18:33:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6199, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.0140 2021-06-21 19:38:15,248 - mmaction - INFO - Epoch [62][1540/1879] lr: 1.188e-01, eta: 5 days, 18:32:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6410, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.0338 2021-06-21 19:38:59,960 - mmaction - INFO - Epoch [62][1560/1879] lr: 1.188e-01, eta: 5 days, 18:31:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3652, top5_acc: 0.6344, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.0645 2021-06-21 19:39:44,768 - mmaction - INFO - Epoch [62][1580/1879] lr: 1.188e-01, eta: 5 days, 18:30:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6371, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.0324 2021-06-21 19:40:29,584 - mmaction - INFO - Epoch [62][1600/1879] lr: 1.188e-01, eta: 5 days, 18:30:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.9998 2021-06-21 19:41:14,491 - mmaction - INFO - Epoch [62][1620/1879] lr: 1.188e-01, eta: 5 days, 18:29:22, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6488, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.0632 2021-06-21 19:41:59,263 - mmaction - INFO - Epoch [62][1640/1879] lr: 1.188e-01, eta: 5 days, 18:28:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6359, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.0112 2021-06-21 19:42:44,105 - mmaction - INFO - Epoch [62][1660/1879] lr: 1.188e-01, eta: 5 days, 18:27:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6332, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0692 2021-06-21 19:43:29,032 - mmaction - INFO - Epoch [62][1680/1879] lr: 1.188e-01, eta: 5 days, 18:27:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6219, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.9452 2021-06-21 19:44:13,845 - mmaction - INFO - Epoch [62][1700/1879] lr: 1.188e-01, eta: 5 days, 18:26:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6348, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0353 2021-06-21 19:44:58,613 - mmaction - INFO - Epoch [62][1720/1879] lr: 1.188e-01, eta: 5 days, 18:25:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6410, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.9814 2021-06-21 19:45:43,343 - mmaction - INFO - Epoch [62][1740/1879] lr: 1.188e-01, eta: 5 days, 18:24:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.0106 2021-06-21 19:46:28,186 - mmaction - INFO - Epoch [62][1760/1879] lr: 1.188e-01, eta: 5 days, 18:24:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6352, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.9694 2021-06-21 19:47:12,986 - mmaction - INFO - Epoch [62][1780/1879] lr: 1.188e-01, eta: 5 days, 18:23:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6438, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.0149 2021-06-21 19:47:57,743 - mmaction - INFO - Epoch [62][1800/1879] lr: 1.188e-01, eta: 5 days, 18:22:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.0044 2021-06-21 19:48:42,548 - mmaction - INFO - Epoch [62][1820/1879] lr: 1.188e-01, eta: 5 days, 18:21:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6340, loss_cls: 2.7869, loss: 2.7869, grad_norm: 1.9850 2021-06-21 19:49:27,242 - mmaction - INFO - Epoch [62][1840/1879] lr: 1.188e-01, eta: 5 days, 18:21:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6387, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.0203 2021-06-21 19:50:11,950 - mmaction - INFO - Epoch [62][1860/1879] lr: 1.188e-01, eta: 5 days, 18:20:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6199, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.0335 2021-06-21 19:50:54,847 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-06-21 19:52:25,277 - mmaction - INFO - Epoch [63][20/1879] lr: 1.176e-01, eta: 5 days, 18:18:57, time: 4.503, data_time: 2.189, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6473, loss_cls: 2.6969, loss: 2.6969, grad_norm: 1.9594 2021-06-21 19:53:10,232 - mmaction - INFO - Epoch [63][40/1879] lr: 1.176e-01, eta: 5 days, 18:18:13, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6594, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.0697 2021-06-21 19:53:55,036 - mmaction - INFO - Epoch [63][60/1879] lr: 1.176e-01, eta: 5 days, 18:17:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.0321 2021-06-21 19:54:40,054 - mmaction - INFO - Epoch [63][80/1879] lr: 1.176e-01, eta: 5 days, 18:16:43, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6617, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.0187 2021-06-21 19:55:24,898 - mmaction - INFO - Epoch [63][100/1879] lr: 1.176e-01, eta: 5 days, 18:15:58, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0413 2021-06-21 19:56:09,861 - mmaction - INFO - Epoch [63][120/1879] lr: 1.176e-01, eta: 5 days, 18:15:13, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.0146 2021-06-21 19:56:54,882 - mmaction - INFO - Epoch [63][140/1879] lr: 1.176e-01, eta: 5 days, 18:14:28, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6457, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.0402 2021-06-21 19:57:39,684 - mmaction - INFO - Epoch [63][160/1879] lr: 1.176e-01, eta: 5 days, 18:13:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.0325 2021-06-21 19:58:24,564 - mmaction - INFO - Epoch [63][180/1879] lr: 1.176e-01, eta: 5 days, 18:12:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6480, loss_cls: 2.7697, loss: 2.7697, grad_norm: 2.0561 2021-06-21 19:59:09,551 - mmaction - INFO - Epoch [63][200/1879] lr: 1.176e-01, eta: 5 days, 18:12:13, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6555, loss_cls: 2.6929, loss: 2.6929, grad_norm: 1.9819 2021-06-21 19:59:54,397 - mmaction - INFO - Epoch [63][220/1879] lr: 1.176e-01, eta: 5 days, 18:11:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6590, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.0463 2021-06-21 20:00:39,254 - mmaction - INFO - Epoch [63][240/1879] lr: 1.176e-01, eta: 5 days, 18:10:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6590, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.0399 2021-06-21 20:01:24,036 - mmaction - INFO - Epoch [63][260/1879] lr: 1.176e-01, eta: 5 days, 18:09:58, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6484, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.0807 2021-06-21 20:02:08,905 - mmaction - INFO - Epoch [63][280/1879] lr: 1.176e-01, eta: 5 days, 18:09:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6121, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.0693 2021-06-21 20:02:53,674 - mmaction - INFO - Epoch [63][300/1879] lr: 1.176e-01, eta: 5 days, 18:08:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6398, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.0291 2021-06-21 20:03:38,463 - mmaction - INFO - Epoch [63][320/1879] lr: 1.176e-01, eta: 5 days, 18:07:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.0314 2021-06-21 20:04:23,268 - mmaction - INFO - Epoch [63][340/1879] lr: 1.176e-01, eta: 5 days, 18:06:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.0683 2021-06-21 20:05:08,064 - mmaction - INFO - Epoch [63][360/1879] lr: 1.176e-01, eta: 5 days, 18:06:12, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7238, loss: 2.7238, grad_norm: 1.9999 2021-06-21 20:05:52,869 - mmaction - INFO - Epoch [63][380/1879] lr: 1.176e-01, eta: 5 days, 18:05:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6344, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.0385 2021-06-21 20:06:37,854 - mmaction - INFO - Epoch [63][400/1879] lr: 1.176e-01, eta: 5 days, 18:04:42, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.7522, loss: 2.7522, grad_norm: 1.9820 2021-06-21 20:07:22,598 - mmaction - INFO - Epoch [63][420/1879] lr: 1.176e-01, eta: 5 days, 18:03:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6320, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.0311 2021-06-21 20:08:07,351 - mmaction - INFO - Epoch [63][440/1879] lr: 1.176e-01, eta: 5 days, 18:03:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6469, loss_cls: 2.7319, loss: 2.7319, grad_norm: 1.9816 2021-06-21 20:08:52,246 - mmaction - INFO - Epoch [63][460/1879] lr: 1.176e-01, eta: 5 days, 18:02:27, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.0079 2021-06-21 20:09:36,917 - mmaction - INFO - Epoch [63][480/1879] lr: 1.176e-01, eta: 5 days, 18:01:41, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6277, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.0236 2021-06-21 20:10:21,642 - mmaction - INFO - Epoch [63][500/1879] lr: 1.176e-01, eta: 5 days, 18:00:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6520, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.0385 2021-06-21 20:11:06,319 - mmaction - INFO - Epoch [63][520/1879] lr: 1.176e-01, eta: 5 days, 18:00:11, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6441, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.0290 2021-06-21 20:11:51,074 - mmaction - INFO - Epoch [63][540/1879] lr: 1.176e-01, eta: 5 days, 17:59:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6359, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.0870 2021-06-21 20:12:35,909 - mmaction - INFO - Epoch [63][560/1879] lr: 1.176e-01, eta: 5 days, 17:58:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.0752 2021-06-21 20:13:20,760 - mmaction - INFO - Epoch [63][580/1879] lr: 1.176e-01, eta: 5 days, 17:57:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6461, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.0115 2021-06-21 20:14:05,490 - mmaction - INFO - Epoch [63][600/1879] lr: 1.176e-01, eta: 5 days, 17:57:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6508, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.0276 2021-06-21 20:14:50,331 - mmaction - INFO - Epoch [63][620/1879] lr: 1.176e-01, eta: 5 days, 17:56:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7341, loss: 2.7341, grad_norm: 1.9948 2021-06-21 20:15:35,191 - mmaction - INFO - Epoch [63][640/1879] lr: 1.176e-01, eta: 5 days, 17:55:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.0809 2021-06-21 20:16:19,967 - mmaction - INFO - Epoch [63][660/1879] lr: 1.176e-01, eta: 5 days, 17:54:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.0384 2021-06-21 20:17:04,599 - mmaction - INFO - Epoch [63][680/1879] lr: 1.176e-01, eta: 5 days, 17:54:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6402, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.0548 2021-06-21 20:17:49,406 - mmaction - INFO - Epoch [63][700/1879] lr: 1.176e-01, eta: 5 days, 17:53:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.0581 2021-06-21 20:18:34,172 - mmaction - INFO - Epoch [63][720/1879] lr: 1.176e-01, eta: 5 days, 17:52:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6379, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.0000 2021-06-21 20:19:18,958 - mmaction - INFO - Epoch [63][740/1879] lr: 1.176e-01, eta: 5 days, 17:51:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.0554 2021-06-21 20:20:03,851 - mmaction - INFO - Epoch [63][760/1879] lr: 1.176e-01, eta: 5 days, 17:51:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6449, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.0025 2021-06-21 20:20:48,613 - mmaction - INFO - Epoch [63][780/1879] lr: 1.176e-01, eta: 5 days, 17:50:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.1083 2021-06-21 20:21:33,378 - mmaction - INFO - Epoch [63][800/1879] lr: 1.176e-01, eta: 5 days, 17:49:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6188, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.0597 2021-06-21 20:22:18,253 - mmaction - INFO - Epoch [63][820/1879] lr: 1.176e-01, eta: 5 days, 17:48:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6438, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.0402 2021-06-21 20:23:03,025 - mmaction - INFO - Epoch [63][840/1879] lr: 1.176e-01, eta: 5 days, 17:48:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6480, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.0412 2021-06-21 20:23:47,927 - mmaction - INFO - Epoch [63][860/1879] lr: 1.176e-01, eta: 5 days, 17:47:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6527, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.0198 2021-06-21 20:24:32,724 - mmaction - INFO - Epoch [63][880/1879] lr: 1.176e-01, eta: 5 days, 17:46:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.0348 2021-06-21 20:25:17,557 - mmaction - INFO - Epoch [63][900/1879] lr: 1.176e-01, eta: 5 days, 17:45:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6516, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.9908 2021-06-21 20:26:02,471 - mmaction - INFO - Epoch [63][920/1879] lr: 1.176e-01, eta: 5 days, 17:45:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6348, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.0506 2021-06-21 20:26:47,356 - mmaction - INFO - Epoch [63][940/1879] lr: 1.176e-01, eta: 5 days, 17:44:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6434, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.0290 2021-06-21 20:27:32,033 - mmaction - INFO - Epoch [63][960/1879] lr: 1.176e-01, eta: 5 days, 17:43:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6426, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.0181 2021-06-21 20:28:16,954 - mmaction - INFO - Epoch [63][980/1879] lr: 1.176e-01, eta: 5 days, 17:42:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6293, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.1168 2021-06-21 20:29:01,756 - mmaction - INFO - Epoch [63][1000/1879] lr: 1.176e-01, eta: 5 days, 17:42:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6301, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.0396 2021-06-21 20:29:46,494 - mmaction - INFO - Epoch [63][1020/1879] lr: 1.176e-01, eta: 5 days, 17:41:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.0246 2021-06-21 20:30:31,335 - mmaction - INFO - Epoch [63][1040/1879] lr: 1.176e-01, eta: 5 days, 17:40:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6332, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.0596 2021-06-21 20:31:16,131 - mmaction - INFO - Epoch [63][1060/1879] lr: 1.176e-01, eta: 5 days, 17:39:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6418, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.0039 2021-06-21 20:32:01,058 - mmaction - INFO - Epoch [63][1080/1879] lr: 1.176e-01, eta: 5 days, 17:39:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6504, loss_cls: 2.7362, loss: 2.7362, grad_norm: 1.9763 2021-06-21 20:32:45,779 - mmaction - INFO - Epoch [63][1100/1879] lr: 1.176e-01, eta: 5 days, 17:38:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.0232 2021-06-21 20:33:30,582 - mmaction - INFO - Epoch [63][1120/1879] lr: 1.176e-01, eta: 5 days, 17:37:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6512, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.0864 2021-06-21 20:34:15,422 - mmaction - INFO - Epoch [63][1140/1879] lr: 1.176e-01, eta: 5 days, 17:36:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6340, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.1575 2021-06-21 20:35:00,190 - mmaction - INFO - Epoch [63][1160/1879] lr: 1.176e-01, eta: 5 days, 17:36:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6516, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.0585 2021-06-21 20:35:45,009 - mmaction - INFO - Epoch [63][1180/1879] lr: 1.176e-01, eta: 5 days, 17:35:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6461, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.0533 2021-06-21 20:36:29,842 - mmaction - INFO - Epoch [63][1200/1879] lr: 1.176e-01, eta: 5 days, 17:34:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6262, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.0382 2021-06-21 20:37:14,619 - mmaction - INFO - Epoch [63][1220/1879] lr: 1.176e-01, eta: 5 days, 17:33:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.9902 2021-06-21 20:37:59,342 - mmaction - INFO - Epoch [63][1240/1879] lr: 1.176e-01, eta: 5 days, 17:33:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6453, loss_cls: 2.7668, loss: 2.7668, grad_norm: 1.9510 2021-06-21 20:38:44,248 - mmaction - INFO - Epoch [63][1260/1879] lr: 1.176e-01, eta: 5 days, 17:32:21, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6473, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.0041 2021-06-21 20:39:29,123 - mmaction - INFO - Epoch [63][1280/1879] lr: 1.176e-01, eta: 5 days, 17:31:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6562, loss_cls: 2.6788, loss: 2.6788, grad_norm: 1.9945 2021-06-21 20:40:13,929 - mmaction - INFO - Epoch [63][1300/1879] lr: 1.176e-01, eta: 5 days, 17:30:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6316, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.9679 2021-06-21 20:40:58,817 - mmaction - INFO - Epoch [63][1320/1879] lr: 1.176e-01, eta: 5 days, 17:30:06, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.9769 2021-06-21 20:41:43,675 - mmaction - INFO - Epoch [63][1340/1879] lr: 1.176e-01, eta: 5 days, 17:29:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3695, top5_acc: 0.6383, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.0006 2021-06-21 20:42:28,589 - mmaction - INFO - Epoch [63][1360/1879] lr: 1.176e-01, eta: 5 days, 17:28:36, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6414, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.0319 2021-06-21 20:43:13,526 - mmaction - INFO - Epoch [63][1380/1879] lr: 1.176e-01, eta: 5 days, 17:27:51, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6441, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.0134 2021-06-21 20:43:58,271 - mmaction - INFO - Epoch [63][1400/1879] lr: 1.176e-01, eta: 5 days, 17:27:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6406, loss_cls: 2.7368, loss: 2.7368, grad_norm: 1.9842 2021-06-21 20:44:42,997 - mmaction - INFO - Epoch [63][1420/1879] lr: 1.176e-01, eta: 5 days, 17:26:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6371, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.0121 2021-06-21 20:45:27,775 - mmaction - INFO - Epoch [63][1440/1879] lr: 1.176e-01, eta: 5 days, 17:25:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6469, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.0371 2021-06-21 20:46:12,658 - mmaction - INFO - Epoch [63][1460/1879] lr: 1.176e-01, eta: 5 days, 17:24:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6500, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.0080 2021-06-21 20:46:57,561 - mmaction - INFO - Epoch [63][1480/1879] lr: 1.176e-01, eta: 5 days, 17:24:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6438, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.0208 2021-06-21 20:47:42,380 - mmaction - INFO - Epoch [63][1500/1879] lr: 1.176e-01, eta: 5 days, 17:23:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6281, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.0441 2021-06-21 20:48:27,127 - mmaction - INFO - Epoch [63][1520/1879] lr: 1.176e-01, eta: 5 days, 17:22:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3629, top5_acc: 0.6254, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.0253 2021-06-21 20:49:12,018 - mmaction - INFO - Epoch [63][1540/1879] lr: 1.176e-01, eta: 5 days, 17:21:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6434, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.0923 2021-06-21 20:49:56,811 - mmaction - INFO - Epoch [63][1560/1879] lr: 1.176e-01, eta: 5 days, 17:21:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6254, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0703 2021-06-21 20:50:41,641 - mmaction - INFO - Epoch [63][1580/1879] lr: 1.176e-01, eta: 5 days, 17:20:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6328, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.9491 2021-06-21 20:51:26,395 - mmaction - INFO - Epoch [63][1600/1879] lr: 1.176e-01, eta: 5 days, 17:19:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.0419 2021-06-21 20:52:11,237 - mmaction - INFO - Epoch [63][1620/1879] lr: 1.176e-01, eta: 5 days, 17:18:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6367, loss_cls: 2.6864, loss: 2.6864, grad_norm: 1.9614 2021-06-21 20:52:56,090 - mmaction - INFO - Epoch [63][1640/1879] lr: 1.176e-01, eta: 5 days, 17:18:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.9996 2021-06-21 20:53:41,015 - mmaction - INFO - Epoch [63][1660/1879] lr: 1.176e-01, eta: 5 days, 17:17:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6422, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.0734 2021-06-21 20:54:25,942 - mmaction - INFO - Epoch [63][1680/1879] lr: 1.176e-01, eta: 5 days, 17:16:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6391, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.0838 2021-06-21 20:55:10,786 - mmaction - INFO - Epoch [63][1700/1879] lr: 1.176e-01, eta: 5 days, 17:15:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6336, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.0122 2021-06-21 20:55:55,714 - mmaction - INFO - Epoch [63][1720/1879] lr: 1.176e-01, eta: 5 days, 17:15:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6215, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.9942 2021-06-21 20:56:40,521 - mmaction - INFO - Epoch [63][1740/1879] lr: 1.176e-01, eta: 5 days, 17:14:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7517, loss: 2.7517, grad_norm: 1.9882 2021-06-21 20:57:25,293 - mmaction - INFO - Epoch [63][1760/1879] lr: 1.176e-01, eta: 5 days, 17:13:35, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.0035 2021-06-21 20:58:10,109 - mmaction - INFO - Epoch [63][1780/1879] lr: 1.176e-01, eta: 5 days, 17:12:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6383, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.0436 2021-06-21 20:58:54,908 - mmaction - INFO - Epoch [63][1800/1879] lr: 1.176e-01, eta: 5 days, 17:12:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.0406 2021-06-21 20:59:39,791 - mmaction - INFO - Epoch [63][1820/1879] lr: 1.176e-01, eta: 5 days, 17:11:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6367, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.0136 2021-06-21 21:00:24,738 - mmaction - INFO - Epoch [63][1840/1879] lr: 1.176e-01, eta: 5 days, 17:10:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6375, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.0448 2021-06-21 21:01:09,625 - mmaction - INFO - Epoch [63][1860/1879] lr: 1.176e-01, eta: 5 days, 17:09:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6438, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.9697 2021-06-21 21:01:52,928 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-06-21 21:03:23,249 - mmaction - INFO - Epoch [64][20/1879] lr: 1.163e-01, eta: 5 days, 17:08:27, time: 4.507, data_time: 2.258, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6598, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.0329 2021-06-21 21:04:08,132 - mmaction - INFO - Epoch [64][40/1879] lr: 1.163e-01, eta: 5 days, 17:07:42, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6543, loss_cls: 2.7079, loss: 2.7079, grad_norm: 2.0381 2021-06-21 21:04:52,959 - mmaction - INFO - Epoch [64][60/1879] lr: 1.163e-01, eta: 5 days, 17:06:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6410, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.0194 2021-06-21 21:05:37,824 - mmaction - INFO - Epoch [64][80/1879] lr: 1.163e-01, eta: 5 days, 17:06:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6426, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.0227 2021-06-21 21:06:22,673 - mmaction - INFO - Epoch [64][100/1879] lr: 1.163e-01, eta: 5 days, 17:05:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6422, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.0017 2021-06-21 21:07:07,534 - mmaction - INFO - Epoch [64][120/1879] lr: 1.163e-01, eta: 5 days, 17:04:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6680, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.0190 2021-06-21 21:07:52,508 - mmaction - INFO - Epoch [64][140/1879] lr: 1.163e-01, eta: 5 days, 17:03:57, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6637, loss_cls: 2.6655, loss: 2.6655, grad_norm: 1.9914 2021-06-21 21:08:37,405 - mmaction - INFO - Epoch [64][160/1879] lr: 1.163e-01, eta: 5 days, 17:03:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6406, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.0108 2021-06-21 21:09:22,193 - mmaction - INFO - Epoch [64][180/1879] lr: 1.163e-01, eta: 5 days, 17:02:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6176, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.0323 2021-06-21 21:10:06,982 - mmaction - INFO - Epoch [64][200/1879] lr: 1.163e-01, eta: 5 days, 17:01:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6430, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.0903 2021-06-21 21:10:51,785 - mmaction - INFO - Epoch [64][220/1879] lr: 1.163e-01, eta: 5 days, 17:00:56, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6434, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.0256 2021-06-21 21:11:36,584 - mmaction - INFO - Epoch [64][240/1879] lr: 1.163e-01, eta: 5 days, 17:00:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6461, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.9790 2021-06-21 21:12:21,383 - mmaction - INFO - Epoch [64][260/1879] lr: 1.163e-01, eta: 5 days, 16:59:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6457, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.0690 2021-06-21 21:13:06,098 - mmaction - INFO - Epoch [64][280/1879] lr: 1.163e-01, eta: 5 days, 16:58:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6492, loss_cls: 2.7115, loss: 2.7115, grad_norm: 1.9878 2021-06-21 21:13:50,936 - mmaction - INFO - Epoch [64][300/1879] lr: 1.163e-01, eta: 5 days, 16:57:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6516, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.0331 2021-06-21 21:14:35,801 - mmaction - INFO - Epoch [64][320/1879] lr: 1.163e-01, eta: 5 days, 16:57:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6582, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.0221 2021-06-21 21:15:20,607 - mmaction - INFO - Epoch [64][340/1879] lr: 1.163e-01, eta: 5 days, 16:56:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6727, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.0108 2021-06-21 21:16:05,471 - mmaction - INFO - Epoch [64][360/1879] lr: 1.163e-01, eta: 5 days, 16:55:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6602, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.0565 2021-06-21 21:16:50,154 - mmaction - INFO - Epoch [64][380/1879] lr: 1.163e-01, eta: 5 days, 16:54:55, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6430, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.0065 2021-06-21 21:17:34,911 - mmaction - INFO - Epoch [64][400/1879] lr: 1.163e-01, eta: 5 days, 16:54:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6348, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.0259 2021-06-21 21:18:19,730 - mmaction - INFO - Epoch [64][420/1879] lr: 1.163e-01, eta: 5 days, 16:53:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6449, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.0026 2021-06-21 21:19:04,475 - mmaction - INFO - Epoch [64][440/1879] lr: 1.163e-01, eta: 5 days, 16:52:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6582, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.0368 2021-06-21 21:19:49,338 - mmaction - INFO - Epoch [64][460/1879] lr: 1.163e-01, eta: 5 days, 16:51:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0292 2021-06-21 21:20:34,160 - mmaction - INFO - Epoch [64][480/1879] lr: 1.163e-01, eta: 5 days, 16:51:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6512, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.0043 2021-06-21 21:21:18,902 - mmaction - INFO - Epoch [64][500/1879] lr: 1.163e-01, eta: 5 days, 16:50:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6273, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.0661 2021-06-21 21:22:03,773 - mmaction - INFO - Epoch [64][520/1879] lr: 1.163e-01, eta: 5 days, 16:49:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6406, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.0520 2021-06-21 21:22:48,451 - mmaction - INFO - Epoch [64][540/1879] lr: 1.163e-01, eta: 5 days, 16:48:54, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6422, loss_cls: 2.7080, loss: 2.7080, grad_norm: 1.9413 2021-06-21 21:23:33,419 - mmaction - INFO - Epoch [64][560/1879] lr: 1.163e-01, eta: 5 days, 16:48:09, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6371, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.0508 2021-06-21 21:24:18,194 - mmaction - INFO - Epoch [64][580/1879] lr: 1.163e-01, eta: 5 days, 16:47:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.0528 2021-06-21 21:25:03,002 - mmaction - INFO - Epoch [64][600/1879] lr: 1.163e-01, eta: 5 days, 16:46:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6461, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.0446 2021-06-21 21:25:47,768 - mmaction - INFO - Epoch [64][620/1879] lr: 1.163e-01, eta: 5 days, 16:45:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.1017 2021-06-21 21:26:32,541 - mmaction - INFO - Epoch [64][640/1879] lr: 1.163e-01, eta: 5 days, 16:45:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6426, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.0425 2021-06-21 21:27:17,302 - mmaction - INFO - Epoch [64][660/1879] lr: 1.163e-01, eta: 5 days, 16:44:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6480, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.0290 2021-06-21 21:28:02,317 - mmaction - INFO - Epoch [64][680/1879] lr: 1.163e-01, eta: 5 days, 16:43:38, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6430, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0866 2021-06-21 21:28:47,155 - mmaction - INFO - Epoch [64][700/1879] lr: 1.163e-01, eta: 5 days, 16:42:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6426, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.0844 2021-06-21 21:29:31,943 - mmaction - INFO - Epoch [64][720/1879] lr: 1.163e-01, eta: 5 days, 16:42:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7014, loss: 2.7014, grad_norm: 1.9842 2021-06-21 21:30:16,716 - mmaction - INFO - Epoch [64][740/1879] lr: 1.163e-01, eta: 5 days, 16:41:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6359, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.0326 2021-06-21 21:31:01,310 - mmaction - INFO - Epoch [64][760/1879] lr: 1.163e-01, eta: 5 days, 16:40:37, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.0104 2021-06-21 21:31:46,074 - mmaction - INFO - Epoch [64][780/1879] lr: 1.163e-01, eta: 5 days, 16:39:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6496, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.0897 2021-06-21 21:32:30,841 - mmaction - INFO - Epoch [64][800/1879] lr: 1.163e-01, eta: 5 days, 16:39:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.0193 2021-06-21 21:33:15,741 - mmaction - INFO - Epoch [64][820/1879] lr: 1.163e-01, eta: 5 days, 16:38:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6508, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.0539 2021-06-21 21:34:00,540 - mmaction - INFO - Epoch [64][840/1879] lr: 1.163e-01, eta: 5 days, 16:37:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6535, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.0949 2021-06-21 21:34:45,409 - mmaction - INFO - Epoch [64][860/1879] lr: 1.163e-01, eta: 5 days, 16:36:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.9862 2021-06-21 21:35:30,175 - mmaction - INFO - Epoch [64][880/1879] lr: 1.163e-01, eta: 5 days, 16:36:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6426, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.0603 2021-06-21 21:36:14,857 - mmaction - INFO - Epoch [64][900/1879] lr: 1.163e-01, eta: 5 days, 16:35:21, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6551, loss_cls: 2.6785, loss: 2.6785, grad_norm: 1.9558 2021-06-21 21:36:59,533 - mmaction - INFO - Epoch [64][920/1879] lr: 1.163e-01, eta: 5 days, 16:34:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6520, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.1035 2021-06-21 21:37:44,305 - mmaction - INFO - Epoch [64][940/1879] lr: 1.163e-01, eta: 5 days, 16:33:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6293, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.0559 2021-06-21 21:38:29,004 - mmaction - INFO - Epoch [64][960/1879] lr: 1.163e-01, eta: 5 days, 16:33:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6367, loss_cls: 2.7867, loss: 2.7867, grad_norm: 1.9582 2021-06-21 21:39:13,653 - mmaction - INFO - Epoch [64][980/1879] lr: 1.163e-01, eta: 5 days, 16:32:20, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6531, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.0029 2021-06-21 21:39:58,312 - mmaction - INFO - Epoch [64][1000/1879] lr: 1.163e-01, eta: 5 days, 16:31:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6344, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.0208 2021-06-21 21:40:43,279 - mmaction - INFO - Epoch [64][1020/1879] lr: 1.163e-01, eta: 5 days, 16:30:50, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6422, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.0270 2021-06-21 21:41:28,104 - mmaction - INFO - Epoch [64][1040/1879] lr: 1.163e-01, eta: 5 days, 16:30:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6449, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.0364 2021-06-21 21:42:12,840 - mmaction - INFO - Epoch [64][1060/1879] lr: 1.163e-01, eta: 5 days, 16:29:20, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6434, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.0636 2021-06-21 21:42:57,445 - mmaction - INFO - Epoch [64][1080/1879] lr: 1.163e-01, eta: 5 days, 16:28:34, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6426, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.0004 2021-06-21 21:43:42,193 - mmaction - INFO - Epoch [64][1100/1879] lr: 1.163e-01, eta: 5 days, 16:27:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6312, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.9862 2021-06-21 21:44:26,831 - mmaction - INFO - Epoch [64][1120/1879] lr: 1.163e-01, eta: 5 days, 16:27:03, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6457, loss_cls: 2.7064, loss: 2.7064, grad_norm: 1.9578 2021-06-21 21:45:11,477 - mmaction - INFO - Epoch [64][1140/1879] lr: 1.163e-01, eta: 5 days, 16:26:18, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6492, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.0022 2021-06-21 21:45:56,226 - mmaction - INFO - Epoch [64][1160/1879] lr: 1.163e-01, eta: 5 days, 16:25:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6371, loss_cls: 2.7290, loss: 2.7290, grad_norm: 1.9938 2021-06-21 21:46:40,928 - mmaction - INFO - Epoch [64][1180/1879] lr: 1.163e-01, eta: 5 days, 16:24:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6594, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.0695 2021-06-21 21:47:25,669 - mmaction - INFO - Epoch [64][1200/1879] lr: 1.163e-01, eta: 5 days, 16:24:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6656, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.0158 2021-06-21 21:48:10,388 - mmaction - INFO - Epoch [64][1220/1879] lr: 1.163e-01, eta: 5 days, 16:23:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.0080 2021-06-21 21:48:55,204 - mmaction - INFO - Epoch [64][1240/1879] lr: 1.163e-01, eta: 5 days, 16:22:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6547, loss_cls: 2.6892, loss: 2.6892, grad_norm: 1.9927 2021-06-21 21:49:39,994 - mmaction - INFO - Epoch [64][1260/1879] lr: 1.163e-01, eta: 5 days, 16:21:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6441, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.0157 2021-06-21 21:50:24,777 - mmaction - INFO - Epoch [64][1280/1879] lr: 1.163e-01, eta: 5 days, 16:21:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.0123 2021-06-21 21:51:09,529 - mmaction - INFO - Epoch [64][1300/1879] lr: 1.163e-01, eta: 5 days, 16:20:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.0639 2021-06-21 21:51:54,198 - mmaction - INFO - Epoch [64][1320/1879] lr: 1.163e-01, eta: 5 days, 16:19:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6613, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.0381 2021-06-21 21:52:38,998 - mmaction - INFO - Epoch [64][1340/1879] lr: 1.163e-01, eta: 5 days, 16:18:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6480, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.1046 2021-06-21 21:53:23,811 - mmaction - INFO - Epoch [64][1360/1879] lr: 1.163e-01, eta: 5 days, 16:18:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6348, loss_cls: 2.7470, loss: 2.7470, grad_norm: 1.9992 2021-06-21 21:54:08,695 - mmaction - INFO - Epoch [64][1380/1879] lr: 1.163e-01, eta: 5 days, 16:17:16, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.0166 2021-06-21 21:54:53,352 - mmaction - INFO - Epoch [64][1400/1879] lr: 1.163e-01, eta: 5 days, 16:16:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7398, loss: 2.7398, grad_norm: 1.9812 2021-06-21 21:55:38,206 - mmaction - INFO - Epoch [64][1420/1879] lr: 1.163e-01, eta: 5 days, 16:15:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6418, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.0163 2021-06-21 21:56:23,037 - mmaction - INFO - Epoch [64][1440/1879] lr: 1.163e-01, eta: 5 days, 16:15:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6473, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.0007 2021-06-21 21:57:07,801 - mmaction - INFO - Epoch [64][1460/1879] lr: 1.163e-01, eta: 5 days, 16:14:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6289, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.0645 2021-06-21 21:57:52,745 - mmaction - INFO - Epoch [64][1480/1879] lr: 1.163e-01, eta: 5 days, 16:13:30, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6270, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.0075 2021-06-21 21:58:37,510 - mmaction - INFO - Epoch [64][1500/1879] lr: 1.163e-01, eta: 5 days, 16:12:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6379, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.0591 2021-06-21 21:59:22,346 - mmaction - INFO - Epoch [64][1520/1879] lr: 1.163e-01, eta: 5 days, 16:12:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6555, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.0180 2021-06-21 22:00:07,148 - mmaction - INFO - Epoch [64][1540/1879] lr: 1.163e-01, eta: 5 days, 16:11:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6449, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.0185 2021-06-21 22:00:51,832 - mmaction - INFO - Epoch [64][1560/1879] lr: 1.163e-01, eta: 5 days, 16:10:29, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6457, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.0317 2021-06-21 22:01:36,673 - mmaction - INFO - Epoch [64][1580/1879] lr: 1.163e-01, eta: 5 days, 16:09:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6461, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.0168 2021-06-21 22:02:21,460 - mmaction - INFO - Epoch [64][1600/1879] lr: 1.163e-01, eta: 5 days, 16:08:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.1035 2021-06-21 22:03:06,311 - mmaction - INFO - Epoch [64][1620/1879] lr: 1.163e-01, eta: 5 days, 16:08:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6348, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.0253 2021-06-21 22:03:51,036 - mmaction - INFO - Epoch [64][1640/1879] lr: 1.163e-01, eta: 5 days, 16:07:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6379, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.0507 2021-06-21 22:04:35,766 - mmaction - INFO - Epoch [64][1660/1879] lr: 1.163e-01, eta: 5 days, 16:06:44, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6406, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.0121 2021-06-21 22:05:20,480 - mmaction - INFO - Epoch [64][1680/1879] lr: 1.163e-01, eta: 5 days, 16:05:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6328, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.9899 2021-06-21 22:06:05,074 - mmaction - INFO - Epoch [64][1700/1879] lr: 1.163e-01, eta: 5 days, 16:05:13, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6418, loss_cls: 2.7477, loss: 2.7477, grad_norm: 1.9732 2021-06-21 22:06:49,806 - mmaction - INFO - Epoch [64][1720/1879] lr: 1.163e-01, eta: 5 days, 16:04:28, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.0230 2021-06-21 22:07:34,517 - mmaction - INFO - Epoch [64][1740/1879] lr: 1.163e-01, eta: 5 days, 16:03:42, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.0177 2021-06-21 22:08:19,256 - mmaction - INFO - Epoch [64][1760/1879] lr: 1.163e-01, eta: 5 days, 16:02:57, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6262, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.0560 2021-06-21 22:09:04,117 - mmaction - INFO - Epoch [64][1780/1879] lr: 1.163e-01, eta: 5 days, 16:02:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3730, top5_acc: 0.6410, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.0339 2021-06-21 22:09:48,939 - mmaction - INFO - Epoch [64][1800/1879] lr: 1.163e-01, eta: 5 days, 16:01:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6469, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.0259 2021-06-21 22:10:33,724 - mmaction - INFO - Epoch [64][1820/1879] lr: 1.163e-01, eta: 5 days, 16:00:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6211, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.0660 2021-06-21 22:11:18,409 - mmaction - INFO - Epoch [64][1840/1879] lr: 1.163e-01, eta: 5 days, 15:59:56, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6488, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.0165 2021-06-21 22:12:03,169 - mmaction - INFO - Epoch [64][1860/1879] lr: 1.163e-01, eta: 5 days, 15:59:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6391, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.0197 2021-06-21 22:12:45,884 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-06-21 22:14:16,171 - mmaction - INFO - Epoch [65][20/1879] lr: 1.151e-01, eta: 5 days, 15:57:48, time: 4.488, data_time: 2.172, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6586, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.0224 2021-06-21 22:15:01,014 - mmaction - INFO - Epoch [65][40/1879] lr: 1.151e-01, eta: 5 days, 15:57:03, time: 2.242, data_time: 0.004, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6379, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.0216 2021-06-21 22:15:45,900 - mmaction - INFO - Epoch [65][60/1879] lr: 1.151e-01, eta: 5 days, 15:56:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6426, loss_cls: 2.7262, loss: 2.7262, grad_norm: 1.9986 2021-06-21 22:16:30,892 - mmaction - INFO - Epoch [65][80/1879] lr: 1.151e-01, eta: 5 days, 15:55:33, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6719, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.0127 2021-06-21 22:17:15,885 - mmaction - INFO - Epoch [65][100/1879] lr: 1.151e-01, eta: 5 days, 15:54:48, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3676, top5_acc: 0.6328, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0275 2021-06-21 22:18:00,759 - mmaction - INFO - Epoch [65][120/1879] lr: 1.151e-01, eta: 5 days, 15:54:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6586, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.0334 2021-06-21 22:18:45,651 - mmaction - INFO - Epoch [65][140/1879] lr: 1.151e-01, eta: 5 days, 15:53:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6406, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.9364 2021-06-21 22:19:30,465 - mmaction - INFO - Epoch [65][160/1879] lr: 1.151e-01, eta: 5 days, 15:52:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6441, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.0565 2021-06-21 22:20:15,236 - mmaction - INFO - Epoch [65][180/1879] lr: 1.151e-01, eta: 5 days, 15:51:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6539, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.0116 2021-06-21 22:21:00,131 - mmaction - INFO - Epoch [65][200/1879] lr: 1.151e-01, eta: 5 days, 15:51:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.0639 2021-06-21 22:21:45,006 - mmaction - INFO - Epoch [65][220/1879] lr: 1.151e-01, eta: 5 days, 15:50:18, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.0703 2021-06-21 22:22:29,989 - mmaction - INFO - Epoch [65][240/1879] lr: 1.151e-01, eta: 5 days, 15:49:33, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6566, loss_cls: 2.6830, loss: 2.6830, grad_norm: 1.9855 2021-06-21 22:23:15,001 - mmaction - INFO - Epoch [65][260/1879] lr: 1.151e-01, eta: 5 days, 15:48:48, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6555, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.0085 2021-06-21 22:23:59,931 - mmaction - INFO - Epoch [65][280/1879] lr: 1.151e-01, eta: 5 days, 15:48:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6520, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.0119 2021-06-21 22:24:44,830 - mmaction - INFO - Epoch [65][300/1879] lr: 1.151e-01, eta: 5 days, 15:47:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6453, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.0465 2021-06-21 22:25:29,630 - mmaction - INFO - Epoch [65][320/1879] lr: 1.151e-01, eta: 5 days, 15:46:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6500, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.0295 2021-06-21 22:26:14,528 - mmaction - INFO - Epoch [65][340/1879] lr: 1.151e-01, eta: 5 days, 15:45:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6488, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.1011 2021-06-21 22:26:59,350 - mmaction - INFO - Epoch [65][360/1879] lr: 1.151e-01, eta: 5 days, 15:45:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6668, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.0493 2021-06-21 22:27:44,320 - mmaction - INFO - Epoch [65][380/1879] lr: 1.151e-01, eta: 5 days, 15:44:19, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6406, loss_cls: 2.7461, loss: 2.7461, grad_norm: 1.9990 2021-06-21 22:28:29,056 - mmaction - INFO - Epoch [65][400/1879] lr: 1.151e-01, eta: 5 days, 15:43:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6535, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.0200 2021-06-21 22:29:14,018 - mmaction - INFO - Epoch [65][420/1879] lr: 1.151e-01, eta: 5 days, 15:42:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6488, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.9969 2021-06-21 22:29:58,997 - mmaction - INFO - Epoch [65][440/1879] lr: 1.151e-01, eta: 5 days, 15:42:04, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6340, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.0013 2021-06-21 22:30:43,922 - mmaction - INFO - Epoch [65][460/1879] lr: 1.151e-01, eta: 5 days, 15:41:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6555, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.0153 2021-06-21 22:31:28,729 - mmaction - INFO - Epoch [65][480/1879] lr: 1.151e-01, eta: 5 days, 15:40:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6379, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.0501 2021-06-21 22:32:13,572 - mmaction - INFO - Epoch [65][500/1879] lr: 1.151e-01, eta: 5 days, 15:39:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6449, loss_cls: 2.7396, loss: 2.7396, grad_norm: 1.9982 2021-06-21 22:32:58,325 - mmaction - INFO - Epoch [65][520/1879] lr: 1.151e-01, eta: 5 days, 15:39:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.0319 2021-06-21 22:33:43,250 - mmaction - INFO - Epoch [65][540/1879] lr: 1.151e-01, eta: 5 days, 15:38:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6574, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.0036 2021-06-21 22:34:28,045 - mmaction - INFO - Epoch [65][560/1879] lr: 1.151e-01, eta: 5 days, 15:37:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6418, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.0540 2021-06-21 22:35:12,945 - mmaction - INFO - Epoch [65][580/1879] lr: 1.151e-01, eta: 5 days, 15:36:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6602, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.0200 2021-06-21 22:35:57,695 - mmaction - INFO - Epoch [65][600/1879] lr: 1.151e-01, eta: 5 days, 15:36:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6527, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.0354 2021-06-21 22:36:42,469 - mmaction - INFO - Epoch [65][620/1879] lr: 1.151e-01, eta: 5 days, 15:35:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.9964 2021-06-21 22:37:27,204 - mmaction - INFO - Epoch [65][640/1879] lr: 1.151e-01, eta: 5 days, 15:34:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6559, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.0421 2021-06-21 22:38:12,212 - mmaction - INFO - Epoch [65][660/1879] lr: 1.151e-01, eta: 5 days, 15:33:48, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6594, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.0742 2021-06-21 22:38:56,997 - mmaction - INFO - Epoch [65][680/1879] lr: 1.151e-01, eta: 5 days, 15:33:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6453, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.0829 2021-06-21 22:39:41,891 - mmaction - INFO - Epoch [65][700/1879] lr: 1.151e-01, eta: 5 days, 15:32:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.0252 2021-06-21 22:40:26,564 - mmaction - INFO - Epoch [65][720/1879] lr: 1.151e-01, eta: 5 days, 15:31:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6566, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.0324 2021-06-21 22:41:11,418 - mmaction - INFO - Epoch [65][740/1879] lr: 1.151e-01, eta: 5 days, 15:30:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6395, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.0596 2021-06-21 22:41:56,188 - mmaction - INFO - Epoch [65][760/1879] lr: 1.151e-01, eta: 5 days, 15:30:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6547, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.0294 2021-06-21 22:42:41,130 - mmaction - INFO - Epoch [65][780/1879] lr: 1.151e-01, eta: 5 days, 15:29:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6523, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.0668 2021-06-21 22:43:25,863 - mmaction - INFO - Epoch [65][800/1879] lr: 1.151e-01, eta: 5 days, 15:28:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6488, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.0927 2021-06-21 22:44:10,672 - mmaction - INFO - Epoch [65][820/1879] lr: 1.151e-01, eta: 5 days, 15:27:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6512, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.0728 2021-06-21 22:44:55,414 - mmaction - INFO - Epoch [65][840/1879] lr: 1.151e-01, eta: 5 days, 15:27:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6605, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.0747 2021-06-21 22:45:40,176 - mmaction - INFO - Epoch [65][860/1879] lr: 1.151e-01, eta: 5 days, 15:26:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6445, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.0480 2021-06-21 22:46:24,903 - mmaction - INFO - Epoch [65][880/1879] lr: 1.151e-01, eta: 5 days, 15:25:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6387, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.1361 2021-06-21 22:47:09,617 - mmaction - INFO - Epoch [65][900/1879] lr: 1.151e-01, eta: 5 days, 15:24:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6539, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.0371 2021-06-21 22:47:54,312 - mmaction - INFO - Epoch [65][920/1879] lr: 1.151e-01, eta: 5 days, 15:24:01, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6367, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.0610 2021-06-21 22:48:39,102 - mmaction - INFO - Epoch [65][940/1879] lr: 1.151e-01, eta: 5 days, 15:23:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6543, loss_cls: 2.6785, loss: 2.6785, grad_norm: 1.9875 2021-06-21 22:49:23,864 - mmaction - INFO - Epoch [65][960/1879] lr: 1.151e-01, eta: 5 days, 15:22:30, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6527, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.0793 2021-06-21 22:50:08,654 - mmaction - INFO - Epoch [65][980/1879] lr: 1.151e-01, eta: 5 days, 15:21:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6387, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.0697 2021-06-21 22:50:53,310 - mmaction - INFO - Epoch [65][1000/1879] lr: 1.151e-01, eta: 5 days, 15:21:00, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6324, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.0373 2021-06-21 22:51:38,158 - mmaction - INFO - Epoch [65][1020/1879] lr: 1.151e-01, eta: 5 days, 15:20:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6348, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.0190 2021-06-21 22:52:22,954 - mmaction - INFO - Epoch [65][1040/1879] lr: 1.151e-01, eta: 5 days, 15:19:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6457, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.9988 2021-06-21 22:53:07,779 - mmaction - INFO - Epoch [65][1060/1879] lr: 1.151e-01, eta: 5 days, 15:18:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3594, top5_acc: 0.6355, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.9749 2021-06-21 22:53:52,629 - mmaction - INFO - Epoch [65][1080/1879] lr: 1.151e-01, eta: 5 days, 15:18:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3645, top5_acc: 0.6230, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.0623 2021-06-21 22:54:37,401 - mmaction - INFO - Epoch [65][1100/1879] lr: 1.151e-01, eta: 5 days, 15:17:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6469, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.0894 2021-06-21 22:55:22,283 - mmaction - INFO - Epoch [65][1120/1879] lr: 1.151e-01, eta: 5 days, 15:16:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6352, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.0099 2021-06-21 22:56:07,228 - mmaction - INFO - Epoch [65][1140/1879] lr: 1.151e-01, eta: 5 days, 15:15:45, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6324, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.0413 2021-06-21 22:56:52,007 - mmaction - INFO - Epoch [65][1160/1879] lr: 1.151e-01, eta: 5 days, 15:14:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6551, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.0692 2021-06-21 22:57:36,776 - mmaction - INFO - Epoch [65][1180/1879] lr: 1.151e-01, eta: 5 days, 15:14:14, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6371, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.0460 2021-06-21 22:58:21,476 - mmaction - INFO - Epoch [65][1200/1879] lr: 1.151e-01, eta: 5 days, 15:13:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6543, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.0433 2021-06-21 22:59:06,461 - mmaction - INFO - Epoch [65][1220/1879] lr: 1.151e-01, eta: 5 days, 15:12:44, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6402, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.0161 2021-06-21 22:59:51,376 - mmaction - INFO - Epoch [65][1240/1879] lr: 1.151e-01, eta: 5 days, 15:11:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6383, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.9914 2021-06-21 23:00:36,118 - mmaction - INFO - Epoch [65][1260/1879] lr: 1.151e-01, eta: 5 days, 15:11:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6328, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.0369 2021-06-21 23:01:20,771 - mmaction - INFO - Epoch [65][1280/1879] lr: 1.151e-01, eta: 5 days, 15:10:29, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6449, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.0744 2021-06-21 23:02:05,401 - mmaction - INFO - Epoch [65][1300/1879] lr: 1.151e-01, eta: 5 days, 15:09:43, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6453, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.0200 2021-06-21 23:02:50,196 - mmaction - INFO - Epoch [65][1320/1879] lr: 1.151e-01, eta: 5 days, 15:08:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6344, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.0259 2021-06-21 23:03:34,925 - mmaction - INFO - Epoch [65][1340/1879] lr: 1.151e-01, eta: 5 days, 15:08:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.0277 2021-06-21 23:04:19,913 - mmaction - INFO - Epoch [65][1360/1879] lr: 1.151e-01, eta: 5 days, 15:07:28, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6168, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.0886 2021-06-21 23:05:04,623 - mmaction - INFO - Epoch [65][1380/1879] lr: 1.151e-01, eta: 5 days, 15:06:43, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6430, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.9937 2021-06-21 23:05:49,355 - mmaction - INFO - Epoch [65][1400/1879] lr: 1.151e-01, eta: 5 days, 15:05:58, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6359, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.0214 2021-06-21 23:06:34,216 - mmaction - INFO - Epoch [65][1420/1879] lr: 1.151e-01, eta: 5 days, 15:05:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6418, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.0224 2021-06-21 23:07:18,986 - mmaction - INFO - Epoch [65][1440/1879] lr: 1.151e-01, eta: 5 days, 15:04:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6410, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.0362 2021-06-21 23:08:03,748 - mmaction - INFO - Epoch [65][1460/1879] lr: 1.151e-01, eta: 5 days, 15:03:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.0025 2021-06-21 23:08:48,537 - mmaction - INFO - Epoch [65][1480/1879] lr: 1.151e-01, eta: 5 days, 15:02:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6402, loss_cls: 2.6815, loss: 2.6815, grad_norm: 2.0390 2021-06-21 23:09:33,362 - mmaction - INFO - Epoch [65][1500/1879] lr: 1.151e-01, eta: 5 days, 15:02:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6332, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1105 2021-06-21 23:10:18,114 - mmaction - INFO - Epoch [65][1520/1879] lr: 1.151e-01, eta: 5 days, 15:01:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6500, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.0511 2021-06-21 23:11:02,986 - mmaction - INFO - Epoch [65][1540/1879] lr: 1.151e-01, eta: 5 days, 15:00:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6461, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.0701 2021-06-21 23:11:47,815 - mmaction - INFO - Epoch [65][1560/1879] lr: 1.151e-01, eta: 5 days, 14:59:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3563, top5_acc: 0.6184, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.1474 2021-06-21 23:12:32,589 - mmaction - INFO - Epoch [65][1580/1879] lr: 1.151e-01, eta: 5 days, 14:59:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6379, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.0406 2021-06-21 23:13:17,491 - mmaction - INFO - Epoch [65][1600/1879] lr: 1.151e-01, eta: 5 days, 14:58:27, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6320, loss_cls: 2.7650, loss: 2.7650, grad_norm: 1.9984 2021-06-21 23:14:02,340 - mmaction - INFO - Epoch [65][1620/1879] lr: 1.151e-01, eta: 5 days, 14:57:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6473, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.0428 2021-06-21 23:14:47,092 - mmaction - INFO - Epoch [65][1640/1879] lr: 1.151e-01, eta: 5 days, 14:56:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6062, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.9805 2021-06-21 23:15:31,909 - mmaction - INFO - Epoch [65][1660/1879] lr: 1.151e-01, eta: 5 days, 14:56:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6426, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.0569 2021-06-21 23:16:16,604 - mmaction - INFO - Epoch [65][1680/1879] lr: 1.151e-01, eta: 5 days, 14:55:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6422, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.0738 2021-06-21 23:17:01,358 - mmaction - INFO - Epoch [65][1700/1879] lr: 1.151e-01, eta: 5 days, 14:54:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6320, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.0428 2021-06-21 23:17:46,202 - mmaction - INFO - Epoch [65][1720/1879] lr: 1.151e-01, eta: 5 days, 14:53:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6348, loss_cls: 2.7594, loss: 2.7594, grad_norm: 2.0420 2021-06-21 23:18:30,935 - mmaction - INFO - Epoch [65][1740/1879] lr: 1.151e-01, eta: 5 days, 14:53:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6500, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.9704 2021-06-21 23:19:15,669 - mmaction - INFO - Epoch [65][1760/1879] lr: 1.151e-01, eta: 5 days, 14:52:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6480, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.0619 2021-06-21 23:20:00,444 - mmaction - INFO - Epoch [65][1780/1879] lr: 1.151e-01, eta: 5 days, 14:51:40, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6488, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.0450 2021-06-21 23:20:45,255 - mmaction - INFO - Epoch [65][1800/1879] lr: 1.151e-01, eta: 5 days, 14:50:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6426, loss_cls: 2.7719, loss: 2.7719, grad_norm: 1.9702 2021-06-21 23:21:30,106 - mmaction - INFO - Epoch [65][1820/1879] lr: 1.151e-01, eta: 5 days, 14:50:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6523, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.0114 2021-06-21 23:22:14,849 - mmaction - INFO - Epoch [65][1840/1879] lr: 1.151e-01, eta: 5 days, 14:49:25, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6449, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.0520 2021-06-21 23:22:59,605 - mmaction - INFO - Epoch [65][1860/1879] lr: 1.151e-01, eta: 5 days, 14:48:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6281, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.0301 2021-06-21 23:23:42,625 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-06-21 23:25:12,200 - mmaction - INFO - Epoch [66][20/1879] lr: 1.138e-01, eta: 5 days, 14:47:14, time: 4.449, data_time: 2.133, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6574, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.0772 2021-06-21 23:25:57,139 - mmaction - INFO - Epoch [66][40/1879] lr: 1.138e-01, eta: 5 days, 14:46:29, time: 2.247, data_time: 0.004, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6496, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.0063 2021-06-21 23:26:42,044 - mmaction - INFO - Epoch [66][60/1879] lr: 1.138e-01, eta: 5 days, 14:45:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6430, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.0663 2021-06-21 23:27:26,931 - mmaction - INFO - Epoch [66][80/1879] lr: 1.138e-01, eta: 5 days, 14:45:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6543, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.0866 2021-06-21 23:28:11,886 - mmaction - INFO - Epoch [66][100/1879] lr: 1.138e-01, eta: 5 days, 14:44:15, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6520, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.0249 2021-06-21 23:28:56,809 - mmaction - INFO - Epoch [66][120/1879] lr: 1.138e-01, eta: 5 days, 14:43:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6473, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.0503 2021-06-21 23:29:41,659 - mmaction - INFO - Epoch [66][140/1879] lr: 1.138e-01, eta: 5 days, 14:42:45, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6473, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.0523 2021-06-21 23:30:26,513 - mmaction - INFO - Epoch [66][160/1879] lr: 1.138e-01, eta: 5 days, 14:42:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6270, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.0399 2021-06-21 23:31:11,409 - mmaction - INFO - Epoch [66][180/1879] lr: 1.138e-01, eta: 5 days, 14:41:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6391, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.0200 2021-06-21 23:31:56,316 - mmaction - INFO - Epoch [66][200/1879] lr: 1.138e-01, eta: 5 days, 14:40:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6574, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.0333 2021-06-21 23:32:41,288 - mmaction - INFO - Epoch [66][220/1879] lr: 1.138e-01, eta: 5 days, 14:39:45, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6332, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.0138 2021-06-21 23:33:26,257 - mmaction - INFO - Epoch [66][240/1879] lr: 1.138e-01, eta: 5 days, 14:39:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6566, loss_cls: 2.6899, loss: 2.6899, grad_norm: 1.9964 2021-06-21 23:34:11,089 - mmaction - INFO - Epoch [66][260/1879] lr: 1.138e-01, eta: 5 days, 14:38:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6676, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.0834 2021-06-21 23:34:56,002 - mmaction - INFO - Epoch [66][280/1879] lr: 1.138e-01, eta: 5 days, 14:37:30, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6453, loss_cls: 2.7185, loss: 2.7185, grad_norm: 1.9940 2021-06-21 23:35:40,751 - mmaction - INFO - Epoch [66][300/1879] lr: 1.138e-01, eta: 5 days, 14:36:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6750, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.0656 2021-06-21 23:36:25,535 - mmaction - INFO - Epoch [66][320/1879] lr: 1.138e-01, eta: 5 days, 14:36:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6387, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.0053 2021-06-21 23:37:10,358 - mmaction - INFO - Epoch [66][340/1879] lr: 1.138e-01, eta: 5 days, 14:35:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6496, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.0237 2021-06-21 23:37:55,147 - mmaction - INFO - Epoch [66][360/1879] lr: 1.138e-01, eta: 5 days, 14:34:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.9956 2021-06-21 23:38:39,939 - mmaction - INFO - Epoch [66][380/1879] lr: 1.138e-01, eta: 5 days, 14:33:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6348, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.0822 2021-06-21 23:39:24,701 - mmaction - INFO - Epoch [66][400/1879] lr: 1.138e-01, eta: 5 days, 14:32:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6574, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.0358 2021-06-21 23:40:09,449 - mmaction - INFO - Epoch [66][420/1879] lr: 1.138e-01, eta: 5 days, 14:32:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6664, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.0038 2021-06-21 23:40:54,330 - mmaction - INFO - Epoch [66][440/1879] lr: 1.138e-01, eta: 5 days, 14:31:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6426, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.0199 2021-06-21 23:41:39,186 - mmaction - INFO - Epoch [66][460/1879] lr: 1.138e-01, eta: 5 days, 14:30:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6449, loss_cls: 2.7348, loss: 2.7348, grad_norm: 1.9956 2021-06-21 23:42:23,979 - mmaction - INFO - Epoch [66][480/1879] lr: 1.138e-01, eta: 5 days, 14:29:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6566, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.0816 2021-06-21 23:43:08,848 - mmaction - INFO - Epoch [66][500/1879] lr: 1.138e-01, eta: 5 days, 14:29:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6348, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1703 2021-06-21 23:43:53,697 - mmaction - INFO - Epoch [66][520/1879] lr: 1.138e-01, eta: 5 days, 14:28:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6375, loss_cls: 2.7189, loss: 2.7189, grad_norm: 1.9964 2021-06-21 23:44:38,466 - mmaction - INFO - Epoch [66][540/1879] lr: 1.138e-01, eta: 5 days, 14:27:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6340, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.0621 2021-06-21 23:45:23,240 - mmaction - INFO - Epoch [66][560/1879] lr: 1.138e-01, eta: 5 days, 14:26:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6594, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.0642 2021-06-21 23:46:08,083 - mmaction - INFO - Epoch [66][580/1879] lr: 1.138e-01, eta: 5 days, 14:26:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6512, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.9863 2021-06-21 23:46:53,019 - mmaction - INFO - Epoch [66][600/1879] lr: 1.138e-01, eta: 5 days, 14:25:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6355, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.0636 2021-06-21 23:47:37,863 - mmaction - INFO - Epoch [66][620/1879] lr: 1.138e-01, eta: 5 days, 14:24:44, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6582, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.0386 2021-06-21 23:48:22,764 - mmaction - INFO - Epoch [66][640/1879] lr: 1.138e-01, eta: 5 days, 14:23:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0348 2021-06-21 23:49:07,426 - mmaction - INFO - Epoch [66][660/1879] lr: 1.138e-01, eta: 5 days, 14:23:13, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6398, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.0605 2021-06-21 23:49:52,255 - mmaction - INFO - Epoch [66][680/1879] lr: 1.138e-01, eta: 5 days, 14:22:28, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3691, top5_acc: 0.6426, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.0930 2021-06-21 23:50:37,058 - mmaction - INFO - Epoch [66][700/1879] lr: 1.138e-01, eta: 5 days, 14:21:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6547, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.1469 2021-06-21 23:51:21,738 - mmaction - INFO - Epoch [66][720/1879] lr: 1.138e-01, eta: 5 days, 14:20:58, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6516, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.0608 2021-06-21 23:52:06,560 - mmaction - INFO - Epoch [66][740/1879] lr: 1.138e-01, eta: 5 days, 14:20:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6492, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.0385 2021-06-21 23:52:51,338 - mmaction - INFO - Epoch [66][760/1879] lr: 1.138e-01, eta: 5 days, 14:19:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6363, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.0553 2021-06-21 23:53:36,166 - mmaction - INFO - Epoch [66][780/1879] lr: 1.138e-01, eta: 5 days, 14:18:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6531, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.0690 2021-06-21 23:54:20,876 - mmaction - INFO - Epoch [66][800/1879] lr: 1.138e-01, eta: 5 days, 14:17:57, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.0350 2021-06-21 23:55:05,608 - mmaction - INFO - Epoch [66][820/1879] lr: 1.138e-01, eta: 5 days, 14:17:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6410, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.0633 2021-06-21 23:55:50,276 - mmaction - INFO - Epoch [66][840/1879] lr: 1.138e-01, eta: 5 days, 14:16:27, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6465, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.0009 2021-06-21 23:56:35,111 - mmaction - INFO - Epoch [66][860/1879] lr: 1.138e-01, eta: 5 days, 14:15:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6531, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.0544 2021-06-21 23:57:19,866 - mmaction - INFO - Epoch [66][880/1879] lr: 1.138e-01, eta: 5 days, 14:14:56, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6480, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.0376 2021-06-21 23:58:04,511 - mmaction - INFO - Epoch [66][900/1879] lr: 1.138e-01, eta: 5 days, 14:14:11, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6328, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.0194 2021-06-21 23:58:49,273 - mmaction - INFO - Epoch [66][920/1879] lr: 1.138e-01, eta: 5 days, 14:13:26, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0557 2021-06-21 23:59:34,119 - mmaction - INFO - Epoch [66][940/1879] lr: 1.138e-01, eta: 5 days, 14:12:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6395, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.0544 2021-06-22 00:00:19,401 - mmaction - INFO - Epoch [66][960/1879] lr: 1.138e-01, eta: 5 days, 14:11:57, time: 2.262, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6586, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.0827 2021-06-22 00:01:04,261 - mmaction - INFO - Epoch [66][980/1879] lr: 1.138e-01, eta: 5 days, 14:11:12, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6488, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.9906 2021-06-22 00:01:49,041 - mmaction - INFO - Epoch [66][1000/1879] lr: 1.138e-01, eta: 5 days, 14:10:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6371, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.0022 2021-06-22 00:02:33,876 - mmaction - INFO - Epoch [66][1020/1879] lr: 1.138e-01, eta: 5 days, 14:09:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6516, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.0364 2021-06-22 00:03:18,674 - mmaction - INFO - Epoch [66][1040/1879] lr: 1.138e-01, eta: 5 days, 14:08:56, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6410, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.0639 2021-06-22 00:04:03,452 - mmaction - INFO - Epoch [66][1060/1879] lr: 1.138e-01, eta: 5 days, 14:08:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6492, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.0353 2021-06-22 00:04:48,273 - mmaction - INFO - Epoch [66][1080/1879] lr: 1.138e-01, eta: 5 days, 14:07:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6359, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.0428 2021-06-22 00:05:33,106 - mmaction - INFO - Epoch [66][1100/1879] lr: 1.138e-01, eta: 5 days, 14:06:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6480, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.0521 2021-06-22 00:06:17,788 - mmaction - INFO - Epoch [66][1120/1879] lr: 1.138e-01, eta: 5 days, 14:05:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6324, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.0683 2021-06-22 00:07:02,690 - mmaction - INFO - Epoch [66][1140/1879] lr: 1.138e-01, eta: 5 days, 14:05:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6562, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.0084 2021-06-22 00:07:47,516 - mmaction - INFO - Epoch [66][1160/1879] lr: 1.138e-01, eta: 5 days, 14:04:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6434, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.0231 2021-06-22 00:08:32,291 - mmaction - INFO - Epoch [66][1180/1879] lr: 1.138e-01, eta: 5 days, 14:03:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6363, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.0163 2021-06-22 00:09:16,964 - mmaction - INFO - Epoch [66][1200/1879] lr: 1.138e-01, eta: 5 days, 14:02:55, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6574, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.0151 2021-06-22 00:10:01,726 - mmaction - INFO - Epoch [66][1220/1879] lr: 1.138e-01, eta: 5 days, 14:02:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6516, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.0418 2021-06-22 00:10:46,427 - mmaction - INFO - Epoch [66][1240/1879] lr: 1.138e-01, eta: 5 days, 14:01:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6398, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.0391 2021-06-22 00:11:31,152 - mmaction - INFO - Epoch [66][1260/1879] lr: 1.138e-01, eta: 5 days, 14:00:39, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.0378 2021-06-22 00:12:16,048 - mmaction - INFO - Epoch [66][1280/1879] lr: 1.138e-01, eta: 5 days, 13:59:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.0567 2021-06-22 00:13:00,776 - mmaction - INFO - Epoch [66][1300/1879] lr: 1.138e-01, eta: 5 days, 13:59:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6578, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.0011 2021-06-22 00:13:45,500 - mmaction - INFO - Epoch [66][1320/1879] lr: 1.138e-01, eta: 5 days, 13:58:24, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6598, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.0589 2021-06-22 00:14:30,366 - mmaction - INFO - Epoch [66][1340/1879] lr: 1.138e-01, eta: 5 days, 13:57:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.0592 2021-06-22 00:15:15,060 - mmaction - INFO - Epoch [66][1360/1879] lr: 1.138e-01, eta: 5 days, 13:56:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6426, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.1132 2021-06-22 00:15:59,790 - mmaction - INFO - Epoch [66][1380/1879] lr: 1.138e-01, eta: 5 days, 13:56:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6359, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.0838 2021-06-22 00:16:44,568 - mmaction - INFO - Epoch [66][1400/1879] lr: 1.138e-01, eta: 5 days, 13:55:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6254, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1026 2021-06-22 00:17:29,362 - mmaction - INFO - Epoch [66][1420/1879] lr: 1.138e-01, eta: 5 days, 13:54:38, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6441, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.0122 2021-06-22 00:18:14,215 - mmaction - INFO - Epoch [66][1440/1879] lr: 1.138e-01, eta: 5 days, 13:53:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.0147 2021-06-22 00:18:58,910 - mmaction - INFO - Epoch [66][1460/1879] lr: 1.138e-01, eta: 5 days, 13:53:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6473, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.1081 2021-06-22 00:19:43,722 - mmaction - INFO - Epoch [66][1480/1879] lr: 1.138e-01, eta: 5 days, 13:52:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6496, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.0925 2021-06-22 00:20:28,521 - mmaction - INFO - Epoch [66][1500/1879] lr: 1.138e-01, eta: 5 days, 13:51:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6473, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.0452 2021-06-22 00:21:13,284 - mmaction - INFO - Epoch [66][1520/1879] lr: 1.138e-01, eta: 5 days, 13:50:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6555, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.0485 2021-06-22 00:21:58,121 - mmaction - INFO - Epoch [66][1540/1879] lr: 1.138e-01, eta: 5 days, 13:50:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.0593 2021-06-22 00:22:42,925 - mmaction - INFO - Epoch [66][1560/1879] lr: 1.138e-01, eta: 5 days, 13:49:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6238, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.9944 2021-06-22 00:23:27,799 - mmaction - INFO - Epoch [66][1580/1879] lr: 1.138e-01, eta: 5 days, 13:48:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6363, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.0656 2021-06-22 00:24:12,494 - mmaction - INFO - Epoch [66][1600/1879] lr: 1.138e-01, eta: 5 days, 13:47:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6430, loss_cls: 2.7478, loss: 2.7478, grad_norm: 2.1631 2021-06-22 00:24:57,398 - mmaction - INFO - Epoch [66][1620/1879] lr: 1.138e-01, eta: 5 days, 13:47:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6430, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.0275 2021-06-22 00:25:42,321 - mmaction - INFO - Epoch [66][1640/1879] lr: 1.138e-01, eta: 5 days, 13:46:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6469, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.0706 2021-06-22 00:26:27,108 - mmaction - INFO - Epoch [66][1660/1879] lr: 1.138e-01, eta: 5 days, 13:45:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.0815 2021-06-22 00:27:11,939 - mmaction - INFO - Epoch [66][1680/1879] lr: 1.138e-01, eta: 5 days, 13:44:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6355, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.0537 2021-06-22 00:27:56,841 - mmaction - INFO - Epoch [66][1700/1879] lr: 1.138e-01, eta: 5 days, 13:44:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.0224 2021-06-22 00:28:41,635 - mmaction - INFO - Epoch [66][1720/1879] lr: 1.138e-01, eta: 5 days, 13:43:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3703, top5_acc: 0.6316, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.0539 2021-06-22 00:29:26,355 - mmaction - INFO - Epoch [66][1740/1879] lr: 1.138e-01, eta: 5 days, 13:42:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6512, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.0591 2021-06-22 00:30:11,204 - mmaction - INFO - Epoch [66][1760/1879] lr: 1.138e-01, eta: 5 days, 13:41:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6383, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.0495 2021-06-22 00:30:55,789 - mmaction - INFO - Epoch [66][1780/1879] lr: 1.138e-01, eta: 5 days, 13:41:06, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.0514 2021-06-22 00:31:40,525 - mmaction - INFO - Epoch [66][1800/1879] lr: 1.138e-01, eta: 5 days, 13:40:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6363, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.0515 2021-06-22 00:32:25,308 - mmaction - INFO - Epoch [66][1820/1879] lr: 1.138e-01, eta: 5 days, 13:39:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6359, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.0576 2021-06-22 00:33:10,173 - mmaction - INFO - Epoch [66][1840/1879] lr: 1.138e-01, eta: 5 days, 13:38:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.0495 2021-06-22 00:33:54,956 - mmaction - INFO - Epoch [66][1860/1879] lr: 1.138e-01, eta: 5 days, 13:38:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.0834 2021-06-22 00:34:38,955 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-06-22 00:36:16,735 - mmaction - INFO - Epoch [67][20/1879] lr: 1.125e-01, eta: 5 days, 13:36:55, time: 4.874, data_time: 2.573, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.0510 2021-06-22 00:37:01,585 - mmaction - INFO - Epoch [67][40/1879] lr: 1.125e-01, eta: 5 days, 13:36:10, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6445, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.0779 2021-06-22 00:37:46,417 - mmaction - INFO - Epoch [67][60/1879] lr: 1.125e-01, eta: 5 days, 13:35:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6402, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.0566 2021-06-22 00:38:31,304 - mmaction - INFO - Epoch [67][80/1879] lr: 1.125e-01, eta: 5 days, 13:34:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.0011 2021-06-22 00:39:16,130 - mmaction - INFO - Epoch [67][100/1879] lr: 1.125e-01, eta: 5 days, 13:33:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.0352 2021-06-22 00:40:00,909 - mmaction - INFO - Epoch [67][120/1879] lr: 1.125e-01, eta: 5 days, 13:33:10, time: 2.239, data_time: 0.002, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6496, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.0087 2021-06-22 00:40:45,578 - mmaction - INFO - Epoch [67][140/1879] lr: 1.125e-01, eta: 5 days, 13:32:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6453, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.0843 2021-06-22 00:41:30,538 - mmaction - INFO - Epoch [67][160/1879] lr: 1.125e-01, eta: 5 days, 13:31:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6605, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.0625 2021-06-22 00:42:15,453 - mmaction - INFO - Epoch [67][180/1879] lr: 1.125e-01, eta: 5 days, 13:30:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.0792 2021-06-22 00:43:00,227 - mmaction - INFO - Epoch [67][200/1879] lr: 1.125e-01, eta: 5 days, 13:30:10, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6477, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.1000 2021-06-22 00:43:45,079 - mmaction - INFO - Epoch [67][220/1879] lr: 1.125e-01, eta: 5 days, 13:29:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6375, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.0762 2021-06-22 00:44:29,869 - mmaction - INFO - Epoch [67][240/1879] lr: 1.125e-01, eta: 5 days, 13:28:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6555, loss_cls: 2.6652, loss: 2.6652, grad_norm: 2.0634 2021-06-22 00:45:14,804 - mmaction - INFO - Epoch [67][260/1879] lr: 1.125e-01, eta: 5 days, 13:27:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6484, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.0490 2021-06-22 00:45:59,601 - mmaction - INFO - Epoch [67][280/1879] lr: 1.125e-01, eta: 5 days, 13:27:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6430, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.0528 2021-06-22 00:46:44,433 - mmaction - INFO - Epoch [67][300/1879] lr: 1.125e-01, eta: 5 days, 13:26:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6438, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.1804 2021-06-22 00:47:29,253 - mmaction - INFO - Epoch [67][320/1879] lr: 1.125e-01, eta: 5 days, 13:25:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6410, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.0681 2021-06-22 00:48:14,012 - mmaction - INFO - Epoch [67][340/1879] lr: 1.125e-01, eta: 5 days, 13:24:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6410, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.0579 2021-06-22 00:48:58,670 - mmaction - INFO - Epoch [67][360/1879] lr: 1.125e-01, eta: 5 days, 13:24:09, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.0467 2021-06-22 00:49:43,435 - mmaction - INFO - Epoch [67][380/1879] lr: 1.125e-01, eta: 5 days, 13:23:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6422, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.0669 2021-06-22 00:50:28,306 - mmaction - INFO - Epoch [67][400/1879] lr: 1.125e-01, eta: 5 days, 13:22:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.0832 2021-06-22 00:51:13,046 - mmaction - INFO - Epoch [67][420/1879] lr: 1.125e-01, eta: 5 days, 13:21:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.0915 2021-06-22 00:51:57,901 - mmaction - INFO - Epoch [67][440/1879] lr: 1.125e-01, eta: 5 days, 13:21:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6500, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.0014 2021-06-22 00:52:42,700 - mmaction - INFO - Epoch [67][460/1879] lr: 1.125e-01, eta: 5 days, 13:20:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6566, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.0598 2021-06-22 00:53:27,568 - mmaction - INFO - Epoch [67][480/1879] lr: 1.125e-01, eta: 5 days, 13:19:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6215, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.0491 2021-06-22 00:54:12,291 - mmaction - INFO - Epoch [67][500/1879] lr: 1.125e-01, eta: 5 days, 13:18:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6430, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.0483 2021-06-22 00:54:57,120 - mmaction - INFO - Epoch [67][520/1879] lr: 1.125e-01, eta: 5 days, 13:18:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6453, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.0879 2021-06-22 00:55:42,081 - mmaction - INFO - Epoch [67][540/1879] lr: 1.125e-01, eta: 5 days, 13:17:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6402, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.0188 2021-06-22 00:56:26,866 - mmaction - INFO - Epoch [67][560/1879] lr: 1.125e-01, eta: 5 days, 13:16:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6496, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.0766 2021-06-22 00:57:11,651 - mmaction - INFO - Epoch [67][580/1879] lr: 1.125e-01, eta: 5 days, 13:15:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6465, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.0465 2021-06-22 00:57:56,413 - mmaction - INFO - Epoch [67][600/1879] lr: 1.125e-01, eta: 5 days, 13:15:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6445, loss_cls: 2.7395, loss: 2.7395, grad_norm: 2.0369 2021-06-22 00:58:41,236 - mmaction - INFO - Epoch [67][620/1879] lr: 1.125e-01, eta: 5 days, 13:14:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6547, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.1030 2021-06-22 00:59:26,117 - mmaction - INFO - Epoch [67][640/1879] lr: 1.125e-01, eta: 5 days, 13:13:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6598, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.0585 2021-06-22 01:00:10,949 - mmaction - INFO - Epoch [67][660/1879] lr: 1.125e-01, eta: 5 days, 13:12:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6531, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.0128 2021-06-22 01:00:55,608 - mmaction - INFO - Epoch [67][680/1879] lr: 1.125e-01, eta: 5 days, 13:12:07, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6660, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.0406 2021-06-22 01:01:40,337 - mmaction - INFO - Epoch [67][700/1879] lr: 1.125e-01, eta: 5 days, 13:11:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6512, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.0893 2021-06-22 01:02:25,024 - mmaction - INFO - Epoch [67][720/1879] lr: 1.125e-01, eta: 5 days, 13:10:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6480, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.0517 2021-06-22 01:03:09,745 - mmaction - INFO - Epoch [67][740/1879] lr: 1.125e-01, eta: 5 days, 13:09:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.0415 2021-06-22 01:03:54,428 - mmaction - INFO - Epoch [67][760/1879] lr: 1.125e-01, eta: 5 days, 13:09:06, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6445, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.0675 2021-06-22 01:04:39,186 - mmaction - INFO - Epoch [67][780/1879] lr: 1.125e-01, eta: 5 days, 13:08:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6434, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.0701 2021-06-22 01:05:23,882 - mmaction - INFO - Epoch [67][800/1879] lr: 1.125e-01, eta: 5 days, 13:07:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6434, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.0955 2021-06-22 01:06:08,630 - mmaction - INFO - Epoch [67][820/1879] lr: 1.125e-01, eta: 5 days, 13:06:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6418, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.0812 2021-06-22 01:06:53,376 - mmaction - INFO - Epoch [67][840/1879] lr: 1.125e-01, eta: 5 days, 13:06:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.0565 2021-06-22 01:07:38,127 - mmaction - INFO - Epoch [67][860/1879] lr: 1.125e-01, eta: 5 days, 13:05:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6410, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.0179 2021-06-22 01:08:22,934 - mmaction - INFO - Epoch [67][880/1879] lr: 1.125e-01, eta: 5 days, 13:04:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6355, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.0699 2021-06-22 01:09:07,671 - mmaction - INFO - Epoch [67][900/1879] lr: 1.125e-01, eta: 5 days, 13:03:50, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.0201 2021-06-22 01:09:52,440 - mmaction - INFO - Epoch [67][920/1879] lr: 1.125e-01, eta: 5 days, 13:03:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6418, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.0357 2021-06-22 01:10:37,254 - mmaction - INFO - Epoch [67][940/1879] lr: 1.125e-01, eta: 5 days, 13:02:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3660, top5_acc: 0.6359, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.0499 2021-06-22 01:11:22,067 - mmaction - INFO - Epoch [67][960/1879] lr: 1.125e-01, eta: 5 days, 13:01:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.0754 2021-06-22 01:12:06,984 - mmaction - INFO - Epoch [67][980/1879] lr: 1.125e-01, eta: 5 days, 13:00:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.0289 2021-06-22 01:12:51,674 - mmaction - INFO - Epoch [67][1000/1879] lr: 1.125e-01, eta: 5 days, 13:00:04, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6602, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.0411 2021-06-22 01:13:36,398 - mmaction - INFO - Epoch [67][1020/1879] lr: 1.125e-01, eta: 5 days, 12:59:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6426, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.1035 2021-06-22 01:14:21,288 - mmaction - INFO - Epoch [67][1040/1879] lr: 1.125e-01, eta: 5 days, 12:58:34, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6598, loss_cls: 2.6966, loss: 2.6966, grad_norm: 2.0245 2021-06-22 01:15:06,029 - mmaction - INFO - Epoch [67][1060/1879] lr: 1.125e-01, eta: 5 days, 12:57:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6512, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.0601 2021-06-22 01:15:50,892 - mmaction - INFO - Epoch [67][1080/1879] lr: 1.125e-01, eta: 5 days, 12:57:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6422, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.0716 2021-06-22 01:16:35,620 - mmaction - INFO - Epoch [67][1100/1879] lr: 1.125e-01, eta: 5 days, 12:56:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6414, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.0460 2021-06-22 01:17:20,345 - mmaction - INFO - Epoch [67][1120/1879] lr: 1.125e-01, eta: 5 days, 12:55:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6484, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1809 2021-06-22 01:18:05,075 - mmaction - INFO - Epoch [67][1140/1879] lr: 1.125e-01, eta: 5 days, 12:54:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6363, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.0998 2021-06-22 01:18:50,015 - mmaction - INFO - Epoch [67][1160/1879] lr: 1.125e-01, eta: 5 days, 12:54:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.0339 2021-06-22 01:19:34,652 - mmaction - INFO - Epoch [67][1180/1879] lr: 1.125e-01, eta: 5 days, 12:53:18, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6375, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.0782 2021-06-22 01:20:19,414 - mmaction - INFO - Epoch [67][1200/1879] lr: 1.125e-01, eta: 5 days, 12:52:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6383, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.0204 2021-06-22 01:21:04,224 - mmaction - INFO - Epoch [67][1220/1879] lr: 1.125e-01, eta: 5 days, 12:51:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6109, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.0234 2021-06-22 01:21:49,085 - mmaction - INFO - Epoch [67][1240/1879] lr: 1.125e-01, eta: 5 days, 12:51:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6457, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.0378 2021-06-22 01:22:33,844 - mmaction - INFO - Epoch [67][1260/1879] lr: 1.125e-01, eta: 5 days, 12:50:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.0067 2021-06-22 01:23:18,666 - mmaction - INFO - Epoch [67][1280/1879] lr: 1.125e-01, eta: 5 days, 12:49:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6496, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.0278 2021-06-22 01:24:03,409 - mmaction - INFO - Epoch [67][1300/1879] lr: 1.125e-01, eta: 5 days, 12:48:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6465, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.0846 2021-06-22 01:24:48,264 - mmaction - INFO - Epoch [67][1320/1879] lr: 1.125e-01, eta: 5 days, 12:48:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6594, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.0102 2021-06-22 01:25:33,093 - mmaction - INFO - Epoch [67][1340/1879] lr: 1.125e-01, eta: 5 days, 12:47:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6402, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1169 2021-06-22 01:26:17,797 - mmaction - INFO - Epoch [67][1360/1879] lr: 1.125e-01, eta: 5 days, 12:46:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.0138 2021-06-22 01:27:02,562 - mmaction - INFO - Epoch [67][1380/1879] lr: 1.125e-01, eta: 5 days, 12:45:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6305, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.0796 2021-06-22 01:27:47,360 - mmaction - INFO - Epoch [67][1400/1879] lr: 1.125e-01, eta: 5 days, 12:45:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6434, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0876 2021-06-22 01:28:32,060 - mmaction - INFO - Epoch [67][1420/1879] lr: 1.125e-01, eta: 5 days, 12:44:16, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.0216 2021-06-22 01:29:16,808 - mmaction - INFO - Epoch [67][1440/1879] lr: 1.125e-01, eta: 5 days, 12:43:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6457, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.0472 2021-06-22 01:30:01,528 - mmaction - INFO - Epoch [67][1460/1879] lr: 1.125e-01, eta: 5 days, 12:42:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6340, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.0537 2021-06-22 01:30:46,360 - mmaction - INFO - Epoch [67][1480/1879] lr: 1.125e-01, eta: 5 days, 12:42:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.0762 2021-06-22 01:31:31,219 - mmaction - INFO - Epoch [67][1500/1879] lr: 1.125e-01, eta: 5 days, 12:41:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6547, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.0622 2021-06-22 01:32:16,105 - mmaction - INFO - Epoch [67][1520/1879] lr: 1.125e-01, eta: 5 days, 12:40:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6520, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.0815 2021-06-22 01:33:00,883 - mmaction - INFO - Epoch [67][1540/1879] lr: 1.125e-01, eta: 5 days, 12:39:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6496, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.1112 2021-06-22 01:33:45,700 - mmaction - INFO - Epoch [67][1560/1879] lr: 1.125e-01, eta: 5 days, 12:39:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6387, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.0741 2021-06-22 01:34:30,515 - mmaction - INFO - Epoch [67][1580/1879] lr: 1.125e-01, eta: 5 days, 12:38:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6379, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.0409 2021-06-22 01:35:15,267 - mmaction - INFO - Epoch [67][1600/1879] lr: 1.125e-01, eta: 5 days, 12:37:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6297, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.0433 2021-06-22 01:36:00,033 - mmaction - INFO - Epoch [67][1620/1879] lr: 1.125e-01, eta: 5 days, 12:36:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6379, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.0860 2021-06-22 01:36:44,804 - mmaction - INFO - Epoch [67][1640/1879] lr: 1.125e-01, eta: 5 days, 12:36:00, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6375, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.0562 2021-06-22 01:37:29,557 - mmaction - INFO - Epoch [67][1660/1879] lr: 1.125e-01, eta: 5 days, 12:35:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6457, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.0620 2021-06-22 01:38:14,283 - mmaction - INFO - Epoch [67][1680/1879] lr: 1.125e-01, eta: 5 days, 12:34:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6594, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.0870 2021-06-22 01:38:59,177 - mmaction - INFO - Epoch [67][1700/1879] lr: 1.125e-01, eta: 5 days, 12:33:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6332, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.1193 2021-06-22 01:39:43,939 - mmaction - INFO - Epoch [67][1720/1879] lr: 1.125e-01, eta: 5 days, 12:32:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6453, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.0547 2021-06-22 01:40:28,722 - mmaction - INFO - Epoch [67][1740/1879] lr: 1.125e-01, eta: 5 days, 12:32:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6531, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.1363 2021-06-22 01:41:13,507 - mmaction - INFO - Epoch [67][1760/1879] lr: 1.125e-01, eta: 5 days, 12:31:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6484, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.0517 2021-06-22 01:41:58,257 - mmaction - INFO - Epoch [67][1780/1879] lr: 1.125e-01, eta: 5 days, 12:30:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6398, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1026 2021-06-22 01:42:42,954 - mmaction - INFO - Epoch [67][1800/1879] lr: 1.125e-01, eta: 5 days, 12:29:59, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3738, top5_acc: 0.6500, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.0565 2021-06-22 01:43:27,687 - mmaction - INFO - Epoch [67][1820/1879] lr: 1.125e-01, eta: 5 days, 12:29:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6523, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.1056 2021-06-22 01:44:12,423 - mmaction - INFO - Epoch [67][1840/1879] lr: 1.125e-01, eta: 5 days, 12:28:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6527, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.0572 2021-06-22 01:44:57,263 - mmaction - INFO - Epoch [67][1860/1879] lr: 1.125e-01, eta: 5 days, 12:27:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3684, top5_acc: 0.6426, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.1052 2021-06-22 01:45:40,284 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-06-22 01:47:10,441 - mmaction - INFO - Epoch [68][20/1879] lr: 1.113e-01, eta: 5 days, 12:26:18, time: 4.453, data_time: 2.031, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6395, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.0796 2021-06-22 01:47:55,243 - mmaction - INFO - Epoch [68][40/1879] lr: 1.113e-01, eta: 5 days, 12:25:33, time: 2.240, data_time: 0.003, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6473, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.0914 2021-06-22 01:48:40,178 - mmaction - INFO - Epoch [68][60/1879] lr: 1.113e-01, eta: 5 days, 12:24:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6527, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.1146 2021-06-22 01:49:25,065 - mmaction - INFO - Epoch [68][80/1879] lr: 1.113e-01, eta: 5 days, 12:24:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.0622 2021-06-22 01:50:09,884 - mmaction - INFO - Epoch [68][100/1879] lr: 1.113e-01, eta: 5 days, 12:23:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6516, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.1095 2021-06-22 01:50:54,723 - mmaction - INFO - Epoch [68][120/1879] lr: 1.113e-01, eta: 5 days, 12:22:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6438, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.0953 2021-06-22 01:51:39,493 - mmaction - INFO - Epoch [68][140/1879] lr: 1.113e-01, eta: 5 days, 12:21:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6520, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.0367 2021-06-22 01:52:24,366 - mmaction - INFO - Epoch [68][160/1879] lr: 1.113e-01, eta: 5 days, 12:21:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6496, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.0627 2021-06-22 01:53:09,260 - mmaction - INFO - Epoch [68][180/1879] lr: 1.113e-01, eta: 5 days, 12:20:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6578, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.0782 2021-06-22 01:53:54,018 - mmaction - INFO - Epoch [68][200/1879] lr: 1.113e-01, eta: 5 days, 12:19:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.0983 2021-06-22 01:54:38,858 - mmaction - INFO - Epoch [68][220/1879] lr: 1.113e-01, eta: 5 days, 12:18:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6547, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.1142 2021-06-22 01:55:23,604 - mmaction - INFO - Epoch [68][240/1879] lr: 1.113e-01, eta: 5 days, 12:18:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.0220 2021-06-22 01:56:08,322 - mmaction - INFO - Epoch [68][260/1879] lr: 1.113e-01, eta: 5 days, 12:17:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6328, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.1077 2021-06-22 01:56:53,176 - mmaction - INFO - Epoch [68][280/1879] lr: 1.113e-01, eta: 5 days, 12:16:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6504, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.1035 2021-06-22 01:57:38,002 - mmaction - INFO - Epoch [68][300/1879] lr: 1.113e-01, eta: 5 days, 12:15:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6547, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.1266 2021-06-22 01:58:22,888 - mmaction - INFO - Epoch [68][320/1879] lr: 1.113e-01, eta: 5 days, 12:15:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6609, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.0617 2021-06-22 01:59:07,680 - mmaction - INFO - Epoch [68][340/1879] lr: 1.113e-01, eta: 5 days, 12:14:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6574, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.1294 2021-06-22 01:59:52,442 - mmaction - INFO - Epoch [68][360/1879] lr: 1.113e-01, eta: 5 days, 12:13:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6430, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.1204 2021-06-22 02:00:37,317 - mmaction - INFO - Epoch [68][380/1879] lr: 1.113e-01, eta: 5 days, 12:12:47, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.1115 2021-06-22 02:01:22,108 - mmaction - INFO - Epoch [68][400/1879] lr: 1.113e-01, eta: 5 days, 12:12:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6363, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.0056 2021-06-22 02:02:06,850 - mmaction - INFO - Epoch [68][420/1879] lr: 1.113e-01, eta: 5 days, 12:11:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6633, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.0882 2021-06-22 02:02:51,594 - mmaction - INFO - Epoch [68][440/1879] lr: 1.113e-01, eta: 5 days, 12:10:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6523, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.1259 2021-06-22 02:03:36,425 - mmaction - INFO - Epoch [68][460/1879] lr: 1.113e-01, eta: 5 days, 12:09:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6488, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.0257 2021-06-22 02:04:21,265 - mmaction - INFO - Epoch [68][480/1879] lr: 1.113e-01, eta: 5 days, 12:09:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6387, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.0929 2021-06-22 02:05:06,050 - mmaction - INFO - Epoch [68][500/1879] lr: 1.113e-01, eta: 5 days, 12:08:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6660, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.0745 2021-06-22 02:05:50,833 - mmaction - INFO - Epoch [68][520/1879] lr: 1.113e-01, eta: 5 days, 12:07:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6563, loss: 2.6563, grad_norm: 1.9979 2021-06-22 02:06:35,636 - mmaction - INFO - Epoch [68][540/1879] lr: 1.113e-01, eta: 5 days, 12:06:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6520, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.0750 2021-06-22 02:07:20,469 - mmaction - INFO - Epoch [68][560/1879] lr: 1.113e-01, eta: 5 days, 12:06:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6395, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.1063 2021-06-22 02:08:05,228 - mmaction - INFO - Epoch [68][580/1879] lr: 1.113e-01, eta: 5 days, 12:05:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6305, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.0403 2021-06-22 02:08:50,017 - mmaction - INFO - Epoch [68][600/1879] lr: 1.113e-01, eta: 5 days, 12:04:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6414, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.0055 2021-06-22 02:09:34,797 - mmaction - INFO - Epoch [68][620/1879] lr: 1.113e-01, eta: 5 days, 12:03:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6598, loss_cls: 2.6435, loss: 2.6435, grad_norm: 1.9925 2021-06-22 02:10:19,685 - mmaction - INFO - Epoch [68][640/1879] lr: 1.113e-01, eta: 5 days, 12:03:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6238, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.0621 2021-06-22 02:11:04,518 - mmaction - INFO - Epoch [68][660/1879] lr: 1.113e-01, eta: 5 days, 12:02:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6391, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.0887 2021-06-22 02:11:49,286 - mmaction - INFO - Epoch [68][680/1879] lr: 1.113e-01, eta: 5 days, 12:01:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6582, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.0604 2021-06-22 02:12:33,969 - mmaction - INFO - Epoch [68][700/1879] lr: 1.113e-01, eta: 5 days, 12:00:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.0399 2021-06-22 02:13:18,777 - mmaction - INFO - Epoch [68][720/1879] lr: 1.113e-01, eta: 5 days, 12:00:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.0525 2021-06-22 02:14:03,667 - mmaction - INFO - Epoch [68][740/1879] lr: 1.113e-01, eta: 5 days, 11:59:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.0428 2021-06-22 02:14:48,475 - mmaction - INFO - Epoch [68][760/1879] lr: 1.113e-01, eta: 5 days, 11:58:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6535, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.0801 2021-06-22 02:15:33,204 - mmaction - INFO - Epoch [68][780/1879] lr: 1.113e-01, eta: 5 days, 11:57:45, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6410, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.0991 2021-06-22 02:16:17,858 - mmaction - INFO - Epoch [68][800/1879] lr: 1.113e-01, eta: 5 days, 11:56:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6574, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.1202 2021-06-22 02:17:02,599 - mmaction - INFO - Epoch [68][820/1879] lr: 1.113e-01, eta: 5 days, 11:56:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6527, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.0600 2021-06-22 02:17:47,424 - mmaction - INFO - Epoch [68][840/1879] lr: 1.113e-01, eta: 5 days, 11:55:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6461, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.0347 2021-06-22 02:18:32,243 - mmaction - INFO - Epoch [68][860/1879] lr: 1.113e-01, eta: 5 days, 11:54:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6648, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.0774 2021-06-22 02:19:16,997 - mmaction - INFO - Epoch [68][880/1879] lr: 1.113e-01, eta: 5 days, 11:53:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6547, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.0812 2021-06-22 02:20:01,632 - mmaction - INFO - Epoch [68][900/1879] lr: 1.113e-01, eta: 5 days, 11:53:14, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6578, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.0190 2021-06-22 02:20:46,390 - mmaction - INFO - Epoch [68][920/1879] lr: 1.113e-01, eta: 5 days, 11:52:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.0746 2021-06-22 02:21:31,125 - mmaction - INFO - Epoch [68][940/1879] lr: 1.113e-01, eta: 5 days, 11:51:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6504, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.0571 2021-06-22 02:22:15,935 - mmaction - INFO - Epoch [68][960/1879] lr: 1.113e-01, eta: 5 days, 11:50:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6484, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.0631 2021-06-22 02:23:00,813 - mmaction - INFO - Epoch [68][980/1879] lr: 1.113e-01, eta: 5 days, 11:50:13, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6496, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.0480 2021-06-22 02:23:45,584 - mmaction - INFO - Epoch [68][1000/1879] lr: 1.113e-01, eta: 5 days, 11:49:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.1613 2021-06-22 02:24:30,374 - mmaction - INFO - Epoch [68][1020/1879] lr: 1.113e-01, eta: 5 days, 11:48:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6340, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.0342 2021-06-22 02:25:15,093 - mmaction - INFO - Epoch [68][1040/1879] lr: 1.113e-01, eta: 5 days, 11:47:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6586, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.0658 2021-06-22 02:25:59,893 - mmaction - INFO - Epoch [68][1060/1879] lr: 1.113e-01, eta: 5 days, 11:47:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6574, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.0471 2021-06-22 02:26:44,717 - mmaction - INFO - Epoch [68][1080/1879] lr: 1.113e-01, eta: 5 days, 11:46:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6574, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.1154 2021-06-22 02:27:29,482 - mmaction - INFO - Epoch [68][1100/1879] lr: 1.113e-01, eta: 5 days, 11:45:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6484, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.0505 2021-06-22 02:28:14,272 - mmaction - INFO - Epoch [68][1120/1879] lr: 1.113e-01, eta: 5 days, 11:44:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6496, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.1382 2021-06-22 02:28:59,131 - mmaction - INFO - Epoch [68][1140/1879] lr: 1.113e-01, eta: 5 days, 11:44:12, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6434, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.0505 2021-06-22 02:29:44,039 - mmaction - INFO - Epoch [68][1160/1879] lr: 1.113e-01, eta: 5 days, 11:43:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6398, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.0598 2021-06-22 02:30:28,754 - mmaction - INFO - Epoch [68][1180/1879] lr: 1.113e-01, eta: 5 days, 11:42:42, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3641, top5_acc: 0.6238, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0721 2021-06-22 02:31:13,608 - mmaction - INFO - Epoch [68][1200/1879] lr: 1.113e-01, eta: 5 days, 11:41:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6562, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.0196 2021-06-22 02:31:58,265 - mmaction - INFO - Epoch [68][1220/1879] lr: 1.113e-01, eta: 5 days, 11:41:12, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6441, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1017 2021-06-22 02:32:42,957 - mmaction - INFO - Epoch [68][1240/1879] lr: 1.113e-01, eta: 5 days, 11:40:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6430, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.0644 2021-06-22 02:33:27,782 - mmaction - INFO - Epoch [68][1260/1879] lr: 1.113e-01, eta: 5 days, 11:39:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6434, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.1185 2021-06-22 02:34:12,630 - mmaction - INFO - Epoch [68][1280/1879] lr: 1.113e-01, eta: 5 days, 11:38:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1079 2021-06-22 02:34:57,428 - mmaction - INFO - Epoch [68][1300/1879] lr: 1.113e-01, eta: 5 days, 11:38:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.0613 2021-06-22 02:35:42,208 - mmaction - INFO - Epoch [68][1320/1879] lr: 1.113e-01, eta: 5 days, 11:37:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6504, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.0123 2021-06-22 02:36:27,012 - mmaction - INFO - Epoch [68][1340/1879] lr: 1.113e-01, eta: 5 days, 11:36:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6375, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.0463 2021-06-22 02:37:11,753 - mmaction - INFO - Epoch [68][1360/1879] lr: 1.113e-01, eta: 5 days, 11:35:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6578, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.0711 2021-06-22 02:37:56,373 - mmaction - INFO - Epoch [68][1380/1879] lr: 1.113e-01, eta: 5 days, 11:35:10, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6379, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.0606 2021-06-22 02:38:41,224 - mmaction - INFO - Epoch [68][1400/1879] lr: 1.113e-01, eta: 5 days, 11:34:25, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6520, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.0675 2021-06-22 02:39:26,014 - mmaction - INFO - Epoch [68][1420/1879] lr: 1.113e-01, eta: 5 days, 11:33:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6539, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.0854 2021-06-22 02:40:10,872 - mmaction - INFO - Epoch [68][1440/1879] lr: 1.113e-01, eta: 5 days, 11:32:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6406, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.0774 2021-06-22 02:40:55,667 - mmaction - INFO - Epoch [68][1460/1879] lr: 1.113e-01, eta: 5 days, 11:32:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6477, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.0550 2021-06-22 02:41:40,556 - mmaction - INFO - Epoch [68][1480/1879] lr: 1.113e-01, eta: 5 days, 11:31:25, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6395, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.0499 2021-06-22 02:42:25,297 - mmaction - INFO - Epoch [68][1500/1879] lr: 1.113e-01, eta: 5 days, 11:30:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6516, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.1127 2021-06-22 02:43:10,188 - mmaction - INFO - Epoch [68][1520/1879] lr: 1.113e-01, eta: 5 days, 11:29:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6332, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.0910 2021-06-22 02:43:54,887 - mmaction - INFO - Epoch [68][1540/1879] lr: 1.113e-01, eta: 5 days, 11:29:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.0433 2021-06-22 02:44:39,643 - mmaction - INFO - Epoch [68][1560/1879] lr: 1.113e-01, eta: 5 days, 11:28:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6473, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.1061 2021-06-22 02:45:24,315 - mmaction - INFO - Epoch [68][1580/1879] lr: 1.113e-01, eta: 5 days, 11:27:39, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6609, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.1113 2021-06-22 02:46:09,239 - mmaction - INFO - Epoch [68][1600/1879] lr: 1.113e-01, eta: 5 days, 11:26:54, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6477, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.0647 2021-06-22 02:46:54,063 - mmaction - INFO - Epoch [68][1620/1879] lr: 1.113e-01, eta: 5 days, 11:26:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3746, top5_acc: 0.6309, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.0893 2021-06-22 02:47:39,034 - mmaction - INFO - Epoch [68][1640/1879] lr: 1.113e-01, eta: 5 days, 11:25:24, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6355, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.0388 2021-06-22 02:48:23,871 - mmaction - INFO - Epoch [68][1660/1879] lr: 1.113e-01, eta: 5 days, 11:24:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6398, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.0317 2021-06-22 02:49:08,565 - mmaction - INFO - Epoch [68][1680/1879] lr: 1.113e-01, eta: 5 days, 11:23:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6535, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.0434 2021-06-22 02:49:53,244 - mmaction - INFO - Epoch [68][1700/1879] lr: 1.113e-01, eta: 5 days, 11:23:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6363, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.0386 2021-06-22 02:50:37,967 - mmaction - INFO - Epoch [68][1720/1879] lr: 1.113e-01, eta: 5 days, 11:22:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6566, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.0376 2021-06-22 02:51:22,655 - mmaction - INFO - Epoch [68][1740/1879] lr: 1.113e-01, eta: 5 days, 11:21:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6582, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.1060 2021-06-22 02:52:07,355 - mmaction - INFO - Epoch [68][1760/1879] lr: 1.113e-01, eta: 5 days, 11:20:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6566, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.1006 2021-06-22 02:52:52,070 - mmaction - INFO - Epoch [68][1780/1879] lr: 1.113e-01, eta: 5 days, 11:20:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6414, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.0870 2021-06-22 02:53:36,734 - mmaction - INFO - Epoch [68][1800/1879] lr: 1.113e-01, eta: 5 days, 11:19:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6488, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.1159 2021-06-22 02:54:21,668 - mmaction - INFO - Epoch [68][1820/1879] lr: 1.113e-01, eta: 5 days, 11:18:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.0573 2021-06-22 02:55:06,429 - mmaction - INFO - Epoch [68][1840/1879] lr: 1.113e-01, eta: 5 days, 11:17:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6438, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.0880 2021-06-22 02:55:51,268 - mmaction - INFO - Epoch [68][1860/1879] lr: 1.113e-01, eta: 5 days, 11:17:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6297, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.1029 2021-06-22 02:56:34,239 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-06-22 02:58:04,777 - mmaction - INFO - Epoch [69][20/1879] lr: 1.100e-01, eta: 5 days, 11:15:44, time: 4.510, data_time: 2.132, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.0786 2021-06-22 02:58:49,616 - mmaction - INFO - Epoch [69][40/1879] lr: 1.100e-01, eta: 5 days, 11:14:59, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6543, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.0504 2021-06-22 02:59:34,457 - mmaction - INFO - Epoch [69][60/1879] lr: 1.100e-01, eta: 5 days, 11:14:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6609, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.0493 2021-06-22 03:00:19,438 - mmaction - INFO - Epoch [69][80/1879] lr: 1.100e-01, eta: 5 days, 11:13:29, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6633, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.0431 2021-06-22 03:01:04,480 - mmaction - INFO - Epoch [69][100/1879] lr: 1.100e-01, eta: 5 days, 11:12:45, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6625, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.0557 2021-06-22 03:01:49,348 - mmaction - INFO - Epoch [69][120/1879] lr: 1.100e-01, eta: 5 days, 11:12:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.0549 2021-06-22 03:02:34,263 - mmaction - INFO - Epoch [69][140/1879] lr: 1.100e-01, eta: 5 days, 11:11:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3793, top5_acc: 0.6473, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.1194 2021-06-22 03:03:19,202 - mmaction - INFO - Epoch [69][160/1879] lr: 1.100e-01, eta: 5 days, 11:10:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6582, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.0971 2021-06-22 03:04:04,078 - mmaction - INFO - Epoch [69][180/1879] lr: 1.100e-01, eta: 5 days, 11:09:45, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6672, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.0594 2021-06-22 03:04:48,896 - mmaction - INFO - Epoch [69][200/1879] lr: 1.100e-01, eta: 5 days, 11:09:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6543, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.0962 2021-06-22 03:05:33,722 - mmaction - INFO - Epoch [69][220/1879] lr: 1.100e-01, eta: 5 days, 11:08:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6590, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.0861 2021-06-22 03:06:18,741 - mmaction - INFO - Epoch [69][240/1879] lr: 1.100e-01, eta: 5 days, 11:07:30, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6480, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.1055 2021-06-22 03:07:03,601 - mmaction - INFO - Epoch [69][260/1879] lr: 1.100e-01, eta: 5 days, 11:06:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6539, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.0354 2021-06-22 03:07:48,481 - mmaction - INFO - Epoch [69][280/1879] lr: 1.100e-01, eta: 5 days, 11:06:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6566, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.0743 2021-06-22 03:08:33,239 - mmaction - INFO - Epoch [69][300/1879] lr: 1.100e-01, eta: 5 days, 11:05:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6691, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.1418 2021-06-22 03:09:17,981 - mmaction - INFO - Epoch [69][320/1879] lr: 1.100e-01, eta: 5 days, 11:04:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6430, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.1042 2021-06-22 03:10:02,690 - mmaction - INFO - Epoch [69][340/1879] lr: 1.100e-01, eta: 5 days, 11:03:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6730, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.0364 2021-06-22 03:10:47,415 - mmaction - INFO - Epoch [69][360/1879] lr: 1.100e-01, eta: 5 days, 11:02:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6520, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.0402 2021-06-22 03:11:32,044 - mmaction - INFO - Epoch [69][380/1879] lr: 1.100e-01, eta: 5 days, 11:02:14, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6605, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.1093 2021-06-22 03:12:16,815 - mmaction - INFO - Epoch [69][400/1879] lr: 1.100e-01, eta: 5 days, 11:01:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6629, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.1172 2021-06-22 03:13:01,436 - mmaction - INFO - Epoch [69][420/1879] lr: 1.100e-01, eta: 5 days, 11:00:43, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.0784 2021-06-22 03:13:46,123 - mmaction - INFO - Epoch [69][440/1879] lr: 1.100e-01, eta: 5 days, 10:59:58, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6637, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.0957 2021-06-22 03:14:30,786 - mmaction - INFO - Epoch [69][460/1879] lr: 1.100e-01, eta: 5 days, 10:59:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6352, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.0927 2021-06-22 03:15:15,497 - mmaction - INFO - Epoch [69][480/1879] lr: 1.100e-01, eta: 5 days, 10:58:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6379, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.0632 2021-06-22 03:16:00,274 - mmaction - INFO - Epoch [69][500/1879] lr: 1.100e-01, eta: 5 days, 10:57:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6387, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.0615 2021-06-22 03:16:45,074 - mmaction - INFO - Epoch [69][520/1879] lr: 1.100e-01, eta: 5 days, 10:56:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6414, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.0415 2021-06-22 03:17:29,742 - mmaction - INFO - Epoch [69][540/1879] lr: 1.100e-01, eta: 5 days, 10:56:12, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6457, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.0398 2021-06-22 03:18:14,464 - mmaction - INFO - Epoch [69][560/1879] lr: 1.100e-01, eta: 5 days, 10:55:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6402, loss_cls: 2.7278, loss: 2.7278, grad_norm: 2.0620 2021-06-22 03:18:59,265 - mmaction - INFO - Epoch [69][580/1879] lr: 1.100e-01, eta: 5 days, 10:54:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6535, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.1084 2021-06-22 03:19:43,861 - mmaction - INFO - Epoch [69][600/1879] lr: 1.100e-01, eta: 5 days, 10:53:56, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6363, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.0470 2021-06-22 03:20:28,736 - mmaction - INFO - Epoch [69][620/1879] lr: 1.100e-01, eta: 5 days, 10:53:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.0138 2021-06-22 03:21:13,494 - mmaction - INFO - Epoch [69][640/1879] lr: 1.100e-01, eta: 5 days, 10:52:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6656, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.1109 2021-06-22 03:21:58,290 - mmaction - INFO - Epoch [69][660/1879] lr: 1.100e-01, eta: 5 days, 10:51:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6297, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.0599 2021-06-22 03:22:42,911 - mmaction - INFO - Epoch [69][680/1879] lr: 1.100e-01, eta: 5 days, 10:50:56, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6301, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.0367 2021-06-22 03:23:27,634 - mmaction - INFO - Epoch [69][700/1879] lr: 1.100e-01, eta: 5 days, 10:50:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6309, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.0872 2021-06-22 03:24:12,373 - mmaction - INFO - Epoch [69][720/1879] lr: 1.100e-01, eta: 5 days, 10:49:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6520, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.0665 2021-06-22 03:24:57,089 - mmaction - INFO - Epoch [69][740/1879] lr: 1.100e-01, eta: 5 days, 10:48:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6355, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.0887 2021-06-22 03:25:41,890 - mmaction - INFO - Epoch [69][760/1879] lr: 1.100e-01, eta: 5 days, 10:47:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6469, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.0722 2021-06-22 03:26:26,557 - mmaction - INFO - Epoch [69][780/1879] lr: 1.100e-01, eta: 5 days, 10:47:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6566, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.1125 2021-06-22 03:27:11,296 - mmaction - INFO - Epoch [69][800/1879] lr: 1.100e-01, eta: 5 days, 10:46:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6687, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.0911 2021-06-22 03:27:55,929 - mmaction - INFO - Epoch [69][820/1879] lr: 1.100e-01, eta: 5 days, 10:45:39, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6543, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.1156 2021-06-22 03:28:40,774 - mmaction - INFO - Epoch [69][840/1879] lr: 1.100e-01, eta: 5 days, 10:44:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6492, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1851 2021-06-22 03:29:25,618 - mmaction - INFO - Epoch [69][860/1879] lr: 1.100e-01, eta: 5 days, 10:44:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6461, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.0430 2021-06-22 03:30:10,330 - mmaction - INFO - Epoch [69][880/1879] lr: 1.100e-01, eta: 5 days, 10:43:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.0254 2021-06-22 03:30:54,993 - mmaction - INFO - Epoch [69][900/1879] lr: 1.100e-01, eta: 5 days, 10:42:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6625, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.1108 2021-06-22 03:31:39,691 - mmaction - INFO - Epoch [69][920/1879] lr: 1.100e-01, eta: 5 days, 10:41:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6508, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.0761 2021-06-22 03:32:24,375 - mmaction - INFO - Epoch [69][940/1879] lr: 1.100e-01, eta: 5 days, 10:41:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6512, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.0786 2021-06-22 03:33:09,097 - mmaction - INFO - Epoch [69][960/1879] lr: 1.100e-01, eta: 5 days, 10:40:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6492, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.0886 2021-06-22 03:33:53,847 - mmaction - INFO - Epoch [69][980/1879] lr: 1.100e-01, eta: 5 days, 10:39:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6609, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.0528 2021-06-22 03:34:38,518 - mmaction - INFO - Epoch [69][1000/1879] lr: 1.100e-01, eta: 5 days, 10:38:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6547, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1188 2021-06-22 03:35:23,277 - mmaction - INFO - Epoch [69][1020/1879] lr: 1.100e-01, eta: 5 days, 10:38:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6480, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.0986 2021-06-22 03:36:08,050 - mmaction - INFO - Epoch [69][1040/1879] lr: 1.100e-01, eta: 5 days, 10:37:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6309, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.0523 2021-06-22 03:36:52,768 - mmaction - INFO - Epoch [69][1060/1879] lr: 1.100e-01, eta: 5 days, 10:36:37, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.0484 2021-06-22 03:37:37,507 - mmaction - INFO - Epoch [69][1080/1879] lr: 1.100e-01, eta: 5 days, 10:35:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6449, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.0891 2021-06-22 03:38:22,330 - mmaction - INFO - Epoch [69][1100/1879] lr: 1.100e-01, eta: 5 days, 10:35:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6434, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.0079 2021-06-22 03:39:06,929 - mmaction - INFO - Epoch [69][1120/1879] lr: 1.100e-01, eta: 5 days, 10:34:21, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.1054 2021-06-22 03:39:51,684 - mmaction - INFO - Epoch [69][1140/1879] lr: 1.100e-01, eta: 5 days, 10:33:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6352, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.1079 2021-06-22 03:40:36,332 - mmaction - INFO - Epoch [69][1160/1879] lr: 1.100e-01, eta: 5 days, 10:32:50, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6602, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.0435 2021-06-22 03:41:21,177 - mmaction - INFO - Epoch [69][1180/1879] lr: 1.100e-01, eta: 5 days, 10:32:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6426, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.0011 2021-06-22 03:42:05,889 - mmaction - INFO - Epoch [69][1200/1879] lr: 1.100e-01, eta: 5 days, 10:31:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6512, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.0735 2021-06-22 03:42:50,687 - mmaction - INFO - Epoch [69][1220/1879] lr: 1.100e-01, eta: 5 days, 10:30:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6527, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.1182 2021-06-22 03:43:35,537 - mmaction - INFO - Epoch [69][1240/1879] lr: 1.100e-01, eta: 5 days, 10:29:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6566, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.0890 2021-06-22 03:44:20,226 - mmaction - INFO - Epoch [69][1260/1879] lr: 1.100e-01, eta: 5 days, 10:29:05, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6387, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.0808 2021-06-22 03:45:05,149 - mmaction - INFO - Epoch [69][1280/1879] lr: 1.100e-01, eta: 5 days, 10:28:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6520, loss_cls: 2.7254, loss: 2.7254, grad_norm: 2.0420 2021-06-22 03:45:49,919 - mmaction - INFO - Epoch [69][1300/1879] lr: 1.100e-01, eta: 5 days, 10:27:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6488, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.1413 2021-06-22 03:46:34,762 - mmaction - INFO - Epoch [69][1320/1879] lr: 1.100e-01, eta: 5 days, 10:26:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6551, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.0974 2021-06-22 03:47:19,565 - mmaction - INFO - Epoch [69][1340/1879] lr: 1.100e-01, eta: 5 days, 10:26:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6395, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.1035 2021-06-22 03:48:04,263 - mmaction - INFO - Epoch [69][1360/1879] lr: 1.100e-01, eta: 5 days, 10:25:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6434, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.0646 2021-06-22 03:48:49,075 - mmaction - INFO - Epoch [69][1380/1879] lr: 1.100e-01, eta: 5 days, 10:24:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6383, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.0441 2021-06-22 03:49:33,713 - mmaction - INFO - Epoch [69][1400/1879] lr: 1.100e-01, eta: 5 days, 10:23:49, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6531, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.0445 2021-06-22 03:50:18,377 - mmaction - INFO - Epoch [69][1420/1879] lr: 1.100e-01, eta: 5 days, 10:23:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6461, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.0360 2021-06-22 03:51:03,054 - mmaction - INFO - Epoch [69][1440/1879] lr: 1.100e-01, eta: 5 days, 10:22:18, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6703, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.0571 2021-06-22 03:51:47,808 - mmaction - INFO - Epoch [69][1460/1879] lr: 1.100e-01, eta: 5 days, 10:21:33, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6609, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.1268 2021-06-22 03:52:32,475 - mmaction - INFO - Epoch [69][1480/1879] lr: 1.100e-01, eta: 5 days, 10:20:48, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6492, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.0954 2021-06-22 03:53:17,140 - mmaction - INFO - Epoch [69][1500/1879] lr: 1.100e-01, eta: 5 days, 10:20:03, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3723, top5_acc: 0.6332, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.0886 2021-06-22 03:54:01,832 - mmaction - INFO - Epoch [69][1520/1879] lr: 1.100e-01, eta: 5 days, 10:19:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6383, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.0841 2021-06-22 03:54:46,672 - mmaction - INFO - Epoch [69][1540/1879] lr: 1.100e-01, eta: 5 days, 10:18:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6613, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1157 2021-06-22 03:55:31,478 - mmaction - INFO - Epoch [69][1560/1879] lr: 1.100e-01, eta: 5 days, 10:17:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6457, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.0489 2021-06-22 03:56:16,332 - mmaction - INFO - Epoch [69][1580/1879] lr: 1.100e-01, eta: 5 days, 10:17:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.1159 2021-06-22 03:57:01,048 - mmaction - INFO - Epoch [69][1600/1879] lr: 1.100e-01, eta: 5 days, 10:16:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.1065 2021-06-22 03:57:45,705 - mmaction - INFO - Epoch [69][1620/1879] lr: 1.100e-01, eta: 5 days, 10:15:32, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.0937 2021-06-22 03:58:30,529 - mmaction - INFO - Epoch [69][1640/1879] lr: 1.100e-01, eta: 5 days, 10:14:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6527, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.0161 2021-06-22 03:59:15,352 - mmaction - INFO - Epoch [69][1660/1879] lr: 1.100e-01, eta: 5 days, 10:14:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.0593 2021-06-22 04:00:00,104 - mmaction - INFO - Epoch [69][1680/1879] lr: 1.100e-01, eta: 5 days, 10:13:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6355, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.1104 2021-06-22 04:00:44,857 - mmaction - INFO - Epoch [69][1700/1879] lr: 1.100e-01, eta: 5 days, 10:12:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6566, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.0832 2021-06-22 04:01:29,500 - mmaction - INFO - Epoch [69][1720/1879] lr: 1.100e-01, eta: 5 days, 10:11:46, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6488, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.0773 2021-06-22 04:02:14,214 - mmaction - INFO - Epoch [69][1740/1879] lr: 1.100e-01, eta: 5 days, 10:11:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6348, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.0989 2021-06-22 04:02:58,884 - mmaction - INFO - Epoch [69][1760/1879] lr: 1.100e-01, eta: 5 days, 10:10:15, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6535, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.1248 2021-06-22 04:03:43,706 - mmaction - INFO - Epoch [69][1780/1879] lr: 1.100e-01, eta: 5 days, 10:09:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3750, top5_acc: 0.6504, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.0798 2021-06-22 04:04:28,279 - mmaction - INFO - Epoch [69][1800/1879] lr: 1.100e-01, eta: 5 days, 10:08:45, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6441, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.1086 2021-06-22 04:05:13,181 - mmaction - INFO - Epoch [69][1820/1879] lr: 1.100e-01, eta: 5 days, 10:08:00, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.0626 2021-06-22 04:05:57,865 - mmaction - INFO - Epoch [69][1840/1879] lr: 1.100e-01, eta: 5 days, 10:07:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.0412 2021-06-22 04:06:42,633 - mmaction - INFO - Epoch [69][1860/1879] lr: 1.100e-01, eta: 5 days, 10:06:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6594, loss_cls: 2.7410, loss: 2.7410, grad_norm: 2.0481 2021-06-22 04:07:25,758 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-06-22 04:08:54,841 - mmaction - INFO - Epoch [70][20/1879] lr: 1.087e-01, eta: 5 days, 10:05:04, time: 4.442, data_time: 2.095, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6414, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.0892 2021-06-22 04:09:39,540 - mmaction - INFO - Epoch [70][40/1879] lr: 1.087e-01, eta: 5 days, 10:04:19, time: 2.235, data_time: 0.004, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6371, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.1372 2021-06-22 04:10:24,319 - mmaction - INFO - Epoch [70][60/1879] lr: 1.087e-01, eta: 5 days, 10:03:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6598, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.0262 2021-06-22 04:11:09,235 - mmaction - INFO - Epoch [70][80/1879] lr: 1.087e-01, eta: 5 days, 10:02:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6496, loss_cls: 2.6944, loss: 2.6944, grad_norm: 2.0513 2021-06-22 04:11:54,153 - mmaction - INFO - Epoch [70][100/1879] lr: 1.087e-01, eta: 5 days, 10:02:04, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6707, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.1131 2021-06-22 04:12:38,988 - mmaction - INFO - Epoch [70][120/1879] lr: 1.087e-01, eta: 5 days, 10:01:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6652, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.0910 2021-06-22 04:13:24,017 - mmaction - INFO - Epoch [70][140/1879] lr: 1.087e-01, eta: 5 days, 10:00:34, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6797, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.0660 2021-06-22 04:14:08,904 - mmaction - INFO - Epoch [70][160/1879] lr: 1.087e-01, eta: 5 days, 9:59:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6410, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.0853 2021-06-22 04:14:53,700 - mmaction - INFO - Epoch [70][180/1879] lr: 1.087e-01, eta: 5 days, 9:59:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6422, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.1200 2021-06-22 04:15:38,725 - mmaction - INFO - Epoch [70][200/1879] lr: 1.087e-01, eta: 5 days, 9:58:19, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.0711 2021-06-22 04:16:23,467 - mmaction - INFO - Epoch [70][220/1879] lr: 1.087e-01, eta: 5 days, 9:57:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6512, loss_cls: 2.7505, loss: 2.7505, grad_norm: 2.0635 2021-06-22 04:17:08,290 - mmaction - INFO - Epoch [70][240/1879] lr: 1.087e-01, eta: 5 days, 9:56:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6570, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.0962 2021-06-22 04:17:53,074 - mmaction - INFO - Epoch [70][260/1879] lr: 1.087e-01, eta: 5 days, 9:56:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.1477 2021-06-22 04:18:37,998 - mmaction - INFO - Epoch [70][280/1879] lr: 1.087e-01, eta: 5 days, 9:55:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6262, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.0701 2021-06-22 04:19:22,950 - mmaction - INFO - Epoch [70][300/1879] lr: 1.087e-01, eta: 5 days, 9:54:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6527, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.0885 2021-06-22 04:20:07,803 - mmaction - INFO - Epoch [70][320/1879] lr: 1.087e-01, eta: 5 days, 9:53:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6457, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.0677 2021-06-22 04:20:52,570 - mmaction - INFO - Epoch [70][340/1879] lr: 1.087e-01, eta: 5 days, 9:53:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6469, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.0666 2021-06-22 04:21:37,430 - mmaction - INFO - Epoch [70][360/1879] lr: 1.087e-01, eta: 5 days, 9:52:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6629, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.1471 2021-06-22 04:22:22,175 - mmaction - INFO - Epoch [70][380/1879] lr: 1.087e-01, eta: 5 days, 9:51:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6461, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.0616 2021-06-22 04:23:06,862 - mmaction - INFO - Epoch [70][400/1879] lr: 1.087e-01, eta: 5 days, 9:50:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6406, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.0493 2021-06-22 04:23:51,691 - mmaction - INFO - Epoch [70][420/1879] lr: 1.087e-01, eta: 5 days, 9:50:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.1038 2021-06-22 04:24:36,556 - mmaction - INFO - Epoch [70][440/1879] lr: 1.087e-01, eta: 5 days, 9:49:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6699, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.0365 2021-06-22 04:25:21,189 - mmaction - INFO - Epoch [70][460/1879] lr: 1.087e-01, eta: 5 days, 9:48:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6629, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.0614 2021-06-22 04:26:05,991 - mmaction - INFO - Epoch [70][480/1879] lr: 1.087e-01, eta: 5 days, 9:47:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6637, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.0733 2021-06-22 04:26:50,708 - mmaction - INFO - Epoch [70][500/1879] lr: 1.087e-01, eta: 5 days, 9:47:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6684, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.1174 2021-06-22 04:27:35,620 - mmaction - INFO - Epoch [70][520/1879] lr: 1.087e-01, eta: 5 days, 9:46:18, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6531, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.1239 2021-06-22 04:28:20,508 - mmaction - INFO - Epoch [70][540/1879] lr: 1.087e-01, eta: 5 days, 9:45:33, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6406, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.0638 2021-06-22 04:29:05,328 - mmaction - INFO - Epoch [70][560/1879] lr: 1.087e-01, eta: 5 days, 9:44:48, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.0757 2021-06-22 04:29:50,189 - mmaction - INFO - Epoch [70][580/1879] lr: 1.087e-01, eta: 5 days, 9:44:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.0120 2021-06-22 04:30:34,949 - mmaction - INFO - Epoch [70][600/1879] lr: 1.087e-01, eta: 5 days, 9:43:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6570, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.0055 2021-06-22 04:31:19,758 - mmaction - INFO - Epoch [70][620/1879] lr: 1.087e-01, eta: 5 days, 9:42:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6762, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.0972 2021-06-22 04:32:04,443 - mmaction - INFO - Epoch [70][640/1879] lr: 1.087e-01, eta: 5 days, 9:41:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.0410 2021-06-22 04:32:49,276 - mmaction - INFO - Epoch [70][660/1879] lr: 1.087e-01, eta: 5 days, 9:41:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6512, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.0992 2021-06-22 04:33:34,140 - mmaction - INFO - Epoch [70][680/1879] lr: 1.087e-01, eta: 5 days, 9:40:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6508, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.0820 2021-06-22 04:34:18,937 - mmaction - INFO - Epoch [70][700/1879] lr: 1.087e-01, eta: 5 days, 9:39:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6434, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.0726 2021-06-22 04:35:03,682 - mmaction - INFO - Epoch [70][720/1879] lr: 1.087e-01, eta: 5 days, 9:38:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6559, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.2055 2021-06-22 04:35:48,443 - mmaction - INFO - Epoch [70][740/1879] lr: 1.087e-01, eta: 5 days, 9:38:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6586, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.0872 2021-06-22 04:36:33,252 - mmaction - INFO - Epoch [70][760/1879] lr: 1.087e-01, eta: 5 days, 9:37:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6457, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.0864 2021-06-22 04:37:17,964 - mmaction - INFO - Epoch [70][780/1879] lr: 1.087e-01, eta: 5 days, 9:36:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.0944 2021-06-22 04:38:02,795 - mmaction - INFO - Epoch [70][800/1879] lr: 1.087e-01, eta: 5 days, 9:35:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.0874 2021-06-22 04:38:47,649 - mmaction - INFO - Epoch [70][820/1879] lr: 1.087e-01, eta: 5 days, 9:35:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6582, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.0735 2021-06-22 04:39:32,363 - mmaction - INFO - Epoch [70][840/1879] lr: 1.087e-01, eta: 5 days, 9:34:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6355, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.0814 2021-06-22 04:40:17,007 - mmaction - INFO - Epoch [70][860/1879] lr: 1.087e-01, eta: 5 days, 9:33:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6570, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.0490 2021-06-22 04:41:01,816 - mmaction - INFO - Epoch [70][880/1879] lr: 1.087e-01, eta: 5 days, 9:32:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6387, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.0049 2021-06-22 04:41:46,668 - mmaction - INFO - Epoch [70][900/1879] lr: 1.087e-01, eta: 5 days, 9:32:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6402, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.0561 2021-06-22 04:42:31,341 - mmaction - INFO - Epoch [70][920/1879] lr: 1.087e-01, eta: 5 days, 9:31:16, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6488, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.0783 2021-06-22 04:43:16,127 - mmaction - INFO - Epoch [70][940/1879] lr: 1.087e-01, eta: 5 days, 9:30:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.0565 2021-06-22 04:44:00,938 - mmaction - INFO - Epoch [70][960/1879] lr: 1.087e-01, eta: 5 days, 9:29:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6441, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.2284 2021-06-22 04:44:45,826 - mmaction - INFO - Epoch [70][980/1879] lr: 1.087e-01, eta: 5 days, 9:29:01, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6504, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.1058 2021-06-22 04:45:30,687 - mmaction - INFO - Epoch [70][1000/1879] lr: 1.087e-01, eta: 5 days, 9:28:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6398, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.1323 2021-06-22 04:46:15,428 - mmaction - INFO - Epoch [70][1020/1879] lr: 1.087e-01, eta: 5 days, 9:27:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6371, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.0949 2021-06-22 04:47:00,035 - mmaction - INFO - Epoch [70][1040/1879] lr: 1.087e-01, eta: 5 days, 9:26:45, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6523, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.0587 2021-06-22 04:47:44,654 - mmaction - INFO - Epoch [70][1060/1879] lr: 1.087e-01, eta: 5 days, 9:26:00, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1226 2021-06-22 04:48:29,316 - mmaction - INFO - Epoch [70][1080/1879] lr: 1.087e-01, eta: 5 days, 9:25:14, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6457, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.1006 2021-06-22 04:49:14,015 - mmaction - INFO - Epoch [70][1100/1879] lr: 1.087e-01, eta: 5 days, 9:24:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6441, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.0920 2021-06-22 04:49:58,896 - mmaction - INFO - Epoch [70][1120/1879] lr: 1.087e-01, eta: 5 days, 9:23:44, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6512, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.1134 2021-06-22 04:50:43,688 - mmaction - INFO - Epoch [70][1140/1879] lr: 1.087e-01, eta: 5 days, 9:22:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6512, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.1427 2021-06-22 04:51:28,437 - mmaction - INFO - Epoch [70][1160/1879] lr: 1.087e-01, eta: 5 days, 9:22:14, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.0404 2021-06-22 04:52:13,124 - mmaction - INFO - Epoch [70][1180/1879] lr: 1.087e-01, eta: 5 days, 9:21:29, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6559, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.1242 2021-06-22 04:52:57,745 - mmaction - INFO - Epoch [70][1200/1879] lr: 1.087e-01, eta: 5 days, 9:20:43, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6367, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.1277 2021-06-22 04:53:42,564 - mmaction - INFO - Epoch [70][1220/1879] lr: 1.087e-01, eta: 5 days, 9:19:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6512, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.1196 2021-06-22 04:54:27,437 - mmaction - INFO - Epoch [70][1240/1879] lr: 1.087e-01, eta: 5 days, 9:19:13, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.0703 2021-06-22 04:55:12,203 - mmaction - INFO - Epoch [70][1260/1879] lr: 1.087e-01, eta: 5 days, 9:18:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6535, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.1380 2021-06-22 04:55:57,073 - mmaction - INFO - Epoch [70][1280/1879] lr: 1.087e-01, eta: 5 days, 9:17:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6660, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.1239 2021-06-22 04:56:41,909 - mmaction - INFO - Epoch [70][1300/1879] lr: 1.087e-01, eta: 5 days, 9:16:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6559, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.0865 2021-06-22 04:57:26,773 - mmaction - INFO - Epoch [70][1320/1879] lr: 1.087e-01, eta: 5 days, 9:16:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6520, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.1397 2021-06-22 04:58:11,609 - mmaction - INFO - Epoch [70][1340/1879] lr: 1.087e-01, eta: 5 days, 9:15:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6598, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.0827 2021-06-22 04:58:56,373 - mmaction - INFO - Epoch [70][1360/1879] lr: 1.087e-01, eta: 5 days, 9:14:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6316, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.1453 2021-06-22 04:59:41,156 - mmaction - INFO - Epoch [70][1380/1879] lr: 1.087e-01, eta: 5 days, 9:13:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6488, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.0387 2021-06-22 05:00:25,834 - mmaction - INFO - Epoch [70][1400/1879] lr: 1.087e-01, eta: 5 days, 9:13:13, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3805, top5_acc: 0.6508, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.0770 2021-06-22 05:01:10,481 - mmaction - INFO - Epoch [70][1420/1879] lr: 1.087e-01, eta: 5 days, 9:12:27, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.1098 2021-06-22 05:01:55,329 - mmaction - INFO - Epoch [70][1440/1879] lr: 1.087e-01, eta: 5 days, 9:11:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6297, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.0498 2021-06-22 05:02:40,133 - mmaction - INFO - Epoch [70][1460/1879] lr: 1.087e-01, eta: 5 days, 9:10:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3699, top5_acc: 0.6422, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.0872 2021-06-22 05:03:24,990 - mmaction - INFO - Epoch [70][1480/1879] lr: 1.087e-01, eta: 5 days, 9:10:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6324, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.0377 2021-06-22 05:04:09,811 - mmaction - INFO - Epoch [70][1500/1879] lr: 1.087e-01, eta: 5 days, 9:09:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6340, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1108 2021-06-22 05:04:54,483 - mmaction - INFO - Epoch [70][1520/1879] lr: 1.087e-01, eta: 5 days, 9:08:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6520, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.0753 2021-06-22 05:05:39,201 - mmaction - INFO - Epoch [70][1540/1879] lr: 1.087e-01, eta: 5 days, 9:07:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6641, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.9811 2021-06-22 05:06:23,993 - mmaction - INFO - Epoch [70][1560/1879] lr: 1.087e-01, eta: 5 days, 9:07:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6496, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.0813 2021-06-22 05:07:08,790 - mmaction - INFO - Epoch [70][1580/1879] lr: 1.087e-01, eta: 5 days, 9:06:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6453, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.0059 2021-06-22 05:07:53,456 - mmaction - INFO - Epoch [70][1600/1879] lr: 1.087e-01, eta: 5 days, 9:05:41, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6512, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.0571 2021-06-22 05:08:38,233 - mmaction - INFO - Epoch [70][1620/1879] lr: 1.087e-01, eta: 5 days, 9:04:56, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6625, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.1113 2021-06-22 05:09:22,963 - mmaction - INFO - Epoch [70][1640/1879] lr: 1.087e-01, eta: 5 days, 9:04:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6652, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.0019 2021-06-22 05:10:07,548 - mmaction - INFO - Epoch [70][1660/1879] lr: 1.087e-01, eta: 5 days, 9:03:26, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6332, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.0812 2021-06-22 05:10:52,311 - mmaction - INFO - Epoch [70][1680/1879] lr: 1.087e-01, eta: 5 days, 9:02:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6480, loss_cls: 2.7296, loss: 2.7296, grad_norm: 2.1494 2021-06-22 05:11:37,006 - mmaction - INFO - Epoch [70][1700/1879] lr: 1.087e-01, eta: 5 days, 9:01:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6578, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.0379 2021-06-22 05:12:21,557 - mmaction - INFO - Epoch [70][1720/1879] lr: 1.087e-01, eta: 5 days, 9:01:10, time: 2.227, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6492, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.0810 2021-06-22 05:13:06,255 - mmaction - INFO - Epoch [70][1740/1879] lr: 1.087e-01, eta: 5 days, 9:00:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.0744 2021-06-22 05:13:50,890 - mmaction - INFO - Epoch [70][1760/1879] lr: 1.087e-01, eta: 5 days, 8:59:39, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.0540 2021-06-22 05:14:35,672 - mmaction - INFO - Epoch [70][1780/1879] lr: 1.087e-01, eta: 5 days, 8:58:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6504, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.0650 2021-06-22 05:15:20,383 - mmaction - INFO - Epoch [70][1800/1879] lr: 1.087e-01, eta: 5 days, 8:58:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6617, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.0519 2021-06-22 05:16:05,181 - mmaction - INFO - Epoch [70][1820/1879] lr: 1.087e-01, eta: 5 days, 8:57:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6574, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.0882 2021-06-22 05:16:49,994 - mmaction - INFO - Epoch [70][1840/1879] lr: 1.087e-01, eta: 5 days, 8:56:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6527, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.1500 2021-06-22 05:17:34,779 - mmaction - INFO - Epoch [70][1860/1879] lr: 1.087e-01, eta: 5 days, 8:55:54, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6574, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.0586 2021-06-22 05:18:17,913 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-06-22 05:19:46,786 - mmaction - INFO - Epoch [71][20/1879] lr: 1.074e-01, eta: 5 days, 8:54:27, time: 4.407, data_time: 2.122, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6410, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.0821 2021-06-22 05:20:31,677 - mmaction - INFO - Epoch [71][40/1879] lr: 1.074e-01, eta: 5 days, 8:53:42, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6457, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.0467 2021-06-22 05:21:16,415 - mmaction - INFO - Epoch [71][60/1879] lr: 1.074e-01, eta: 5 days, 8:52:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6727, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.0884 2021-06-22 05:22:01,255 - mmaction - INFO - Epoch [71][80/1879] lr: 1.074e-01, eta: 5 days, 8:52:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.1022 2021-06-22 05:22:46,066 - mmaction - INFO - Epoch [71][100/1879] lr: 1.074e-01, eta: 5 days, 8:51:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6582, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.0670 2021-06-22 05:23:30,861 - mmaction - INFO - Epoch [71][120/1879] lr: 1.074e-01, eta: 5 days, 8:50:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6574, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.1497 2021-06-22 05:24:15,718 - mmaction - INFO - Epoch [71][140/1879] lr: 1.074e-01, eta: 5 days, 8:49:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6660, loss_cls: 2.6559, loss: 2.6559, grad_norm: 2.2249 2021-06-22 05:25:00,509 - mmaction - INFO - Epoch [71][160/1879] lr: 1.074e-01, eta: 5 days, 8:49:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.1378 2021-06-22 05:25:45,331 - mmaction - INFO - Epoch [71][180/1879] lr: 1.074e-01, eta: 5 days, 8:48:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6582, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.0799 2021-06-22 05:26:30,122 - mmaction - INFO - Epoch [71][200/1879] lr: 1.074e-01, eta: 5 days, 8:47:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6449, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.1338 2021-06-22 05:27:14,942 - mmaction - INFO - Epoch [71][220/1879] lr: 1.074e-01, eta: 5 days, 8:46:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6562, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.0907 2021-06-22 05:27:59,733 - mmaction - INFO - Epoch [71][240/1879] lr: 1.074e-01, eta: 5 days, 8:46:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6746, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.0837 2021-06-22 05:28:44,566 - mmaction - INFO - Epoch [71][260/1879] lr: 1.074e-01, eta: 5 days, 8:45:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6492, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.1695 2021-06-22 05:29:29,386 - mmaction - INFO - Epoch [71][280/1879] lr: 1.074e-01, eta: 5 days, 8:44:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6480, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.1001 2021-06-22 05:30:14,053 - mmaction - INFO - Epoch [71][300/1879] lr: 1.074e-01, eta: 5 days, 8:43:56, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6508, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.1073 2021-06-22 05:30:58,743 - mmaction - INFO - Epoch [71][320/1879] lr: 1.074e-01, eta: 5 days, 8:43:11, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6707, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.1140 2021-06-22 05:31:43,630 - mmaction - INFO - Epoch [71][340/1879] lr: 1.074e-01, eta: 5 days, 8:42:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6527, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.0767 2021-06-22 05:32:28,430 - mmaction - INFO - Epoch [71][360/1879] lr: 1.074e-01, eta: 5 days, 8:41:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.1586 2021-06-22 05:33:13,210 - mmaction - INFO - Epoch [71][380/1879] lr: 1.074e-01, eta: 5 days, 8:40:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3727, top5_acc: 0.6203, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.1028 2021-06-22 05:33:58,050 - mmaction - INFO - Epoch [71][400/1879] lr: 1.074e-01, eta: 5 days, 8:40:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6629, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.1099 2021-06-22 05:34:42,821 - mmaction - INFO - Epoch [71][420/1879] lr: 1.074e-01, eta: 5 days, 8:39:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6559, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.1212 2021-06-22 05:35:27,597 - mmaction - INFO - Epoch [71][440/1879] lr: 1.074e-01, eta: 5 days, 8:38:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.1292 2021-06-22 05:36:12,408 - mmaction - INFO - Epoch [71][460/1879] lr: 1.074e-01, eta: 5 days, 8:37:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6355, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.1316 2021-06-22 05:36:57,168 - mmaction - INFO - Epoch [71][480/1879] lr: 1.074e-01, eta: 5 days, 8:37:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6430, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.1052 2021-06-22 05:37:41,892 - mmaction - INFO - Epoch [71][500/1879] lr: 1.074e-01, eta: 5 days, 8:36:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6520, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.0844 2021-06-22 05:38:26,626 - mmaction - INFO - Epoch [71][520/1879] lr: 1.074e-01, eta: 5 days, 8:35:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6613, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.1133 2021-06-22 05:39:11,340 - mmaction - INFO - Epoch [71][540/1879] lr: 1.074e-01, eta: 5 days, 8:34:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6406, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.1086 2021-06-22 05:39:56,125 - mmaction - INFO - Epoch [71][560/1879] lr: 1.074e-01, eta: 5 days, 8:34:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6621, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.1467 2021-06-22 05:40:40,831 - mmaction - INFO - Epoch [71][580/1879] lr: 1.074e-01, eta: 5 days, 8:33:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6629, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.1194 2021-06-22 05:41:25,582 - mmaction - INFO - Epoch [71][600/1879] lr: 1.074e-01, eta: 5 days, 8:32:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6605, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.0878 2021-06-22 05:42:10,268 - mmaction - INFO - Epoch [71][620/1879] lr: 1.074e-01, eta: 5 days, 8:31:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.1175 2021-06-22 05:42:54,941 - mmaction - INFO - Epoch [71][640/1879] lr: 1.074e-01, eta: 5 days, 8:31:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6492, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.1217 2021-06-22 05:43:39,674 - mmaction - INFO - Epoch [71][660/1879] lr: 1.074e-01, eta: 5 days, 8:30:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6422, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.0717 2021-06-22 05:44:24,522 - mmaction - INFO - Epoch [71][680/1879] lr: 1.074e-01, eta: 5 days, 8:29:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6699, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.1013 2021-06-22 05:45:09,263 - mmaction - INFO - Epoch [71][700/1879] lr: 1.074e-01, eta: 5 days, 8:28:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6641, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.1064 2021-06-22 05:45:54,017 - mmaction - INFO - Epoch [71][720/1879] lr: 1.074e-01, eta: 5 days, 8:28:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.0929 2021-06-22 05:46:38,629 - mmaction - INFO - Epoch [71][740/1879] lr: 1.074e-01, eta: 5 days, 8:27:23, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.1283 2021-06-22 05:47:23,563 - mmaction - INFO - Epoch [71][760/1879] lr: 1.074e-01, eta: 5 days, 8:26:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6551, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.1704 2021-06-22 05:48:08,233 - mmaction - INFO - Epoch [71][780/1879] lr: 1.074e-01, eta: 5 days, 8:25:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6340, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.0906 2021-06-22 05:48:52,858 - mmaction - INFO - Epoch [71][800/1879] lr: 1.074e-01, eta: 5 days, 8:25:07, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6402, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1155 2021-06-22 05:49:37,433 - mmaction - INFO - Epoch [71][820/1879] lr: 1.074e-01, eta: 5 days, 8:24:22, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6465, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.0462 2021-06-22 05:50:22,263 - mmaction - INFO - Epoch [71][840/1879] lr: 1.074e-01, eta: 5 days, 8:23:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6684, loss_cls: 2.6543, loss: 2.6543, grad_norm: 2.1390 2021-06-22 05:51:06,932 - mmaction - INFO - Epoch [71][860/1879] lr: 1.074e-01, eta: 5 days, 8:22:51, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6434, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.0826 2021-06-22 05:51:51,602 - mmaction - INFO - Epoch [71][880/1879] lr: 1.074e-01, eta: 5 days, 8:22:06, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6434, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.0887 2021-06-22 05:52:36,371 - mmaction - INFO - Epoch [71][900/1879] lr: 1.074e-01, eta: 5 days, 8:21:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6520, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.0516 2021-06-22 05:53:20,992 - mmaction - INFO - Epoch [71][920/1879] lr: 1.074e-01, eta: 5 days, 8:20:36, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6594, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.0747 2021-06-22 05:54:05,767 - mmaction - INFO - Epoch [71][940/1879] lr: 1.074e-01, eta: 5 days, 8:19:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6484, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.0846 2021-06-22 05:54:50,395 - mmaction - INFO - Epoch [71][960/1879] lr: 1.074e-01, eta: 5 days, 8:19:05, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6652, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.1441 2021-06-22 05:55:35,275 - mmaction - INFO - Epoch [71][980/1879] lr: 1.074e-01, eta: 5 days, 8:18:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6402, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.1187 2021-06-22 05:56:20,106 - mmaction - INFO - Epoch [71][1000/1879] lr: 1.074e-01, eta: 5 days, 8:17:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6762, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.0965 2021-06-22 05:57:04,778 - mmaction - INFO - Epoch [71][1020/1879] lr: 1.074e-01, eta: 5 days, 8:16:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.0933 2021-06-22 05:57:49,707 - mmaction - INFO - Epoch [71][1040/1879] lr: 1.074e-01, eta: 5 days, 8:16:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6625, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.0866 2021-06-22 05:58:34,569 - mmaction - INFO - Epoch [71][1060/1879] lr: 1.074e-01, eta: 5 days, 8:15:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.0902 2021-06-22 05:59:19,372 - mmaction - INFO - Epoch [71][1080/1879] lr: 1.074e-01, eta: 5 days, 8:14:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.0957 2021-06-22 06:00:04,065 - mmaction - INFO - Epoch [71][1100/1879] lr: 1.074e-01, eta: 5 days, 8:13:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6457, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.1332 2021-06-22 06:00:57,619 - mmaction - INFO - Epoch [71][1120/1879] lr: 1.074e-01, eta: 5 days, 8:13:18, time: 2.662, data_time: 0.007, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6457, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.1145 2021-06-22 06:01:42,403 - mmaction - INFO - Epoch [71][1140/1879] lr: 1.074e-01, eta: 5 days, 8:12:33, time: 2.255, data_time: 0.021, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6562, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.1383 2021-06-22 06:02:27,196 - mmaction - INFO - Epoch [71][1160/1879] lr: 1.074e-01, eta: 5 days, 8:11:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.1655 2021-06-22 06:03:12,007 - mmaction - INFO - Epoch [71][1180/1879] lr: 1.074e-01, eta: 5 days, 8:11:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6539, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.0652 2021-06-22 06:03:56,542 - mmaction - INFO - Epoch [71][1200/1879] lr: 1.074e-01, eta: 5 days, 8:10:17, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6527, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.0569 2021-06-22 06:04:41,221 - mmaction - INFO - Epoch [71][1220/1879] lr: 1.074e-01, eta: 5 days, 8:09:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6426, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.1134 2021-06-22 06:05:25,908 - mmaction - INFO - Epoch [71][1240/1879] lr: 1.074e-01, eta: 5 days, 8:08:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.1004 2021-06-22 06:06:10,591 - mmaction - INFO - Epoch [71][1260/1879] lr: 1.074e-01, eta: 5 days, 8:08:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.2799 2021-06-22 06:06:55,309 - mmaction - INFO - Epoch [71][1280/1879] lr: 1.074e-01, eta: 5 days, 8:07:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1493 2021-06-22 06:07:39,929 - mmaction - INFO - Epoch [71][1300/1879] lr: 1.074e-01, eta: 5 days, 8:06:31, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6516, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1144 2021-06-22 06:08:24,772 - mmaction - INFO - Epoch [71][1320/1879] lr: 1.074e-01, eta: 5 days, 8:05:46, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6734, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.1200 2021-06-22 06:09:09,676 - mmaction - INFO - Epoch [71][1340/1879] lr: 1.074e-01, eta: 5 days, 8:05:01, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.0343 2021-06-22 06:09:54,592 - mmaction - INFO - Epoch [71][1360/1879] lr: 1.074e-01, eta: 5 days, 8:04:16, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6168, loss: 2.6168, grad_norm: 2.0882 2021-06-22 06:10:39,377 - mmaction - INFO - Epoch [71][1380/1879] lr: 1.074e-01, eta: 5 days, 8:03:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6281, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.0844 2021-06-22 06:11:24,151 - mmaction - INFO - Epoch [71][1400/1879] lr: 1.074e-01, eta: 5 days, 8:02:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6324, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.0991 2021-06-22 06:12:08,861 - mmaction - INFO - Epoch [71][1420/1879] lr: 1.074e-01, eta: 5 days, 8:02:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6410, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.0906 2021-06-22 06:12:53,456 - mmaction - INFO - Epoch [71][1440/1879] lr: 1.074e-01, eta: 5 days, 8:01:15, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1041 2021-06-22 06:13:38,214 - mmaction - INFO - Epoch [71][1460/1879] lr: 1.074e-01, eta: 5 days, 8:00:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6641, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.0552 2021-06-22 06:14:22,965 - mmaction - INFO - Epoch [71][1480/1879] lr: 1.074e-01, eta: 5 days, 7:59:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6582, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.0699 2021-06-22 06:15:07,678 - mmaction - INFO - Epoch [71][1500/1879] lr: 1.074e-01, eta: 5 days, 7:59:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.1215 2021-06-22 06:15:52,405 - mmaction - INFO - Epoch [71][1520/1879] lr: 1.074e-01, eta: 5 days, 7:58:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.0750 2021-06-22 06:16:37,218 - mmaction - INFO - Epoch [71][1540/1879] lr: 1.074e-01, eta: 5 days, 7:57:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6395, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.0858 2021-06-22 06:17:21,762 - mmaction - INFO - Epoch [71][1560/1879] lr: 1.074e-01, eta: 5 days, 7:56:44, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6504, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.0747 2021-06-22 06:18:06,577 - mmaction - INFO - Epoch [71][1580/1879] lr: 1.074e-01, eta: 5 days, 7:55:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6402, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.1003 2021-06-22 06:18:51,214 - mmaction - INFO - Epoch [71][1600/1879] lr: 1.074e-01, eta: 5 days, 7:55:14, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6461, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.0541 2021-06-22 06:19:36,049 - mmaction - INFO - Epoch [71][1620/1879] lr: 1.074e-01, eta: 5 days, 7:54:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6395, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.0751 2021-06-22 06:20:20,631 - mmaction - INFO - Epoch [71][1640/1879] lr: 1.074e-01, eta: 5 days, 7:53:43, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.1140 2021-06-22 06:21:05,524 - mmaction - INFO - Epoch [71][1660/1879] lr: 1.074e-01, eta: 5 days, 7:52:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6695, loss_cls: 2.5767, loss: 2.5767, grad_norm: 2.0693 2021-06-22 06:21:50,426 - mmaction - INFO - Epoch [71][1680/1879] lr: 1.074e-01, eta: 5 days, 7:52:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.1264 2021-06-22 06:22:35,052 - mmaction - INFO - Epoch [71][1700/1879] lr: 1.074e-01, eta: 5 days, 7:51:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.0718 2021-06-22 06:23:19,936 - mmaction - INFO - Epoch [71][1720/1879] lr: 1.074e-01, eta: 5 days, 7:50:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6465, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.1370 2021-06-22 06:24:04,636 - mmaction - INFO - Epoch [71][1740/1879] lr: 1.074e-01, eta: 5 days, 7:49:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3758, top5_acc: 0.6520, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.1005 2021-06-22 06:24:49,370 - mmaction - INFO - Epoch [71][1760/1879] lr: 1.074e-01, eta: 5 days, 7:49:13, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6359, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.0857 2021-06-22 06:25:34,076 - mmaction - INFO - Epoch [71][1780/1879] lr: 1.074e-01, eta: 5 days, 7:48:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6605, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.1446 2021-06-22 06:26:18,769 - mmaction - INFO - Epoch [71][1800/1879] lr: 1.074e-01, eta: 5 days, 7:47:42, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6387, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.1199 2021-06-22 06:27:03,435 - mmaction - INFO - Epoch [71][1820/1879] lr: 1.074e-01, eta: 5 days, 7:46:57, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6453, loss_cls: 2.7436, loss: 2.7436, grad_norm: 2.0917 2021-06-22 06:27:48,208 - mmaction - INFO - Epoch [71][1840/1879] lr: 1.074e-01, eta: 5 days, 7:46:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.1450 2021-06-22 06:28:33,056 - mmaction - INFO - Epoch [71][1860/1879] lr: 1.074e-01, eta: 5 days, 7:45:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6473, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.0571 2021-06-22 06:29:29,997 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-06-22 06:31:51,642 - mmaction - INFO - Epoch [72][20/1879] lr: 1.060e-01, eta: 5 days, 7:45:21, time: 7.044, data_time: 4.639, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6512, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.0831 2021-06-22 06:32:36,270 - mmaction - INFO - Epoch [72][40/1879] lr: 1.060e-01, eta: 5 days, 7:44:36, time: 2.231, data_time: 0.003, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6562, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.0858 2021-06-22 06:33:20,964 - mmaction - INFO - Epoch [72][60/1879] lr: 1.060e-01, eta: 5 days, 7:43:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6535, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.0882 2021-06-22 06:34:05,805 - mmaction - INFO - Epoch [72][80/1879] lr: 1.060e-01, eta: 5 days, 7:43:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.0438 2021-06-22 06:34:50,693 - mmaction - INFO - Epoch [72][100/1879] lr: 1.060e-01, eta: 5 days, 7:42:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6340, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.0607 2021-06-22 06:35:35,569 - mmaction - INFO - Epoch [72][120/1879] lr: 1.060e-01, eta: 5 days, 7:41:36, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6633, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.1161 2021-06-22 06:36:20,291 - mmaction - INFO - Epoch [72][140/1879] lr: 1.060e-01, eta: 5 days, 7:40:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6535, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.1429 2021-06-22 06:37:05,142 - mmaction - INFO - Epoch [72][160/1879] lr: 1.060e-01, eta: 5 days, 7:40:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6508, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.1203 2021-06-22 06:37:50,010 - mmaction - INFO - Epoch [72][180/1879] lr: 1.060e-01, eta: 5 days, 7:39:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.1129 2021-06-22 06:38:34,879 - mmaction - INFO - Epoch [72][200/1879] lr: 1.060e-01, eta: 5 days, 7:38:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6488, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.0902 2021-06-22 06:39:19,843 - mmaction - INFO - Epoch [72][220/1879] lr: 1.060e-01, eta: 5 days, 7:37:51, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6445, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.1485 2021-06-22 06:40:04,616 - mmaction - INFO - Epoch [72][240/1879] lr: 1.060e-01, eta: 5 days, 7:37:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6465, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.1186 2021-06-22 06:40:49,406 - mmaction - INFO - Epoch [72][260/1879] lr: 1.060e-01, eta: 5 days, 7:36:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6613, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.1545 2021-06-22 06:41:34,106 - mmaction - INFO - Epoch [72][280/1879] lr: 1.060e-01, eta: 5 days, 7:35:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6801, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.1114 2021-06-22 06:42:18,861 - mmaction - INFO - Epoch [72][300/1879] lr: 1.060e-01, eta: 5 days, 7:34:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6469, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1069 2021-06-22 06:43:03,539 - mmaction - INFO - Epoch [72][320/1879] lr: 1.060e-01, eta: 5 days, 7:34:05, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6457, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.1673 2021-06-22 06:43:48,317 - mmaction - INFO - Epoch [72][340/1879] lr: 1.060e-01, eta: 5 days, 7:33:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6449, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.1014 2021-06-22 06:44:33,131 - mmaction - INFO - Epoch [72][360/1879] lr: 1.060e-01, eta: 5 days, 7:32:34, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6684, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.0669 2021-06-22 06:45:17,764 - mmaction - INFO - Epoch [72][380/1879] lr: 1.060e-01, eta: 5 days, 7:31:49, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6559, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.1090 2021-06-22 06:46:02,473 - mmaction - INFO - Epoch [72][400/1879] lr: 1.060e-01, eta: 5 days, 7:31:04, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6641, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.0537 2021-06-22 06:46:47,246 - mmaction - INFO - Epoch [72][420/1879] lr: 1.060e-01, eta: 5 days, 7:30:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6629, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.0796 2021-06-22 06:47:32,085 - mmaction - INFO - Epoch [72][440/1879] lr: 1.060e-01, eta: 5 days, 7:29:34, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6508, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.0643 2021-06-22 06:48:16,960 - mmaction - INFO - Epoch [72][460/1879] lr: 1.060e-01, eta: 5 days, 7:28:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.0921 2021-06-22 06:49:01,764 - mmaction - INFO - Epoch [72][480/1879] lr: 1.060e-01, eta: 5 days, 7:28:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.1348 2021-06-22 06:49:46,488 - mmaction - INFO - Epoch [72][500/1879] lr: 1.060e-01, eta: 5 days, 7:27:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6422, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.0691 2021-06-22 06:50:31,357 - mmaction - INFO - Epoch [72][520/1879] lr: 1.060e-01, eta: 5 days, 7:26:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6676, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.0992 2021-06-22 06:51:16,129 - mmaction - INFO - Epoch [72][540/1879] lr: 1.060e-01, eta: 5 days, 7:25:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6730, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.0973 2021-06-22 06:52:00,868 - mmaction - INFO - Epoch [72][560/1879] lr: 1.060e-01, eta: 5 days, 7:25:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.0780 2021-06-22 06:52:45,539 - mmaction - INFO - Epoch [72][580/1879] lr: 1.060e-01, eta: 5 days, 7:24:18, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6418, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.0851 2021-06-22 06:53:30,259 - mmaction - INFO - Epoch [72][600/1879] lr: 1.060e-01, eta: 5 days, 7:23:33, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.0914 2021-06-22 06:54:14,935 - mmaction - INFO - Epoch [72][620/1879] lr: 1.060e-01, eta: 5 days, 7:22:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6590, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.1906 2021-06-22 06:54:59,651 - mmaction - INFO - Epoch [72][640/1879] lr: 1.060e-01, eta: 5 days, 7:22:02, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6504, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.0672 2021-06-22 06:55:44,475 - mmaction - INFO - Epoch [72][660/1879] lr: 1.060e-01, eta: 5 days, 7:21:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6555, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.1474 2021-06-22 06:56:29,191 - mmaction - INFO - Epoch [72][680/1879] lr: 1.060e-01, eta: 5 days, 7:20:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6422, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.0550 2021-06-22 06:57:14,113 - mmaction - INFO - Epoch [72][700/1879] lr: 1.060e-01, eta: 5 days, 7:19:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6566, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.0960 2021-06-22 06:57:58,789 - mmaction - INFO - Epoch [72][720/1879] lr: 1.060e-01, eta: 5 days, 7:19:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6664, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.1335 2021-06-22 06:58:43,529 - mmaction - INFO - Epoch [72][740/1879] lr: 1.060e-01, eta: 5 days, 7:18:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.0769 2021-06-22 06:59:28,268 - mmaction - INFO - Epoch [72][760/1879] lr: 1.060e-01, eta: 5 days, 7:17:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6641, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.0969 2021-06-22 07:00:12,984 - mmaction - INFO - Epoch [72][780/1879] lr: 1.060e-01, eta: 5 days, 7:16:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6613, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.1480 2021-06-22 07:00:57,714 - mmaction - INFO - Epoch [72][800/1879] lr: 1.060e-01, eta: 5 days, 7:16:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6520, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.1595 2021-06-22 07:01:42,575 - mmaction - INFO - Epoch [72][820/1879] lr: 1.060e-01, eta: 5 days, 7:15:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6504, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.1050 2021-06-22 07:02:27,219 - mmaction - INFO - Epoch [72][840/1879] lr: 1.060e-01, eta: 5 days, 7:14:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.1746 2021-06-22 07:03:11,996 - mmaction - INFO - Epoch [72][860/1879] lr: 1.060e-01, eta: 5 days, 7:13:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6465, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.1416 2021-06-22 07:03:56,642 - mmaction - INFO - Epoch [72][880/1879] lr: 1.060e-01, eta: 5 days, 7:13:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6535, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.1525 2021-06-22 07:04:41,350 - mmaction - INFO - Epoch [72][900/1879] lr: 1.060e-01, eta: 5 days, 7:12:15, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.0701 2021-06-22 07:05:26,207 - mmaction - INFO - Epoch [72][920/1879] lr: 1.060e-01, eta: 5 days, 7:11:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6641, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.1664 2021-06-22 07:06:10,958 - mmaction - INFO - Epoch [72][940/1879] lr: 1.060e-01, eta: 5 days, 7:10:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6648, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.1145 2021-06-22 07:06:55,573 - mmaction - INFO - Epoch [72][960/1879] lr: 1.060e-01, eta: 5 days, 7:09:59, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6453, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.1142 2021-06-22 07:07:40,299 - mmaction - INFO - Epoch [72][980/1879] lr: 1.060e-01, eta: 5 days, 7:09:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6566, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.1008 2021-06-22 07:08:25,130 - mmaction - INFO - Epoch [72][1000/1879] lr: 1.060e-01, eta: 5 days, 7:08:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6527, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.0728 2021-06-22 07:09:09,914 - mmaction - INFO - Epoch [72][1020/1879] lr: 1.060e-01, eta: 5 days, 7:07:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6695, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.1088 2021-06-22 07:09:54,726 - mmaction - INFO - Epoch [72][1040/1879] lr: 1.060e-01, eta: 5 days, 7:06:59, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6465, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1062 2021-06-22 07:10:39,462 - mmaction - INFO - Epoch [72][1060/1879] lr: 1.060e-01, eta: 5 days, 7:06:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.1201 2021-06-22 07:11:24,311 - mmaction - INFO - Epoch [72][1080/1879] lr: 1.060e-01, eta: 5 days, 7:05:29, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.1047 2021-06-22 07:12:09,119 - mmaction - INFO - Epoch [72][1100/1879] lr: 1.060e-01, eta: 5 days, 7:04:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6578, loss_cls: 2.6763, loss: 2.6763, grad_norm: 2.0358 2021-06-22 07:12:53,901 - mmaction - INFO - Epoch [72][1120/1879] lr: 1.060e-01, eta: 5 days, 7:03:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.0818 2021-06-22 07:13:38,771 - mmaction - INFO - Epoch [72][1140/1879] lr: 1.060e-01, eta: 5 days, 7:03:14, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6590, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.0889 2021-06-22 07:14:23,541 - mmaction - INFO - Epoch [72][1160/1879] lr: 1.060e-01, eta: 5 days, 7:02:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6711, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.0644 2021-06-22 07:15:08,402 - mmaction - INFO - Epoch [72][1180/1879] lr: 1.060e-01, eta: 5 days, 7:01:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6707, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.1449 2021-06-22 07:15:53,135 - mmaction - INFO - Epoch [72][1200/1879] lr: 1.060e-01, eta: 5 days, 7:00:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.1550 2021-06-22 07:16:37,936 - mmaction - INFO - Epoch [72][1220/1879] lr: 1.060e-01, eta: 5 days, 7:00:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6375, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1455 2021-06-22 07:17:22,725 - mmaction - INFO - Epoch [72][1240/1879] lr: 1.060e-01, eta: 5 days, 6:59:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6660, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.1725 2021-06-22 07:18:07,513 - mmaction - INFO - Epoch [72][1260/1879] lr: 1.060e-01, eta: 5 days, 6:58:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.0500 2021-06-22 07:18:52,337 - mmaction - INFO - Epoch [72][1280/1879] lr: 1.060e-01, eta: 5 days, 6:57:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6457, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.0638 2021-06-22 07:19:37,114 - mmaction - INFO - Epoch [72][1300/1879] lr: 1.060e-01, eta: 5 days, 6:57:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6398, loss_cls: 2.7528, loss: 2.7528, grad_norm: 2.1346 2021-06-22 07:20:21,894 - mmaction - INFO - Epoch [72][1320/1879] lr: 1.060e-01, eta: 5 days, 6:56:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6406, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.1157 2021-06-22 07:21:06,710 - mmaction - INFO - Epoch [72][1340/1879] lr: 1.060e-01, eta: 5 days, 6:55:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6676, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.0983 2021-06-22 07:21:51,512 - mmaction - INFO - Epoch [72][1360/1879] lr: 1.060e-01, eta: 5 days, 6:54:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6656, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.0819 2021-06-22 07:22:36,442 - mmaction - INFO - Epoch [72][1380/1879] lr: 1.060e-01, eta: 5 days, 6:54:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.1312 2021-06-22 07:23:21,215 - mmaction - INFO - Epoch [72][1400/1879] lr: 1.060e-01, eta: 5 days, 6:53:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6457, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.0861 2021-06-22 07:24:05,891 - mmaction - INFO - Epoch [72][1420/1879] lr: 1.060e-01, eta: 5 days, 6:52:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6457, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.0968 2021-06-22 07:24:50,701 - mmaction - INFO - Epoch [72][1440/1879] lr: 1.060e-01, eta: 5 days, 6:51:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6473, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.0959 2021-06-22 07:25:35,332 - mmaction - INFO - Epoch [72][1460/1879] lr: 1.060e-01, eta: 5 days, 6:51:12, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6527, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.1006 2021-06-22 07:26:20,197 - mmaction - INFO - Epoch [72][1480/1879] lr: 1.060e-01, eta: 5 days, 6:50:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6543, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.1023 2021-06-22 07:27:04,985 - mmaction - INFO - Epoch [72][1500/1879] lr: 1.060e-01, eta: 5 days, 6:49:42, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3668, top5_acc: 0.6297, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.1193 2021-06-22 07:27:49,796 - mmaction - INFO - Epoch [72][1520/1879] lr: 1.060e-01, eta: 5 days, 6:48:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6352, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.0796 2021-06-22 07:28:34,417 - mmaction - INFO - Epoch [72][1540/1879] lr: 1.060e-01, eta: 5 days, 6:48:11, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6512, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.1194 2021-06-22 07:29:19,245 - mmaction - INFO - Epoch [72][1560/1879] lr: 1.060e-01, eta: 5 days, 6:47:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.0753 2021-06-22 07:30:04,086 - mmaction - INFO - Epoch [72][1580/1879] lr: 1.060e-01, eta: 5 days, 6:46:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6684, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.1404 2021-06-22 07:30:48,844 - mmaction - INFO - Epoch [72][1600/1879] lr: 1.060e-01, eta: 5 days, 6:45:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6484, loss_cls: 2.6759, loss: 2.6759, grad_norm: 2.0999 2021-06-22 07:31:33,765 - mmaction - INFO - Epoch [72][1620/1879] lr: 1.060e-01, eta: 5 days, 6:45:11, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.0682 2021-06-22 07:32:18,510 - mmaction - INFO - Epoch [72][1640/1879] lr: 1.060e-01, eta: 5 days, 6:44:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6539, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.0857 2021-06-22 07:33:03,507 - mmaction - INFO - Epoch [72][1660/1879] lr: 1.060e-01, eta: 5 days, 6:43:41, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6398, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.1016 2021-06-22 07:33:48,263 - mmaction - INFO - Epoch [72][1680/1879] lr: 1.060e-01, eta: 5 days, 6:42:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6598, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.1114 2021-06-22 07:34:33,066 - mmaction - INFO - Epoch [72][1700/1879] lr: 1.060e-01, eta: 5 days, 6:42:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6609, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.0945 2021-06-22 07:35:17,846 - mmaction - INFO - Epoch [72][1720/1879] lr: 1.060e-01, eta: 5 days, 6:41:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6352, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1688 2021-06-22 07:36:02,520 - mmaction - INFO - Epoch [72][1740/1879] lr: 1.060e-01, eta: 5 days, 6:40:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6449, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.1374 2021-06-22 07:36:47,326 - mmaction - INFO - Epoch [72][1760/1879] lr: 1.060e-01, eta: 5 days, 6:39:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6477, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.1141 2021-06-22 07:37:32,194 - mmaction - INFO - Epoch [72][1780/1879] lr: 1.060e-01, eta: 5 days, 6:39:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6570, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.0733 2021-06-22 07:38:17,011 - mmaction - INFO - Epoch [72][1800/1879] lr: 1.060e-01, eta: 5 days, 6:38:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.0798 2021-06-22 07:39:01,855 - mmaction - INFO - Epoch [72][1820/1879] lr: 1.060e-01, eta: 5 days, 6:37:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.1179 2021-06-22 07:39:46,656 - mmaction - INFO - Epoch [72][1840/1879] lr: 1.060e-01, eta: 5 days, 6:36:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6633, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.1483 2021-06-22 07:40:31,466 - mmaction - INFO - Epoch [72][1860/1879] lr: 1.060e-01, eta: 5 days, 6:36:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6457, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.1712 2021-06-22 07:41:14,556 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-06-22 07:42:43,233 - mmaction - INFO - Epoch [73][20/1879] lr: 1.047e-01, eta: 5 days, 6:34:44, time: 4.417, data_time: 2.172, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6652, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.0572 2021-06-22 07:43:27,983 - mmaction - INFO - Epoch [73][40/1879] lr: 1.047e-01, eta: 5 days, 6:33:59, time: 2.237, data_time: 0.004, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6543, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.1083 2021-06-22 07:44:13,005 - mmaction - INFO - Epoch [73][60/1879] lr: 1.047e-01, eta: 5 days, 6:33:14, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6543, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.1677 2021-06-22 07:44:57,812 - mmaction - INFO - Epoch [73][80/1879] lr: 1.047e-01, eta: 5 days, 6:32:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.1801 2021-06-22 07:45:42,692 - mmaction - INFO - Epoch [73][100/1879] lr: 1.047e-01, eta: 5 days, 6:31:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6684, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.0916 2021-06-22 07:46:27,599 - mmaction - INFO - Epoch [73][120/1879] lr: 1.047e-01, eta: 5 days, 6:30:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6520, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.0948 2021-06-22 07:47:12,401 - mmaction - INFO - Epoch [73][140/1879] lr: 1.047e-01, eta: 5 days, 6:30:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6504, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.0890 2021-06-22 07:47:57,259 - mmaction - INFO - Epoch [73][160/1879] lr: 1.047e-01, eta: 5 days, 6:29:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6520, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.1361 2021-06-22 07:48:42,077 - mmaction - INFO - Epoch [73][180/1879] lr: 1.047e-01, eta: 5 days, 6:28:44, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6539, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.0761 2021-06-22 07:49:26,977 - mmaction - INFO - Epoch [73][200/1879] lr: 1.047e-01, eta: 5 days, 6:27:59, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6617, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.1269 2021-06-22 07:50:11,660 - mmaction - INFO - Epoch [73][220/1879] lr: 1.047e-01, eta: 5 days, 6:27:14, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6680, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.0778 2021-06-22 07:50:56,414 - mmaction - INFO - Epoch [73][240/1879] lr: 1.047e-01, eta: 5 days, 6:26:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6512, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.0634 2021-06-22 07:51:41,358 - mmaction - INFO - Epoch [73][260/1879] lr: 1.047e-01, eta: 5 days, 6:25:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6664, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.0513 2021-06-22 07:52:26,195 - mmaction - INFO - Epoch [73][280/1879] lr: 1.047e-01, eta: 5 days, 6:24:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6633, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.1406 2021-06-22 07:53:11,046 - mmaction - INFO - Epoch [73][300/1879] lr: 1.047e-01, eta: 5 days, 6:24:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.1697 2021-06-22 07:53:55,872 - mmaction - INFO - Epoch [73][320/1879] lr: 1.047e-01, eta: 5 days, 6:23:28, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6676, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.1473 2021-06-22 07:54:40,660 - mmaction - INFO - Epoch [73][340/1879] lr: 1.047e-01, eta: 5 days, 6:22:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6480, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.1262 2021-06-22 07:55:25,540 - mmaction - INFO - Epoch [73][360/1879] lr: 1.047e-01, eta: 5 days, 6:21:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2536 2021-06-22 07:56:10,444 - mmaction - INFO - Epoch [73][380/1879] lr: 1.047e-01, eta: 5 days, 6:21:13, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6469, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.1815 2021-06-22 07:56:55,358 - mmaction - INFO - Epoch [73][400/1879] lr: 1.047e-01, eta: 5 days, 6:20:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6574, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.1289 2021-06-22 07:57:40,160 - mmaction - INFO - Epoch [73][420/1879] lr: 1.047e-01, eta: 5 days, 6:19:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6527, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.1370 2021-06-22 07:58:25,105 - mmaction - INFO - Epoch [73][440/1879] lr: 1.047e-01, eta: 5 days, 6:18:59, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6625, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.1521 2021-06-22 07:59:09,879 - mmaction - INFO - Epoch [73][460/1879] lr: 1.047e-01, eta: 5 days, 6:18:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6590, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.1546 2021-06-22 07:59:54,649 - mmaction - INFO - Epoch [73][480/1879] lr: 1.047e-01, eta: 5 days, 6:17:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6441, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1524 2021-06-22 08:00:39,569 - mmaction - INFO - Epoch [73][500/1879] lr: 1.047e-01, eta: 5 days, 6:16:43, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.1241 2021-06-22 08:01:24,381 - mmaction - INFO - Epoch [73][520/1879] lr: 1.047e-01, eta: 5 days, 6:15:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6684, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.1447 2021-06-22 08:02:09,209 - mmaction - INFO - Epoch [73][540/1879] lr: 1.047e-01, eta: 5 days, 6:15:13, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6656, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.1430 2021-06-22 08:02:54,056 - mmaction - INFO - Epoch [73][560/1879] lr: 1.047e-01, eta: 5 days, 6:14:28, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6699, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.1495 2021-06-22 08:03:38,857 - mmaction - INFO - Epoch [73][580/1879] lr: 1.047e-01, eta: 5 days, 6:13:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6473, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.1550 2021-06-22 08:04:23,592 - mmaction - INFO - Epoch [73][600/1879] lr: 1.047e-01, eta: 5 days, 6:12:58, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6414, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.1065 2021-06-22 08:05:08,374 - mmaction - INFO - Epoch [73][620/1879] lr: 1.047e-01, eta: 5 days, 6:12:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6750, loss_cls: 2.6044, loss: 2.6044, grad_norm: 2.0887 2021-06-22 08:05:53,159 - mmaction - INFO - Epoch [73][640/1879] lr: 1.047e-01, eta: 5 days, 6:11:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6520, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.1092 2021-06-22 08:06:37,951 - mmaction - INFO - Epoch [73][660/1879] lr: 1.047e-01, eta: 5 days, 6:10:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6516, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.1172 2021-06-22 08:07:22,688 - mmaction - INFO - Epoch [73][680/1879] lr: 1.047e-01, eta: 5 days, 6:09:58, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6551, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.0828 2021-06-22 08:08:07,472 - mmaction - INFO - Epoch [73][700/1879] lr: 1.047e-01, eta: 5 days, 6:09:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.1152 2021-06-22 08:08:52,257 - mmaction - INFO - Epoch [73][720/1879] lr: 1.047e-01, eta: 5 days, 6:08:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6484, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.1572 2021-06-22 08:09:37,214 - mmaction - INFO - Epoch [73][740/1879] lr: 1.047e-01, eta: 5 days, 6:07:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6555, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.1900 2021-06-22 08:10:21,960 - mmaction - INFO - Epoch [73][760/1879] lr: 1.047e-01, eta: 5 days, 6:06:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6625, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.1150 2021-06-22 08:11:06,730 - mmaction - INFO - Epoch [73][780/1879] lr: 1.047e-01, eta: 5 days, 6:06:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6801, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.0996 2021-06-22 08:11:51,477 - mmaction - INFO - Epoch [73][800/1879] lr: 1.047e-01, eta: 5 days, 6:05:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6777, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.0766 2021-06-22 08:12:36,307 - mmaction - INFO - Epoch [73][820/1879] lr: 1.047e-01, eta: 5 days, 6:04:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.1020 2021-06-22 08:13:20,884 - mmaction - INFO - Epoch [73][840/1879] lr: 1.047e-01, eta: 5 days, 6:03:57, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6469, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.1288 2021-06-22 08:14:05,663 - mmaction - INFO - Epoch [73][860/1879] lr: 1.047e-01, eta: 5 days, 6:03:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6406, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.0904 2021-06-22 08:14:50,486 - mmaction - INFO - Epoch [73][880/1879] lr: 1.047e-01, eta: 5 days, 6:02:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6609, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.1169 2021-06-22 08:15:35,348 - mmaction - INFO - Epoch [73][900/1879] lr: 1.047e-01, eta: 5 days, 6:01:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6617, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.1705 2021-06-22 08:16:20,004 - mmaction - INFO - Epoch [73][920/1879] lr: 1.047e-01, eta: 5 days, 6:00:56, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6406, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.1255 2021-06-22 08:17:04,878 - mmaction - INFO - Epoch [73][940/1879] lr: 1.047e-01, eta: 5 days, 6:00:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.1071 2021-06-22 08:17:49,645 - mmaction - INFO - Epoch [73][960/1879] lr: 1.047e-01, eta: 5 days, 5:59:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.0888 2021-06-22 08:18:34,365 - mmaction - INFO - Epoch [73][980/1879] lr: 1.047e-01, eta: 5 days, 5:58:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.0981 2021-06-22 08:19:19,111 - mmaction - INFO - Epoch [73][1000/1879] lr: 1.047e-01, eta: 5 days, 5:57:56, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6484, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1431 2021-06-22 08:20:03,932 - mmaction - INFO - Epoch [73][1020/1879] lr: 1.047e-01, eta: 5 days, 5:57:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6484, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.1222 2021-06-22 08:20:48,819 - mmaction - INFO - Epoch [73][1040/1879] lr: 1.047e-01, eta: 5 days, 5:56:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.0755 2021-06-22 08:21:33,564 - mmaction - INFO - Epoch [73][1060/1879] lr: 1.047e-01, eta: 5 days, 5:55:40, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.1004 2021-06-22 08:22:18,396 - mmaction - INFO - Epoch [73][1080/1879] lr: 1.047e-01, eta: 5 days, 5:54:55, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6648, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.1424 2021-06-22 08:23:03,297 - mmaction - INFO - Epoch [73][1100/1879] lr: 1.047e-01, eta: 5 days, 5:54:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6449, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.1416 2021-06-22 08:23:47,931 - mmaction - INFO - Epoch [73][1120/1879] lr: 1.047e-01, eta: 5 days, 5:53:25, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6605, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.1539 2021-06-22 08:24:32,664 - mmaction - INFO - Epoch [73][1140/1879] lr: 1.047e-01, eta: 5 days, 5:52:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6594, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.0672 2021-06-22 08:25:17,497 - mmaction - INFO - Epoch [73][1160/1879] lr: 1.047e-01, eta: 5 days, 5:51:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6328, loss_cls: 2.7420, loss: 2.7420, grad_norm: 2.0940 2021-06-22 08:26:02,113 - mmaction - INFO - Epoch [73][1180/1879] lr: 1.047e-01, eta: 5 days, 5:51:10, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6535, loss_cls: 2.6559, loss: 2.6559, grad_norm: 2.1409 2021-06-22 08:26:46,889 - mmaction - INFO - Epoch [73][1200/1879] lr: 1.047e-01, eta: 5 days, 5:50:24, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6676, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.0952 2021-06-22 08:27:31,606 - mmaction - INFO - Epoch [73][1220/1879] lr: 1.047e-01, eta: 5 days, 5:49:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6457, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.0950 2021-06-22 08:28:16,300 - mmaction - INFO - Epoch [73][1240/1879] lr: 1.047e-01, eta: 5 days, 5:48:54, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.1184 2021-06-22 08:29:00,945 - mmaction - INFO - Epoch [73][1260/1879] lr: 1.047e-01, eta: 5 days, 5:48:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6504, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.1317 2021-06-22 08:29:45,682 - mmaction - INFO - Epoch [73][1280/1879] lr: 1.047e-01, eta: 5 days, 5:47:24, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3754, top5_acc: 0.6379, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.1119 2021-06-22 08:30:30,423 - mmaction - INFO - Epoch [73][1300/1879] lr: 1.047e-01, eta: 5 days, 5:46:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6734, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.1260 2021-06-22 08:31:15,277 - mmaction - INFO - Epoch [73][1320/1879] lr: 1.047e-01, eta: 5 days, 5:45:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6656, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.1593 2021-06-22 08:31:59,985 - mmaction - INFO - Epoch [73][1340/1879] lr: 1.047e-01, eta: 5 days, 5:45:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6418, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.1150 2021-06-22 08:32:44,802 - mmaction - INFO - Epoch [73][1360/1879] lr: 1.047e-01, eta: 5 days, 5:44:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6652, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.0988 2021-06-22 08:33:29,487 - mmaction - INFO - Epoch [73][1380/1879] lr: 1.047e-01, eta: 5 days, 5:43:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6480, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.1703 2021-06-22 08:34:14,345 - mmaction - INFO - Epoch [73][1400/1879] lr: 1.047e-01, eta: 5 days, 5:42:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6570, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.1016 2021-06-22 08:34:59,151 - mmaction - INFO - Epoch [73][1420/1879] lr: 1.047e-01, eta: 5 days, 5:42:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6438, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.0930 2021-06-22 08:35:43,872 - mmaction - INFO - Epoch [73][1440/1879] lr: 1.047e-01, eta: 5 days, 5:41:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6406, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.1796 2021-06-22 08:36:28,594 - mmaction - INFO - Epoch [73][1460/1879] lr: 1.047e-01, eta: 5 days, 5:40:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6316, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1503 2021-06-22 08:37:13,365 - mmaction - INFO - Epoch [73][1480/1879] lr: 1.047e-01, eta: 5 days, 5:39:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.1006 2021-06-22 08:37:58,068 - mmaction - INFO - Epoch [73][1500/1879] lr: 1.047e-01, eta: 5 days, 5:39:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.1278 2021-06-22 08:38:42,747 - mmaction - INFO - Epoch [73][1520/1879] lr: 1.047e-01, eta: 5 days, 5:38:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6531, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.1289 2021-06-22 08:39:27,532 - mmaction - INFO - Epoch [73][1540/1879] lr: 1.047e-01, eta: 5 days, 5:37:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.1201 2021-06-22 08:40:12,320 - mmaction - INFO - Epoch [73][1560/1879] lr: 1.047e-01, eta: 5 days, 5:36:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6680, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.0604 2021-06-22 08:40:57,080 - mmaction - INFO - Epoch [73][1580/1879] lr: 1.047e-01, eta: 5 days, 5:36:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6395, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.1112 2021-06-22 08:41:41,668 - mmaction - INFO - Epoch [73][1600/1879] lr: 1.047e-01, eta: 5 days, 5:35:21, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.1157 2021-06-22 08:42:26,473 - mmaction - INFO - Epoch [73][1620/1879] lr: 1.047e-01, eta: 5 days, 5:34:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6406, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.1360 2021-06-22 08:43:11,237 - mmaction - INFO - Epoch [73][1640/1879] lr: 1.047e-01, eta: 5 days, 5:33:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.1288 2021-06-22 08:43:55,943 - mmaction - INFO - Epoch [73][1660/1879] lr: 1.047e-01, eta: 5 days, 5:33:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.1587 2021-06-22 08:44:40,690 - mmaction - INFO - Epoch [73][1680/1879] lr: 1.047e-01, eta: 5 days, 5:32:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6406, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.0701 2021-06-22 08:45:25,393 - mmaction - INFO - Epoch [73][1700/1879] lr: 1.047e-01, eta: 5 days, 5:31:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6496, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.0760 2021-06-22 08:46:09,961 - mmaction - INFO - Epoch [73][1720/1879] lr: 1.047e-01, eta: 5 days, 5:30:50, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6535, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.0997 2021-06-22 08:46:54,665 - mmaction - INFO - Epoch [73][1740/1879] lr: 1.047e-01, eta: 5 days, 5:30:05, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6609, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.0948 2021-06-22 08:47:39,380 - mmaction - INFO - Epoch [73][1760/1879] lr: 1.047e-01, eta: 5 days, 5:29:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.1184 2021-06-22 08:48:24,197 - mmaction - INFO - Epoch [73][1780/1879] lr: 1.047e-01, eta: 5 days, 5:28:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6410, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.1089 2021-06-22 08:49:08,972 - mmaction - INFO - Epoch [73][1800/1879] lr: 1.047e-01, eta: 5 days, 5:27:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.0686 2021-06-22 08:49:53,804 - mmaction - INFO - Epoch [73][1820/1879] lr: 1.047e-01, eta: 5 days, 5:27:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6684, loss_cls: 2.6531, loss: 2.6531, grad_norm: 2.0755 2021-06-22 08:50:38,642 - mmaction - INFO - Epoch [73][1840/1879] lr: 1.047e-01, eta: 5 days, 5:26:19, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6652, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.1111 2021-06-22 08:51:23,307 - mmaction - INFO - Epoch [73][1860/1879] lr: 1.047e-01, eta: 5 days, 5:25:34, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6605, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.1023 2021-06-22 08:52:06,197 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-06-22 08:53:36,202 - mmaction - INFO - Epoch [74][20/1879] lr: 1.034e-01, eta: 5 days, 5:24:09, time: 4.461, data_time: 2.088, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6566, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.1038 2021-06-22 08:54:21,178 - mmaction - INFO - Epoch [74][40/1879] lr: 1.034e-01, eta: 5 days, 5:23:24, time: 2.249, data_time: 0.004, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6527, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.1047 2021-06-22 08:55:06,145 - mmaction - INFO - Epoch [74][60/1879] lr: 1.034e-01, eta: 5 days, 5:22:39, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6586, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.1028 2021-06-22 08:55:51,067 - mmaction - INFO - Epoch [74][80/1879] lr: 1.034e-01, eta: 5 days, 5:21:54, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6461, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.1618 2021-06-22 08:56:36,053 - mmaction - INFO - Epoch [74][100/1879] lr: 1.034e-01, eta: 5 days, 5:21:09, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.1285 2021-06-22 08:57:20,973 - mmaction - INFO - Epoch [74][120/1879] lr: 1.034e-01, eta: 5 days, 5:20:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6648, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.1318 2021-06-22 08:58:05,899 - mmaction - INFO - Epoch [74][140/1879] lr: 1.034e-01, eta: 5 days, 5:19:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6680, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.1577 2021-06-22 08:58:50,888 - mmaction - INFO - Epoch [74][160/1879] lr: 1.034e-01, eta: 5 days, 5:18:55, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6645, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.1154 2021-06-22 08:59:35,919 - mmaction - INFO - Epoch [74][180/1879] lr: 1.034e-01, eta: 5 days, 5:18:10, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6730, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.1359 2021-06-22 09:00:20,905 - mmaction - INFO - Epoch [74][200/1879] lr: 1.034e-01, eta: 5 days, 5:17:25, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6496, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.2560 2021-06-22 09:01:05,773 - mmaction - INFO - Epoch [74][220/1879] lr: 1.034e-01, eta: 5 days, 5:16:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.0883 2021-06-22 09:01:50,635 - mmaction - INFO - Epoch [74][240/1879] lr: 1.034e-01, eta: 5 days, 5:15:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6637, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.0793 2021-06-22 09:02:35,569 - mmaction - INFO - Epoch [74][260/1879] lr: 1.034e-01, eta: 5 days, 5:15:10, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.0761 2021-06-22 09:03:20,493 - mmaction - INFO - Epoch [74][280/1879] lr: 1.034e-01, eta: 5 days, 5:14:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6730, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.1103 2021-06-22 09:04:05,353 - mmaction - INFO - Epoch [74][300/1879] lr: 1.034e-01, eta: 5 days, 5:13:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6535, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.1206 2021-06-22 09:04:50,277 - mmaction - INFO - Epoch [74][320/1879] lr: 1.034e-01, eta: 5 days, 5:12:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.1328 2021-06-22 09:05:35,107 - mmaction - INFO - Epoch [74][340/1879] lr: 1.034e-01, eta: 5 days, 5:12:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6664, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.1838 2021-06-22 09:06:20,008 - mmaction - INFO - Epoch [74][360/1879] lr: 1.034e-01, eta: 5 days, 5:11:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.1304 2021-06-22 09:07:04,787 - mmaction - INFO - Epoch [74][380/1879] lr: 1.034e-01, eta: 5 days, 5:10:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6566, loss_cls: 2.6397, loss: 2.6397, grad_norm: 2.1072 2021-06-22 09:07:49,535 - mmaction - INFO - Epoch [74][400/1879] lr: 1.034e-01, eta: 5 days, 5:09:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6414, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.0916 2021-06-22 09:08:34,322 - mmaction - INFO - Epoch [74][420/1879] lr: 1.034e-01, eta: 5 days, 5:09:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6648, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.1875 2021-06-22 09:09:18,911 - mmaction - INFO - Epoch [74][440/1879] lr: 1.034e-01, eta: 5 days, 5:08:25, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.1030 2021-06-22 09:10:03,729 - mmaction - INFO - Epoch [74][460/1879] lr: 1.034e-01, eta: 5 days, 5:07:40, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.1113 2021-06-22 09:10:48,548 - mmaction - INFO - Epoch [74][480/1879] lr: 1.034e-01, eta: 5 days, 5:06:55, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6574, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.1294 2021-06-22 09:11:33,414 - mmaction - INFO - Epoch [74][500/1879] lr: 1.034e-01, eta: 5 days, 5:06:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6574, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.1553 2021-06-22 09:12:18,072 - mmaction - INFO - Epoch [74][520/1879] lr: 1.034e-01, eta: 5 days, 5:05:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6734, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.1319 2021-06-22 09:13:02,825 - mmaction - INFO - Epoch [74][540/1879] lr: 1.034e-01, eta: 5 days, 5:04:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6703, loss_cls: 2.6349, loss: 2.6349, grad_norm: 2.1053 2021-06-22 09:13:47,754 - mmaction - INFO - Epoch [74][560/1879] lr: 1.034e-01, eta: 5 days, 5:03:55, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6684, loss_cls: 2.6197, loss: 2.6197, grad_norm: 2.1517 2021-06-22 09:14:32,450 - mmaction - INFO - Epoch [74][580/1879] lr: 1.034e-01, eta: 5 days, 5:03:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6543, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.1920 2021-06-22 09:15:17,253 - mmaction - INFO - Epoch [74][600/1879] lr: 1.034e-01, eta: 5 days, 5:02:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6480, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.0909 2021-06-22 09:16:01,992 - mmaction - INFO - Epoch [74][620/1879] lr: 1.034e-01, eta: 5 days, 5:01:39, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6828, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.1178 2021-06-22 09:16:46,902 - mmaction - INFO - Epoch [74][640/1879] lr: 1.034e-01, eta: 5 days, 5:00:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6637, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.1457 2021-06-22 09:17:31,712 - mmaction - INFO - Epoch [74][660/1879] lr: 1.034e-01, eta: 5 days, 5:00:09, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6559, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.1562 2021-06-22 09:18:16,461 - mmaction - INFO - Epoch [74][680/1879] lr: 1.034e-01, eta: 5 days, 4:59:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6516, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.0833 2021-06-22 09:19:01,192 - mmaction - INFO - Epoch [74][700/1879] lr: 1.034e-01, eta: 5 days, 4:58:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6691, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.1844 2021-06-22 09:19:45,960 - mmaction - INFO - Epoch [74][720/1879] lr: 1.034e-01, eta: 5 days, 4:57:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6641, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.0714 2021-06-22 09:20:30,905 - mmaction - INFO - Epoch [74][740/1879] lr: 1.034e-01, eta: 5 days, 4:57:09, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.1620 2021-06-22 09:21:15,610 - mmaction - INFO - Epoch [74][760/1879] lr: 1.034e-01, eta: 5 days, 4:56:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6566, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.1326 2021-06-22 09:22:00,267 - mmaction - INFO - Epoch [74][780/1879] lr: 1.034e-01, eta: 5 days, 4:55:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6645, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.1215 2021-06-22 09:22:44,971 - mmaction - INFO - Epoch [74][800/1879] lr: 1.034e-01, eta: 5 days, 4:54:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6523, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.1555 2021-06-22 09:23:29,903 - mmaction - INFO - Epoch [74][820/1879] lr: 1.034e-01, eta: 5 days, 4:54:08, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6687, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.1764 2021-06-22 09:24:14,731 - mmaction - INFO - Epoch [74][840/1879] lr: 1.034e-01, eta: 5 days, 4:53:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6605, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.1107 2021-06-22 09:24:59,530 - mmaction - INFO - Epoch [74][860/1879] lr: 1.034e-01, eta: 5 days, 4:52:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6676, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.1556 2021-06-22 09:25:44,223 - mmaction - INFO - Epoch [74][880/1879] lr: 1.034e-01, eta: 5 days, 4:51:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6441, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.5312 2021-06-22 09:26:28,868 - mmaction - INFO - Epoch [74][900/1879] lr: 1.034e-01, eta: 5 days, 4:51:07, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6379, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.1299 2021-06-22 09:27:13,730 - mmaction - INFO - Epoch [74][920/1879] lr: 1.034e-01, eta: 5 days, 4:50:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.1711 2021-06-22 09:27:58,450 - mmaction - INFO - Epoch [74][940/1879] lr: 1.034e-01, eta: 5 days, 4:49:37, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6555, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.1528 2021-06-22 09:28:43,276 - mmaction - INFO - Epoch [74][960/1879] lr: 1.034e-01, eta: 5 days, 4:48:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.0638 2021-06-22 09:29:28,041 - mmaction - INFO - Epoch [74][980/1879] lr: 1.034e-01, eta: 5 days, 4:48:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6621, loss_cls: 2.6685, loss: 2.6685, grad_norm: 2.0882 2021-06-22 09:30:12,878 - mmaction - INFO - Epoch [74][1000/1879] lr: 1.034e-01, eta: 5 days, 4:47:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6516, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.1057 2021-06-22 09:30:57,788 - mmaction - INFO - Epoch [74][1020/1879] lr: 1.034e-01, eta: 5 days, 4:46:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.1501 2021-06-22 09:31:42,620 - mmaction - INFO - Epoch [74][1040/1879] lr: 1.034e-01, eta: 5 days, 4:45:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6402, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.1655 2021-06-22 09:32:27,451 - mmaction - INFO - Epoch [74][1060/1879] lr: 1.034e-01, eta: 5 days, 4:45:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6496, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.1281 2021-06-22 09:33:12,129 - mmaction - INFO - Epoch [74][1080/1879] lr: 1.034e-01, eta: 5 days, 4:44:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3883, top5_acc: 0.6520, loss_cls: 2.7050, loss: 2.7050, grad_norm: 2.1201 2021-06-22 09:33:56,765 - mmaction - INFO - Epoch [74][1100/1879] lr: 1.034e-01, eta: 5 days, 4:43:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6508, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.0981 2021-06-22 09:34:41,438 - mmaction - INFO - Epoch [74][1120/1879] lr: 1.034e-01, eta: 5 days, 4:42:51, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6379, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.0573 2021-06-22 09:35:26,251 - mmaction - INFO - Epoch [74][1140/1879] lr: 1.034e-01, eta: 5 days, 4:42:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6562, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.0909 2021-06-22 09:36:11,050 - mmaction - INFO - Epoch [74][1160/1879] lr: 1.034e-01, eta: 5 days, 4:41:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6414, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.0911 2021-06-22 09:36:55,766 - mmaction - INFO - Epoch [74][1180/1879] lr: 1.034e-01, eta: 5 days, 4:40:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6430, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.0889 2021-06-22 09:37:40,469 - mmaction - INFO - Epoch [74][1200/1879] lr: 1.034e-01, eta: 5 days, 4:39:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6523, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.1849 2021-06-22 09:38:25,186 - mmaction - INFO - Epoch [74][1220/1879] lr: 1.034e-01, eta: 5 days, 4:39:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6605, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.2136 2021-06-22 09:39:10,046 - mmaction - INFO - Epoch [74][1240/1879] lr: 1.034e-01, eta: 5 days, 4:38:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3742, top5_acc: 0.6453, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1419 2021-06-22 09:39:54,831 - mmaction - INFO - Epoch [74][1260/1879] lr: 1.034e-01, eta: 5 days, 4:37:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.1671 2021-06-22 09:40:39,617 - mmaction - INFO - Epoch [74][1280/1879] lr: 1.034e-01, eta: 5 days, 4:36:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.1267 2021-06-22 09:41:24,465 - mmaction - INFO - Epoch [74][1300/1879] lr: 1.034e-01, eta: 5 days, 4:36:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6336, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.1339 2021-06-22 09:42:09,202 - mmaction - INFO - Epoch [74][1320/1879] lr: 1.034e-01, eta: 5 days, 4:35:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6504, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.1115 2021-06-22 09:42:53,979 - mmaction - INFO - Epoch [74][1340/1879] lr: 1.034e-01, eta: 5 days, 4:34:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6504, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.1003 2021-06-22 09:43:38,656 - mmaction - INFO - Epoch [74][1360/1879] lr: 1.034e-01, eta: 5 days, 4:33:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6422, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.1598 2021-06-22 09:44:23,346 - mmaction - INFO - Epoch [74][1380/1879] lr: 1.034e-01, eta: 5 days, 4:33:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.1094 2021-06-22 09:45:08,142 - mmaction - INFO - Epoch [74][1400/1879] lr: 1.034e-01, eta: 5 days, 4:32:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.1370 2021-06-22 09:45:52,932 - mmaction - INFO - Epoch [74][1420/1879] lr: 1.034e-01, eta: 5 days, 4:31:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.1862 2021-06-22 09:46:37,694 - mmaction - INFO - Epoch [74][1440/1879] lr: 1.034e-01, eta: 5 days, 4:30:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3809, top5_acc: 0.6461, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.1027 2021-06-22 09:47:22,440 - mmaction - INFO - Epoch [74][1460/1879] lr: 1.034e-01, eta: 5 days, 4:30:04, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6695, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.0896 2021-06-22 09:48:07,231 - mmaction - INFO - Epoch [74][1480/1879] lr: 1.034e-01, eta: 5 days, 4:29:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6477, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.1582 2021-06-22 09:48:51,958 - mmaction - INFO - Epoch [74][1500/1879] lr: 1.034e-01, eta: 5 days, 4:28:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6508, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.2137 2021-06-22 09:49:36,748 - mmaction - INFO - Epoch [74][1520/1879] lr: 1.034e-01, eta: 5 days, 4:27:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.2146 2021-06-22 09:50:21,599 - mmaction - INFO - Epoch [74][1540/1879] lr: 1.034e-01, eta: 5 days, 4:27:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6473, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.0573 2021-06-22 09:51:06,421 - mmaction - INFO - Epoch [74][1560/1879] lr: 1.034e-01, eta: 5 days, 4:26:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6594, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.0934 2021-06-22 09:51:51,181 - mmaction - INFO - Epoch [74][1580/1879] lr: 1.034e-01, eta: 5 days, 4:25:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3797, top5_acc: 0.6422, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2153 2021-06-22 09:52:35,944 - mmaction - INFO - Epoch [74][1600/1879] lr: 1.034e-01, eta: 5 days, 4:24:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.0639 2021-06-22 09:53:20,904 - mmaction - INFO - Epoch [74][1620/1879] lr: 1.034e-01, eta: 5 days, 4:24:04, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6590, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.0968 2021-06-22 09:54:05,546 - mmaction - INFO - Epoch [74][1640/1879] lr: 1.034e-01, eta: 5 days, 4:23:18, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6484, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1425 2021-06-22 09:54:50,250 - mmaction - INFO - Epoch [74][1660/1879] lr: 1.034e-01, eta: 5 days, 4:22:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6547, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.1178 2021-06-22 09:55:35,016 - mmaction - INFO - Epoch [74][1680/1879] lr: 1.034e-01, eta: 5 days, 4:21:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6559, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.1894 2021-06-22 09:56:19,832 - mmaction - INFO - Epoch [74][1700/1879] lr: 1.034e-01, eta: 5 days, 4:21:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.1795 2021-06-22 09:57:04,602 - mmaction - INFO - Epoch [74][1720/1879] lr: 1.034e-01, eta: 5 days, 4:20:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6355, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.1239 2021-06-22 09:57:49,412 - mmaction - INFO - Epoch [74][1740/1879] lr: 1.034e-01, eta: 5 days, 4:19:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6578, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.0579 2021-06-22 09:58:34,141 - mmaction - INFO - Epoch [74][1760/1879] lr: 1.034e-01, eta: 5 days, 4:18:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6465, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.1152 2021-06-22 09:59:19,050 - mmaction - INFO - Epoch [74][1780/1879] lr: 1.034e-01, eta: 5 days, 4:18:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6465, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.1264 2021-06-22 10:00:03,831 - mmaction - INFO - Epoch [74][1800/1879] lr: 1.034e-01, eta: 5 days, 4:17:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6492, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.1323 2021-06-22 10:00:48,776 - mmaction - INFO - Epoch [74][1820/1879] lr: 1.034e-01, eta: 5 days, 4:16:33, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6402, loss_cls: 2.7222, loss: 2.7222, grad_norm: 2.1691 2021-06-22 10:01:33,681 - mmaction - INFO - Epoch [74][1840/1879] lr: 1.034e-01, eta: 5 days, 4:15:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6531, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.1606 2021-06-22 10:02:18,516 - mmaction - INFO - Epoch [74][1860/1879] lr: 1.034e-01, eta: 5 days, 4:15:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6488, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.0992 2021-06-22 10:03:01,578 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-06-22 10:04:31,472 - mmaction - INFO - Epoch [75][20/1879] lr: 1.021e-01, eta: 5 days, 4:13:38, time: 4.468, data_time: 2.065, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.1489 2021-06-22 10:05:16,295 - mmaction - INFO - Epoch [75][40/1879] lr: 1.021e-01, eta: 5 days, 4:12:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6687, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.1315 2021-06-22 10:06:01,196 - mmaction - INFO - Epoch [75][60/1879] lr: 1.021e-01, eta: 5 days, 4:12:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.1625 2021-06-22 10:06:46,027 - mmaction - INFO - Epoch [75][80/1879] lr: 1.021e-01, eta: 5 days, 4:11:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3777, top5_acc: 0.6352, loss_cls: 2.7437, loss: 2.7437, grad_norm: 2.2049 2021-06-22 10:07:30,916 - mmaction - INFO - Epoch [75][100/1879] lr: 1.021e-01, eta: 5 days, 4:10:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6789, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.1460 2021-06-22 10:08:15,855 - mmaction - INFO - Epoch [75][120/1879] lr: 1.021e-01, eta: 5 days, 4:09:53, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6727, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.1345 2021-06-22 10:09:00,856 - mmaction - INFO - Epoch [75][140/1879] lr: 1.021e-01, eta: 5 days, 4:09:08, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6551, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.1382 2021-06-22 10:09:45,824 - mmaction - INFO - Epoch [75][160/1879] lr: 1.021e-01, eta: 5 days, 4:08:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.1058 2021-06-22 10:10:30,733 - mmaction - INFO - Epoch [75][180/1879] lr: 1.021e-01, eta: 5 days, 4:07:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.1165 2021-06-22 10:11:15,599 - mmaction - INFO - Epoch [75][200/1879] lr: 1.021e-01, eta: 5 days, 4:06:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6547, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.0582 2021-06-22 10:12:00,511 - mmaction - INFO - Epoch [75][220/1879] lr: 1.021e-01, eta: 5 days, 4:06:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6617, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.0745 2021-06-22 10:12:45,354 - mmaction - INFO - Epoch [75][240/1879] lr: 1.021e-01, eta: 5 days, 4:05:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6543, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.0930 2021-06-22 10:13:30,311 - mmaction - INFO - Epoch [75][260/1879] lr: 1.021e-01, eta: 5 days, 4:04:39, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6816, loss_cls: 2.5466, loss: 2.5466, grad_norm: 2.1031 2021-06-22 10:14:15,175 - mmaction - INFO - Epoch [75][280/1879] lr: 1.021e-01, eta: 5 days, 4:03:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6656, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.1614 2021-06-22 10:15:00,070 - mmaction - INFO - Epoch [75][300/1879] lr: 1.021e-01, eta: 5 days, 4:03:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6695, loss_cls: 2.6236, loss: 2.6236, grad_norm: 2.1690 2021-06-22 10:15:44,818 - mmaction - INFO - Epoch [75][320/1879] lr: 1.021e-01, eta: 5 days, 4:02:24, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6656, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.1510 2021-06-22 10:16:29,581 - mmaction - INFO - Epoch [75][340/1879] lr: 1.021e-01, eta: 5 days, 4:01:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6613, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.0856 2021-06-22 10:17:14,532 - mmaction - INFO - Epoch [75][360/1879] lr: 1.021e-01, eta: 5 days, 4:00:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6598, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.1358 2021-06-22 10:17:59,381 - mmaction - INFO - Epoch [75][380/1879] lr: 1.021e-01, eta: 5 days, 4:00:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6453, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.2024 2021-06-22 10:18:44,201 - mmaction - INFO - Epoch [75][400/1879] lr: 1.021e-01, eta: 5 days, 3:59:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6555, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.1701 2021-06-22 10:19:28,966 - mmaction - INFO - Epoch [75][420/1879] lr: 1.021e-01, eta: 5 days, 3:58:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6715, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.1334 2021-06-22 10:20:13,779 - mmaction - INFO - Epoch [75][440/1879] lr: 1.021e-01, eta: 5 days, 3:57:54, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.1212 2021-06-22 10:20:58,528 - mmaction - INFO - Epoch [75][460/1879] lr: 1.021e-01, eta: 5 days, 3:57:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.1770 2021-06-22 10:21:43,247 - mmaction - INFO - Epoch [75][480/1879] lr: 1.021e-01, eta: 5 days, 3:56:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6648, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.1579 2021-06-22 10:22:27,921 - mmaction - INFO - Epoch [75][500/1879] lr: 1.021e-01, eta: 5 days, 3:55:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6664, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.1574 2021-06-22 10:23:12,795 - mmaction - INFO - Epoch [75][520/1879] lr: 1.021e-01, eta: 5 days, 3:54:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.1662 2021-06-22 10:23:57,635 - mmaction - INFO - Epoch [75][540/1879] lr: 1.021e-01, eta: 5 days, 3:54:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6535, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.1718 2021-06-22 10:24:42,448 - mmaction - INFO - Epoch [75][560/1879] lr: 1.021e-01, eta: 5 days, 3:53:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6902, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.1481 2021-06-22 10:25:27,151 - mmaction - INFO - Epoch [75][580/1879] lr: 1.021e-01, eta: 5 days, 3:52:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6621, loss_cls: 2.6380, loss: 2.6380, grad_norm: 2.1380 2021-06-22 10:26:12,202 - mmaction - INFO - Epoch [75][600/1879] lr: 1.021e-01, eta: 5 days, 3:51:53, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6465, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.1220 2021-06-22 10:26:56,988 - mmaction - INFO - Epoch [75][620/1879] lr: 1.021e-01, eta: 5 days, 3:51:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3770, top5_acc: 0.6375, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.1647 2021-06-22 10:27:41,823 - mmaction - INFO - Epoch [75][640/1879] lr: 1.021e-01, eta: 5 days, 3:50:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6500, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.1390 2021-06-22 10:28:26,656 - mmaction - INFO - Epoch [75][660/1879] lr: 1.021e-01, eta: 5 days, 3:49:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6594, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.1165 2021-06-22 10:29:11,445 - mmaction - INFO - Epoch [75][680/1879] lr: 1.021e-01, eta: 5 days, 3:48:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6441, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.0848 2021-06-22 10:29:56,329 - mmaction - INFO - Epoch [75][700/1879] lr: 1.021e-01, eta: 5 days, 3:48:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6617, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.1186 2021-06-22 10:30:41,093 - mmaction - INFO - Epoch [75][720/1879] lr: 1.021e-01, eta: 5 days, 3:47:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6668, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.1113 2021-06-22 10:31:25,979 - mmaction - INFO - Epoch [75][740/1879] lr: 1.021e-01, eta: 5 days, 3:46:38, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6676, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.1365 2021-06-22 10:32:10,801 - mmaction - INFO - Epoch [75][760/1879] lr: 1.021e-01, eta: 5 days, 3:45:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6594, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.1584 2021-06-22 10:32:55,586 - mmaction - INFO - Epoch [75][780/1879] lr: 1.021e-01, eta: 5 days, 3:45:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.0883 2021-06-22 10:33:40,409 - mmaction - INFO - Epoch [75][800/1879] lr: 1.021e-01, eta: 5 days, 3:44:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6566, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.1996 2021-06-22 10:34:25,282 - mmaction - INFO - Epoch [75][820/1879] lr: 1.021e-01, eta: 5 days, 3:43:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.1745 2021-06-22 10:35:10,194 - mmaction - INFO - Epoch [75][840/1879] lr: 1.021e-01, eta: 5 days, 3:42:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.1120 2021-06-22 10:35:54,981 - mmaction - INFO - Epoch [75][860/1879] lr: 1.021e-01, eta: 5 days, 3:42:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6512, loss_cls: 2.6469, loss: 2.6469, grad_norm: 2.1294 2021-06-22 10:36:39,845 - mmaction - INFO - Epoch [75][880/1879] lr: 1.021e-01, eta: 5 days, 3:41:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.1275 2021-06-22 10:37:24,575 - mmaction - INFO - Epoch [75][900/1879] lr: 1.021e-01, eta: 5 days, 3:40:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6695, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.1532 2021-06-22 10:38:09,312 - mmaction - INFO - Epoch [75][920/1879] lr: 1.021e-01, eta: 5 days, 3:39:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.1269 2021-06-22 10:38:54,140 - mmaction - INFO - Epoch [75][940/1879] lr: 1.021e-01, eta: 5 days, 3:39:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6441, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.1292 2021-06-22 10:39:38,866 - mmaction - INFO - Epoch [75][960/1879] lr: 1.021e-01, eta: 5 days, 3:38:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6574, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.1426 2021-06-22 10:40:23,663 - mmaction - INFO - Epoch [75][980/1879] lr: 1.021e-01, eta: 5 days, 3:37:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6324, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.1367 2021-06-22 10:41:08,492 - mmaction - INFO - Epoch [75][1000/1879] lr: 1.021e-01, eta: 5 days, 3:36:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.1699 2021-06-22 10:41:53,342 - mmaction - INFO - Epoch [75][1020/1879] lr: 1.021e-01, eta: 5 days, 3:36:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6707, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.0779 2021-06-22 10:42:38,184 - mmaction - INFO - Epoch [75][1040/1879] lr: 1.021e-01, eta: 5 days, 3:35:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.1616 2021-06-22 10:43:22,858 - mmaction - INFO - Epoch [75][1060/1879] lr: 1.021e-01, eta: 5 days, 3:34:37, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.1077 2021-06-22 10:44:07,497 - mmaction - INFO - Epoch [75][1080/1879] lr: 1.021e-01, eta: 5 days, 3:33:51, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6512, loss_cls: 2.7079, loss: 2.7079, grad_norm: 2.1188 2021-06-22 10:44:52,342 - mmaction - INFO - Epoch [75][1100/1879] lr: 1.021e-01, eta: 5 days, 3:33:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.1414 2021-06-22 10:45:37,075 - mmaction - INFO - Epoch [75][1120/1879] lr: 1.021e-01, eta: 5 days, 3:32:21, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6434, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.1640 2021-06-22 10:46:22,095 - mmaction - INFO - Epoch [75][1140/1879] lr: 1.021e-01, eta: 5 days, 3:31:37, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6465, loss_cls: 2.7086, loss: 2.7086, grad_norm: 2.0884 2021-06-22 10:47:06,855 - mmaction - INFO - Epoch [75][1160/1879] lr: 1.021e-01, eta: 5 days, 3:30:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6508, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.0989 2021-06-22 10:47:51,662 - mmaction - INFO - Epoch [75][1180/1879] lr: 1.021e-01, eta: 5 days, 3:30:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3801, top5_acc: 0.6551, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.1267 2021-06-22 10:48:36,489 - mmaction - INFO - Epoch [75][1200/1879] lr: 1.021e-01, eta: 5 days, 3:29:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6547, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.1493 2021-06-22 10:49:21,130 - mmaction - INFO - Epoch [75][1220/1879] lr: 1.021e-01, eta: 5 days, 3:28:36, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.1677 2021-06-22 10:50:05,912 - mmaction - INFO - Epoch [75][1240/1879] lr: 1.021e-01, eta: 5 days, 3:27:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.1149 2021-06-22 10:50:50,653 - mmaction - INFO - Epoch [75][1260/1879] lr: 1.021e-01, eta: 5 days, 3:27:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6508, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.1215 2021-06-22 10:51:35,507 - mmaction - INFO - Epoch [75][1280/1879] lr: 1.021e-01, eta: 5 days, 3:26:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6648, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.1036 2021-06-22 10:52:20,327 - mmaction - INFO - Epoch [75][1300/1879] lr: 1.021e-01, eta: 5 days, 3:25:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6570, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.1190 2021-06-22 10:53:05,191 - mmaction - INFO - Epoch [75][1320/1879] lr: 1.021e-01, eta: 5 days, 3:24:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6668, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.1211 2021-06-22 10:53:49,904 - mmaction - INFO - Epoch [75][1340/1879] lr: 1.021e-01, eta: 5 days, 3:24:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6324, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.1796 2021-06-22 10:54:34,672 - mmaction - INFO - Epoch [75][1360/1879] lr: 1.021e-01, eta: 5 days, 3:23:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6602, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.1104 2021-06-22 10:55:19,554 - mmaction - INFO - Epoch [75][1380/1879] lr: 1.021e-01, eta: 5 days, 3:22:36, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6707, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.1403 2021-06-22 10:56:04,452 - mmaction - INFO - Epoch [75][1400/1879] lr: 1.021e-01, eta: 5 days, 3:21:51, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6547, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.1516 2021-06-22 10:56:49,281 - mmaction - INFO - Epoch [75][1420/1879] lr: 1.021e-01, eta: 5 days, 3:21:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6297, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.1677 2021-06-22 10:57:34,068 - mmaction - INFO - Epoch [75][1440/1879] lr: 1.021e-01, eta: 5 days, 3:20:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.1001 2021-06-22 10:58:18,955 - mmaction - INFO - Epoch [75][1460/1879] lr: 1.021e-01, eta: 5 days, 3:19:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6344, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.1489 2021-06-22 10:59:03,674 - mmaction - INFO - Epoch [75][1480/1879] lr: 1.021e-01, eta: 5 days, 3:18:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6527, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.1235 2021-06-22 10:59:48,503 - mmaction - INFO - Epoch [75][1500/1879] lr: 1.021e-01, eta: 5 days, 3:18:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6699, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.0943 2021-06-22 11:00:33,268 - mmaction - INFO - Epoch [75][1520/1879] lr: 1.021e-01, eta: 5 days, 3:17:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6527, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.1471 2021-06-22 11:01:18,016 - mmaction - INFO - Epoch [75][1540/1879] lr: 1.021e-01, eta: 5 days, 3:16:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.1478 2021-06-22 11:02:02,802 - mmaction - INFO - Epoch [75][1560/1879] lr: 1.021e-01, eta: 5 days, 3:15:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6480, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.1466 2021-06-22 11:02:47,569 - mmaction - INFO - Epoch [75][1580/1879] lr: 1.021e-01, eta: 5 days, 3:15:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6457, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.1380 2021-06-22 11:03:32,403 - mmaction - INFO - Epoch [75][1600/1879] lr: 1.021e-01, eta: 5 days, 3:14:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6516, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.1525 2021-06-22 11:04:17,210 - mmaction - INFO - Epoch [75][1620/1879] lr: 1.021e-01, eta: 5 days, 3:13:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.1342 2021-06-22 11:05:01,944 - mmaction - INFO - Epoch [75][1640/1879] lr: 1.021e-01, eta: 5 days, 3:12:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.1202 2021-06-22 11:05:46,771 - mmaction - INFO - Epoch [75][1660/1879] lr: 1.021e-01, eta: 5 days, 3:12:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6672, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.1509 2021-06-22 11:06:31,585 - mmaction - INFO - Epoch [75][1680/1879] lr: 1.021e-01, eta: 5 days, 3:11:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.0805 2021-06-22 11:07:16,382 - mmaction - INFO - Epoch [75][1700/1879] lr: 1.021e-01, eta: 5 days, 3:10:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6633, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.0720 2021-06-22 11:08:01,136 - mmaction - INFO - Epoch [75][1720/1879] lr: 1.021e-01, eta: 5 days, 3:09:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6523, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.1232 2021-06-22 11:08:45,928 - mmaction - INFO - Epoch [75][1740/1879] lr: 1.021e-01, eta: 5 days, 3:09:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6418, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.0992 2021-06-22 11:09:30,620 - mmaction - INFO - Epoch [75][1760/1879] lr: 1.021e-01, eta: 5 days, 3:08:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6586, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.1229 2021-06-22 11:10:15,260 - mmaction - INFO - Epoch [75][1780/1879] lr: 1.021e-01, eta: 5 days, 3:07:34, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.8859 2021-06-22 11:11:00,054 - mmaction - INFO - Epoch [75][1800/1879] lr: 1.021e-01, eta: 5 days, 3:06:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3680, top5_acc: 0.6176, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.2553 2021-06-22 11:11:44,963 - mmaction - INFO - Epoch [75][1820/1879] lr: 1.021e-01, eta: 5 days, 3:06:04, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6348, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.2388 2021-06-22 11:12:29,667 - mmaction - INFO - Epoch [75][1840/1879] lr: 1.021e-01, eta: 5 days, 3:05:19, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3711, top5_acc: 0.6230, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.1843 2021-06-22 11:13:14,516 - mmaction - INFO - Epoch [75][1860/1879] lr: 1.021e-01, eta: 5 days, 3:04:34, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1151 2021-06-22 11:13:57,708 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-06-22 11:15:26,910 - mmaction - INFO - Epoch [76][20/1879] lr: 1.007e-01, eta: 5 days, 3:03:08, time: 4.442, data_time: 2.170, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.1618 2021-06-22 11:16:11,732 - mmaction - INFO - Epoch [76][40/1879] lr: 1.007e-01, eta: 5 days, 3:02:23, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.1411 2021-06-22 11:16:56,777 - mmaction - INFO - Epoch [76][60/1879] lr: 1.007e-01, eta: 5 days, 3:01:38, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6637, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.2102 2021-06-22 11:17:41,751 - mmaction - INFO - Epoch [76][80/1879] lr: 1.007e-01, eta: 5 days, 3:00:53, time: 2.249, data_time: 0.002, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.1560 2021-06-22 11:18:26,604 - mmaction - INFO - Epoch [76][100/1879] lr: 1.007e-01, eta: 5 days, 3:00:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.1721 2021-06-22 11:19:11,613 - mmaction - INFO - Epoch [76][120/1879] lr: 1.007e-01, eta: 5 days, 2:59:23, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6641, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.2174 2021-06-22 11:19:56,427 - mmaction - INFO - Epoch [76][140/1879] lr: 1.007e-01, eta: 5 days, 2:58:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6453, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.1011 2021-06-22 11:20:41,447 - mmaction - INFO - Epoch [76][160/1879] lr: 1.007e-01, eta: 5 days, 2:57:54, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6621, loss_cls: 2.6531, loss: 2.6531, grad_norm: 2.1577 2021-06-22 11:21:26,359 - mmaction - INFO - Epoch [76][180/1879] lr: 1.007e-01, eta: 5 days, 2:57:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.1615 2021-06-22 11:22:11,260 - mmaction - INFO - Epoch [76][200/1879] lr: 1.007e-01, eta: 5 days, 2:56:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6551, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.1490 2021-06-22 11:22:56,170 - mmaction - INFO - Epoch [76][220/1879] lr: 1.007e-01, eta: 5 days, 2:55:39, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.1043 2021-06-22 11:23:41,140 - mmaction - INFO - Epoch [76][240/1879] lr: 1.007e-01, eta: 5 days, 2:54:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6684, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.1502 2021-06-22 11:24:26,023 - mmaction - INFO - Epoch [76][260/1879] lr: 1.007e-01, eta: 5 days, 2:54:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6730, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.1584 2021-06-22 11:25:10,860 - mmaction - INFO - Epoch [76][280/1879] lr: 1.007e-01, eta: 5 days, 2:53:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6504, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.1698 2021-06-22 11:25:55,747 - mmaction - INFO - Epoch [76][300/1879] lr: 1.007e-01, eta: 5 days, 2:52:39, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6458, loss: 2.6458, grad_norm: 2.1627 2021-06-22 11:26:40,574 - mmaction - INFO - Epoch [76][320/1879] lr: 1.007e-01, eta: 5 days, 2:51:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6574, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.2182 2021-06-22 11:27:25,424 - mmaction - INFO - Epoch [76][340/1879] lr: 1.007e-01, eta: 5 days, 2:51:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6531, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.1618 2021-06-22 11:28:10,423 - mmaction - INFO - Epoch [76][360/1879] lr: 1.007e-01, eta: 5 days, 2:50:24, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6449, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.1765 2021-06-22 11:28:55,163 - mmaction - INFO - Epoch [76][380/1879] lr: 1.007e-01, eta: 5 days, 2:49:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6605, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.1972 2021-06-22 11:29:40,066 - mmaction - INFO - Epoch [76][400/1879] lr: 1.007e-01, eta: 5 days, 2:48:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6633, loss_cls: 2.6050, loss: 2.6050, grad_norm: 2.2006 2021-06-22 11:30:24,967 - mmaction - INFO - Epoch [76][420/1879] lr: 1.007e-01, eta: 5 days, 2:48:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6621, loss_cls: 2.6819, loss: 2.6819, grad_norm: 2.1746 2021-06-22 11:31:09,869 - mmaction - INFO - Epoch [76][440/1879] lr: 1.007e-01, eta: 5 days, 2:47:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2194 2021-06-22 11:31:54,705 - mmaction - INFO - Epoch [76][460/1879] lr: 1.007e-01, eta: 5 days, 2:46:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6613, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.1941 2021-06-22 11:32:39,730 - mmaction - INFO - Epoch [76][480/1879] lr: 1.007e-01, eta: 5 days, 2:45:55, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6668, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.2131 2021-06-22 11:33:24,463 - mmaction - INFO - Epoch [76][500/1879] lr: 1.007e-01, eta: 5 days, 2:45:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6617, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.1360 2021-06-22 11:34:09,337 - mmaction - INFO - Epoch [76][520/1879] lr: 1.007e-01, eta: 5 days, 2:44:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6570, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.1099 2021-06-22 11:34:54,110 - mmaction - INFO - Epoch [76][540/1879] lr: 1.007e-01, eta: 5 days, 2:43:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.1697 2021-06-22 11:35:39,041 - mmaction - INFO - Epoch [76][560/1879] lr: 1.007e-01, eta: 5 days, 2:42:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.1480 2021-06-22 11:36:23,766 - mmaction - INFO - Epoch [76][580/1879] lr: 1.007e-01, eta: 5 days, 2:42:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6723, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.1137 2021-06-22 11:37:08,712 - mmaction - INFO - Epoch [76][600/1879] lr: 1.007e-01, eta: 5 days, 2:41:25, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6750, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.1489 2021-06-22 11:37:53,562 - mmaction - INFO - Epoch [76][620/1879] lr: 1.007e-01, eta: 5 days, 2:40:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6500, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.1381 2021-06-22 11:38:38,405 - mmaction - INFO - Epoch [76][640/1879] lr: 1.007e-01, eta: 5 days, 2:39:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6562, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.1316 2021-06-22 11:39:23,361 - mmaction - INFO - Epoch [76][660/1879] lr: 1.007e-01, eta: 5 days, 2:39:10, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.1720 2021-06-22 11:40:08,223 - mmaction - INFO - Epoch [76][680/1879] lr: 1.007e-01, eta: 5 days, 2:38:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6660, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.1368 2021-06-22 11:40:52,927 - mmaction - INFO - Epoch [76][700/1879] lr: 1.007e-01, eta: 5 days, 2:37:39, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6801, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.1386 2021-06-22 11:41:37,837 - mmaction - INFO - Epoch [76][720/1879] lr: 1.007e-01, eta: 5 days, 2:36:55, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6598, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.1714 2021-06-22 11:42:22,691 - mmaction - INFO - Epoch [76][740/1879] lr: 1.007e-01, eta: 5 days, 2:36:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6809, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.1569 2021-06-22 11:43:07,516 - mmaction - INFO - Epoch [76][760/1879] lr: 1.007e-01, eta: 5 days, 2:35:25, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6527, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.1935 2021-06-22 11:43:52,407 - mmaction - INFO - Epoch [76][780/1879] lr: 1.007e-01, eta: 5 days, 2:34:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.1500 2021-06-22 11:44:37,225 - mmaction - INFO - Epoch [76][800/1879] lr: 1.007e-01, eta: 5 days, 2:33:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.1521 2021-06-22 11:45:21,963 - mmaction - INFO - Epoch [76][820/1879] lr: 1.007e-01, eta: 5 days, 2:33:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.1883 2021-06-22 11:46:06,756 - mmaction - INFO - Epoch [76][840/1879] lr: 1.007e-01, eta: 5 days, 2:32:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6785, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.1280 2021-06-22 11:46:51,800 - mmaction - INFO - Epoch [76][860/1879] lr: 1.007e-01, eta: 5 days, 2:31:40, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6484, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1147 2021-06-22 11:47:36,553 - mmaction - INFO - Epoch [76][880/1879] lr: 1.007e-01, eta: 5 days, 2:30:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.1380 2021-06-22 11:48:21,418 - mmaction - INFO - Epoch [76][900/1879] lr: 1.007e-01, eta: 5 days, 2:30:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6543, loss_cls: 2.6714, loss: 2.6714, grad_norm: 2.1185 2021-06-22 11:49:06,147 - mmaction - INFO - Epoch [76][920/1879] lr: 1.007e-01, eta: 5 days, 2:29:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6625, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.2087 2021-06-22 11:49:50,900 - mmaction - INFO - Epoch [76][940/1879] lr: 1.007e-01, eta: 5 days, 2:28:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.1592 2021-06-22 11:50:35,730 - mmaction - INFO - Epoch [76][960/1879] lr: 1.007e-01, eta: 5 days, 2:27:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6684, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.0750 2021-06-22 11:51:20,506 - mmaction - INFO - Epoch [76][980/1879] lr: 1.007e-01, eta: 5 days, 2:27:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6711, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.1455 2021-06-22 11:52:05,353 - mmaction - INFO - Epoch [76][1000/1879] lr: 1.007e-01, eta: 5 days, 2:26:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6551, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.1263 2021-06-22 11:52:50,166 - mmaction - INFO - Epoch [76][1020/1879] lr: 1.007e-01, eta: 5 days, 2:25:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6609, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.1644 2021-06-22 11:53:34,963 - mmaction - INFO - Epoch [76][1040/1879] lr: 1.007e-01, eta: 5 days, 2:24:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6684, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.1529 2021-06-22 11:54:19,814 - mmaction - INFO - Epoch [76][1060/1879] lr: 1.007e-01, eta: 5 days, 2:24:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6621, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.1757 2021-06-22 11:55:04,575 - mmaction - INFO - Epoch [76][1080/1879] lr: 1.007e-01, eta: 5 days, 2:23:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3715, top5_acc: 0.6418, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.1476 2021-06-22 11:55:49,355 - mmaction - INFO - Epoch [76][1100/1879] lr: 1.007e-01, eta: 5 days, 2:22:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6590, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.1603 2021-06-22 11:56:34,258 - mmaction - INFO - Epoch [76][1120/1879] lr: 1.007e-01, eta: 5 days, 2:21:54, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6555, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.2724 2021-06-22 11:57:19,014 - mmaction - INFO - Epoch [76][1140/1879] lr: 1.007e-01, eta: 5 days, 2:21:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6590, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.2468 2021-06-22 11:58:03,744 - mmaction - INFO - Epoch [76][1160/1879] lr: 1.007e-01, eta: 5 days, 2:20:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6527, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.1972 2021-06-22 11:58:48,618 - mmaction - INFO - Epoch [76][1180/1879] lr: 1.007e-01, eta: 5 days, 2:19:39, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6418, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.0951 2021-06-22 11:59:33,381 - mmaction - INFO - Epoch [76][1200/1879] lr: 1.007e-01, eta: 5 days, 2:18:54, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6543, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.0834 2021-06-22 12:00:23,703 - mmaction - INFO - Epoch [76][1220/1879] lr: 1.007e-01, eta: 5 days, 2:18:16, time: 2.506, data_time: 0.006, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6648, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.0923 2021-06-22 12:01:08,570 - mmaction - INFO - Epoch [76][1240/1879] lr: 1.007e-01, eta: 5 days, 2:17:31, time: 2.254, data_time: 0.017, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6504, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.1370 2021-06-22 12:01:53,418 - mmaction - INFO - Epoch [76][1260/1879] lr: 1.007e-01, eta: 5 days, 2:16:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6441, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.1754 2021-06-22 12:02:38,309 - mmaction - INFO - Epoch [76][1280/1879] lr: 1.007e-01, eta: 5 days, 2:16:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6648, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.1038 2021-06-22 12:03:23,067 - mmaction - INFO - Epoch [76][1300/1879] lr: 1.007e-01, eta: 5 days, 2:15:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6687, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.1158 2021-06-22 12:04:07,943 - mmaction - INFO - Epoch [76][1320/1879] lr: 1.007e-01, eta: 5 days, 2:14:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6508, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1859 2021-06-22 12:04:52,750 - mmaction - INFO - Epoch [76][1340/1879] lr: 1.007e-01, eta: 5 days, 2:13:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6539, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.1417 2021-06-22 12:05:37,557 - mmaction - INFO - Epoch [76][1360/1879] lr: 1.007e-01, eta: 5 days, 2:13:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6566, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.1678 2021-06-22 12:06:22,376 - mmaction - INFO - Epoch [76][1380/1879] lr: 1.007e-01, eta: 5 days, 2:12:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6500, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.1780 2021-06-22 12:07:07,213 - mmaction - INFO - Epoch [76][1400/1879] lr: 1.007e-01, eta: 5 days, 2:11:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6332, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.1291 2021-06-22 12:07:51,966 - mmaction - INFO - Epoch [76][1420/1879] lr: 1.007e-01, eta: 5 days, 2:10:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.1274 2021-06-22 12:08:36,849 - mmaction - INFO - Epoch [76][1440/1879] lr: 1.007e-01, eta: 5 days, 2:10:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.1488 2021-06-22 12:09:21,519 - mmaction - INFO - Epoch [76][1460/1879] lr: 1.007e-01, eta: 5 days, 2:09:16, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.1446 2021-06-22 12:10:06,375 - mmaction - INFO - Epoch [76][1480/1879] lr: 1.007e-01, eta: 5 days, 2:08:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6461, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.1058 2021-06-22 12:10:51,031 - mmaction - INFO - Epoch [76][1500/1879] lr: 1.007e-01, eta: 5 days, 2:07:45, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6594, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.1937 2021-06-22 12:11:35,742 - mmaction - INFO - Epoch [76][1520/1879] lr: 1.007e-01, eta: 5 days, 2:07:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6477, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.1237 2021-06-22 12:12:20,365 - mmaction - INFO - Epoch [76][1540/1879] lr: 1.007e-01, eta: 5 days, 2:06:15, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6637, loss_cls: 2.6151, loss: 2.6151, grad_norm: 2.1507 2021-06-22 12:13:05,137 - mmaction - INFO - Epoch [76][1560/1879] lr: 1.007e-01, eta: 5 days, 2:05:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6625, loss_cls: 2.6388, loss: 2.6388, grad_norm: 2.1375 2021-06-22 12:13:49,856 - mmaction - INFO - Epoch [76][1580/1879] lr: 1.007e-01, eta: 5 days, 2:04:45, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3871, top5_acc: 0.6398, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.1526 2021-06-22 12:14:34,569 - mmaction - INFO - Epoch [76][1600/1879] lr: 1.007e-01, eta: 5 days, 2:03:59, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.1636 2021-06-22 12:15:19,303 - mmaction - INFO - Epoch [76][1620/1879] lr: 1.007e-01, eta: 5 days, 2:03:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6574, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.1698 2021-06-22 12:16:04,224 - mmaction - INFO - Epoch [76][1640/1879] lr: 1.007e-01, eta: 5 days, 2:02:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6707, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.1850 2021-06-22 12:16:48,944 - mmaction - INFO - Epoch [76][1660/1879] lr: 1.007e-01, eta: 5 days, 2:01:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6418, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.1854 2021-06-22 12:17:33,750 - mmaction - INFO - Epoch [76][1680/1879] lr: 1.007e-01, eta: 5 days, 2:00:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6641, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.1578 2021-06-22 12:18:18,765 - mmaction - INFO - Epoch [76][1700/1879] lr: 1.007e-01, eta: 5 days, 2:00:14, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6687, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.1905 2021-06-22 12:19:03,493 - mmaction - INFO - Epoch [76][1720/1879] lr: 1.007e-01, eta: 5 days, 1:59:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6551, loss_cls: 2.6748, loss: 2.6748, grad_norm: 2.1542 2021-06-22 12:19:48,145 - mmaction - INFO - Epoch [76][1740/1879] lr: 1.007e-01, eta: 5 days, 1:58:44, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6461, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.1455 2021-06-22 12:20:32,844 - mmaction - INFO - Epoch [76][1760/1879] lr: 1.007e-01, eta: 5 days, 1:57:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6371, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.1247 2021-06-22 12:21:17,620 - mmaction - INFO - Epoch [76][1780/1879] lr: 1.007e-01, eta: 5 days, 1:57:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6707, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.1346 2021-06-22 12:22:02,565 - mmaction - INFO - Epoch [76][1800/1879] lr: 1.007e-01, eta: 5 days, 1:56:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.1166 2021-06-22 12:22:47,268 - mmaction - INFO - Epoch [76][1820/1879] lr: 1.007e-01, eta: 5 days, 1:55:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6648, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.1266 2021-06-22 12:23:32,105 - mmaction - INFO - Epoch [76][1840/1879] lr: 1.007e-01, eta: 5 days, 1:54:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6645, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.1229 2021-06-22 12:24:16,920 - mmaction - INFO - Epoch [76][1860/1879] lr: 1.007e-01, eta: 5 days, 1:54:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6621, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.1884 2021-06-22 12:25:11,562 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-06-22 12:27:30,880 - mmaction - INFO - Epoch [77][20/1879] lr: 9.935e-02, eta: 5 days, 1:53:56, time: 6.939, data_time: 4.664, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6660, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.0924 2021-06-22 12:28:15,721 - mmaction - INFO - Epoch [77][40/1879] lr: 9.935e-02, eta: 5 days, 1:53:11, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6801, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.1508 2021-06-22 12:29:00,522 - mmaction - INFO - Epoch [77][60/1879] lr: 9.935e-02, eta: 5 days, 1:52:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.0870 2021-06-22 12:29:45,362 - mmaction - INFO - Epoch [77][80/1879] lr: 9.935e-02, eta: 5 days, 1:51:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6754, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.1777 2021-06-22 12:30:30,124 - mmaction - INFO - Epoch [77][100/1879] lr: 9.935e-02, eta: 5 days, 1:50:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6668, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.1476 2021-06-22 12:31:15,021 - mmaction - INFO - Epoch [77][120/1879] lr: 9.935e-02, eta: 5 days, 1:50:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.1895 2021-06-22 12:31:59,928 - mmaction - INFO - Epoch [77][140/1879] lr: 9.935e-02, eta: 5 days, 1:49:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6699, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.1957 2021-06-22 12:32:44,737 - mmaction - INFO - Epoch [77][160/1879] lr: 9.935e-02, eta: 5 days, 1:48:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6770, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.1459 2021-06-22 12:33:29,657 - mmaction - INFO - Epoch [77][180/1879] lr: 9.935e-02, eta: 5 days, 1:47:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6625, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.1416 2021-06-22 12:34:14,556 - mmaction - INFO - Epoch [77][200/1879] lr: 9.935e-02, eta: 5 days, 1:47:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6641, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.1465 2021-06-22 12:34:59,413 - mmaction - INFO - Epoch [77][220/1879] lr: 9.935e-02, eta: 5 days, 1:46:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6566, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.1666 2021-06-22 12:35:44,226 - mmaction - INFO - Epoch [77][240/1879] lr: 9.935e-02, eta: 5 days, 1:45:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6652, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.1896 2021-06-22 12:36:29,187 - mmaction - INFO - Epoch [77][260/1879] lr: 9.935e-02, eta: 5 days, 1:44:56, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6641, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.1809 2021-06-22 12:37:14,071 - mmaction - INFO - Epoch [77][280/1879] lr: 9.935e-02, eta: 5 days, 1:44:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6492, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.1591 2021-06-22 12:37:58,899 - mmaction - INFO - Epoch [77][300/1879] lr: 9.935e-02, eta: 5 days, 1:43:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6520, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.1272 2021-06-22 12:38:43,772 - mmaction - INFO - Epoch [77][320/1879] lr: 9.935e-02, eta: 5 days, 1:42:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.2016 2021-06-22 12:39:28,579 - mmaction - INFO - Epoch [77][340/1879] lr: 9.935e-02, eta: 5 days, 1:41:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6570, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.0842 2021-06-22 12:40:13,468 - mmaction - INFO - Epoch [77][360/1879] lr: 9.935e-02, eta: 5 days, 1:41:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6559, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.1313 2021-06-22 12:40:58,219 - mmaction - INFO - Epoch [77][380/1879] lr: 9.935e-02, eta: 5 days, 1:40:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6582, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.1860 2021-06-22 12:41:43,060 - mmaction - INFO - Epoch [77][400/1879] lr: 9.935e-02, eta: 5 days, 1:39:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6535, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.1264 2021-06-22 12:42:27,814 - mmaction - INFO - Epoch [77][420/1879] lr: 9.935e-02, eta: 5 days, 1:38:56, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.6725, loss: 2.6725, grad_norm: 2.1454 2021-06-22 12:43:12,653 - mmaction - INFO - Epoch [77][440/1879] lr: 9.935e-02, eta: 5 days, 1:38:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6617, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.1835 2021-06-22 12:43:57,489 - mmaction - INFO - Epoch [77][460/1879] lr: 9.935e-02, eta: 5 days, 1:37:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6527, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.1760 2021-06-22 12:44:42,314 - mmaction - INFO - Epoch [77][480/1879] lr: 9.935e-02, eta: 5 days, 1:36:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6820, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.1599 2021-06-22 12:45:27,206 - mmaction - INFO - Epoch [77][500/1879] lr: 9.935e-02, eta: 5 days, 1:35:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.1483 2021-06-22 12:46:11,986 - mmaction - INFO - Epoch [77][520/1879] lr: 9.935e-02, eta: 5 days, 1:35:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6559, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.1045 2021-06-22 12:46:56,756 - mmaction - INFO - Epoch [77][540/1879] lr: 9.935e-02, eta: 5 days, 1:34:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6621, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.1423 2021-06-22 12:47:41,502 - mmaction - INFO - Epoch [77][560/1879] lr: 9.935e-02, eta: 5 days, 1:33:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.1637 2021-06-22 12:48:26,144 - mmaction - INFO - Epoch [77][580/1879] lr: 9.935e-02, eta: 5 days, 1:32:55, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6742, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.1965 2021-06-22 12:49:10,975 - mmaction - INFO - Epoch [77][600/1879] lr: 9.935e-02, eta: 5 days, 1:32:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6605, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.1878 2021-06-22 12:49:55,711 - mmaction - INFO - Epoch [77][620/1879] lr: 9.935e-02, eta: 5 days, 1:31:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6523, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.1783 2021-06-22 12:50:40,680 - mmaction - INFO - Epoch [77][640/1879] lr: 9.935e-02, eta: 5 days, 1:30:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.1107 2021-06-22 12:51:25,441 - mmaction - INFO - Epoch [77][660/1879] lr: 9.935e-02, eta: 5 days, 1:29:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6488, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.2034 2021-06-22 12:52:10,273 - mmaction - INFO - Epoch [77][680/1879] lr: 9.935e-02, eta: 5 days, 1:29:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.1899 2021-06-22 12:52:55,135 - mmaction - INFO - Epoch [77][700/1879] lr: 9.935e-02, eta: 5 days, 1:28:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6777, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.2189 2021-06-22 12:53:39,995 - mmaction - INFO - Epoch [77][720/1879] lr: 9.935e-02, eta: 5 days, 1:27:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6523, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.1664 2021-06-22 12:54:24,832 - mmaction - INFO - Epoch [77][740/1879] lr: 9.935e-02, eta: 5 days, 1:26:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.2156 2021-06-22 12:55:09,592 - mmaction - INFO - Epoch [77][760/1879] lr: 9.935e-02, eta: 5 days, 1:26:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6559, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.1981 2021-06-22 12:55:54,442 - mmaction - INFO - Epoch [77][780/1879] lr: 9.935e-02, eta: 5 days, 1:25:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6660, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.1670 2021-06-22 12:56:39,253 - mmaction - INFO - Epoch [77][800/1879] lr: 9.935e-02, eta: 5 days, 1:24:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6664, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.1516 2021-06-22 12:57:24,034 - mmaction - INFO - Epoch [77][820/1879] lr: 9.935e-02, eta: 5 days, 1:23:54, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6629, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.1690 2021-06-22 12:58:08,924 - mmaction - INFO - Epoch [77][840/1879] lr: 9.935e-02, eta: 5 days, 1:23:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6566, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.0548 2021-06-22 12:58:53,796 - mmaction - INFO - Epoch [77][860/1879] lr: 9.935e-02, eta: 5 days, 1:22:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.1518 2021-06-22 12:59:38,552 - mmaction - INFO - Epoch [77][880/1879] lr: 9.935e-02, eta: 5 days, 1:21:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.0905 2021-06-22 13:00:23,232 - mmaction - INFO - Epoch [77][900/1879] lr: 9.935e-02, eta: 5 days, 1:20:54, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.2337 2021-06-22 13:01:08,007 - mmaction - INFO - Epoch [77][920/1879] lr: 9.935e-02, eta: 5 days, 1:20:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.1505 2021-06-22 13:01:52,769 - mmaction - INFO - Epoch [77][940/1879] lr: 9.935e-02, eta: 5 days, 1:19:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6551, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.1398 2021-06-22 13:02:37,693 - mmaction - INFO - Epoch [77][960/1879] lr: 9.935e-02, eta: 5 days, 1:18:39, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6469, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.1567 2021-06-22 13:03:22,512 - mmaction - INFO - Epoch [77][980/1879] lr: 9.935e-02, eta: 5 days, 1:17:54, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6691, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.0964 2021-06-22 13:04:07,371 - mmaction - INFO - Epoch [77][1000/1879] lr: 9.935e-02, eta: 5 days, 1:17:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6613, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.1064 2021-06-22 13:04:52,191 - mmaction - INFO - Epoch [77][1020/1879] lr: 9.935e-02, eta: 5 days, 1:16:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6727, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.1841 2021-06-22 13:05:37,042 - mmaction - INFO - Epoch [77][1040/1879] lr: 9.935e-02, eta: 5 days, 1:15:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6609, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.1609 2021-06-22 13:06:22,598 - mmaction - INFO - Epoch [77][1060/1879] lr: 9.935e-02, eta: 5 days, 1:14:55, time: 2.274, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6598, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.1535 2021-06-22 13:07:07,388 - mmaction - INFO - Epoch [77][1080/1879] lr: 9.935e-02, eta: 5 days, 1:14:10, time: 2.244, data_time: 0.005, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6613, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.1650 2021-06-22 13:07:52,106 - mmaction - INFO - Epoch [77][1100/1879] lr: 9.935e-02, eta: 5 days, 1:13:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3781, top5_acc: 0.6574, loss_cls: 2.7361, loss: 2.7361, grad_norm: 2.1741 2021-06-22 13:08:37,017 - mmaction - INFO - Epoch [77][1120/1879] lr: 9.935e-02, eta: 5 days, 1:12:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6527, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.1433 2021-06-22 13:09:21,752 - mmaction - INFO - Epoch [77][1140/1879] lr: 9.935e-02, eta: 5 days, 1:11:55, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5767, loss: 2.5767, grad_norm: 2.1468 2021-06-22 13:10:08,162 - mmaction - INFO - Epoch [77][1160/1879] lr: 9.935e-02, eta: 5 days, 1:11:12, time: 2.318, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6672, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.2685 2021-06-22 13:10:53,086 - mmaction - INFO - Epoch [77][1180/1879] lr: 9.935e-02, eta: 5 days, 1:10:27, time: 2.249, data_time: 0.004, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.1396 2021-06-22 13:11:37,859 - mmaction - INFO - Epoch [77][1200/1879] lr: 9.935e-02, eta: 5 days, 1:09:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.1909 2021-06-22 13:12:22,600 - mmaction - INFO - Epoch [77][1220/1879] lr: 9.935e-02, eta: 5 days, 1:08:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6574, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.1426 2021-06-22 13:13:07,411 - mmaction - INFO - Epoch [77][1240/1879] lr: 9.935e-02, eta: 5 days, 1:08:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6750, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.1360 2021-06-22 13:13:52,086 - mmaction - INFO - Epoch [77][1260/1879] lr: 9.935e-02, eta: 5 days, 1:07:26, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6617, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.2070 2021-06-22 13:14:36,719 - mmaction - INFO - Epoch [77][1280/1879] lr: 9.935e-02, eta: 5 days, 1:06:41, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6582, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.2022 2021-06-22 13:15:21,525 - mmaction - INFO - Epoch [77][1300/1879] lr: 9.935e-02, eta: 5 days, 1:05:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6668, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.1740 2021-06-22 13:16:06,329 - mmaction - INFO - Epoch [77][1320/1879] lr: 9.935e-02, eta: 5 days, 1:05:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3773, top5_acc: 0.6473, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.2591 2021-06-22 13:16:51,048 - mmaction - INFO - Epoch [77][1340/1879] lr: 9.935e-02, eta: 5 days, 1:04:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6621, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.1836 2021-06-22 13:17:35,931 - mmaction - INFO - Epoch [77][1360/1879] lr: 9.935e-02, eta: 5 days, 1:03:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6633, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.2088 2021-06-22 13:18:20,752 - mmaction - INFO - Epoch [77][1380/1879] lr: 9.935e-02, eta: 5 days, 1:02:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6723, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.1486 2021-06-22 13:19:05,589 - mmaction - INFO - Epoch [77][1400/1879] lr: 9.935e-02, eta: 5 days, 1:02:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6551, loss_cls: 2.6684, loss: 2.6684, grad_norm: 2.1866 2021-06-22 13:19:50,219 - mmaction - INFO - Epoch [77][1420/1879] lr: 9.935e-02, eta: 5 days, 1:01:25, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6570, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.2006 2021-06-22 13:20:35,072 - mmaction - INFO - Epoch [77][1440/1879] lr: 9.935e-02, eta: 5 days, 1:00:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6582, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.1681 2021-06-22 13:21:19,848 - mmaction - INFO - Epoch [77][1460/1879] lr: 9.935e-02, eta: 5 days, 0:59:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6652, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.1144 2021-06-22 13:22:04,589 - mmaction - INFO - Epoch [77][1480/1879] lr: 9.935e-02, eta: 5 days, 0:59:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6621, loss_cls: 2.6044, loss: 2.6044, grad_norm: 2.1003 2021-06-22 13:22:49,472 - mmaction - INFO - Epoch [77][1500/1879] lr: 9.935e-02, eta: 5 days, 0:58:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6539, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.1782 2021-06-22 13:23:34,185 - mmaction - INFO - Epoch [77][1520/1879] lr: 9.935e-02, eta: 5 days, 0:57:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6484, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.1323 2021-06-22 13:24:18,983 - mmaction - INFO - Epoch [77][1540/1879] lr: 9.935e-02, eta: 5 days, 0:56:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6613, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.1217 2021-06-22 13:25:03,833 - mmaction - INFO - Epoch [77][1560/1879] lr: 9.935e-02, eta: 5 days, 0:56:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6734, loss_cls: 2.6022, loss: 2.6022, grad_norm: 2.2479 2021-06-22 13:25:48,674 - mmaction - INFO - Epoch [77][1580/1879] lr: 9.935e-02, eta: 5 days, 0:55:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6582, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.2172 2021-06-22 13:26:33,448 - mmaction - INFO - Epoch [77][1600/1879] lr: 9.935e-02, eta: 5 days, 0:54:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6687, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.2209 2021-06-22 13:27:18,227 - mmaction - INFO - Epoch [77][1620/1879] lr: 9.935e-02, eta: 5 days, 0:53:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6566, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.1924 2021-06-22 13:28:03,046 - mmaction - INFO - Epoch [77][1640/1879] lr: 9.935e-02, eta: 5 days, 0:53:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6449, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1625 2021-06-22 13:28:47,841 - mmaction - INFO - Epoch [77][1660/1879] lr: 9.935e-02, eta: 5 days, 0:52:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3832, top5_acc: 0.6398, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.1919 2021-06-22 13:29:32,567 - mmaction - INFO - Epoch [77][1680/1879] lr: 9.935e-02, eta: 5 days, 0:51:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.1728 2021-06-22 13:30:17,287 - mmaction - INFO - Epoch [77][1700/1879] lr: 9.935e-02, eta: 5 days, 0:50:54, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6449, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.1589 2021-06-22 13:31:02,078 - mmaction - INFO - Epoch [77][1720/1879] lr: 9.935e-02, eta: 5 days, 0:50:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6613, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.1904 2021-06-22 13:31:46,829 - mmaction - INFO - Epoch [77][1740/1879] lr: 9.935e-02, eta: 5 days, 0:49:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.1945 2021-06-22 13:32:31,699 - mmaction - INFO - Epoch [77][1760/1879] lr: 9.935e-02, eta: 5 days, 0:48:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.1392 2021-06-22 13:33:16,539 - mmaction - INFO - Epoch [77][1780/1879] lr: 9.935e-02, eta: 5 days, 0:47:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.2749 2021-06-22 13:34:01,302 - mmaction - INFO - Epoch [77][1800/1879] lr: 9.935e-02, eta: 5 days, 0:47:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6621, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.4565 2021-06-22 13:34:45,970 - mmaction - INFO - Epoch [77][1820/1879] lr: 9.935e-02, eta: 5 days, 0:46:23, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.1851 2021-06-22 13:35:30,767 - mmaction - INFO - Epoch [77][1840/1879] lr: 9.935e-02, eta: 5 days, 0:45:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6793, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.0931 2021-06-22 13:36:15,480 - mmaction - INFO - Epoch [77][1860/1879] lr: 9.935e-02, eta: 5 days, 0:44:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3816, top5_acc: 0.6449, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.2351 2021-06-22 13:36:58,502 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-06-22 13:39:28,790 - mmaction - INFO - Epoch [78][20/1879] lr: 9.800e-02, eta: 5 days, 0:44:36, time: 6.997, data_time: 2.041, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6734, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.1913 2021-06-22 13:40:13,604 - mmaction - INFO - Epoch [78][40/1879] lr: 9.800e-02, eta: 5 days, 0:43:50, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6750, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.1854 2021-06-22 13:40:58,429 - mmaction - INFO - Epoch [78][60/1879] lr: 9.800e-02, eta: 5 days, 0:43:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6535, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.1588 2021-06-22 13:41:43,247 - mmaction - INFO - Epoch [78][80/1879] lr: 9.800e-02, eta: 5 days, 0:42:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6555, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.1883 2021-06-22 13:42:28,187 - mmaction - INFO - Epoch [78][100/1879] lr: 9.800e-02, eta: 5 days, 0:41:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6539, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.1878 2021-06-22 13:43:13,192 - mmaction - INFO - Epoch [78][120/1879] lr: 9.800e-02, eta: 5 days, 0:40:51, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6684, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.1596 2021-06-22 13:43:58,170 - mmaction - INFO - Epoch [78][140/1879] lr: 9.800e-02, eta: 5 days, 0:40:06, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.2178 2021-06-22 13:44:43,054 - mmaction - INFO - Epoch [78][160/1879] lr: 9.800e-02, eta: 5 days, 0:39:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6691, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.1781 2021-06-22 13:45:27,965 - mmaction - INFO - Epoch [78][180/1879] lr: 9.800e-02, eta: 5 days, 0:38:36, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5270, loss: 2.5270, grad_norm: 2.1883 2021-06-22 13:46:12,904 - mmaction - INFO - Epoch [78][200/1879] lr: 9.800e-02, eta: 5 days, 0:37:51, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6590, loss_cls: 2.6685, loss: 2.6685, grad_norm: 2.1864 2021-06-22 13:46:57,978 - mmaction - INFO - Epoch [78][220/1879] lr: 9.800e-02, eta: 5 days, 0:37:06, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6680, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.1432 2021-06-22 13:47:42,792 - mmaction - INFO - Epoch [78][240/1879] lr: 9.800e-02, eta: 5 days, 0:36:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6668, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.2366 2021-06-22 13:48:27,794 - mmaction - INFO - Epoch [78][260/1879] lr: 9.800e-02, eta: 5 days, 0:35:36, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6547, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.2160 2021-06-22 13:49:12,601 - mmaction - INFO - Epoch [78][280/1879] lr: 9.800e-02, eta: 5 days, 0:34:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6473, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.1919 2021-06-22 13:49:57,504 - mmaction - INFO - Epoch [78][300/1879] lr: 9.800e-02, eta: 5 days, 0:34:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6527, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.2379 2021-06-22 13:50:42,457 - mmaction - INFO - Epoch [78][320/1879] lr: 9.800e-02, eta: 5 days, 0:33:21, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6703, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.1071 2021-06-22 13:51:27,267 - mmaction - INFO - Epoch [78][340/1879] lr: 9.800e-02, eta: 5 days, 0:32:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6824, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.1567 2021-06-22 13:52:12,213 - mmaction - INFO - Epoch [78][360/1879] lr: 9.800e-02, eta: 5 days, 0:31:51, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6406, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.2338 2021-06-22 13:52:57,075 - mmaction - INFO - Epoch [78][380/1879] lr: 9.800e-02, eta: 5 days, 0:31:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6637, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.1608 2021-06-22 13:53:41,863 - mmaction - INFO - Epoch [78][400/1879] lr: 9.800e-02, eta: 5 days, 0:30:21, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6656, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.1582 2021-06-22 13:54:26,761 - mmaction - INFO - Epoch [78][420/1879] lr: 9.800e-02, eta: 5 days, 0:29:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6801, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.1959 2021-06-22 13:55:11,632 - mmaction - INFO - Epoch [78][440/1879] lr: 9.800e-02, eta: 5 days, 0:28:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6551, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.1722 2021-06-22 13:55:56,462 - mmaction - INFO - Epoch [78][460/1879] lr: 9.800e-02, eta: 5 days, 0:28:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6664, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.1932 2021-06-22 13:56:41,272 - mmaction - INFO - Epoch [78][480/1879] lr: 9.800e-02, eta: 5 days, 0:27:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6719, loss_cls: 2.6447, loss: 2.6447, grad_norm: 2.1533 2021-06-22 13:57:26,087 - mmaction - INFO - Epoch [78][500/1879] lr: 9.800e-02, eta: 5 days, 0:26:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.1803 2021-06-22 13:58:10,995 - mmaction - INFO - Epoch [78][520/1879] lr: 9.800e-02, eta: 5 days, 0:25:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6512, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2186 2021-06-22 13:58:55,750 - mmaction - INFO - Epoch [78][540/1879] lr: 9.800e-02, eta: 5 days, 0:25:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6492, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.2463 2021-06-22 13:59:40,567 - mmaction - INFO - Epoch [78][560/1879] lr: 9.800e-02, eta: 5 days, 0:24:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6598, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.4971 2021-06-22 14:00:25,355 - mmaction - INFO - Epoch [78][580/1879] lr: 9.800e-02, eta: 5 days, 0:23:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.3253 2021-06-22 14:01:10,167 - mmaction - INFO - Epoch [78][600/1879] lr: 9.800e-02, eta: 5 days, 0:22:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6566, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.2197 2021-06-22 14:01:54,928 - mmaction - INFO - Epoch [78][620/1879] lr: 9.800e-02, eta: 5 days, 0:22:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6625, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.3907 2021-06-22 14:02:39,622 - mmaction - INFO - Epoch [78][640/1879] lr: 9.800e-02, eta: 5 days, 0:21:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.2095 2021-06-22 14:03:24,395 - mmaction - INFO - Epoch [78][660/1879] lr: 9.800e-02, eta: 5 days, 0:20:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6406, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.1142 2021-06-22 14:04:09,075 - mmaction - INFO - Epoch [78][680/1879] lr: 9.800e-02, eta: 5 days, 0:19:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6469, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.1534 2021-06-22 14:04:53,993 - mmaction - INFO - Epoch [78][700/1879] lr: 9.800e-02, eta: 5 days, 0:19:05, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6645, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.1963 2021-06-22 14:05:38,862 - mmaction - INFO - Epoch [78][720/1879] lr: 9.800e-02, eta: 5 days, 0:18:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6625, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.0987 2021-06-22 14:06:23,628 - mmaction - INFO - Epoch [78][740/1879] lr: 9.800e-02, eta: 5 days, 0:17:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6461, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.2127 2021-06-22 14:07:08,497 - mmaction - INFO - Epoch [78][760/1879] lr: 9.800e-02, eta: 5 days, 0:16:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3887, top5_acc: 0.6457, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.1519 2021-06-22 14:07:53,419 - mmaction - INFO - Epoch [78][780/1879] lr: 9.800e-02, eta: 5 days, 0:16:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6512, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.1473 2021-06-22 14:08:38,471 - mmaction - INFO - Epoch [78][800/1879] lr: 9.800e-02, eta: 5 days, 0:15:20, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.1259 2021-06-22 14:09:23,209 - mmaction - INFO - Epoch [78][820/1879] lr: 9.800e-02, eta: 5 days, 0:14:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6668, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.1672 2021-06-22 14:10:08,083 - mmaction - INFO - Epoch [78][840/1879] lr: 9.800e-02, eta: 5 days, 0:13:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6738, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.1717 2021-06-22 14:10:52,860 - mmaction - INFO - Epoch [78][860/1879] lr: 9.800e-02, eta: 5 days, 0:13:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.1180 2021-06-22 14:11:37,641 - mmaction - INFO - Epoch [78][880/1879] lr: 9.800e-02, eta: 5 days, 0:12:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.1290 2021-06-22 14:12:22,423 - mmaction - INFO - Epoch [78][900/1879] lr: 9.800e-02, eta: 5 days, 0:11:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6684, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.1687 2021-06-22 14:13:07,109 - mmaction - INFO - Epoch [78][920/1879] lr: 9.800e-02, eta: 5 days, 0:10:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6680, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.2163 2021-06-22 14:13:51,967 - mmaction - INFO - Epoch [78][940/1879] lr: 9.800e-02, eta: 5 days, 0:10:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6539, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.2417 2021-06-22 14:14:36,798 - mmaction - INFO - Epoch [78][960/1879] lr: 9.800e-02, eta: 5 days, 0:09:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.2301 2021-06-22 14:15:21,547 - mmaction - INFO - Epoch [78][980/1879] lr: 9.800e-02, eta: 5 days, 0:08:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6703, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.2777 2021-06-22 14:16:06,334 - mmaction - INFO - Epoch [78][1000/1879] lr: 9.800e-02, eta: 5 days, 0:07:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6500, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.1797 2021-06-22 14:16:51,138 - mmaction - INFO - Epoch [78][1020/1879] lr: 9.800e-02, eta: 5 days, 0:07:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6660, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.1707 2021-06-22 14:17:36,011 - mmaction - INFO - Epoch [78][1040/1879] lr: 9.800e-02, eta: 5 days, 0:06:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6582, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2009 2021-06-22 14:18:20,820 - mmaction - INFO - Epoch [78][1060/1879] lr: 9.800e-02, eta: 5 days, 0:05:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6512, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.1452 2021-06-22 14:19:05,743 - mmaction - INFO - Epoch [78][1080/1879] lr: 9.800e-02, eta: 5 days, 0:04:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6477, loss_cls: 2.6999, loss: 2.6999, grad_norm: 2.1390 2021-06-22 14:19:50,537 - mmaction - INFO - Epoch [78][1100/1879] lr: 9.800e-02, eta: 5 days, 0:04:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6652, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.1512 2021-06-22 14:20:35,334 - mmaction - INFO - Epoch [78][1120/1879] lr: 9.800e-02, eta: 5 days, 0:03:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.1600 2021-06-22 14:21:20,167 - mmaction - INFO - Epoch [78][1140/1879] lr: 9.800e-02, eta: 5 days, 0:02:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.2047 2021-06-22 14:22:04,920 - mmaction - INFO - Epoch [78][1160/1879] lr: 9.800e-02, eta: 5 days, 0:01:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6582, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.1847 2021-06-22 14:22:49,627 - mmaction - INFO - Epoch [78][1180/1879] lr: 9.800e-02, eta: 5 days, 0:01:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.2077 2021-06-22 14:23:34,589 - mmaction - INFO - Epoch [78][1200/1879] lr: 9.800e-02, eta: 5 days, 0:00:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.2117 2021-06-22 14:24:19,355 - mmaction - INFO - Epoch [78][1220/1879] lr: 9.800e-02, eta: 4 days, 23:59:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6676, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.1235 2021-06-22 14:25:04,218 - mmaction - INFO - Epoch [78][1240/1879] lr: 9.800e-02, eta: 4 days, 23:58:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6700, loss: 2.6700, grad_norm: 2.2016 2021-06-22 14:25:49,063 - mmaction - INFO - Epoch [78][1260/1879] lr: 9.800e-02, eta: 4 days, 23:58:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6598, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2236 2021-06-22 14:26:33,692 - mmaction - INFO - Epoch [78][1280/1879] lr: 9.800e-02, eta: 4 days, 23:57:18, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6559, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.1642 2021-06-22 14:27:18,544 - mmaction - INFO - Epoch [78][1300/1879] lr: 9.800e-02, eta: 4 days, 23:56:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.1425 2021-06-22 14:28:03,395 - mmaction - INFO - Epoch [78][1320/1879] lr: 9.800e-02, eta: 4 days, 23:55:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6520, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.2162 2021-06-22 14:28:48,106 - mmaction - INFO - Epoch [78][1340/1879] lr: 9.800e-02, eta: 4 days, 23:55:03, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6637, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.2268 2021-06-22 14:29:32,875 - mmaction - INFO - Epoch [78][1360/1879] lr: 9.800e-02, eta: 4 days, 23:54:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6535, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.1775 2021-06-22 14:30:17,812 - mmaction - INFO - Epoch [78][1380/1879] lr: 9.800e-02, eta: 4 days, 23:53:33, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3812, top5_acc: 0.6461, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.1696 2021-06-22 14:31:02,625 - mmaction - INFO - Epoch [78][1400/1879] lr: 9.800e-02, eta: 4 days, 23:52:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6617, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.1648 2021-06-22 14:31:47,420 - mmaction - INFO - Epoch [78][1420/1879] lr: 9.800e-02, eta: 4 days, 23:52:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6520, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.2001 2021-06-22 14:32:32,317 - mmaction - INFO - Epoch [78][1440/1879] lr: 9.800e-02, eta: 4 days, 23:51:18, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6395, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.1917 2021-06-22 14:33:17,014 - mmaction - INFO - Epoch [78][1460/1879] lr: 9.800e-02, eta: 4 days, 23:50:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6652, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.1341 2021-06-22 14:34:01,849 - mmaction - INFO - Epoch [78][1480/1879] lr: 9.800e-02, eta: 4 days, 23:49:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6551, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.1280 2021-06-22 14:34:46,674 - mmaction - INFO - Epoch [78][1500/1879] lr: 9.800e-02, eta: 4 days, 23:49:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6605, loss_cls: 2.6299, loss: 2.6299, grad_norm: 2.1316 2021-06-22 14:35:31,502 - mmaction - INFO - Epoch [78][1520/1879] lr: 9.800e-02, eta: 4 days, 23:48:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6625, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.1198 2021-06-22 14:36:16,274 - mmaction - INFO - Epoch [78][1540/1879] lr: 9.800e-02, eta: 4 days, 23:47:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6586, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.1669 2021-06-22 14:37:01,052 - mmaction - INFO - Epoch [78][1560/1879] lr: 9.800e-02, eta: 4 days, 23:46:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6594, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.1787 2021-06-22 14:37:45,916 - mmaction - INFO - Epoch [78][1580/1879] lr: 9.800e-02, eta: 4 days, 23:46:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6687, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.0852 2021-06-22 14:38:30,685 - mmaction - INFO - Epoch [78][1600/1879] lr: 9.800e-02, eta: 4 days, 23:45:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6523, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.1284 2021-06-22 14:39:15,576 - mmaction - INFO - Epoch [78][1620/1879] lr: 9.800e-02, eta: 4 days, 23:44:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.1075 2021-06-22 14:40:00,501 - mmaction - INFO - Epoch [78][1640/1879] lr: 9.800e-02, eta: 4 days, 23:43:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.1123 2021-06-22 14:40:45,402 - mmaction - INFO - Epoch [78][1660/1879] lr: 9.800e-02, eta: 4 days, 23:43:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6594, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.1898 2021-06-22 14:41:30,390 - mmaction - INFO - Epoch [78][1680/1879] lr: 9.800e-02, eta: 4 days, 23:42:18, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.3828, top5_acc: 0.6504, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.1640 2021-06-22 14:42:15,288 - mmaction - INFO - Epoch [78][1700/1879] lr: 9.800e-02, eta: 4 days, 23:41:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6738, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.1307 2021-06-22 14:43:00,083 - mmaction - INFO - Epoch [78][1720/1879] lr: 9.800e-02, eta: 4 days, 23:40:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.1771 2021-06-22 14:43:44,887 - mmaction - INFO - Epoch [78][1740/1879] lr: 9.800e-02, eta: 4 days, 23:40:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6551, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.1896 2021-06-22 14:44:29,711 - mmaction - INFO - Epoch [78][1760/1879] lr: 9.800e-02, eta: 4 days, 23:39:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6699, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.0953 2021-06-22 14:45:14,595 - mmaction - INFO - Epoch [78][1780/1879] lr: 9.800e-02, eta: 4 days, 23:38:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6621, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.1695 2021-06-22 14:45:59,440 - mmaction - INFO - Epoch [78][1800/1879] lr: 9.800e-02, eta: 4 days, 23:37:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6543, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.1509 2021-06-22 14:46:44,293 - mmaction - INFO - Epoch [78][1820/1879] lr: 9.800e-02, eta: 4 days, 23:37:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3734, top5_acc: 0.6449, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.2377 2021-06-22 14:47:29,084 - mmaction - INFO - Epoch [78][1840/1879] lr: 9.800e-02, eta: 4 days, 23:36:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6590, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.1575 2021-06-22 14:48:13,913 - mmaction - INFO - Epoch [78][1860/1879] lr: 9.800e-02, eta: 4 days, 23:35:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6527, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.2107 2021-06-22 14:48:56,819 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-06-22 14:50:26,896 - mmaction - INFO - Epoch [79][20/1879] lr: 9.663e-02, eta: 4 days, 23:34:07, time: 4.482, data_time: 2.223, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6687, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.1757 2021-06-22 14:51:11,866 - mmaction - INFO - Epoch [79][40/1879] lr: 9.663e-02, eta: 4 days, 23:33:22, time: 2.249, data_time: 0.004, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6754, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.1467 2021-06-22 14:51:56,865 - mmaction - INFO - Epoch [79][60/1879] lr: 9.663e-02, eta: 4 days, 23:32:38, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6723, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.1882 2021-06-22 14:52:41,908 - mmaction - INFO - Epoch [79][80/1879] lr: 9.663e-02, eta: 4 days, 23:31:53, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6609, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.1386 2021-06-22 14:53:26,831 - mmaction - INFO - Epoch [79][100/1879] lr: 9.663e-02, eta: 4 days, 23:31:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3891, top5_acc: 0.6594, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.1994 2021-06-22 14:54:11,738 - mmaction - INFO - Epoch [79][120/1879] lr: 9.663e-02, eta: 4 days, 23:30:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6637, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.2033 2021-06-22 14:54:56,705 - mmaction - INFO - Epoch [79][140/1879] lr: 9.663e-02, eta: 4 days, 23:29:38, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6645, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.1339 2021-06-22 14:55:41,712 - mmaction - INFO - Epoch [79][160/1879] lr: 9.663e-02, eta: 4 days, 23:28:53, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6797, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.1253 2021-06-22 14:56:26,670 - mmaction - INFO - Epoch [79][180/1879] lr: 9.663e-02, eta: 4 days, 23:28:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.1312 2021-06-22 14:57:11,610 - mmaction - INFO - Epoch [79][200/1879] lr: 9.663e-02, eta: 4 days, 23:27:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6641, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.1216 2021-06-22 14:57:56,542 - mmaction - INFO - Epoch [79][220/1879] lr: 9.663e-02, eta: 4 days, 23:26:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.1477 2021-06-22 14:58:41,437 - mmaction - INFO - Epoch [79][240/1879] lr: 9.663e-02, eta: 4 days, 23:25:54, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6711, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.2066 2021-06-22 14:59:26,359 - mmaction - INFO - Epoch [79][260/1879] lr: 9.663e-02, eta: 4 days, 23:25:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.1493 2021-06-22 15:00:11,337 - mmaction - INFO - Epoch [79][280/1879] lr: 9.663e-02, eta: 4 days, 23:24:24, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6660, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.1484 2021-06-22 15:00:56,196 - mmaction - INFO - Epoch [79][300/1879] lr: 9.663e-02, eta: 4 days, 23:23:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.1384 2021-06-22 15:01:40,981 - mmaction - INFO - Epoch [79][320/1879] lr: 9.663e-02, eta: 4 days, 23:22:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.1614 2021-06-22 15:02:25,799 - mmaction - INFO - Epoch [79][340/1879] lr: 9.663e-02, eta: 4 days, 23:22:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6652, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.1985 2021-06-22 15:03:10,638 - mmaction - INFO - Epoch [79][360/1879] lr: 9.663e-02, eta: 4 days, 23:21:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6684, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.2283 2021-06-22 15:03:55,462 - mmaction - INFO - Epoch [79][380/1879] lr: 9.663e-02, eta: 4 days, 23:20:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6629, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.2120 2021-06-22 15:04:40,335 - mmaction - INFO - Epoch [79][400/1879] lr: 9.663e-02, eta: 4 days, 23:19:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6723, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.1161 2021-06-22 15:05:25,052 - mmaction - INFO - Epoch [79][420/1879] lr: 9.663e-02, eta: 4 days, 23:19:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6652, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.1105 2021-06-22 15:06:09,962 - mmaction - INFO - Epoch [79][440/1879] lr: 9.663e-02, eta: 4 days, 23:18:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6668, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.1624 2021-06-22 15:06:54,877 - mmaction - INFO - Epoch [79][460/1879] lr: 9.663e-02, eta: 4 days, 23:17:39, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6727, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.1697 2021-06-22 15:07:39,630 - mmaction - INFO - Epoch [79][480/1879] lr: 9.663e-02, eta: 4 days, 23:16:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6535, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.1937 2021-06-22 15:08:24,447 - mmaction - INFO - Epoch [79][500/1879] lr: 9.663e-02, eta: 4 days, 23:16:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6727, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.2104 2021-06-22 15:09:09,259 - mmaction - INFO - Epoch [79][520/1879] lr: 9.663e-02, eta: 4 days, 23:15:23, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6605, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.1766 2021-06-22 15:09:54,100 - mmaction - INFO - Epoch [79][540/1879] lr: 9.663e-02, eta: 4 days, 23:14:38, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6617, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.1317 2021-06-22 15:10:38,995 - mmaction - INFO - Epoch [79][560/1879] lr: 9.663e-02, eta: 4 days, 23:13:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6555, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.3270 2021-06-22 15:11:23,714 - mmaction - INFO - Epoch [79][580/1879] lr: 9.663e-02, eta: 4 days, 23:13:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.2069 2021-06-22 15:12:08,507 - mmaction - INFO - Epoch [79][600/1879] lr: 9.663e-02, eta: 4 days, 23:12:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6605, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.1831 2021-06-22 15:12:53,377 - mmaction - INFO - Epoch [79][620/1879] lr: 9.663e-02, eta: 4 days, 23:11:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6566, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.1686 2021-06-22 15:13:38,227 - mmaction - INFO - Epoch [79][640/1879] lr: 9.663e-02, eta: 4 days, 23:10:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2500 2021-06-22 15:14:22,980 - mmaction - INFO - Epoch [79][660/1879] lr: 9.663e-02, eta: 4 days, 23:10:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.1594 2021-06-22 15:15:07,853 - mmaction - INFO - Epoch [79][680/1879] lr: 9.663e-02, eta: 4 days, 23:09:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6605, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.1814 2021-06-22 15:15:52,797 - mmaction - INFO - Epoch [79][700/1879] lr: 9.663e-02, eta: 4 days, 23:08:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.2120 2021-06-22 15:16:37,515 - mmaction - INFO - Epoch [79][720/1879] lr: 9.663e-02, eta: 4 days, 23:07:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.1704 2021-06-22 15:17:22,266 - mmaction - INFO - Epoch [79][740/1879] lr: 9.663e-02, eta: 4 days, 23:07:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6660, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.1894 2021-06-22 15:18:07,096 - mmaction - INFO - Epoch [79][760/1879] lr: 9.663e-02, eta: 4 days, 23:06:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6742, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.1988 2021-06-22 15:18:51,827 - mmaction - INFO - Epoch [79][780/1879] lr: 9.663e-02, eta: 4 days, 23:05:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6668, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.1719 2021-06-22 15:19:36,634 - mmaction - INFO - Epoch [79][800/1879] lr: 9.663e-02, eta: 4 days, 23:04:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6758, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.1788 2021-06-22 15:20:21,449 - mmaction - INFO - Epoch [79][820/1879] lr: 9.663e-02, eta: 4 days, 23:04:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6574, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.1294 2021-06-22 15:21:06,170 - mmaction - INFO - Epoch [79][840/1879] lr: 9.663e-02, eta: 4 days, 23:03:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.1771 2021-06-22 15:21:51,049 - mmaction - INFO - Epoch [79][860/1879] lr: 9.663e-02, eta: 4 days, 23:02:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6613, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.1654 2021-06-22 15:22:35,906 - mmaction - INFO - Epoch [79][880/1879] lr: 9.663e-02, eta: 4 days, 23:01:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6551, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.1467 2021-06-22 15:23:20,752 - mmaction - INFO - Epoch [79][900/1879] lr: 9.663e-02, eta: 4 days, 23:01:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6656, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.1818 2021-06-22 15:24:05,615 - mmaction - INFO - Epoch [79][920/1879] lr: 9.663e-02, eta: 4 days, 23:00:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6488, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.2513 2021-06-22 15:24:50,437 - mmaction - INFO - Epoch [79][940/1879] lr: 9.663e-02, eta: 4 days, 22:59:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.1401 2021-06-22 15:25:35,325 - mmaction - INFO - Epoch [79][960/1879] lr: 9.663e-02, eta: 4 days, 22:58:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.2315 2021-06-22 15:26:20,114 - mmaction - INFO - Epoch [79][980/1879] lr: 9.663e-02, eta: 4 days, 22:58:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6625, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.1881 2021-06-22 15:27:04,932 - mmaction - INFO - Epoch [79][1000/1879] lr: 9.663e-02, eta: 4 days, 22:57:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6691, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.1891 2021-06-22 15:27:49,673 - mmaction - INFO - Epoch [79][1020/1879] lr: 9.663e-02, eta: 4 days, 22:56:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6723, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.1938 2021-06-22 15:28:34,534 - mmaction - INFO - Epoch [79][1040/1879] lr: 9.663e-02, eta: 4 days, 22:55:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6555, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2007 2021-06-22 15:29:19,287 - mmaction - INFO - Epoch [79][1060/1879] lr: 9.663e-02, eta: 4 days, 22:55:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6535, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.1574 2021-06-22 15:30:04,083 - mmaction - INFO - Epoch [79][1080/1879] lr: 9.663e-02, eta: 4 days, 22:54:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.1246 2021-06-22 15:30:48,903 - mmaction - INFO - Epoch [79][1100/1879] lr: 9.663e-02, eta: 4 days, 22:53:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.2029 2021-06-22 15:31:33,705 - mmaction - INFO - Epoch [79][1120/1879] lr: 9.663e-02, eta: 4 days, 22:52:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6703, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.2026 2021-06-22 15:32:18,477 - mmaction - INFO - Epoch [79][1140/1879] lr: 9.663e-02, eta: 4 days, 22:52:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.2009 2021-06-22 15:33:03,302 - mmaction - INFO - Epoch [79][1160/1879] lr: 9.663e-02, eta: 4 days, 22:51:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6531, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.1762 2021-06-22 15:33:48,156 - mmaction - INFO - Epoch [79][1180/1879] lr: 9.663e-02, eta: 4 days, 22:50:36, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6621, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.1579 2021-06-22 15:34:32,941 - mmaction - INFO - Epoch [79][1200/1879] lr: 9.663e-02, eta: 4 days, 22:49:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6613, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.1578 2021-06-22 15:35:17,720 - mmaction - INFO - Epoch [79][1220/1879] lr: 9.663e-02, eta: 4 days, 22:49:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6523, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.1703 2021-06-22 15:36:02,614 - mmaction - INFO - Epoch [79][1240/1879] lr: 9.663e-02, eta: 4 days, 22:48:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.1483 2021-06-22 15:36:47,489 - mmaction - INFO - Epoch [79][1260/1879] lr: 9.663e-02, eta: 4 days, 22:47:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6594, loss_cls: 2.6652, loss: 2.6652, grad_norm: 2.2242 2021-06-22 15:37:32,262 - mmaction - INFO - Epoch [79][1280/1879] lr: 9.663e-02, eta: 4 days, 22:46:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6543, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.1786 2021-06-22 15:38:17,077 - mmaction - INFO - Epoch [79][1300/1879] lr: 9.663e-02, eta: 4 days, 22:46:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6797, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.1714 2021-06-22 15:39:01,829 - mmaction - INFO - Epoch [79][1320/1879] lr: 9.663e-02, eta: 4 days, 22:45:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6551, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.2778 2021-06-22 15:39:46,590 - mmaction - INFO - Epoch [79][1340/1879] lr: 9.663e-02, eta: 4 days, 22:44:36, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6629, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.1664 2021-06-22 15:40:31,390 - mmaction - INFO - Epoch [79][1360/1879] lr: 9.663e-02, eta: 4 days, 22:43:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6664, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.1662 2021-06-22 15:41:16,117 - mmaction - INFO - Epoch [79][1380/1879] lr: 9.663e-02, eta: 4 days, 22:43:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6449, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.1074 2021-06-22 15:42:00,892 - mmaction - INFO - Epoch [79][1400/1879] lr: 9.663e-02, eta: 4 days, 22:42:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6750, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.2212 2021-06-22 15:42:45,667 - mmaction - INFO - Epoch [79][1420/1879] lr: 9.663e-02, eta: 4 days, 22:41:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6598, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.2167 2021-06-22 15:43:30,312 - mmaction - INFO - Epoch [79][1440/1879] lr: 9.663e-02, eta: 4 days, 22:40:50, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.1506 2021-06-22 15:44:15,165 - mmaction - INFO - Epoch [79][1460/1879] lr: 9.663e-02, eta: 4 days, 22:40:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.2352 2021-06-22 15:44:59,815 - mmaction - INFO - Epoch [79][1480/1879] lr: 9.663e-02, eta: 4 days, 22:39:20, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6711, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.1600 2021-06-22 15:45:44,694 - mmaction - INFO - Epoch [79][1500/1879] lr: 9.663e-02, eta: 4 days, 22:38:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6641, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.1868 2021-06-22 15:46:29,555 - mmaction - INFO - Epoch [79][1520/1879] lr: 9.663e-02, eta: 4 days, 22:37:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6520, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.1952 2021-06-22 15:47:14,457 - mmaction - INFO - Epoch [79][1540/1879] lr: 9.663e-02, eta: 4 days, 22:37:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.1933 2021-06-22 15:47:59,197 - mmaction - INFO - Epoch [79][1560/1879] lr: 9.663e-02, eta: 4 days, 22:36:20, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6738, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.1916 2021-06-22 15:48:44,017 - mmaction - INFO - Epoch [79][1580/1879] lr: 9.663e-02, eta: 4 days, 22:35:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3910, top5_acc: 0.6641, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2086 2021-06-22 15:49:28,753 - mmaction - INFO - Epoch [79][1600/1879] lr: 9.663e-02, eta: 4 days, 22:34:49, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6707, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.1831 2021-06-22 15:50:13,647 - mmaction - INFO - Epoch [79][1620/1879] lr: 9.663e-02, eta: 4 days, 22:34:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6562, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.2206 2021-06-22 15:50:58,354 - mmaction - INFO - Epoch [79][1640/1879] lr: 9.663e-02, eta: 4 days, 22:33:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3848, top5_acc: 0.6523, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.2308 2021-06-22 15:51:43,225 - mmaction - INFO - Epoch [79][1660/1879] lr: 9.663e-02, eta: 4 days, 22:32:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.2618 2021-06-22 15:52:27,968 - mmaction - INFO - Epoch [79][1680/1879] lr: 9.663e-02, eta: 4 days, 22:31:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6645, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.2585 2021-06-22 15:53:12,922 - mmaction - INFO - Epoch [79][1700/1879] lr: 9.663e-02, eta: 4 days, 22:31:04, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6570, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.1431 2021-06-22 15:53:57,669 - mmaction - INFO - Epoch [79][1720/1879] lr: 9.663e-02, eta: 4 days, 22:30:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6594, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.1523 2021-06-22 15:54:42,405 - mmaction - INFO - Epoch [79][1740/1879] lr: 9.663e-02, eta: 4 days, 22:29:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6539, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.1808 2021-06-22 15:55:27,218 - mmaction - INFO - Epoch [79][1760/1879] lr: 9.663e-02, eta: 4 days, 22:28:49, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.1991 2021-06-22 15:56:12,099 - mmaction - INFO - Epoch [79][1780/1879] lr: 9.663e-02, eta: 4 days, 22:28:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6559, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.1397 2021-06-22 15:56:56,798 - mmaction - INFO - Epoch [79][1800/1879] lr: 9.663e-02, eta: 4 days, 22:27:19, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6645, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.1590 2021-06-22 15:57:41,634 - mmaction - INFO - Epoch [79][1820/1879] lr: 9.663e-02, eta: 4 days, 22:26:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6648, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.1854 2021-06-22 15:58:26,450 - mmaction - INFO - Epoch [79][1840/1879] lr: 9.663e-02, eta: 4 days, 22:25:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6586, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.1154 2021-06-22 15:59:11,256 - mmaction - INFO - Epoch [79][1860/1879] lr: 9.663e-02, eta: 4 days, 22:25:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6660, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.1970 2021-06-22 15:59:54,438 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-06-22 16:01:23,413 - mmaction - INFO - Epoch [80][20/1879] lr: 9.526e-02, eta: 4 days, 22:23:37, time: 4.425, data_time: 2.068, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6754, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.1866 2021-06-22 16:02:08,412 - mmaction - INFO - Epoch [80][40/1879] lr: 9.526e-02, eta: 4 days, 22:22:52, time: 2.250, data_time: 0.004, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6863, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.1395 2021-06-22 16:02:53,304 - mmaction - INFO - Epoch [80][60/1879] lr: 9.526e-02, eta: 4 days, 22:22:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6715, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.2199 2021-06-22 16:03:38,341 - mmaction - INFO - Epoch [80][80/1879] lr: 9.526e-02, eta: 4 days, 22:21:22, time: 2.252, data_time: 0.002, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6840, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.1416 2021-06-22 16:04:23,192 - mmaction - INFO - Epoch [80][100/1879] lr: 9.526e-02, eta: 4 days, 22:20:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6746, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.1980 2021-06-22 16:05:08,102 - mmaction - INFO - Epoch [80][120/1879] lr: 9.526e-02, eta: 4 days, 22:19:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6676, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.1651 2021-06-22 16:05:53,002 - mmaction - INFO - Epoch [80][140/1879] lr: 9.526e-02, eta: 4 days, 22:19:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6637, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.1806 2021-06-22 16:06:37,860 - mmaction - INFO - Epoch [80][160/1879] lr: 9.526e-02, eta: 4 days, 22:18:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6672, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.1105 2021-06-22 16:07:22,700 - mmaction - INFO - Epoch [80][180/1879] lr: 9.526e-02, eta: 4 days, 22:17:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6625, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.2356 2021-06-22 16:08:07,612 - mmaction - INFO - Epoch [80][200/1879] lr: 9.526e-02, eta: 4 days, 22:16:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2363 2021-06-22 16:08:52,529 - mmaction - INFO - Epoch [80][220/1879] lr: 9.526e-02, eta: 4 days, 22:16:08, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6520, loss_cls: 2.6396, loss: 2.6396, grad_norm: 2.1640 2021-06-22 16:09:37,505 - mmaction - INFO - Epoch [80][240/1879] lr: 9.526e-02, eta: 4 days, 22:15:23, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6844, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.1471 2021-06-22 16:10:22,580 - mmaction - INFO - Epoch [80][260/1879] lr: 9.526e-02, eta: 4 days, 22:14:38, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.2471 2021-06-22 16:11:07,400 - mmaction - INFO - Epoch [80][280/1879] lr: 9.526e-02, eta: 4 days, 22:13:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2278 2021-06-22 16:11:52,279 - mmaction - INFO - Epoch [80][300/1879] lr: 9.526e-02, eta: 4 days, 22:13:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.1512 2021-06-22 16:12:37,130 - mmaction - INFO - Epoch [80][320/1879] lr: 9.526e-02, eta: 4 days, 22:12:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6871, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.1709 2021-06-22 16:13:21,867 - mmaction - INFO - Epoch [80][340/1879] lr: 9.526e-02, eta: 4 days, 22:11:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6801, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.1755 2021-06-22 16:14:06,792 - mmaction - INFO - Epoch [80][360/1879] lr: 9.526e-02, eta: 4 days, 22:10:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6531, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.1842 2021-06-22 16:14:51,609 - mmaction - INFO - Epoch [80][380/1879] lr: 9.526e-02, eta: 4 days, 22:10:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.6172, loss: 2.6172, grad_norm: 2.1378 2021-06-22 16:15:36,461 - mmaction - INFO - Epoch [80][400/1879] lr: 9.526e-02, eta: 4 days, 22:09:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6625, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.2300 2021-06-22 16:16:21,367 - mmaction - INFO - Epoch [80][420/1879] lr: 9.526e-02, eta: 4 days, 22:08:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6699, loss_cls: 2.5977, loss: 2.5977, grad_norm: 2.1488 2021-06-22 16:17:06,294 - mmaction - INFO - Epoch [80][440/1879] lr: 9.526e-02, eta: 4 days, 22:07:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.1846 2021-06-22 16:17:51,102 - mmaction - INFO - Epoch [80][460/1879] lr: 9.526e-02, eta: 4 days, 22:07:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6664, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.1058 2021-06-22 16:18:35,907 - mmaction - INFO - Epoch [80][480/1879] lr: 9.526e-02, eta: 4 days, 22:06:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6613, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.1678 2021-06-22 16:19:20,767 - mmaction - INFO - Epoch [80][500/1879] lr: 9.526e-02, eta: 4 days, 22:05:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6730, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.1406 2021-06-22 16:20:05,664 - mmaction - INFO - Epoch [80][520/1879] lr: 9.526e-02, eta: 4 days, 22:04:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6660, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.1936 2021-06-22 16:20:50,298 - mmaction - INFO - Epoch [80][540/1879] lr: 9.526e-02, eta: 4 days, 22:04:08, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.1453 2021-06-22 16:21:35,127 - mmaction - INFO - Epoch [80][560/1879] lr: 9.526e-02, eta: 4 days, 22:03:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6676, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.2050 2021-06-22 16:22:19,961 - mmaction - INFO - Epoch [80][580/1879] lr: 9.526e-02, eta: 4 days, 22:02:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6672, loss_cls: 2.6319, loss: 2.6319, grad_norm: 2.2259 2021-06-22 16:23:04,739 - mmaction - INFO - Epoch [80][600/1879] lr: 9.526e-02, eta: 4 days, 22:01:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6574, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.1915 2021-06-22 16:23:49,543 - mmaction - INFO - Epoch [80][620/1879] lr: 9.526e-02, eta: 4 days, 22:01:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6609, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.2289 2021-06-22 16:24:34,290 - mmaction - INFO - Epoch [80][640/1879] lr: 9.526e-02, eta: 4 days, 22:00:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6672, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.2086 2021-06-22 16:25:18,995 - mmaction - INFO - Epoch [80][660/1879] lr: 9.526e-02, eta: 4 days, 21:59:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6730, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.2408 2021-06-22 16:26:03,731 - mmaction - INFO - Epoch [80][680/1879] lr: 9.526e-02, eta: 4 days, 21:58:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6828, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.1761 2021-06-22 16:26:48,526 - mmaction - INFO - Epoch [80][700/1879] lr: 9.526e-02, eta: 4 days, 21:58:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6605, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.1760 2021-06-22 16:27:33,370 - mmaction - INFO - Epoch [80][720/1879] lr: 9.526e-02, eta: 4 days, 21:57:22, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6598, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.1692 2021-06-22 16:28:18,066 - mmaction - INFO - Epoch [80][740/1879] lr: 9.526e-02, eta: 4 days, 21:56:37, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.3403 2021-06-22 16:29:02,962 - mmaction - INFO - Epoch [80][760/1879] lr: 9.526e-02, eta: 4 days, 21:55:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6652, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2473 2021-06-22 16:29:47,711 - mmaction - INFO - Epoch [80][780/1879] lr: 9.526e-02, eta: 4 days, 21:55:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6566, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.1907 2021-06-22 16:30:32,455 - mmaction - INFO - Epoch [80][800/1879] lr: 9.526e-02, eta: 4 days, 21:54:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6578, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.1745 2021-06-22 16:31:17,237 - mmaction - INFO - Epoch [80][820/1879] lr: 9.526e-02, eta: 4 days, 21:53:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6609, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.1764 2021-06-22 16:32:02,204 - mmaction - INFO - Epoch [80][840/1879] lr: 9.526e-02, eta: 4 days, 21:52:51, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.3922, top5_acc: 0.6594, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.2778 2021-06-22 16:32:47,067 - mmaction - INFO - Epoch [80][860/1879] lr: 9.526e-02, eta: 4 days, 21:52:06, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3852, top5_acc: 0.6387, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.1619 2021-06-22 16:33:31,766 - mmaction - INFO - Epoch [80][880/1879] lr: 9.526e-02, eta: 4 days, 21:51:21, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6730, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.1479 2021-06-22 16:34:16,417 - mmaction - INFO - Epoch [80][900/1879] lr: 9.526e-02, eta: 4 days, 21:50:36, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6742, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.1729 2021-06-22 16:35:01,188 - mmaction - INFO - Epoch [80][920/1879] lr: 9.526e-02, eta: 4 days, 21:49:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6660, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.1905 2021-06-22 16:35:45,951 - mmaction - INFO - Epoch [80][940/1879] lr: 9.526e-02, eta: 4 days, 21:49:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6832, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.1964 2021-06-22 16:36:30,615 - mmaction - INFO - Epoch [80][960/1879] lr: 9.526e-02, eta: 4 days, 21:48:20, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6613, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.1614 2021-06-22 16:37:15,439 - mmaction - INFO - Epoch [80][980/1879] lr: 9.526e-02, eta: 4 days, 21:47:35, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.1474 2021-06-22 16:38:00,243 - mmaction - INFO - Epoch [80][1000/1879] lr: 9.526e-02, eta: 4 days, 21:46:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6664, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.1791 2021-06-22 16:38:44,962 - mmaction - INFO - Epoch [80][1020/1879] lr: 9.526e-02, eta: 4 days, 21:46:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6660, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.1761 2021-06-22 16:39:29,737 - mmaction - INFO - Epoch [80][1040/1879] lr: 9.526e-02, eta: 4 days, 21:45:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6602, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.1293 2021-06-22 16:40:14,339 - mmaction - INFO - Epoch [80][1060/1879] lr: 9.526e-02, eta: 4 days, 21:44:35, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6586, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.1394 2021-06-22 16:40:58,983 - mmaction - INFO - Epoch [80][1080/1879] lr: 9.526e-02, eta: 4 days, 21:43:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.1578 2021-06-22 16:41:43,723 - mmaction - INFO - Epoch [80][1100/1879] lr: 9.526e-02, eta: 4 days, 21:43:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6820, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.1677 2021-06-22 16:42:28,569 - mmaction - INFO - Epoch [80][1120/1879] lr: 9.526e-02, eta: 4 days, 21:42:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6504, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.2321 2021-06-22 16:43:13,201 - mmaction - INFO - Epoch [80][1140/1879] lr: 9.526e-02, eta: 4 days, 21:41:34, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6668, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.1765 2021-06-22 16:43:57,964 - mmaction - INFO - Epoch [80][1160/1879] lr: 9.526e-02, eta: 4 days, 21:40:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6668, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.2134 2021-06-22 16:44:42,735 - mmaction - INFO - Epoch [80][1180/1879] lr: 9.526e-02, eta: 4 days, 21:40:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6500, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.1728 2021-06-22 16:45:27,487 - mmaction - INFO - Epoch [80][1200/1879] lr: 9.526e-02, eta: 4 days, 21:39:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6707, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.1796 2021-06-22 16:46:12,183 - mmaction - INFO - Epoch [80][1220/1879] lr: 9.526e-02, eta: 4 days, 21:38:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6566, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.2019 2021-06-22 16:46:56,985 - mmaction - INFO - Epoch [80][1240/1879] lr: 9.526e-02, eta: 4 days, 21:37:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.2249 2021-06-22 16:47:41,715 - mmaction - INFO - Epoch [80][1260/1879] lr: 9.526e-02, eta: 4 days, 21:37:03, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6602, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2535 2021-06-22 16:48:26,521 - mmaction - INFO - Epoch [80][1280/1879] lr: 9.526e-02, eta: 4 days, 21:36:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6695, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.2477 2021-06-22 16:49:11,310 - mmaction - INFO - Epoch [80][1300/1879] lr: 9.526e-02, eta: 4 days, 21:35:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6676, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.1789 2021-06-22 16:49:56,009 - mmaction - INFO - Epoch [80][1320/1879] lr: 9.526e-02, eta: 4 days, 21:34:48, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6559, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.2275 2021-06-22 16:50:40,852 - mmaction - INFO - Epoch [80][1340/1879] lr: 9.526e-02, eta: 4 days, 21:34:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.1594 2021-06-22 16:51:25,661 - mmaction - INFO - Epoch [80][1360/1879] lr: 9.526e-02, eta: 4 days, 21:33:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6582, loss_cls: 2.6045, loss: 2.6045, grad_norm: 2.1671 2021-06-22 16:52:10,535 - mmaction - INFO - Epoch [80][1380/1879] lr: 9.526e-02, eta: 4 days, 21:32:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.5932, loss: 2.5932, grad_norm: 2.1891 2021-06-22 16:52:55,335 - mmaction - INFO - Epoch [80][1400/1879] lr: 9.526e-02, eta: 4 days, 21:31:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6645, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.2582 2021-06-22 16:53:40,128 - mmaction - INFO - Epoch [80][1420/1879] lr: 9.526e-02, eta: 4 days, 21:31:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6727, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.2258 2021-06-22 16:54:24,870 - mmaction - INFO - Epoch [80][1440/1879] lr: 9.526e-02, eta: 4 days, 21:30:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6684, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.2065 2021-06-22 16:55:09,652 - mmaction - INFO - Epoch [80][1460/1879] lr: 9.526e-02, eta: 4 days, 21:29:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6574, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.1803 2021-06-22 16:55:54,258 - mmaction - INFO - Epoch [80][1480/1879] lr: 9.526e-02, eta: 4 days, 21:28:47, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6520, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.1403 2021-06-22 16:56:39,013 - mmaction - INFO - Epoch [80][1500/1879] lr: 9.526e-02, eta: 4 days, 21:28:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.1869 2021-06-22 16:57:23,835 - mmaction - INFO - Epoch [80][1520/1879] lr: 9.526e-02, eta: 4 days, 21:27:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.2239 2021-06-22 16:58:08,615 - mmaction - INFO - Epoch [80][1540/1879] lr: 9.526e-02, eta: 4 days, 21:26:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.2423 2021-06-22 16:58:53,344 - mmaction - INFO - Epoch [80][1560/1879] lr: 9.526e-02, eta: 4 days, 21:25:47, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6434, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.2082 2021-06-22 16:59:38,095 - mmaction - INFO - Epoch [80][1580/1879] lr: 9.526e-02, eta: 4 days, 21:25:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6699, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.1711 2021-06-22 17:00:22,729 - mmaction - INFO - Epoch [80][1600/1879] lr: 9.526e-02, eta: 4 days, 21:24:16, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6621, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.1265 2021-06-22 17:01:07,600 - mmaction - INFO - Epoch [80][1620/1879] lr: 9.526e-02, eta: 4 days, 21:23:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6676, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.2138 2021-06-22 17:01:52,415 - mmaction - INFO - Epoch [80][1640/1879] lr: 9.526e-02, eta: 4 days, 21:22:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6707, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.1508 2021-06-22 17:02:37,081 - mmaction - INFO - Epoch [80][1660/1879] lr: 9.526e-02, eta: 4 days, 21:22:01, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.1528 2021-06-22 17:03:21,874 - mmaction - INFO - Epoch [80][1680/1879] lr: 9.526e-02, eta: 4 days, 21:21:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6797, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.2488 2021-06-22 17:04:06,664 - mmaction - INFO - Epoch [80][1700/1879] lr: 9.526e-02, eta: 4 days, 21:20:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6543, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.2525 2021-06-22 17:04:51,499 - mmaction - INFO - Epoch [80][1720/1879] lr: 9.526e-02, eta: 4 days, 21:19:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6691, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2860 2021-06-22 17:05:36,447 - mmaction - INFO - Epoch [80][1740/1879] lr: 9.526e-02, eta: 4 days, 21:19:01, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6590, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.1829 2021-06-22 17:06:21,091 - mmaction - INFO - Epoch [80][1760/1879] lr: 9.526e-02, eta: 4 days, 21:18:16, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.1652 2021-06-22 17:07:05,909 - mmaction - INFO - Epoch [80][1780/1879] lr: 9.526e-02, eta: 4 days, 21:17:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6582, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.1373 2021-06-22 17:07:50,694 - mmaction - INFO - Epoch [80][1800/1879] lr: 9.526e-02, eta: 4 days, 21:16:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6590, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.1864 2021-06-22 17:08:35,395 - mmaction - INFO - Epoch [80][1820/1879] lr: 9.526e-02, eta: 4 days, 21:16:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6492, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2292 2021-06-22 17:09:20,074 - mmaction - INFO - Epoch [80][1840/1879] lr: 9.526e-02, eta: 4 days, 21:15:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6586, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.1442 2021-06-22 17:10:04,911 - mmaction - INFO - Epoch [80][1860/1879] lr: 9.526e-02, eta: 4 days, 21:14:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6465, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.2044 2021-06-22 17:10:48,096 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-06-22 17:12:17,841 - mmaction - INFO - Epoch [81][20/1879] lr: 9.389e-02, eta: 4 days, 21:13:04, time: 4.462, data_time: 2.088, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.1805 2021-06-22 17:13:02,625 - mmaction - INFO - Epoch [81][40/1879] lr: 9.389e-02, eta: 4 days, 21:12:19, time: 2.239, data_time: 0.004, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6691, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.2134 2021-06-22 17:13:47,726 - mmaction - INFO - Epoch [81][60/1879] lr: 9.389e-02, eta: 4 days, 21:11:35, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6711, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.2395 2021-06-22 17:14:32,544 - mmaction - INFO - Epoch [81][80/1879] lr: 9.389e-02, eta: 4 days, 21:10:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6750, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.2222 2021-06-22 17:15:17,400 - mmaction - INFO - Epoch [81][100/1879] lr: 9.389e-02, eta: 4 days, 21:10:05, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.1741 2021-06-22 17:16:02,300 - mmaction - INFO - Epoch [81][120/1879] lr: 9.389e-02, eta: 4 days, 21:09:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6566, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.2055 2021-06-22 17:16:47,029 - mmaction - INFO - Epoch [81][140/1879] lr: 9.389e-02, eta: 4 days, 21:08:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6754, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.2241 2021-06-22 17:17:31,961 - mmaction - INFO - Epoch [81][160/1879] lr: 9.389e-02, eta: 4 days, 21:07:50, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6699, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.2020 2021-06-22 17:18:16,894 - mmaction - INFO - Epoch [81][180/1879] lr: 9.389e-02, eta: 4 days, 21:07:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6605, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.2694 2021-06-22 17:19:01,751 - mmaction - INFO - Epoch [81][200/1879] lr: 9.389e-02, eta: 4 days, 21:06:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6637, loss_cls: 2.6534, loss: 2.6534, grad_norm: 2.3112 2021-06-22 17:19:46,654 - mmaction - INFO - Epoch [81][220/1879] lr: 9.389e-02, eta: 4 days, 21:05:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6820, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.2074 2021-06-22 17:20:31,528 - mmaction - INFO - Epoch [81][240/1879] lr: 9.389e-02, eta: 4 days, 21:04:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6789, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.1996 2021-06-22 17:21:16,436 - mmaction - INFO - Epoch [81][260/1879] lr: 9.389e-02, eta: 4 days, 21:04:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.5466, loss: 2.5466, grad_norm: 2.1764 2021-06-22 17:22:01,252 - mmaction - INFO - Epoch [81][280/1879] lr: 9.389e-02, eta: 4 days, 21:03:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6621, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.2513 2021-06-22 17:22:46,144 - mmaction - INFO - Epoch [81][300/1879] lr: 9.389e-02, eta: 4 days, 21:02:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6672, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.1993 2021-06-22 17:23:30,948 - mmaction - INFO - Epoch [81][320/1879] lr: 9.389e-02, eta: 4 days, 21:01:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6637, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.2073 2021-06-22 17:24:15,869 - mmaction - INFO - Epoch [81][340/1879] lr: 9.389e-02, eta: 4 days, 21:01:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6547, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.1652 2021-06-22 17:25:00,598 - mmaction - INFO - Epoch [81][360/1879] lr: 9.389e-02, eta: 4 days, 21:00:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6676, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.2068 2021-06-22 17:25:45,405 - mmaction - INFO - Epoch [81][380/1879] lr: 9.389e-02, eta: 4 days, 20:59:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6730, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.2072 2021-06-22 17:26:30,319 - mmaction - INFO - Epoch [81][400/1879] lr: 9.389e-02, eta: 4 days, 20:58:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6699, loss_cls: 2.6559, loss: 2.6559, grad_norm: 2.1712 2021-06-22 17:27:15,129 - mmaction - INFO - Epoch [81][420/1879] lr: 9.389e-02, eta: 4 days, 20:58:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6676, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.2468 2021-06-22 17:27:59,797 - mmaction - INFO - Epoch [81][440/1879] lr: 9.389e-02, eta: 4 days, 20:57:19, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6535, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.2061 2021-06-22 17:28:44,682 - mmaction - INFO - Epoch [81][460/1879] lr: 9.389e-02, eta: 4 days, 20:56:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6562, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.2339 2021-06-22 17:29:29,388 - mmaction - INFO - Epoch [81][480/1879] lr: 9.389e-02, eta: 4 days, 20:55:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6543, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.3546 2021-06-22 17:30:14,304 - mmaction - INFO - Epoch [81][500/1879] lr: 9.389e-02, eta: 4 days, 20:55:04, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6809, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.2261 2021-06-22 17:30:59,163 - mmaction - INFO - Epoch [81][520/1879] lr: 9.389e-02, eta: 4 days, 20:54:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6699, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.2381 2021-06-22 17:31:43,927 - mmaction - INFO - Epoch [81][540/1879] lr: 9.389e-02, eta: 4 days, 20:53:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6590, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.1527 2021-06-22 17:32:28,819 - mmaction - INFO - Epoch [81][560/1879] lr: 9.389e-02, eta: 4 days, 20:52:49, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6652, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.2796 2021-06-22 17:33:13,585 - mmaction - INFO - Epoch [81][580/1879] lr: 9.389e-02, eta: 4 days, 20:52:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.2145 2021-06-22 17:33:58,469 - mmaction - INFO - Epoch [81][600/1879] lr: 9.389e-02, eta: 4 days, 20:51:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.2200 2021-06-22 17:34:43,316 - mmaction - INFO - Epoch [81][620/1879] lr: 9.389e-02, eta: 4 days, 20:50:34, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6738, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.2228 2021-06-22 17:35:28,077 - mmaction - INFO - Epoch [81][640/1879] lr: 9.389e-02, eta: 4 days, 20:49:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.2172 2021-06-22 17:36:12,818 - mmaction - INFO - Epoch [81][660/1879] lr: 9.389e-02, eta: 4 days, 20:49:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6828, loss_cls: 2.5400, loss: 2.5400, grad_norm: 2.1874 2021-06-22 17:36:57,736 - mmaction - INFO - Epoch [81][680/1879] lr: 9.389e-02, eta: 4 days, 20:48:19, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.1851 2021-06-22 17:37:42,565 - mmaction - INFO - Epoch [81][700/1879] lr: 9.389e-02, eta: 4 days, 20:47:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6695, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.1433 2021-06-22 17:38:27,368 - mmaction - INFO - Epoch [81][720/1879] lr: 9.389e-02, eta: 4 days, 20:46:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6727, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.2334 2021-06-22 17:39:12,107 - mmaction - INFO - Epoch [81][740/1879] lr: 9.389e-02, eta: 4 days, 20:46:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6629, loss_cls: 2.6460, loss: 2.6460, grad_norm: 2.2163 2021-06-22 17:39:56,765 - mmaction - INFO - Epoch [81][760/1879] lr: 9.389e-02, eta: 4 days, 20:45:19, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6590, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.2426 2021-06-22 17:40:41,656 - mmaction - INFO - Epoch [81][780/1879] lr: 9.389e-02, eta: 4 days, 20:44:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.3977, top5_acc: 0.6645, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.1564 2021-06-22 17:41:26,467 - mmaction - INFO - Epoch [81][800/1879] lr: 9.389e-02, eta: 4 days, 20:43:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6621, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.1907 2021-06-22 17:42:11,156 - mmaction - INFO - Epoch [81][820/1879] lr: 9.389e-02, eta: 4 days, 20:43:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6684, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.2267 2021-06-22 17:42:55,791 - mmaction - INFO - Epoch [81][840/1879] lr: 9.389e-02, eta: 4 days, 20:42:18, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3992, top5_acc: 0.6535, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.2360 2021-06-22 17:43:40,531 - mmaction - INFO - Epoch [81][860/1879] lr: 9.389e-02, eta: 4 days, 20:41:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6629, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.2002 2021-06-22 17:44:25,273 - mmaction - INFO - Epoch [81][880/1879] lr: 9.389e-02, eta: 4 days, 20:40:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6469, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.2287 2021-06-22 17:45:10,064 - mmaction - INFO - Epoch [81][900/1879] lr: 9.389e-02, eta: 4 days, 20:40:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6574, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.2202 2021-06-22 17:45:54,774 - mmaction - INFO - Epoch [81][920/1879] lr: 9.389e-02, eta: 4 days, 20:39:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6680, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.2524 2021-06-22 17:46:39,598 - mmaction - INFO - Epoch [81][940/1879] lr: 9.389e-02, eta: 4 days, 20:38:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6715, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.3096 2021-06-22 17:47:24,376 - mmaction - INFO - Epoch [81][960/1879] lr: 9.389e-02, eta: 4 days, 20:37:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3965, top5_acc: 0.6570, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2995 2021-06-22 17:48:09,033 - mmaction - INFO - Epoch [81][980/1879] lr: 9.389e-02, eta: 4 days, 20:37:02, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6781, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.2246 2021-06-22 17:48:53,695 - mmaction - INFO - Epoch [81][1000/1879] lr: 9.389e-02, eta: 4 days, 20:36:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.2033 2021-06-22 17:49:38,556 - mmaction - INFO - Epoch [81][1020/1879] lr: 9.389e-02, eta: 4 days, 20:35:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6586, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.2532 2021-06-22 17:50:23,388 - mmaction - INFO - Epoch [81][1040/1879] lr: 9.389e-02, eta: 4 days, 20:34:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6520, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.1623 2021-06-22 17:51:08,171 - mmaction - INFO - Epoch [81][1060/1879] lr: 9.389e-02, eta: 4 days, 20:34:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6652, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.1828 2021-06-22 17:51:53,020 - mmaction - INFO - Epoch [81][1080/1879] lr: 9.389e-02, eta: 4 days, 20:33:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6625, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.2245 2021-06-22 17:52:37,855 - mmaction - INFO - Epoch [81][1100/1879] lr: 9.389e-02, eta: 4 days, 20:32:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6719, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.2551 2021-06-22 17:53:22,501 - mmaction - INFO - Epoch [81][1120/1879] lr: 9.389e-02, eta: 4 days, 20:31:46, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6488, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.3136 2021-06-22 17:54:07,261 - mmaction - INFO - Epoch [81][1140/1879] lr: 9.389e-02, eta: 4 days, 20:31:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6727, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.2348 2021-06-22 17:54:51,957 - mmaction - INFO - Epoch [81][1160/1879] lr: 9.389e-02, eta: 4 days, 20:30:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3859, top5_acc: 0.6477, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.2141 2021-06-22 17:55:36,671 - mmaction - INFO - Epoch [81][1180/1879] lr: 9.389e-02, eta: 4 days, 20:29:31, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6590, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.2315 2021-06-22 17:56:21,420 - mmaction - INFO - Epoch [81][1200/1879] lr: 9.389e-02, eta: 4 days, 20:28:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6535, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2671 2021-06-22 17:57:06,249 - mmaction - INFO - Epoch [81][1220/1879] lr: 9.389e-02, eta: 4 days, 20:28:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6637, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.2190 2021-06-22 17:57:50,984 - mmaction - INFO - Epoch [81][1240/1879] lr: 9.389e-02, eta: 4 days, 20:27:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6637, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.1593 2021-06-22 17:58:35,545 - mmaction - INFO - Epoch [81][1260/1879] lr: 9.389e-02, eta: 4 days, 20:26:30, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6660, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.2470 2021-06-22 17:59:20,279 - mmaction - INFO - Epoch [81][1280/1879] lr: 9.389e-02, eta: 4 days, 20:25:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3937, top5_acc: 0.6527, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.1783 2021-06-22 18:00:05,210 - mmaction - INFO - Epoch [81][1300/1879] lr: 9.389e-02, eta: 4 days, 20:25:00, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6715, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.1836 2021-06-22 18:00:55,911 - mmaction - INFO - Epoch [81][1320/1879] lr: 9.389e-02, eta: 4 days, 20:24:22, time: 2.533, data_time: 0.013, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6492, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.1783 2021-06-22 18:01:40,757 - mmaction - INFO - Epoch [81][1340/1879] lr: 9.389e-02, eta: 4 days, 20:23:37, time: 2.254, data_time: 0.016, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6574, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.2266 2021-06-22 18:02:25,692 - mmaction - INFO - Epoch [81][1360/1879] lr: 9.389e-02, eta: 4 days, 20:22:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.3875, top5_acc: 0.6590, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.1984 2021-06-22 18:03:10,424 - mmaction - INFO - Epoch [81][1380/1879] lr: 9.389e-02, eta: 4 days, 20:22:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6629, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.2042 2021-06-22 18:03:55,217 - mmaction - INFO - Epoch [81][1400/1879] lr: 9.389e-02, eta: 4 days, 20:21:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6586, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.2454 2021-06-22 18:04:39,949 - mmaction - INFO - Epoch [81][1420/1879] lr: 9.389e-02, eta: 4 days, 20:20:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6695, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.2810 2021-06-22 18:05:24,806 - mmaction - INFO - Epoch [81][1440/1879] lr: 9.389e-02, eta: 4 days, 20:19:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6543, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.2178 2021-06-22 18:06:09,530 - mmaction - INFO - Epoch [81][1460/1879] lr: 9.389e-02, eta: 4 days, 20:19:07, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6730, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.2379 2021-06-22 18:06:54,275 - mmaction - INFO - Epoch [81][1480/1879] lr: 9.389e-02, eta: 4 days, 20:18:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6750, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.2224 2021-06-22 18:07:38,995 - mmaction - INFO - Epoch [81][1500/1879] lr: 9.389e-02, eta: 4 days, 20:17:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6684, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.2193 2021-06-22 18:08:23,839 - mmaction - INFO - Epoch [81][1520/1879] lr: 9.389e-02, eta: 4 days, 20:16:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3902, top5_acc: 0.6496, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.2078 2021-06-22 18:09:08,600 - mmaction - INFO - Epoch [81][1540/1879] lr: 9.389e-02, eta: 4 days, 20:16:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6574, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.1249 2021-06-22 18:09:53,341 - mmaction - INFO - Epoch [81][1560/1879] lr: 9.389e-02, eta: 4 days, 20:15:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6648, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.2243 2021-06-22 18:10:38,023 - mmaction - INFO - Epoch [81][1580/1879] lr: 9.389e-02, eta: 4 days, 20:14:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6648, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.2238 2021-06-22 18:11:22,787 - mmaction - INFO - Epoch [81][1600/1879] lr: 9.389e-02, eta: 4 days, 20:13:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6680, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.1914 2021-06-22 18:12:07,604 - mmaction - INFO - Epoch [81][1620/1879] lr: 9.389e-02, eta: 4 days, 20:13:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6699, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.2246 2021-06-22 18:12:52,256 - mmaction - INFO - Epoch [81][1640/1879] lr: 9.389e-02, eta: 4 days, 20:12:21, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6730, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.2190 2021-06-22 18:13:36,950 - mmaction - INFO - Epoch [81][1660/1879] lr: 9.389e-02, eta: 4 days, 20:11:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6676, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.2275 2021-06-22 18:14:21,649 - mmaction - INFO - Epoch [81][1680/1879] lr: 9.389e-02, eta: 4 days, 20:10:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6715, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.2083 2021-06-22 18:15:06,453 - mmaction - INFO - Epoch [81][1700/1879] lr: 9.389e-02, eta: 4 days, 20:10:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6656, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.2202 2021-06-22 18:15:51,353 - mmaction - INFO - Epoch [81][1720/1879] lr: 9.389e-02, eta: 4 days, 20:09:20, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.3941, top5_acc: 0.6660, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2358 2021-06-22 18:16:36,226 - mmaction - INFO - Epoch [81][1740/1879] lr: 9.389e-02, eta: 4 days, 20:08:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6672, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.2079 2021-06-22 18:17:20,907 - mmaction - INFO - Epoch [81][1760/1879] lr: 9.389e-02, eta: 4 days, 20:07:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6711, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.2380 2021-06-22 18:18:05,531 - mmaction - INFO - Epoch [81][1780/1879] lr: 9.389e-02, eta: 4 days, 20:07:05, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.3980, top5_acc: 0.6551, loss_cls: 2.6197, loss: 2.6197, grad_norm: 2.2311 2021-06-22 18:18:50,391 - mmaction - INFO - Epoch [81][1800/1879] lr: 9.389e-02, eta: 4 days, 20:06:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6488, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.2448 2021-06-22 18:19:35,114 - mmaction - INFO - Epoch [81][1820/1879] lr: 9.389e-02, eta: 4 days, 20:05:35, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6582, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.1815 2021-06-22 18:20:19,961 - mmaction - INFO - Epoch [81][1840/1879] lr: 9.389e-02, eta: 4 days, 20:04:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6684, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.1476 2021-06-22 18:21:04,685 - mmaction - INFO - Epoch [81][1860/1879] lr: 9.389e-02, eta: 4 days, 20:04:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.1412 2021-06-22 18:21:59,575 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-06-22 18:24:16,863 - mmaction - INFO - Epoch [82][20/1879] lr: 9.251e-02, eta: 4 days, 20:03:37, time: 6.847, data_time: 4.578, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6668, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.2714 2021-06-22 18:25:01,716 - mmaction - INFO - Epoch [82][40/1879] lr: 9.251e-02, eta: 4 days, 20:02:52, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.1583 2021-06-22 18:25:46,609 - mmaction - INFO - Epoch [82][60/1879] lr: 9.251e-02, eta: 4 days, 20:02:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6859, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.1837 2021-06-22 18:26:31,437 - mmaction - INFO - Epoch [82][80/1879] lr: 9.251e-02, eta: 4 days, 20:01:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6832, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.2037 2021-06-22 18:27:16,388 - mmaction - INFO - Epoch [82][100/1879] lr: 9.251e-02, eta: 4 days, 20:00:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6707, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.2494 2021-06-22 18:28:01,300 - mmaction - INFO - Epoch [82][120/1879] lr: 9.251e-02, eta: 4 days, 19:59:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6766, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.2644 2021-06-22 18:28:46,158 - mmaction - INFO - Epoch [82][140/1879] lr: 9.251e-02, eta: 4 days, 19:59:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.2635 2021-06-22 18:29:30,927 - mmaction - INFO - Epoch [82][160/1879] lr: 9.251e-02, eta: 4 days, 19:58:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6727, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.2965 2021-06-22 18:30:15,592 - mmaction - INFO - Epoch [82][180/1879] lr: 9.251e-02, eta: 4 days, 19:57:37, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6711, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.1921 2021-06-22 18:31:00,571 - mmaction - INFO - Epoch [82][200/1879] lr: 9.251e-02, eta: 4 days, 19:56:52, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6570, loss_cls: 2.6540, loss: 2.6540, grad_norm: 3.8055 2021-06-22 18:31:45,344 - mmaction - INFO - Epoch [82][220/1879] lr: 9.251e-02, eta: 4 days, 19:56:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3305, top5_acc: 0.5703, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.9374 2021-06-22 18:32:30,326 - mmaction - INFO - Epoch [82][240/1879] lr: 9.251e-02, eta: 4 days, 19:55:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.3223, top5_acc: 0.5816, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.5547 2021-06-22 18:33:15,074 - mmaction - INFO - Epoch [82][260/1879] lr: 9.251e-02, eta: 4 days, 19:54:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.4281 2021-06-22 18:33:59,735 - mmaction - INFO - Epoch [82][280/1879] lr: 9.251e-02, eta: 4 days, 19:53:52, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.3863, top5_acc: 0.6465, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.4579 2021-06-22 18:34:44,571 - mmaction - INFO - Epoch [82][300/1879] lr: 9.251e-02, eta: 4 days, 19:53:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6363, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.3081 2021-06-22 18:35:29,351 - mmaction - INFO - Epoch [82][320/1879] lr: 9.251e-02, eta: 4 days, 19:52:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3824, top5_acc: 0.6430, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.3008 2021-06-22 18:36:14,063 - mmaction - INFO - Epoch [82][340/1879] lr: 9.251e-02, eta: 4 days, 19:51:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6473, loss_cls: 2.7336, loss: 2.7336, grad_norm: 3.0187 2021-06-22 18:36:58,861 - mmaction - INFO - Epoch [82][360/1879] lr: 9.251e-02, eta: 4 days, 19:50:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3707, top5_acc: 0.6141, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.3498 2021-06-22 18:37:43,595 - mmaction - INFO - Epoch [82][380/1879] lr: 9.251e-02, eta: 4 days, 19:50:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3855, top5_acc: 0.6324, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.2952 2021-06-22 18:38:28,486 - mmaction - INFO - Epoch [82][400/1879] lr: 9.251e-02, eta: 4 days, 19:49:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6418, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.3242 2021-06-22 18:39:13,423 - mmaction - INFO - Epoch [82][420/1879] lr: 9.251e-02, eta: 4 days, 19:48:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3762, top5_acc: 0.6254, loss_cls: 2.8025, loss: 2.8025, grad_norm: 2.3264 2021-06-22 18:39:58,174 - mmaction - INFO - Epoch [82][440/1879] lr: 9.251e-02, eta: 4 days, 19:47:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6387, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.2414 2021-06-22 18:40:42,811 - mmaction - INFO - Epoch [82][460/1879] lr: 9.251e-02, eta: 4 days, 19:47:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.2477 2021-06-22 18:41:27,593 - mmaction - INFO - Epoch [82][480/1879] lr: 9.251e-02, eta: 4 days, 19:46:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3820, top5_acc: 0.6504, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.2351 2021-06-22 18:42:12,393 - mmaction - INFO - Epoch [82][500/1879] lr: 9.251e-02, eta: 4 days, 19:45:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6543, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.2124 2021-06-22 18:42:57,106 - mmaction - INFO - Epoch [82][520/1879] lr: 9.251e-02, eta: 4 days, 19:44:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.1742 2021-06-22 18:43:41,836 - mmaction - INFO - Epoch [82][540/1879] lr: 9.251e-02, eta: 4 days, 19:44:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6340, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.1790 2021-06-22 18:44:26,556 - mmaction - INFO - Epoch [82][560/1879] lr: 9.251e-02, eta: 4 days, 19:43:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6598, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.2712 2021-06-22 18:45:11,326 - mmaction - INFO - Epoch [82][580/1879] lr: 9.251e-02, eta: 4 days, 19:42:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.2529 2021-06-22 18:45:56,112 - mmaction - INFO - Epoch [82][600/1879] lr: 9.251e-02, eta: 4 days, 19:41:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.2044 2021-06-22 18:46:40,838 - mmaction - INFO - Epoch [82][620/1879] lr: 9.251e-02, eta: 4 days, 19:41:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6699, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.1787 2021-06-22 18:47:25,564 - mmaction - INFO - Epoch [82][640/1879] lr: 9.251e-02, eta: 4 days, 19:40:20, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.3961, top5_acc: 0.6512, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.2189 2021-06-22 18:48:10,318 - mmaction - INFO - Epoch [82][660/1879] lr: 9.251e-02, eta: 4 days, 19:39:35, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6668, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.2219 2021-06-22 18:48:55,126 - mmaction - INFO - Epoch [82][680/1879] lr: 9.251e-02, eta: 4 days, 19:38:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2456 2021-06-22 18:49:39,776 - mmaction - INFO - Epoch [82][700/1879] lr: 9.251e-02, eta: 4 days, 19:38:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.2647 2021-06-22 18:50:24,490 - mmaction - INFO - Epoch [82][720/1879] lr: 9.251e-02, eta: 4 days, 19:37:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6559, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.2201 2021-06-22 18:51:09,312 - mmaction - INFO - Epoch [82][740/1879] lr: 9.251e-02, eta: 4 days, 19:36:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6496, loss_cls: 2.7050, loss: 2.7050, grad_norm: 2.2032 2021-06-22 18:51:54,109 - mmaction - INFO - Epoch [82][760/1879] lr: 9.251e-02, eta: 4 days, 19:35:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.6303, loss: 2.6303, grad_norm: 2.2178 2021-06-22 18:52:39,001 - mmaction - INFO - Epoch [82][780/1879] lr: 9.251e-02, eta: 4 days, 19:35:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6648, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.1913 2021-06-22 18:53:23,661 - mmaction - INFO - Epoch [82][800/1879] lr: 9.251e-02, eta: 4 days, 19:34:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.2242 2021-06-22 18:54:08,331 - mmaction - INFO - Epoch [82][820/1879] lr: 9.251e-02, eta: 4 days, 19:33:33, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6504, loss_cls: 2.6861, loss: 2.6861, grad_norm: 2.2484 2021-06-22 18:54:53,085 - mmaction - INFO - Epoch [82][840/1879] lr: 9.251e-02, eta: 4 days, 19:32:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3785, top5_acc: 0.6477, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.2359 2021-06-22 18:55:37,735 - mmaction - INFO - Epoch [82][860/1879] lr: 9.251e-02, eta: 4 days, 19:32:03, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6645, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.1848 2021-06-22 18:56:22,585 - mmaction - INFO - Epoch [82][880/1879] lr: 9.251e-02, eta: 4 days, 19:31:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6719, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.2578 2021-06-22 18:57:07,388 - mmaction - INFO - Epoch [82][900/1879] lr: 9.251e-02, eta: 4 days, 19:30:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6570, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.2104 2021-06-22 18:57:52,099 - mmaction - INFO - Epoch [82][920/1879] lr: 9.251e-02, eta: 4 days, 19:29:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6516, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.1520 2021-06-22 18:58:36,827 - mmaction - INFO - Epoch [82][940/1879] lr: 9.251e-02, eta: 4 days, 19:29:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6547, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.1639 2021-06-22 18:59:21,756 - mmaction - INFO - Epoch [82][960/1879] lr: 9.251e-02, eta: 4 days, 19:28:18, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4004, top5_acc: 0.6508, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.2000 2021-06-22 19:00:06,383 - mmaction - INFO - Epoch [82][980/1879] lr: 9.251e-02, eta: 4 days, 19:27:32, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.2065 2021-06-22 19:00:51,107 - mmaction - INFO - Epoch [82][1000/1879] lr: 9.251e-02, eta: 4 days, 19:26:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6547, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.2353 2021-06-22 19:01:35,831 - mmaction - INFO - Epoch [82][1020/1879] lr: 9.251e-02, eta: 4 days, 19:26:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6574, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.2140 2021-06-22 19:02:20,638 - mmaction - INFO - Epoch [82][1040/1879] lr: 9.251e-02, eta: 4 days, 19:25:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6324, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.1573 2021-06-22 19:03:05,331 - mmaction - INFO - Epoch [82][1060/1879] lr: 9.251e-02, eta: 4 days, 19:24:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6656, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.1924 2021-06-22 19:03:50,072 - mmaction - INFO - Epoch [82][1080/1879] lr: 9.251e-02, eta: 4 days, 19:23:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.1556 2021-06-22 19:04:34,682 - mmaction - INFO - Epoch [82][1100/1879] lr: 9.251e-02, eta: 4 days, 19:23:01, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.1813 2021-06-22 19:05:19,396 - mmaction - INFO - Epoch [82][1120/1879] lr: 9.251e-02, eta: 4 days, 19:22:16, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3934, top5_acc: 0.6594, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.2448 2021-06-22 19:06:04,268 - mmaction - INFO - Epoch [82][1140/1879] lr: 9.251e-02, eta: 4 days, 19:21:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6863, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.1949 2021-06-22 19:06:49,122 - mmaction - INFO - Epoch [82][1160/1879] lr: 9.251e-02, eta: 4 days, 19:20:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.1372 2021-06-22 19:07:33,807 - mmaction - INFO - Epoch [82][1180/1879] lr: 9.251e-02, eta: 4 days, 19:20:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6566, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.2014 2021-06-22 19:08:18,652 - mmaction - INFO - Epoch [82][1200/1879] lr: 9.251e-02, eta: 4 days, 19:19:16, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6633, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.1801 2021-06-22 19:09:03,363 - mmaction - INFO - Epoch [82][1220/1879] lr: 9.251e-02, eta: 4 days, 19:18:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.5270 2021-06-22 19:09:48,039 - mmaction - INFO - Epoch [82][1240/1879] lr: 9.251e-02, eta: 4 days, 19:17:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.3291 2021-06-22 19:10:32,713 - mmaction - INFO - Epoch [82][1260/1879] lr: 9.251e-02, eta: 4 days, 19:17:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3895, top5_acc: 0.6672, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.2768 2021-06-22 19:11:17,392 - mmaction - INFO - Epoch [82][1280/1879] lr: 9.251e-02, eta: 4 days, 19:16:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6770, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.2194 2021-06-22 19:12:02,193 - mmaction - INFO - Epoch [82][1300/1879] lr: 9.251e-02, eta: 4 days, 19:15:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6559, loss_cls: 2.6122, loss: 2.6122, grad_norm: 2.3267 2021-06-22 19:12:46,815 - mmaction - INFO - Epoch [82][1320/1879] lr: 9.251e-02, eta: 4 days, 19:14:45, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6586, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.2086 2021-06-22 19:13:31,518 - mmaction - INFO - Epoch [82][1340/1879] lr: 9.251e-02, eta: 4 days, 19:14:00, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6715, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.1807 2021-06-22 19:14:16,185 - mmaction - INFO - Epoch [82][1360/1879] lr: 9.251e-02, eta: 4 days, 19:13:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6559, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.2272 2021-06-22 19:15:00,934 - mmaction - INFO - Epoch [82][1380/1879] lr: 9.251e-02, eta: 4 days, 19:12:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6520, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.2360 2021-06-22 19:15:45,674 - mmaction - INFO - Epoch [82][1400/1879] lr: 9.251e-02, eta: 4 days, 19:11:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6535, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2030 2021-06-22 19:16:30,466 - mmaction - INFO - Epoch [82][1420/1879] lr: 9.251e-02, eta: 4 days, 19:10:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6805, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.2087 2021-06-22 19:17:15,209 - mmaction - INFO - Epoch [82][1440/1879] lr: 9.251e-02, eta: 4 days, 19:10:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6672, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.1954 2021-06-22 19:17:59,975 - mmaction - INFO - Epoch [82][1460/1879] lr: 9.251e-02, eta: 4 days, 19:09:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6652, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.1838 2021-06-22 19:18:44,743 - mmaction - INFO - Epoch [82][1480/1879] lr: 9.251e-02, eta: 4 days, 19:08:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6652, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.1327 2021-06-22 19:19:29,457 - mmaction - INFO - Epoch [82][1500/1879] lr: 9.251e-02, eta: 4 days, 19:07:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.1827 2021-06-22 19:20:14,292 - mmaction - INFO - Epoch [82][1520/1879] lr: 9.251e-02, eta: 4 days, 19:07:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.1805 2021-06-22 19:20:59,114 - mmaction - INFO - Epoch [82][1540/1879] lr: 9.251e-02, eta: 4 days, 19:06:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6648, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.1528 2021-06-22 19:21:43,839 - mmaction - INFO - Epoch [82][1560/1879] lr: 9.251e-02, eta: 4 days, 19:05:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1669 2021-06-22 19:22:28,687 - mmaction - INFO - Epoch [82][1580/1879] lr: 9.251e-02, eta: 4 days, 19:04:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6598, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.1900 2021-06-22 19:23:13,375 - mmaction - INFO - Epoch [82][1600/1879] lr: 9.251e-02, eta: 4 days, 19:04:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.3926, top5_acc: 0.6594, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.2461 2021-06-22 19:23:58,173 - mmaction - INFO - Epoch [82][1620/1879] lr: 9.251e-02, eta: 4 days, 19:03:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6551, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.1246 2021-06-22 19:24:42,891 - mmaction - INFO - Epoch [82][1640/1879] lr: 9.251e-02, eta: 4 days, 19:02:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.2775 2021-06-22 19:25:27,683 - mmaction - INFO - Epoch [82][1660/1879] lr: 9.251e-02, eta: 4 days, 19:01:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3840, top5_acc: 0.6531, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.1907 2021-06-22 19:26:12,581 - mmaction - INFO - Epoch [82][1680/1879] lr: 9.251e-02, eta: 4 days, 19:01:13, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6598, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.1476 2021-06-22 19:26:57,335 - mmaction - INFO - Epoch [82][1700/1879] lr: 9.251e-02, eta: 4 days, 19:00:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6676, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.2017 2021-06-22 19:27:42,237 - mmaction - INFO - Epoch [82][1720/1879] lr: 9.251e-02, eta: 4 days, 18:59:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.3070 2021-06-22 19:28:26,932 - mmaction - INFO - Epoch [82][1740/1879] lr: 9.251e-02, eta: 4 days, 18:58:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6617, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2719 2021-06-22 19:29:11,664 - mmaction - INFO - Epoch [82][1760/1879] lr: 9.251e-02, eta: 4 days, 18:58:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6652, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.2530 2021-06-22 19:29:56,428 - mmaction - INFO - Epoch [82][1780/1879] lr: 9.251e-02, eta: 4 days, 18:57:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6695, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.2025 2021-06-22 19:30:41,191 - mmaction - INFO - Epoch [82][1800/1879] lr: 9.251e-02, eta: 4 days, 18:56:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6652, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.2041 2021-06-22 19:31:25,899 - mmaction - INFO - Epoch [82][1820/1879] lr: 9.251e-02, eta: 4 days, 18:55:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6598, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.2164 2021-06-22 19:32:10,727 - mmaction - INFO - Epoch [82][1840/1879] lr: 9.251e-02, eta: 4 days, 18:55:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.2146 2021-06-22 19:32:55,532 - mmaction - INFO - Epoch [82][1860/1879] lr: 9.251e-02, eta: 4 days, 18:54:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6652, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.2372 2021-06-22 19:33:38,592 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-06-22 19:35:07,277 - mmaction - INFO - Epoch [83][20/1879] lr: 9.113e-02, eta: 4 days, 18:53:00, time: 4.423, data_time: 2.102, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6883, loss_cls: 2.5480, loss: 2.5480, grad_norm: 2.2107 2021-06-22 19:35:52,115 - mmaction - INFO - Epoch [83][40/1879] lr: 9.113e-02, eta: 4 days, 18:52:15, time: 2.242, data_time: 0.004, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6555, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.2282 2021-06-22 19:36:37,006 - mmaction - INFO - Epoch [83][60/1879] lr: 9.113e-02, eta: 4 days, 18:51:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6582, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.2763 2021-06-22 19:37:21,814 - mmaction - INFO - Epoch [83][80/1879] lr: 9.113e-02, eta: 4 days, 18:50:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6727, loss_cls: 2.5818, loss: 2.5818, grad_norm: 2.1521 2021-06-22 19:38:06,634 - mmaction - INFO - Epoch [83][100/1879] lr: 9.113e-02, eta: 4 days, 18:50:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.1254 2021-06-22 19:38:51,500 - mmaction - INFO - Epoch [83][120/1879] lr: 9.113e-02, eta: 4 days, 18:49:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6813, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.1413 2021-06-22 19:39:36,350 - mmaction - INFO - Epoch [83][140/1879] lr: 9.113e-02, eta: 4 days, 18:48:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6773, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.2030 2021-06-22 19:40:21,147 - mmaction - INFO - Epoch [83][160/1879] lr: 9.113e-02, eta: 4 days, 18:47:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.2058 2021-06-22 19:41:05,985 - mmaction - INFO - Epoch [83][180/1879] lr: 9.113e-02, eta: 4 days, 18:47:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6645, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.2920 2021-06-22 19:41:50,713 - mmaction - INFO - Epoch [83][200/1879] lr: 9.113e-02, eta: 4 days, 18:46:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6840, loss_cls: 2.5354, loss: 2.5354, grad_norm: 2.1684 2021-06-22 19:42:35,596 - mmaction - INFO - Epoch [83][220/1879] lr: 9.113e-02, eta: 4 days, 18:45:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6809, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.1519 2021-06-22 19:43:20,435 - mmaction - INFO - Epoch [83][240/1879] lr: 9.113e-02, eta: 4 days, 18:44:45, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.2032 2021-06-22 19:44:05,059 - mmaction - INFO - Epoch [83][260/1879] lr: 9.113e-02, eta: 4 days, 18:43:59, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6754, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.1299 2021-06-22 19:44:49,857 - mmaction - INFO - Epoch [83][280/1879] lr: 9.113e-02, eta: 4 days, 18:43:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6770, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.1595 2021-06-22 19:45:34,537 - mmaction - INFO - Epoch [83][300/1879] lr: 9.113e-02, eta: 4 days, 18:42:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6746, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.2322 2021-06-22 19:46:19,329 - mmaction - INFO - Epoch [83][320/1879] lr: 9.113e-02, eta: 4 days, 18:41:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6629, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3245 2021-06-22 19:47:04,149 - mmaction - INFO - Epoch [83][340/1879] lr: 9.113e-02, eta: 4 days, 18:40:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6871, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.2674 2021-06-22 19:47:49,004 - mmaction - INFO - Epoch [83][360/1879] lr: 9.113e-02, eta: 4 days, 18:40:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.2745 2021-06-22 19:48:33,821 - mmaction - INFO - Epoch [83][380/1879] lr: 9.113e-02, eta: 4 days, 18:39:29, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.3879, top5_acc: 0.6473, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.1811 2021-06-22 19:49:18,454 - mmaction - INFO - Epoch [83][400/1879] lr: 9.113e-02, eta: 4 days, 18:38:44, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6629, loss_cls: 2.5945, loss: 2.5945, grad_norm: 2.1655 2021-06-22 19:50:03,122 - mmaction - INFO - Epoch [83][420/1879] lr: 9.113e-02, eta: 4 days, 18:37:58, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6084, loss: 2.6084, grad_norm: 2.2366 2021-06-22 19:50:47,772 - mmaction - INFO - Epoch [83][440/1879] lr: 9.113e-02, eta: 4 days, 18:37:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.2214 2021-06-22 19:51:32,566 - mmaction - INFO - Epoch [83][460/1879] lr: 9.113e-02, eta: 4 days, 18:36:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.1926 2021-06-22 19:52:17,422 - mmaction - INFO - Epoch [83][480/1879] lr: 9.113e-02, eta: 4 days, 18:35:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6707, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.1762 2021-06-22 19:53:02,243 - mmaction - INFO - Epoch [83][500/1879] lr: 9.113e-02, eta: 4 days, 18:34:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6551, loss_cls: 2.6594, loss: 2.6594, grad_norm: 2.2715 2021-06-22 19:53:46,968 - mmaction - INFO - Epoch [83][520/1879] lr: 9.113e-02, eta: 4 days, 18:34:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.2491 2021-06-22 19:54:31,699 - mmaction - INFO - Epoch [83][540/1879] lr: 9.113e-02, eta: 4 days, 18:33:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6629, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.2273 2021-06-22 19:55:16,441 - mmaction - INFO - Epoch [83][560/1879] lr: 9.113e-02, eta: 4 days, 18:32:43, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6559, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.1672 2021-06-22 19:56:01,177 - mmaction - INFO - Epoch [83][580/1879] lr: 9.113e-02, eta: 4 days, 18:31:57, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6676, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.2625 2021-06-22 19:56:45,979 - mmaction - INFO - Epoch [83][600/1879] lr: 9.113e-02, eta: 4 days, 18:31:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6742, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.2163 2021-06-22 19:57:30,723 - mmaction - INFO - Epoch [83][620/1879] lr: 9.113e-02, eta: 4 days, 18:30:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.2200 2021-06-22 19:58:15,356 - mmaction - INFO - Epoch [83][640/1879] lr: 9.113e-02, eta: 4 days, 18:29:42, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6762, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.1790 2021-06-22 19:59:00,163 - mmaction - INFO - Epoch [83][660/1879] lr: 9.113e-02, eta: 4 days, 18:28:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6613, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.2121 2021-06-22 19:59:44,867 - mmaction - INFO - Epoch [83][680/1879] lr: 9.113e-02, eta: 4 days, 18:28:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.1946 2021-06-22 20:00:29,541 - mmaction - INFO - Epoch [83][700/1879] lr: 9.113e-02, eta: 4 days, 18:27:26, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6668, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.1752 2021-06-22 20:01:14,249 - mmaction - INFO - Epoch [83][720/1879] lr: 9.113e-02, eta: 4 days, 18:26:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6520, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.2308 2021-06-22 20:01:58,895 - mmaction - INFO - Epoch [83][740/1879] lr: 9.113e-02, eta: 4 days, 18:25:56, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2768 2021-06-22 20:02:43,671 - mmaction - INFO - Epoch [83][760/1879] lr: 9.113e-02, eta: 4 days, 18:25:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6441, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.2414 2021-06-22 20:03:28,468 - mmaction - INFO - Epoch [83][780/1879] lr: 9.113e-02, eta: 4 days, 18:24:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6543, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.1761 2021-06-22 20:04:13,391 - mmaction - INFO - Epoch [83][800/1879] lr: 9.113e-02, eta: 4 days, 18:23:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6656, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.1913 2021-06-22 20:04:58,181 - mmaction - INFO - Epoch [83][820/1879] lr: 9.113e-02, eta: 4 days, 18:22:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6738, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.2013 2021-06-22 20:05:43,006 - mmaction - INFO - Epoch [83][840/1879] lr: 9.113e-02, eta: 4 days, 18:22:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6727, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.1959 2021-06-22 20:06:27,809 - mmaction - INFO - Epoch [83][860/1879] lr: 9.113e-02, eta: 4 days, 18:21:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6785, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.1586 2021-06-22 20:07:12,486 - mmaction - INFO - Epoch [83][880/1879] lr: 9.113e-02, eta: 4 days, 18:20:41, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6715, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.2146 2021-06-22 20:07:57,128 - mmaction - INFO - Epoch [83][900/1879] lr: 9.113e-02, eta: 4 days, 18:19:55, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6777, loss_cls: 2.5549, loss: 2.5549, grad_norm: 2.2805 2021-06-22 20:08:41,877 - mmaction - INFO - Epoch [83][920/1879] lr: 9.113e-02, eta: 4 days, 18:19:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.1712 2021-06-22 20:09:26,519 - mmaction - INFO - Epoch [83][940/1879] lr: 9.113e-02, eta: 4 days, 18:18:25, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.2145 2021-06-22 20:10:11,082 - mmaction - INFO - Epoch [83][960/1879] lr: 9.113e-02, eta: 4 days, 18:17:40, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6676, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.3409 2021-06-22 20:10:55,909 - mmaction - INFO - Epoch [83][980/1879] lr: 9.113e-02, eta: 4 days, 18:16:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6770, loss_cls: 2.5857, loss: 2.5857, grad_norm: 2.1991 2021-06-22 20:11:40,708 - mmaction - INFO - Epoch [83][1000/1879] lr: 9.113e-02, eta: 4 days, 18:16:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6598, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.2194 2021-06-22 20:12:25,483 - mmaction - INFO - Epoch [83][1020/1879] lr: 9.113e-02, eta: 4 days, 18:15:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6516, loss_cls: 2.6678, loss: 2.6678, grad_norm: 2.2457 2021-06-22 20:13:10,303 - mmaction - INFO - Epoch [83][1040/1879] lr: 9.113e-02, eta: 4 days, 18:14:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6656, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.1409 2021-06-22 20:13:55,181 - mmaction - INFO - Epoch [83][1060/1879] lr: 9.113e-02, eta: 4 days, 18:13:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.2231 2021-06-22 20:14:40,077 - mmaction - INFO - Epoch [83][1080/1879] lr: 9.113e-02, eta: 4 days, 18:13:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6715, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.2097 2021-06-22 20:15:24,884 - mmaction - INFO - Epoch [83][1100/1879] lr: 9.113e-02, eta: 4 days, 18:12:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6621, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.2753 2021-06-22 20:16:09,503 - mmaction - INFO - Epoch [83][1120/1879] lr: 9.113e-02, eta: 4 days, 18:11:39, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6594, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.2487 2021-06-22 20:16:54,358 - mmaction - INFO - Epoch [83][1140/1879] lr: 9.113e-02, eta: 4 days, 18:10:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6785, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.1327 2021-06-22 20:17:39,136 - mmaction - INFO - Epoch [83][1160/1879] lr: 9.113e-02, eta: 4 days, 18:10:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6793, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.1838 2021-06-22 20:18:23,936 - mmaction - INFO - Epoch [83][1180/1879] lr: 9.113e-02, eta: 4 days, 18:09:24, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6754, loss_cls: 2.5920, loss: 2.5920, grad_norm: 2.2723 2021-06-22 20:19:08,679 - mmaction - INFO - Epoch [83][1200/1879] lr: 9.113e-02, eta: 4 days, 18:08:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6734, loss_cls: 2.5993, loss: 2.5993, grad_norm: 2.2852 2021-06-22 20:19:53,432 - mmaction - INFO - Epoch [83][1220/1879] lr: 9.113e-02, eta: 4 days, 18:07:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6797, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.2467 2021-06-22 20:20:38,289 - mmaction - INFO - Epoch [83][1240/1879] lr: 9.113e-02, eta: 4 days, 18:07:09, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6605, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.2337 2021-06-22 20:21:23,111 - mmaction - INFO - Epoch [83][1260/1879] lr: 9.113e-02, eta: 4 days, 18:06:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.2070 2021-06-22 20:22:07,969 - mmaction - INFO - Epoch [83][1280/1879] lr: 9.113e-02, eta: 4 days, 18:05:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6504, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2136 2021-06-22 20:22:52,833 - mmaction - INFO - Epoch [83][1300/1879] lr: 9.113e-02, eta: 4 days, 18:04:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6781, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.1696 2021-06-22 20:23:37,613 - mmaction - INFO - Epoch [83][1320/1879] lr: 9.113e-02, eta: 4 days, 18:04:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6621, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.2281 2021-06-22 20:24:22,414 - mmaction - INFO - Epoch [83][1340/1879] lr: 9.113e-02, eta: 4 days, 18:03:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6566, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.1804 2021-06-22 20:25:07,175 - mmaction - INFO - Epoch [83][1360/1879] lr: 9.113e-02, eta: 4 days, 18:02:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.1581 2021-06-22 20:25:51,885 - mmaction - INFO - Epoch [83][1380/1879] lr: 9.113e-02, eta: 4 days, 18:01:53, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6730, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.2198 2021-06-22 20:26:36,504 - mmaction - INFO - Epoch [83][1400/1879] lr: 9.113e-02, eta: 4 days, 18:01:08, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6719, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.2046 2021-06-22 20:27:21,261 - mmaction - INFO - Epoch [83][1420/1879] lr: 9.113e-02, eta: 4 days, 18:00:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6672, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.2033 2021-06-22 20:28:06,189 - mmaction - INFO - Epoch [83][1440/1879] lr: 9.113e-02, eta: 4 days, 17:59:38, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6727, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.1428 2021-06-22 20:28:50,967 - mmaction - INFO - Epoch [83][1460/1879] lr: 9.113e-02, eta: 4 days, 17:58:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6660, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.1518 2021-06-22 20:29:35,740 - mmaction - INFO - Epoch [83][1480/1879] lr: 9.113e-02, eta: 4 days, 17:58:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6719, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.2499 2021-06-22 20:30:20,433 - mmaction - INFO - Epoch [83][1500/1879] lr: 9.113e-02, eta: 4 days, 17:57:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6703, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.2469 2021-06-22 20:31:05,145 - mmaction - INFO - Epoch [83][1520/1879] lr: 9.113e-02, eta: 4 days, 17:56:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6547, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.2152 2021-06-22 20:31:50,020 - mmaction - INFO - Epoch [83][1540/1879] lr: 9.113e-02, eta: 4 days, 17:55:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6555, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.3024 2021-06-22 20:32:34,742 - mmaction - INFO - Epoch [83][1560/1879] lr: 9.113e-02, eta: 4 days, 17:55:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6621, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.2248 2021-06-22 20:33:19,573 - mmaction - INFO - Epoch [83][1580/1879] lr: 9.113e-02, eta: 4 days, 17:54:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.2920 2021-06-22 20:34:04,299 - mmaction - INFO - Epoch [83][1600/1879] lr: 9.113e-02, eta: 4 days, 17:53:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6512, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.2529 2021-06-22 20:34:49,004 - mmaction - INFO - Epoch [83][1620/1879] lr: 9.113e-02, eta: 4 days, 17:52:52, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6633, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.2041 2021-06-22 20:35:33,775 - mmaction - INFO - Epoch [83][1640/1879] lr: 9.113e-02, eta: 4 days, 17:52:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6762, loss_cls: 2.5682, loss: 2.5682, grad_norm: 2.1415 2021-06-22 20:36:18,523 - mmaction - INFO - Epoch [83][1660/1879] lr: 9.113e-02, eta: 4 days, 17:51:22, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6547, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.2688 2021-06-22 20:37:03,422 - mmaction - INFO - Epoch [83][1680/1879] lr: 9.113e-02, eta: 4 days, 17:50:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6613, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.1820 2021-06-22 20:37:48,239 - mmaction - INFO - Epoch [83][1700/1879] lr: 9.113e-02, eta: 4 days, 17:49:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6801, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.1924 2021-06-22 20:38:33,073 - mmaction - INFO - Epoch [83][1720/1879] lr: 9.113e-02, eta: 4 days, 17:49:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6648, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.2027 2021-06-22 20:39:17,878 - mmaction - INFO - Epoch [83][1740/1879] lr: 9.113e-02, eta: 4 days, 17:48:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.2058 2021-06-22 20:40:02,558 - mmaction - INFO - Epoch [83][1760/1879] lr: 9.113e-02, eta: 4 days, 17:47:36, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6555, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.2903 2021-06-22 20:40:47,377 - mmaction - INFO - Epoch [83][1780/1879] lr: 9.113e-02, eta: 4 days, 17:46:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6508, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.2543 2021-06-22 20:41:32,092 - mmaction - INFO - Epoch [83][1800/1879] lr: 9.113e-02, eta: 4 days, 17:46:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6613, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.1970 2021-06-22 20:42:16,845 - mmaction - INFO - Epoch [83][1820/1879] lr: 9.113e-02, eta: 4 days, 17:45:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6574, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.2270 2021-06-22 20:43:01,521 - mmaction - INFO - Epoch [83][1840/1879] lr: 9.113e-02, eta: 4 days, 17:44:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6664, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.1666 2021-06-22 20:43:46,271 - mmaction - INFO - Epoch [83][1860/1879] lr: 9.113e-02, eta: 4 days, 17:43:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6570, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.2462 2021-06-22 20:44:29,371 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-06-22 20:45:57,613 - mmaction - INFO - Epoch [84][20/1879] lr: 8.975e-02, eta: 4 days, 17:42:23, time: 4.385, data_time: 2.072, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.6050, loss: 2.6050, grad_norm: 2.3215 2021-06-22 20:46:42,659 - mmaction - INFO - Epoch [84][40/1879] lr: 8.975e-02, eta: 4 days, 17:41:38, time: 2.252, data_time: 0.004, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.2535 2021-06-22 20:47:27,506 - mmaction - INFO - Epoch [84][60/1879] lr: 8.975e-02, eta: 4 days, 17:40:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.2431 2021-06-22 20:48:12,337 - mmaction - INFO - Epoch [84][80/1879] lr: 8.975e-02, eta: 4 days, 17:40:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6957, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.2032 2021-06-22 20:48:57,187 - mmaction - INFO - Epoch [84][100/1879] lr: 8.975e-02, eta: 4 days, 17:39:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6855, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.2708 2021-06-22 20:49:42,106 - mmaction - INFO - Epoch [84][120/1879] lr: 8.975e-02, eta: 4 days, 17:38:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6793, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.2805 2021-06-22 20:50:26,967 - mmaction - INFO - Epoch [84][140/1879] lr: 8.975e-02, eta: 4 days, 17:37:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6758, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.2658 2021-06-22 20:51:11,696 - mmaction - INFO - Epoch [84][160/1879] lr: 8.975e-02, eta: 4 days, 17:37:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6676, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.2335 2021-06-22 20:51:56,574 - mmaction - INFO - Epoch [84][180/1879] lr: 8.975e-02, eta: 4 days, 17:36:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6719, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.2738 2021-06-22 20:52:41,428 - mmaction - INFO - Epoch [84][200/1879] lr: 8.975e-02, eta: 4 days, 17:35:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6715, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.2827 2021-06-22 20:53:26,327 - mmaction - INFO - Epoch [84][220/1879] lr: 8.975e-02, eta: 4 days, 17:34:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6660, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.1804 2021-06-22 20:54:11,127 - mmaction - INFO - Epoch [84][240/1879] lr: 8.975e-02, eta: 4 days, 17:34:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6680, loss_cls: 2.5899, loss: 2.5899, grad_norm: 2.2695 2021-06-22 20:54:55,905 - mmaction - INFO - Epoch [84][260/1879] lr: 8.975e-02, eta: 4 days, 17:33:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6859, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.2148 2021-06-22 20:55:40,651 - mmaction - INFO - Epoch [84][280/1879] lr: 8.975e-02, eta: 4 days, 17:32:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6684, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.2850 2021-06-22 20:56:25,517 - mmaction - INFO - Epoch [84][300/1879] lr: 8.975e-02, eta: 4 days, 17:31:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3918, top5_acc: 0.6648, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.2639 2021-06-22 20:57:10,340 - mmaction - INFO - Epoch [84][320/1879] lr: 8.975e-02, eta: 4 days, 17:31:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6645, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.2583 2021-06-22 20:57:55,151 - mmaction - INFO - Epoch [84][340/1879] lr: 8.975e-02, eta: 4 days, 17:30:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6695, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.2022 2021-06-22 20:58:39,946 - mmaction - INFO - Epoch [84][360/1879] lr: 8.975e-02, eta: 4 days, 17:29:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6582, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.1591 2021-06-22 20:59:24,710 - mmaction - INFO - Epoch [84][380/1879] lr: 8.975e-02, eta: 4 days, 17:28:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6680, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.2088 2021-06-22 21:00:09,403 - mmaction - INFO - Epoch [84][400/1879] lr: 8.975e-02, eta: 4 days, 17:28:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6762, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.2896 2021-06-22 21:00:54,299 - mmaction - INFO - Epoch [84][420/1879] lr: 8.975e-02, eta: 4 days, 17:27:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6621, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.2895 2021-06-22 21:01:38,943 - mmaction - INFO - Epoch [84][440/1879] lr: 8.975e-02, eta: 4 days, 17:26:37, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6551, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.2309 2021-06-22 21:02:23,801 - mmaction - INFO - Epoch [84][460/1879] lr: 8.975e-02, eta: 4 days, 17:25:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6687, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.3009 2021-06-22 21:03:08,602 - mmaction - INFO - Epoch [84][480/1879] lr: 8.975e-02, eta: 4 days, 17:25:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6605, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.1986 2021-06-22 21:03:53,312 - mmaction - INFO - Epoch [84][500/1879] lr: 8.975e-02, eta: 4 days, 17:24:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.2341 2021-06-22 21:04:38,213 - mmaction - INFO - Epoch [84][520/1879] lr: 8.975e-02, eta: 4 days, 17:23:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6703, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.3233 2021-06-22 21:05:23,003 - mmaction - INFO - Epoch [84][540/1879] lr: 8.975e-02, eta: 4 days, 17:22:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6832, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.2043 2021-06-22 21:06:07,817 - mmaction - INFO - Epoch [84][560/1879] lr: 8.975e-02, eta: 4 days, 17:22:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6586, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.1784 2021-06-22 21:06:52,689 - mmaction - INFO - Epoch [84][580/1879] lr: 8.975e-02, eta: 4 days, 17:21:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6676, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.1900 2021-06-22 21:07:37,490 - mmaction - INFO - Epoch [84][600/1879] lr: 8.975e-02, eta: 4 days, 17:20:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.2046 2021-06-22 21:08:22,113 - mmaction - INFO - Epoch [84][620/1879] lr: 8.975e-02, eta: 4 days, 17:19:52, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6793, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.2220 2021-06-22 21:09:06,909 - mmaction - INFO - Epoch [84][640/1879] lr: 8.975e-02, eta: 4 days, 17:19:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6656, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.2754 2021-06-22 21:09:51,892 - mmaction - INFO - Epoch [84][660/1879] lr: 8.975e-02, eta: 4 days, 17:18:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6703, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.2186 2021-06-22 21:10:36,651 - mmaction - INFO - Epoch [84][680/1879] lr: 8.975e-02, eta: 4 days, 17:17:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.3957, top5_acc: 0.6574, loss_cls: 2.6685, loss: 2.6685, grad_norm: 2.2479 2021-06-22 21:11:21,346 - mmaction - INFO - Epoch [84][700/1879] lr: 8.975e-02, eta: 4 days, 17:16:51, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6723, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.1576 2021-06-22 21:12:06,222 - mmaction - INFO - Epoch [84][720/1879] lr: 8.975e-02, eta: 4 days, 17:16:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6750, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.2640 2021-06-22 21:12:50,887 - mmaction - INFO - Epoch [84][740/1879] lr: 8.975e-02, eta: 4 days, 17:15:21, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6777, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.2575 2021-06-22 21:13:35,765 - mmaction - INFO - Epoch [84][760/1879] lr: 8.975e-02, eta: 4 days, 17:14:36, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.2456 2021-06-22 21:14:20,487 - mmaction - INFO - Epoch [84][780/1879] lr: 8.975e-02, eta: 4 days, 17:13:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6789, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.2201 2021-06-22 21:15:05,277 - mmaction - INFO - Epoch [84][800/1879] lr: 8.975e-02, eta: 4 days, 17:13:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.2066 2021-06-22 21:15:50,343 - mmaction - INFO - Epoch [84][820/1879] lr: 8.975e-02, eta: 4 days, 17:12:21, time: 2.253, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6660, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.1969 2021-06-22 21:16:35,167 - mmaction - INFO - Epoch [84][840/1879] lr: 8.975e-02, eta: 4 days, 17:11:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6637, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.4172 2021-06-22 21:17:19,866 - mmaction - INFO - Epoch [84][860/1879] lr: 8.975e-02, eta: 4 days, 17:10:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.2789 2021-06-22 21:18:04,632 - mmaction - INFO - Epoch [84][880/1879] lr: 8.975e-02, eta: 4 days, 17:10:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6824, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.2157 2021-06-22 21:18:49,419 - mmaction - INFO - Epoch [84][900/1879] lr: 8.975e-02, eta: 4 days, 17:09:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6547, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.2095 2021-06-22 21:19:34,274 - mmaction - INFO - Epoch [84][920/1879] lr: 8.975e-02, eta: 4 days, 17:08:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6770, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.2055 2021-06-22 21:20:19,067 - mmaction - INFO - Epoch [84][940/1879] lr: 8.975e-02, eta: 4 days, 17:07:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.1927 2021-06-22 21:21:03,758 - mmaction - INFO - Epoch [84][960/1879] lr: 8.975e-02, eta: 4 days, 17:07:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6758, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.1657 2021-06-22 21:21:48,490 - mmaction - INFO - Epoch [84][980/1879] lr: 8.975e-02, eta: 4 days, 17:06:20, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6715, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.1867 2021-06-22 21:22:33,243 - mmaction - INFO - Epoch [84][1000/1879] lr: 8.975e-02, eta: 4 days, 17:05:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.2005 2021-06-22 21:23:18,158 - mmaction - INFO - Epoch [84][1020/1879] lr: 8.975e-02, eta: 4 days, 17:04:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6621, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.2944 2021-06-22 21:24:03,076 - mmaction - INFO - Epoch [84][1040/1879] lr: 8.975e-02, eta: 4 days, 17:04:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6684, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.2021 2021-06-22 21:24:47,785 - mmaction - INFO - Epoch [84][1060/1879] lr: 8.975e-02, eta: 4 days, 17:03:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6777, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.2283 2021-06-22 21:25:32,532 - mmaction - INFO - Epoch [84][1080/1879] lr: 8.975e-02, eta: 4 days, 17:02:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6746, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.2171 2021-06-22 21:26:17,332 - mmaction - INFO - Epoch [84][1100/1879] lr: 8.975e-02, eta: 4 days, 17:01:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6687, loss_cls: 2.6286, loss: 2.6286, grad_norm: 2.2442 2021-06-22 21:27:02,125 - mmaction - INFO - Epoch [84][1120/1879] lr: 8.975e-02, eta: 4 days, 17:01:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6770, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.2073 2021-06-22 21:27:46,839 - mmaction - INFO - Epoch [84][1140/1879] lr: 8.975e-02, eta: 4 days, 17:00:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.2223 2021-06-22 21:28:31,580 - mmaction - INFO - Epoch [84][1160/1879] lr: 8.975e-02, eta: 4 days, 16:59:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6707, loss_cls: 2.6039, loss: 2.6039, grad_norm: 2.2447 2021-06-22 21:29:16,223 - mmaction - INFO - Epoch [84][1180/1879] lr: 8.975e-02, eta: 4 days, 16:58:50, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6551, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.2709 2021-06-22 21:30:00,973 - mmaction - INFO - Epoch [84][1200/1879] lr: 8.975e-02, eta: 4 days, 16:58:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6840, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.1618 2021-06-22 21:30:45,843 - mmaction - INFO - Epoch [84][1220/1879] lr: 8.975e-02, eta: 4 days, 16:57:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6613, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.3131 2021-06-22 21:31:30,612 - mmaction - INFO - Epoch [84][1240/1879] lr: 8.975e-02, eta: 4 days, 16:56:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6758, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.2382 2021-06-22 21:32:15,439 - mmaction - INFO - Epoch [84][1260/1879] lr: 8.975e-02, eta: 4 days, 16:55:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.2115 2021-06-22 21:33:00,209 - mmaction - INFO - Epoch [84][1280/1879] lr: 8.975e-02, eta: 4 days, 16:55:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6645, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.2290 2021-06-22 21:33:44,969 - mmaction - INFO - Epoch [84][1300/1879] lr: 8.975e-02, eta: 4 days, 16:54:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6684, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.2194 2021-06-22 21:34:29,723 - mmaction - INFO - Epoch [84][1320/1879] lr: 8.975e-02, eta: 4 days, 16:53:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.2603 2021-06-22 21:35:14,587 - mmaction - INFO - Epoch [84][1340/1879] lr: 8.975e-02, eta: 4 days, 16:52:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6715, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2082 2021-06-22 21:35:59,240 - mmaction - INFO - Epoch [84][1360/1879] lr: 8.975e-02, eta: 4 days, 16:52:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.2646 2021-06-22 21:36:43,755 - mmaction - INFO - Epoch [84][1380/1879] lr: 8.975e-02, eta: 4 days, 16:51:18, time: 2.226, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.6299, loss: 2.6299, grad_norm: 2.3607 2021-06-22 21:37:28,639 - mmaction - INFO - Epoch [84][1400/1879] lr: 8.975e-02, eta: 4 days, 16:50:33, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6770, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.3184 2021-06-22 21:38:13,459 - mmaction - INFO - Epoch [84][1420/1879] lr: 8.975e-02, eta: 4 days, 16:49:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6629, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.2756 2021-06-22 21:38:58,249 - mmaction - INFO - Epoch [84][1440/1879] lr: 8.975e-02, eta: 4 days, 16:49:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6625, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.2457 2021-06-22 21:39:43,007 - mmaction - INFO - Epoch [84][1460/1879] lr: 8.975e-02, eta: 4 days, 16:48:18, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6629, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.2280 2021-06-22 21:40:27,757 - mmaction - INFO - Epoch [84][1480/1879] lr: 8.975e-02, eta: 4 days, 16:47:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6832, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.2092 2021-06-22 21:41:12,596 - mmaction - INFO - Epoch [84][1500/1879] lr: 8.975e-02, eta: 4 days, 16:46:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6680, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.1532 2021-06-22 21:41:57,403 - mmaction - INFO - Epoch [84][1520/1879] lr: 8.975e-02, eta: 4 days, 16:46:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6703, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.2629 2021-06-22 21:42:42,131 - mmaction - INFO - Epoch [84][1540/1879] lr: 8.975e-02, eta: 4 days, 16:45:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.2304 2021-06-22 21:43:26,988 - mmaction - INFO - Epoch [84][1560/1879] lr: 8.975e-02, eta: 4 days, 16:44:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2022 2021-06-22 21:44:11,733 - mmaction - INFO - Epoch [84][1580/1879] lr: 8.975e-02, eta: 4 days, 16:43:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.2235 2021-06-22 21:44:56,589 - mmaction - INFO - Epoch [84][1600/1879] lr: 8.975e-02, eta: 4 days, 16:43:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6680, loss_cls: 2.5709, loss: 2.5709, grad_norm: 2.2401 2021-06-22 21:45:41,503 - mmaction - INFO - Epoch [84][1620/1879] lr: 8.975e-02, eta: 4 days, 16:42:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6730, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.1997 2021-06-22 21:46:26,250 - mmaction - INFO - Epoch [84][1640/1879] lr: 8.975e-02, eta: 4 days, 16:41:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6719, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.2157 2021-06-22 21:47:10,970 - mmaction - INFO - Epoch [84][1660/1879] lr: 8.975e-02, eta: 4 days, 16:40:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6836, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.2029 2021-06-22 21:47:55,708 - mmaction - INFO - Epoch [84][1680/1879] lr: 8.975e-02, eta: 4 days, 16:40:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6758, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.2109 2021-06-22 21:48:40,491 - mmaction - INFO - Epoch [84][1700/1879] lr: 8.975e-02, eta: 4 days, 16:39:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6621, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.2666 2021-06-22 21:49:25,299 - mmaction - INFO - Epoch [84][1720/1879] lr: 8.975e-02, eta: 4 days, 16:38:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6613, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.2210 2021-06-22 21:50:10,195 - mmaction - INFO - Epoch [84][1740/1879] lr: 8.975e-02, eta: 4 days, 16:37:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6613, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.1838 2021-06-22 21:50:54,989 - mmaction - INFO - Epoch [84][1760/1879] lr: 8.975e-02, eta: 4 days, 16:37:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6633, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.2067 2021-06-22 21:51:39,851 - mmaction - INFO - Epoch [84][1780/1879] lr: 8.975e-02, eta: 4 days, 16:36:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6703, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.2784 2021-06-22 21:52:24,650 - mmaction - INFO - Epoch [84][1800/1879] lr: 8.975e-02, eta: 4 days, 16:35:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6719, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.2166 2021-06-22 21:53:09,296 - mmaction - INFO - Epoch [84][1820/1879] lr: 8.975e-02, eta: 4 days, 16:34:47, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6598, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2366 2021-06-22 21:53:54,060 - mmaction - INFO - Epoch [84][1840/1879] lr: 8.975e-02, eta: 4 days, 16:34:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.2258 2021-06-22 21:54:38,821 - mmaction - INFO - Epoch [84][1860/1879] lr: 8.975e-02, eta: 4 days, 16:33:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6711, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.2300 2021-06-22 21:55:21,814 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-06-22 21:56:50,446 - mmaction - INFO - Epoch [85][20/1879] lr: 8.836e-02, eta: 4 days, 16:31:49, time: 4.394, data_time: 2.143, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6836, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.2275 2021-06-22 21:57:35,397 - mmaction - INFO - Epoch [85][40/1879] lr: 8.836e-02, eta: 4 days, 16:31:05, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6895, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.2101 2021-06-22 21:58:20,212 - mmaction - INFO - Epoch [85][60/1879] lr: 8.836e-02, eta: 4 days, 16:30:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6867, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.2160 2021-06-22 21:59:05,072 - mmaction - INFO - Epoch [85][80/1879] lr: 8.836e-02, eta: 4 days, 16:29:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6832, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.2332 2021-06-22 21:59:50,103 - mmaction - INFO - Epoch [85][100/1879] lr: 8.836e-02, eta: 4 days, 16:28:50, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6871, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.2790 2021-06-22 22:00:35,062 - mmaction - INFO - Epoch [85][120/1879] lr: 8.836e-02, eta: 4 days, 16:28:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6770, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.1944 2021-06-22 22:01:19,928 - mmaction - INFO - Epoch [85][140/1879] lr: 8.836e-02, eta: 4 days, 16:27:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6816, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.2044 2021-06-22 22:02:04,716 - mmaction - INFO - Epoch [85][160/1879] lr: 8.836e-02, eta: 4 days, 16:26:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6754, loss_cls: 2.5326, loss: 2.5326, grad_norm: 2.2343 2021-06-22 22:02:49,600 - mmaction - INFO - Epoch [85][180/1879] lr: 8.836e-02, eta: 4 days, 16:25:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6699, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.2135 2021-06-22 22:03:34,396 - mmaction - INFO - Epoch [85][200/1879] lr: 8.836e-02, eta: 4 days, 16:25:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.2025 2021-06-22 22:04:19,138 - mmaction - INFO - Epoch [85][220/1879] lr: 8.836e-02, eta: 4 days, 16:24:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6801, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.2514 2021-06-22 22:05:03,989 - mmaction - INFO - Epoch [85][240/1879] lr: 8.836e-02, eta: 4 days, 16:23:35, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6676, loss_cls: 2.6114, loss: 2.6114, grad_norm: 2.1892 2021-06-22 22:05:48,789 - mmaction - INFO - Epoch [85][260/1879] lr: 8.836e-02, eta: 4 days, 16:22:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6785, loss_cls: 2.5753, loss: 2.5753, grad_norm: 2.2531 2021-06-22 22:06:33,707 - mmaction - INFO - Epoch [85][280/1879] lr: 8.836e-02, eta: 4 days, 16:22:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6711, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.3130 2021-06-22 22:07:18,469 - mmaction - INFO - Epoch [85][300/1879] lr: 8.836e-02, eta: 4 days, 16:21:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6656, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.2417 2021-06-22 22:08:03,289 - mmaction - INFO - Epoch [85][320/1879] lr: 8.836e-02, eta: 4 days, 16:20:35, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6684, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.2469 2021-06-22 22:08:48,089 - mmaction - INFO - Epoch [85][340/1879] lr: 8.836e-02, eta: 4 days, 16:19:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.2692 2021-06-22 22:09:32,911 - mmaction - INFO - Epoch [85][360/1879] lr: 8.836e-02, eta: 4 days, 16:19:04, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6785, loss_cls: 2.5312, loss: 2.5312, grad_norm: 2.2306 2021-06-22 22:10:17,676 - mmaction - INFO - Epoch [85][380/1879] lr: 8.836e-02, eta: 4 days, 16:18:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6668, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.2782 2021-06-22 22:11:02,392 - mmaction - INFO - Epoch [85][400/1879] lr: 8.836e-02, eta: 4 days, 16:17:34, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6660, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.2557 2021-06-22 22:11:47,284 - mmaction - INFO - Epoch [85][420/1879] lr: 8.836e-02, eta: 4 days, 16:16:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.2411 2021-06-22 22:12:32,016 - mmaction - INFO - Epoch [85][440/1879] lr: 8.836e-02, eta: 4 days, 16:16:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6789, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.2748 2021-06-22 22:13:16,602 - mmaction - INFO - Epoch [85][460/1879] lr: 8.836e-02, eta: 4 days, 16:15:19, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6699, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.2645 2021-06-22 22:14:01,313 - mmaction - INFO - Epoch [85][480/1879] lr: 8.836e-02, eta: 4 days, 16:14:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6551, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.2970 2021-06-22 22:14:46,016 - mmaction - INFO - Epoch [85][500/1879] lr: 8.836e-02, eta: 4 days, 16:13:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6754, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.2573 2021-06-22 22:15:30,770 - mmaction - INFO - Epoch [85][520/1879] lr: 8.836e-02, eta: 4 days, 16:13:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.2411 2021-06-22 22:16:15,497 - mmaction - INFO - Epoch [85][540/1879] lr: 8.836e-02, eta: 4 days, 16:12:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6742, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.2606 2021-06-22 22:17:00,243 - mmaction - INFO - Epoch [85][560/1879] lr: 8.836e-02, eta: 4 days, 16:11:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6590, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.2279 2021-06-22 22:17:45,082 - mmaction - INFO - Epoch [85][580/1879] lr: 8.836e-02, eta: 4 days, 16:10:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6734, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.2809 2021-06-22 22:18:29,907 - mmaction - INFO - Epoch [85][600/1879] lr: 8.836e-02, eta: 4 days, 16:10:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6691, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.3120 2021-06-22 22:19:14,728 - mmaction - INFO - Epoch [85][620/1879] lr: 8.836e-02, eta: 4 days, 16:09:18, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.2531 2021-06-22 22:19:59,665 - mmaction - INFO - Epoch [85][640/1879] lr: 8.836e-02, eta: 4 days, 16:08:33, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6562, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.2190 2021-06-22 22:20:44,346 - mmaction - INFO - Epoch [85][660/1879] lr: 8.836e-02, eta: 4 days, 16:07:48, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6691, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.1877 2021-06-22 22:21:28,960 - mmaction - INFO - Epoch [85][680/1879] lr: 8.836e-02, eta: 4 days, 16:07:03, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6770, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.2692 2021-06-22 22:22:13,800 - mmaction - INFO - Epoch [85][700/1879] lr: 8.836e-02, eta: 4 days, 16:06:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6777, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.2732 2021-06-22 22:22:58,509 - mmaction - INFO - Epoch [85][720/1879] lr: 8.836e-02, eta: 4 days, 16:05:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6586, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.2966 2021-06-22 22:23:43,235 - mmaction - INFO - Epoch [85][740/1879] lr: 8.836e-02, eta: 4 days, 16:04:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6605, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.2736 2021-06-22 22:24:27,988 - mmaction - INFO - Epoch [85][760/1879] lr: 8.836e-02, eta: 4 days, 16:04:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.1709 2021-06-22 22:25:12,745 - mmaction - INFO - Epoch [85][780/1879] lr: 8.836e-02, eta: 4 days, 16:03:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6918, loss_cls: 2.5020, loss: 2.5020, grad_norm: 2.1988 2021-06-22 22:25:57,494 - mmaction - INFO - Epoch [85][800/1879] lr: 8.836e-02, eta: 4 days, 16:02:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6805, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.2541 2021-06-22 22:26:42,324 - mmaction - INFO - Epoch [85][820/1879] lr: 8.836e-02, eta: 4 days, 16:01:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6703, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.2150 2021-06-22 22:27:27,237 - mmaction - INFO - Epoch [85][840/1879] lr: 8.836e-02, eta: 4 days, 16:01:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6668, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.2052 2021-06-22 22:28:11,965 - mmaction - INFO - Epoch [85][860/1879] lr: 8.836e-02, eta: 4 days, 16:00:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6766, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.2174 2021-06-22 22:28:56,692 - mmaction - INFO - Epoch [85][880/1879] lr: 8.836e-02, eta: 4 days, 15:59:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6730, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.2033 2021-06-22 22:29:41,411 - mmaction - INFO - Epoch [85][900/1879] lr: 8.836e-02, eta: 4 days, 15:58:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6746, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.2884 2021-06-22 22:30:26,196 - mmaction - INFO - Epoch [85][920/1879] lr: 8.836e-02, eta: 4 days, 15:58:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.2198 2021-06-22 22:31:11,102 - mmaction - INFO - Epoch [85][940/1879] lr: 8.836e-02, eta: 4 days, 15:57:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6738, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.2627 2021-06-22 22:31:56,000 - mmaction - INFO - Epoch [85][960/1879] lr: 8.836e-02, eta: 4 days, 15:56:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6887, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.1891 2021-06-22 22:32:40,779 - mmaction - INFO - Epoch [85][980/1879] lr: 8.836e-02, eta: 4 days, 15:55:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6805, loss_cls: 2.5342, loss: 2.5342, grad_norm: 2.2811 2021-06-22 22:33:25,584 - mmaction - INFO - Epoch [85][1000/1879] lr: 8.836e-02, eta: 4 days, 15:55:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.2696 2021-06-22 22:34:10,356 - mmaction - INFO - Epoch [85][1020/1879] lr: 8.836e-02, eta: 4 days, 15:54:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6660, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.2315 2021-06-22 22:34:55,153 - mmaction - INFO - Epoch [85][1040/1879] lr: 8.836e-02, eta: 4 days, 15:53:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.2242 2021-06-22 22:35:39,911 - mmaction - INFO - Epoch [85][1060/1879] lr: 8.836e-02, eta: 4 days, 15:52:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.2670 2021-06-22 22:36:24,632 - mmaction - INFO - Epoch [85][1080/1879] lr: 8.836e-02, eta: 4 days, 15:52:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.2059 2021-06-22 22:37:09,314 - mmaction - INFO - Epoch [85][1100/1879] lr: 8.836e-02, eta: 4 days, 15:51:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6816, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.2790 2021-06-22 22:37:54,237 - mmaction - INFO - Epoch [85][1120/1879] lr: 8.836e-02, eta: 4 days, 15:50:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.2132 2021-06-22 22:38:39,011 - mmaction - INFO - Epoch [85][1140/1879] lr: 8.836e-02, eta: 4 days, 15:49:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6770, loss_cls: 2.5226, loss: 2.5226, grad_norm: 2.2387 2021-06-22 22:39:23,943 - mmaction - INFO - Epoch [85][1160/1879] lr: 8.836e-02, eta: 4 days, 15:49:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6855, loss_cls: 2.5448, loss: 2.5448, grad_norm: 2.2373 2021-06-22 22:40:08,690 - mmaction - INFO - Epoch [85][1180/1879] lr: 8.836e-02, eta: 4 days, 15:48:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6687, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.2755 2021-06-22 22:40:53,500 - mmaction - INFO - Epoch [85][1200/1879] lr: 8.836e-02, eta: 4 days, 15:47:31, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6781, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.2877 2021-06-22 22:41:38,161 - mmaction - INFO - Epoch [85][1220/1879] lr: 8.836e-02, eta: 4 days, 15:46:46, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6668, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.2621 2021-06-22 22:42:22,980 - mmaction - INFO - Epoch [85][1240/1879] lr: 8.836e-02, eta: 4 days, 15:46:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6703, loss_cls: 2.6282, loss: 2.6282, grad_norm: 2.2132 2021-06-22 22:43:07,722 - mmaction - INFO - Epoch [85][1260/1879] lr: 8.836e-02, eta: 4 days, 15:45:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6695, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.2586 2021-06-22 22:43:52,373 - mmaction - INFO - Epoch [85][1280/1879] lr: 8.836e-02, eta: 4 days, 15:44:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.2371 2021-06-22 22:44:37,109 - mmaction - INFO - Epoch [85][1300/1879] lr: 8.836e-02, eta: 4 days, 15:43:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6801, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.2116 2021-06-22 22:45:21,954 - mmaction - INFO - Epoch [85][1320/1879] lr: 8.836e-02, eta: 4 days, 15:43:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.3949, top5_acc: 0.6582, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.2496 2021-06-22 22:46:06,746 - mmaction - INFO - Epoch [85][1340/1879] lr: 8.836e-02, eta: 4 days, 15:42:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.2913 2021-06-22 22:46:51,423 - mmaction - INFO - Epoch [85][1360/1879] lr: 8.836e-02, eta: 4 days, 15:41:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6773, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.2966 2021-06-22 22:47:36,179 - mmaction - INFO - Epoch [85][1380/1879] lr: 8.836e-02, eta: 4 days, 15:40:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6742, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.2462 2021-06-22 22:48:20,989 - mmaction - INFO - Epoch [85][1400/1879] lr: 8.836e-02, eta: 4 days, 15:40:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6848, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.2906 2021-06-22 22:49:05,659 - mmaction - INFO - Epoch [85][1420/1879] lr: 8.836e-02, eta: 4 days, 15:39:15, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.2566 2021-06-22 22:49:50,449 - mmaction - INFO - Epoch [85][1440/1879] lr: 8.836e-02, eta: 4 days, 15:38:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.3107 2021-06-22 22:50:35,333 - mmaction - INFO - Epoch [85][1460/1879] lr: 8.836e-02, eta: 4 days, 15:37:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6680, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.2434 2021-06-22 22:51:20,141 - mmaction - INFO - Epoch [85][1480/1879] lr: 8.836e-02, eta: 4 days, 15:36:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6699, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.2639 2021-06-22 22:52:04,936 - mmaction - INFO - Epoch [85][1500/1879] lr: 8.836e-02, eta: 4 days, 15:36:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.2697 2021-06-22 22:52:49,714 - mmaction - INFO - Epoch [85][1520/1879] lr: 8.836e-02, eta: 4 days, 15:35:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6625, loss_cls: 2.5957, loss: 2.5957, grad_norm: 2.2696 2021-06-22 22:53:34,647 - mmaction - INFO - Epoch [85][1540/1879] lr: 8.836e-02, eta: 4 days, 15:34:44, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6648, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.1921 2021-06-22 22:54:19,393 - mmaction - INFO - Epoch [85][1560/1879] lr: 8.836e-02, eta: 4 days, 15:33:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5466, loss: 2.5466, grad_norm: 2.2009 2021-06-22 22:55:04,236 - mmaction - INFO - Epoch [85][1580/1879] lr: 8.836e-02, eta: 4 days, 15:33:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6723, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.2735 2021-06-22 22:55:48,943 - mmaction - INFO - Epoch [85][1600/1879] lr: 8.836e-02, eta: 4 days, 15:32:29, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6691, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.3357 2021-06-22 22:56:33,759 - mmaction - INFO - Epoch [85][1620/1879] lr: 8.836e-02, eta: 4 days, 15:31:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6730, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.2682 2021-06-22 22:57:18,600 - mmaction - INFO - Epoch [85][1640/1879] lr: 8.836e-02, eta: 4 days, 15:30:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.2354 2021-06-22 22:58:03,263 - mmaction - INFO - Epoch [85][1660/1879] lr: 8.836e-02, eta: 4 days, 15:30:14, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6598, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.2183 2021-06-22 22:58:48,035 - mmaction - INFO - Epoch [85][1680/1879] lr: 8.836e-02, eta: 4 days, 15:29:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6805, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.3153 2021-06-22 22:59:32,944 - mmaction - INFO - Epoch [85][1700/1879] lr: 8.836e-02, eta: 4 days, 15:28:44, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6676, loss_cls: 2.5977, loss: 2.5977, grad_norm: 2.2749 2021-06-22 23:00:17,662 - mmaction - INFO - Epoch [85][1720/1879] lr: 8.836e-02, eta: 4 days, 15:27:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6715, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.2707 2021-06-22 23:01:02,386 - mmaction - INFO - Epoch [85][1740/1879] lr: 8.836e-02, eta: 4 days, 15:27:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6734, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.2615 2021-06-22 23:01:47,264 - mmaction - INFO - Epoch [85][1760/1879] lr: 8.836e-02, eta: 4 days, 15:26:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6715, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.2966 2021-06-22 23:02:31,929 - mmaction - INFO - Epoch [85][1780/1879] lr: 8.836e-02, eta: 4 days, 15:25:43, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6844, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.2956 2021-06-22 23:03:16,776 - mmaction - INFO - Epoch [85][1800/1879] lr: 8.836e-02, eta: 4 days, 15:24:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6461, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.2015 2021-06-22 23:04:01,495 - mmaction - INFO - Epoch [85][1820/1879] lr: 8.836e-02, eta: 4 days, 15:24:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4020, top5_acc: 0.6656, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.2274 2021-06-22 23:04:46,113 - mmaction - INFO - Epoch [85][1840/1879] lr: 8.836e-02, eta: 4 days, 15:23:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.2583 2021-06-22 23:05:30,891 - mmaction - INFO - Epoch [85][1860/1879] lr: 8.836e-02, eta: 4 days, 15:22:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6637, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.2578 2021-06-22 23:06:13,937 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-06-22 23:07:42,668 - mmaction - INFO - Epoch [86][20/1879] lr: 8.697e-02, eta: 4 days, 15:21:16, time: 4.403, data_time: 2.143, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6750, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.2350 2021-06-22 23:08:27,718 - mmaction - INFO - Epoch [86][40/1879] lr: 8.697e-02, eta: 4 days, 15:20:31, time: 2.253, data_time: 0.004, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.2318 2021-06-22 23:09:12,651 - mmaction - INFO - Epoch [86][60/1879] lr: 8.697e-02, eta: 4 days, 15:19:46, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6867, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.2626 2021-06-22 23:09:57,473 - mmaction - INFO - Epoch [86][80/1879] lr: 8.697e-02, eta: 4 days, 15:19:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.2700 2021-06-22 23:10:42,251 - mmaction - INFO - Epoch [86][100/1879] lr: 8.697e-02, eta: 4 days, 15:18:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6754, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.2768 2021-06-22 23:11:27,177 - mmaction - INFO - Epoch [86][120/1879] lr: 8.697e-02, eta: 4 days, 15:17:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6824, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.3355 2021-06-22 23:12:12,072 - mmaction - INFO - Epoch [86][140/1879] lr: 8.697e-02, eta: 4 days, 15:16:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6645, loss_cls: 2.6285, loss: 2.6285, grad_norm: 2.2700 2021-06-22 23:12:57,074 - mmaction - INFO - Epoch [86][160/1879] lr: 8.697e-02, eta: 4 days, 15:16:01, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6828, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.2933 2021-06-22 23:13:41,871 - mmaction - INFO - Epoch [86][180/1879] lr: 8.697e-02, eta: 4 days, 15:15:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6801, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.2791 2021-06-22 23:14:26,628 - mmaction - INFO - Epoch [86][200/1879] lr: 8.697e-02, eta: 4 days, 15:14:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6738, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.2809 2021-06-22 23:15:11,538 - mmaction - INFO - Epoch [86][220/1879] lr: 8.697e-02, eta: 4 days, 15:13:46, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6699, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.2723 2021-06-22 23:15:56,336 - mmaction - INFO - Epoch [86][240/1879] lr: 8.697e-02, eta: 4 days, 15:13:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.2672 2021-06-22 23:16:41,120 - mmaction - INFO - Epoch [86][260/1879] lr: 8.697e-02, eta: 4 days, 15:12:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6926, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.2783 2021-06-22 23:17:25,912 - mmaction - INFO - Epoch [86][280/1879] lr: 8.697e-02, eta: 4 days, 15:11:31, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6758, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3171 2021-06-22 23:18:10,832 - mmaction - INFO - Epoch [86][300/1879] lr: 8.697e-02, eta: 4 days, 15:10:46, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6762, loss_cls: 2.5487, loss: 2.5487, grad_norm: 2.2275 2021-06-22 23:18:55,771 - mmaction - INFO - Epoch [86][320/1879] lr: 8.697e-02, eta: 4 days, 15:10:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6801, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.2585 2021-06-22 23:19:40,397 - mmaction - INFO - Epoch [86][340/1879] lr: 8.697e-02, eta: 4 days, 15:09:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6801, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.2573 2021-06-22 23:20:25,271 - mmaction - INFO - Epoch [86][360/1879] lr: 8.697e-02, eta: 4 days, 15:08:31, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6742, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.2867 2021-06-22 23:21:09,978 - mmaction - INFO - Epoch [86][380/1879] lr: 8.697e-02, eta: 4 days, 15:07:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6684, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.2843 2021-06-22 23:21:54,745 - mmaction - INFO - Epoch [86][400/1879] lr: 8.697e-02, eta: 4 days, 15:07:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6785, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.2431 2021-06-22 23:22:39,563 - mmaction - INFO - Epoch [86][420/1879] lr: 8.697e-02, eta: 4 days, 15:06:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6914, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.2505 2021-06-22 23:23:24,339 - mmaction - INFO - Epoch [86][440/1879] lr: 8.697e-02, eta: 4 days, 15:05:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6715, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.2325 2021-06-22 23:24:08,995 - mmaction - INFO - Epoch [86][460/1879] lr: 8.697e-02, eta: 4 days, 15:04:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6801, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.2825 2021-06-22 23:24:53,771 - mmaction - INFO - Epoch [86][480/1879] lr: 8.697e-02, eta: 4 days, 15:04:00, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6707, loss_cls: 2.5843, loss: 2.5843, grad_norm: 2.2351 2021-06-22 23:25:38,554 - mmaction - INFO - Epoch [86][500/1879] lr: 8.697e-02, eta: 4 days, 15:03:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6629, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.2285 2021-06-22 23:26:23,474 - mmaction - INFO - Epoch [86][520/1879] lr: 8.697e-02, eta: 4 days, 15:02:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.2937 2021-06-22 23:27:08,276 - mmaction - INFO - Epoch [86][540/1879] lr: 8.697e-02, eta: 4 days, 15:01:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6621, loss_cls: 2.6125, loss: 2.6125, grad_norm: 2.2878 2021-06-22 23:27:52,911 - mmaction - INFO - Epoch [86][560/1879] lr: 8.697e-02, eta: 4 days, 15:01:00, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6699, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.1858 2021-06-22 23:28:37,699 - mmaction - INFO - Epoch [86][580/1879] lr: 8.697e-02, eta: 4 days, 15:00:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.2811 2021-06-22 23:29:22,500 - mmaction - INFO - Epoch [86][600/1879] lr: 8.697e-02, eta: 4 days, 14:59:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6789, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.2833 2021-06-22 23:30:07,149 - mmaction - INFO - Epoch [86][620/1879] lr: 8.697e-02, eta: 4 days, 14:58:45, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6770, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.2921 2021-06-22 23:30:51,860 - mmaction - INFO - Epoch [86][640/1879] lr: 8.697e-02, eta: 4 days, 14:58:00, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6887, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.2694 2021-06-22 23:31:36,694 - mmaction - INFO - Epoch [86][660/1879] lr: 8.697e-02, eta: 4 days, 14:57:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.2349 2021-06-22 23:32:21,506 - mmaction - INFO - Epoch [86][680/1879] lr: 8.697e-02, eta: 4 days, 14:56:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6699, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.1991 2021-06-22 23:33:06,362 - mmaction - INFO - Epoch [86][700/1879] lr: 8.697e-02, eta: 4 days, 14:55:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6617, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.2130 2021-06-22 23:33:51,222 - mmaction - INFO - Epoch [86][720/1879] lr: 8.697e-02, eta: 4 days, 14:55:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6871, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.3046 2021-06-22 23:34:35,978 - mmaction - INFO - Epoch [86][740/1879] lr: 8.697e-02, eta: 4 days, 14:54:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6707, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.3073 2021-06-22 23:35:20,665 - mmaction - INFO - Epoch [86][760/1879] lr: 8.697e-02, eta: 4 days, 14:53:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6832, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.2665 2021-06-22 23:36:05,443 - mmaction - INFO - Epoch [86][780/1879] lr: 8.697e-02, eta: 4 days, 14:52:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6742, loss_cls: 2.5342, loss: 2.5342, grad_norm: 2.2144 2021-06-22 23:36:50,100 - mmaction - INFO - Epoch [86][800/1879] lr: 8.697e-02, eta: 4 days, 14:51:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6754, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.2764 2021-06-22 23:37:34,942 - mmaction - INFO - Epoch [86][820/1879] lr: 8.697e-02, eta: 4 days, 14:51:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6723, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.2811 2021-06-22 23:38:19,589 - mmaction - INFO - Epoch [86][840/1879] lr: 8.697e-02, eta: 4 days, 14:50:29, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.3403 2021-06-22 23:39:04,313 - mmaction - INFO - Epoch [86][860/1879] lr: 8.697e-02, eta: 4 days, 14:49:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6883, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.2864 2021-06-22 23:39:49,018 - mmaction - INFO - Epoch [86][880/1879] lr: 8.697e-02, eta: 4 days, 14:48:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6613, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3676 2021-06-22 23:40:33,741 - mmaction - INFO - Epoch [86][900/1879] lr: 8.697e-02, eta: 4 days, 14:48:13, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5125, loss: 2.5125, grad_norm: 2.2637 2021-06-22 23:41:18,470 - mmaction - INFO - Epoch [86][920/1879] lr: 8.697e-02, eta: 4 days, 14:47:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6770, loss_cls: 2.5564, loss: 2.5564, grad_norm: 2.2572 2021-06-22 23:42:03,187 - mmaction - INFO - Epoch [86][940/1879] lr: 8.697e-02, eta: 4 days, 14:46:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6902, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.2658 2021-06-22 23:42:47,864 - mmaction - INFO - Epoch [86][960/1879] lr: 8.697e-02, eta: 4 days, 14:45:58, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.2625 2021-06-22 23:43:32,616 - mmaction - INFO - Epoch [86][980/1879] lr: 8.697e-02, eta: 4 days, 14:45:13, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6578, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.3993 2021-06-22 23:44:17,318 - mmaction - INFO - Epoch [86][1000/1879] lr: 8.697e-02, eta: 4 days, 14:44:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6582, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.3721 2021-06-22 23:45:02,228 - mmaction - INFO - Epoch [86][1020/1879] lr: 8.697e-02, eta: 4 days, 14:43:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6820, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.2946 2021-06-22 23:45:47,135 - mmaction - INFO - Epoch [86][1040/1879] lr: 8.697e-02, eta: 4 days, 14:42:58, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6641, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.2954 2021-06-22 23:46:31,958 - mmaction - INFO - Epoch [86][1060/1879] lr: 8.697e-02, eta: 4 days, 14:42:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6766, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.2528 2021-06-22 23:47:16,750 - mmaction - INFO - Epoch [86][1080/1879] lr: 8.697e-02, eta: 4 days, 14:41:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6754, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.2877 2021-06-22 23:48:01,462 - mmaction - INFO - Epoch [86][1100/1879] lr: 8.697e-02, eta: 4 days, 14:40:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6687, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.2991 2021-06-22 23:48:46,278 - mmaction - INFO - Epoch [86][1120/1879] lr: 8.697e-02, eta: 4 days, 14:39:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.2296 2021-06-22 23:49:30,962 - mmaction - INFO - Epoch [86][1140/1879] lr: 8.697e-02, eta: 4 days, 14:39:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6586, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.1972 2021-06-22 23:50:15,746 - mmaction - INFO - Epoch [86][1160/1879] lr: 8.697e-02, eta: 4 days, 14:38:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6633, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.3083 2021-06-22 23:51:00,338 - mmaction - INFO - Epoch [86][1180/1879] lr: 8.697e-02, eta: 4 days, 14:37:42, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.3019 2021-06-22 23:51:45,090 - mmaction - INFO - Epoch [86][1200/1879] lr: 8.697e-02, eta: 4 days, 14:36:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6863, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.2999 2021-06-22 23:52:29,821 - mmaction - INFO - Epoch [86][1220/1879] lr: 8.697e-02, eta: 4 days, 14:36:12, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6652, loss_cls: 2.5977, loss: 2.5977, grad_norm: 2.2733 2021-06-22 23:53:14,692 - mmaction - INFO - Epoch [86][1240/1879] lr: 8.697e-02, eta: 4 days, 14:35:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6629, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.2496 2021-06-22 23:53:59,475 - mmaction - INFO - Epoch [86][1260/1879] lr: 8.697e-02, eta: 4 days, 14:34:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6711, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.2144 2021-06-22 23:54:44,133 - mmaction - INFO - Epoch [86][1280/1879] lr: 8.697e-02, eta: 4 days, 14:33:57, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6801, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.2958 2021-06-22 23:55:29,038 - mmaction - INFO - Epoch [86][1300/1879] lr: 8.697e-02, eta: 4 days, 14:33:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6785, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.3260 2021-06-22 23:56:13,644 - mmaction - INFO - Epoch [86][1320/1879] lr: 8.697e-02, eta: 4 days, 14:32:26, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6801, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.2405 2021-06-22 23:56:58,489 - mmaction - INFO - Epoch [86][1340/1879] lr: 8.697e-02, eta: 4 days, 14:31:41, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.2572 2021-06-22 23:57:43,147 - mmaction - INFO - Epoch [86][1360/1879] lr: 8.697e-02, eta: 4 days, 14:30:56, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6793, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.2709 2021-06-22 23:58:27,951 - mmaction - INFO - Epoch [86][1380/1879] lr: 8.697e-02, eta: 4 days, 14:30:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6613, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.2697 2021-06-22 23:59:12,725 - mmaction - INFO - Epoch [86][1400/1879] lr: 8.697e-02, eta: 4 days, 14:29:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6734, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.2808 2021-06-22 23:59:57,587 - mmaction - INFO - Epoch [86][1420/1879] lr: 8.697e-02, eta: 4 days, 14:28:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.3306 2021-06-23 00:00:42,432 - mmaction - INFO - Epoch [86][1440/1879] lr: 8.697e-02, eta: 4 days, 14:27:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6691, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.2276 2021-06-23 00:01:31,545 - mmaction - INFO - Epoch [86][1460/1879] lr: 8.697e-02, eta: 4 days, 14:27:16, time: 2.454, data_time: 0.005, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6723, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.1937 2021-06-23 00:02:16,342 - mmaction - INFO - Epoch [86][1480/1879] lr: 8.697e-02, eta: 4 days, 14:26:31, time: 2.245, data_time: 0.010, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6887, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.2420 2021-06-23 00:03:01,296 - mmaction - INFO - Epoch [86][1500/1879] lr: 8.697e-02, eta: 4 days, 14:25:46, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4008, top5_acc: 0.6672, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.2809 2021-06-23 00:03:46,082 - mmaction - INFO - Epoch [86][1520/1879] lr: 8.697e-02, eta: 4 days, 14:25:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6656, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.2435 2021-06-23 00:04:30,908 - mmaction - INFO - Epoch [86][1540/1879] lr: 8.697e-02, eta: 4 days, 14:24:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6730, loss_cls: 2.5682, loss: 2.5682, grad_norm: 2.2758 2021-06-23 00:05:15,599 - mmaction - INFO - Epoch [86][1560/1879] lr: 8.697e-02, eta: 4 days, 14:23:31, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6684, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.3508 2021-06-23 00:06:00,395 - mmaction - INFO - Epoch [86][1580/1879] lr: 8.697e-02, eta: 4 days, 14:22:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6531, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.2800 2021-06-23 00:06:45,146 - mmaction - INFO - Epoch [86][1600/1879] lr: 8.697e-02, eta: 4 days, 14:22:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6648, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.2389 2021-06-23 00:07:29,942 - mmaction - INFO - Epoch [86][1620/1879] lr: 8.697e-02, eta: 4 days, 14:21:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6750, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.2562 2021-06-23 00:08:14,796 - mmaction - INFO - Epoch [86][1640/1879] lr: 8.697e-02, eta: 4 days, 14:20:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6574, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.2752 2021-06-23 00:08:59,720 - mmaction - INFO - Epoch [86][1660/1879] lr: 8.697e-02, eta: 4 days, 14:19:45, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6605, loss_cls: 2.6541, loss: 2.6541, grad_norm: 2.2368 2021-06-23 00:09:44,542 - mmaction - INFO - Epoch [86][1680/1879] lr: 8.697e-02, eta: 4 days, 14:19:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.2820 2021-06-23 00:10:29,334 - mmaction - INFO - Epoch [86][1700/1879] lr: 8.697e-02, eta: 4 days, 14:18:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6738, loss_cls: 2.5882, loss: 2.5882, grad_norm: 2.2862 2021-06-23 00:11:14,004 - mmaction - INFO - Epoch [86][1720/1879] lr: 8.697e-02, eta: 4 days, 14:17:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.2862 2021-06-23 00:11:58,662 - mmaction - INFO - Epoch [86][1740/1879] lr: 8.697e-02, eta: 4 days, 14:16:45, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6848, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.2586 2021-06-23 00:12:43,458 - mmaction - INFO - Epoch [86][1760/1879] lr: 8.697e-02, eta: 4 days, 14:16:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6492, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.3067 2021-06-23 00:13:28,184 - mmaction - INFO - Epoch [86][1780/1879] lr: 8.697e-02, eta: 4 days, 14:15:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6680, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.2554 2021-06-23 00:14:12,955 - mmaction - INFO - Epoch [86][1800/1879] lr: 8.697e-02, eta: 4 days, 14:14:30, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.2355 2021-06-23 00:14:57,723 - mmaction - INFO - Epoch [86][1820/1879] lr: 8.697e-02, eta: 4 days, 14:13:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6898, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.2212 2021-06-23 00:15:42,532 - mmaction - INFO - Epoch [86][1840/1879] lr: 8.697e-02, eta: 4 days, 14:13:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.1705 2021-06-23 00:16:27,312 - mmaction - INFO - Epoch [86][1860/1879] lr: 8.697e-02, eta: 4 days, 14:12:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6781, loss_cls: 2.5382, loss: 2.5382, grad_norm: 2.2910 2021-06-23 00:17:22,192 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-06-23 00:19:41,605 - mmaction - INFO - Epoch [87][20/1879] lr: 8.558e-02, eta: 4 days, 14:11:43, time: 6.954, data_time: 4.570, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6754, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.2417 2021-06-23 00:20:26,322 - mmaction - INFO - Epoch [87][40/1879] lr: 8.558e-02, eta: 4 days, 14:10:58, time: 2.236, data_time: 0.003, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6805, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.2764 2021-06-23 00:21:11,072 - mmaction - INFO - Epoch [87][60/1879] lr: 8.558e-02, eta: 4 days, 14:10:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6707, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.2707 2021-06-23 00:21:55,959 - mmaction - INFO - Epoch [87][80/1879] lr: 8.558e-02, eta: 4 days, 14:09:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6758, loss_cls: 2.5270, loss: 2.5270, grad_norm: 2.2759 2021-06-23 00:22:40,893 - mmaction - INFO - Epoch [87][100/1879] lr: 8.558e-02, eta: 4 days, 14:08:43, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.3973, top5_acc: 0.6594, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.2918 2021-06-23 00:23:25,867 - mmaction - INFO - Epoch [87][120/1879] lr: 8.558e-02, eta: 4 days, 14:07:58, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6742, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.2996 2021-06-23 00:24:10,749 - mmaction - INFO - Epoch [87][140/1879] lr: 8.558e-02, eta: 4 days, 14:07:13, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.2455 2021-06-23 00:24:55,713 - mmaction - INFO - Epoch [87][160/1879] lr: 8.558e-02, eta: 4 days, 14:06:28, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6684, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.2519 2021-06-23 00:25:40,652 - mmaction - INFO - Epoch [87][180/1879] lr: 8.558e-02, eta: 4 days, 14:05:43, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6758, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.2910 2021-06-23 00:26:25,541 - mmaction - INFO - Epoch [87][200/1879] lr: 8.558e-02, eta: 4 days, 14:04:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6863, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.2281 2021-06-23 00:27:10,568 - mmaction - INFO - Epoch [87][220/1879] lr: 8.558e-02, eta: 4 days, 14:04:14, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6621, loss_cls: 2.6447, loss: 2.6447, grad_norm: 2.2389 2021-06-23 00:27:55,467 - mmaction - INFO - Epoch [87][240/1879] lr: 8.558e-02, eta: 4 days, 14:03:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6668, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.2665 2021-06-23 00:28:40,448 - mmaction - INFO - Epoch [87][260/1879] lr: 8.558e-02, eta: 4 days, 14:02:44, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.2589 2021-06-23 00:29:25,229 - mmaction - INFO - Epoch [87][280/1879] lr: 8.558e-02, eta: 4 days, 14:01:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6820, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.2373 2021-06-23 00:30:09,967 - mmaction - INFO - Epoch [87][300/1879] lr: 8.558e-02, eta: 4 days, 14:01:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6719, loss_cls: 2.6098, loss: 2.6098, grad_norm: 2.2124 2021-06-23 00:30:54,793 - mmaction - INFO - Epoch [87][320/1879] lr: 8.558e-02, eta: 4 days, 14:00:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6824, loss_cls: 2.5501, loss: 2.5501, grad_norm: 2.2634 2021-06-23 00:31:39,561 - mmaction - INFO - Epoch [87][340/1879] lr: 8.558e-02, eta: 4 days, 13:59:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.2547 2021-06-23 00:32:24,342 - mmaction - INFO - Epoch [87][360/1879] lr: 8.558e-02, eta: 4 days, 13:58:58, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6629, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.2132 2021-06-23 00:33:09,146 - mmaction - INFO - Epoch [87][380/1879] lr: 8.558e-02, eta: 4 days, 13:58:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6961, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.2406 2021-06-23 00:33:53,951 - mmaction - INFO - Epoch [87][400/1879] lr: 8.558e-02, eta: 4 days, 13:57:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.3398 2021-06-23 00:34:38,749 - mmaction - INFO - Epoch [87][420/1879] lr: 8.558e-02, eta: 4 days, 13:56:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5520, loss: 2.5520, grad_norm: 2.2730 2021-06-23 00:35:23,504 - mmaction - INFO - Epoch [87][440/1879] lr: 8.558e-02, eta: 4 days, 13:55:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6645, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.3051 2021-06-23 00:36:08,204 - mmaction - INFO - Epoch [87][460/1879] lr: 8.558e-02, eta: 4 days, 13:55:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6645, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.3417 2021-06-23 00:36:52,980 - mmaction - INFO - Epoch [87][480/1879] lr: 8.558e-02, eta: 4 days, 13:54:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6855, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.3022 2021-06-23 00:37:37,646 - mmaction - INFO - Epoch [87][500/1879] lr: 8.558e-02, eta: 4 days, 13:53:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6734, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.3139 2021-06-23 00:38:22,450 - mmaction - INFO - Epoch [87][520/1879] lr: 8.558e-02, eta: 4 days, 13:52:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6855, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.2732 2021-06-23 00:39:07,161 - mmaction - INFO - Epoch [87][540/1879] lr: 8.558e-02, eta: 4 days, 13:52:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6934, loss_cls: 2.5145, loss: 2.5145, grad_norm: 2.2644 2021-06-23 00:39:51,961 - mmaction - INFO - Epoch [87][560/1879] lr: 8.558e-02, eta: 4 days, 13:51:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6457, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.4007 2021-06-23 00:40:36,792 - mmaction - INFO - Epoch [87][580/1879] lr: 8.558e-02, eta: 4 days, 13:50:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6645, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.2786 2021-06-23 00:41:21,561 - mmaction - INFO - Epoch [87][600/1879] lr: 8.558e-02, eta: 4 days, 13:49:57, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6836, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.2881 2021-06-23 00:42:06,348 - mmaction - INFO - Epoch [87][620/1879] lr: 8.558e-02, eta: 4 days, 13:49:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6746, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.4457 2021-06-23 00:42:51,213 - mmaction - INFO - Epoch [87][640/1879] lr: 8.558e-02, eta: 4 days, 13:48:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6645, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.4247 2021-06-23 00:43:36,091 - mmaction - INFO - Epoch [87][660/1879] lr: 8.558e-02, eta: 4 days, 13:47:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6754, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.2691 2021-06-23 00:44:20,757 - mmaction - INFO - Epoch [87][680/1879] lr: 8.558e-02, eta: 4 days, 13:46:57, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6879, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.2489 2021-06-23 00:45:05,427 - mmaction - INFO - Epoch [87][700/1879] lr: 8.558e-02, eta: 4 days, 13:46:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6766, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.2272 2021-06-23 00:45:50,175 - mmaction - INFO - Epoch [87][720/1879] lr: 8.558e-02, eta: 4 days, 13:45:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.2635 2021-06-23 00:46:34,916 - mmaction - INFO - Epoch [87][740/1879] lr: 8.558e-02, eta: 4 days, 13:44:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6602, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.2761 2021-06-23 00:47:19,672 - mmaction - INFO - Epoch [87][760/1879] lr: 8.558e-02, eta: 4 days, 13:43:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6715, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.3322 2021-06-23 00:48:04,350 - mmaction - INFO - Epoch [87][780/1879] lr: 8.558e-02, eta: 4 days, 13:43:11, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.2748 2021-06-23 00:48:49,052 - mmaction - INFO - Epoch [87][800/1879] lr: 8.558e-02, eta: 4 days, 13:42:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4000, top5_acc: 0.6641, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.4117 2021-06-23 00:49:33,913 - mmaction - INFO - Epoch [87][820/1879] lr: 8.558e-02, eta: 4 days, 13:41:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6969, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.2051 2021-06-23 00:50:18,663 - mmaction - INFO - Epoch [87][840/1879] lr: 8.558e-02, eta: 4 days, 13:40:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6680, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.2268 2021-06-23 00:51:03,370 - mmaction - INFO - Epoch [87][860/1879] lr: 8.558e-02, eta: 4 days, 13:40:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.2834 2021-06-23 00:51:48,209 - mmaction - INFO - Epoch [87][880/1879] lr: 8.558e-02, eta: 4 days, 13:39:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6793, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.2697 2021-06-23 00:52:33,056 - mmaction - INFO - Epoch [87][900/1879] lr: 8.558e-02, eta: 4 days, 13:38:41, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6687, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.2348 2021-06-23 00:53:17,754 - mmaction - INFO - Epoch [87][920/1879] lr: 8.558e-02, eta: 4 days, 13:37:56, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6754, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.2812 2021-06-23 00:54:02,429 - mmaction - INFO - Epoch [87][940/1879] lr: 8.558e-02, eta: 4 days, 13:37:10, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6512, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.2814 2021-06-23 00:54:47,227 - mmaction - INFO - Epoch [87][960/1879] lr: 8.558e-02, eta: 4 days, 13:36:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4969, loss: 2.4969, grad_norm: 2.3024 2021-06-23 00:55:31,971 - mmaction - INFO - Epoch [87][980/1879] lr: 8.558e-02, eta: 4 days, 13:35:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.2489 2021-06-23 00:56:16,757 - mmaction - INFO - Epoch [87][1000/1879] lr: 8.558e-02, eta: 4 days, 13:34:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6855, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.2912 2021-06-23 00:57:01,511 - mmaction - INFO - Epoch [87][1020/1879] lr: 8.558e-02, eta: 4 days, 13:34:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6687, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.2462 2021-06-23 00:57:46,346 - mmaction - INFO - Epoch [87][1040/1879] lr: 8.558e-02, eta: 4 days, 13:33:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6727, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.2638 2021-06-23 00:58:30,995 - mmaction - INFO - Epoch [87][1060/1879] lr: 8.558e-02, eta: 4 days, 13:32:40, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6754, loss_cls: 2.5486, loss: 2.5486, grad_norm: 2.3197 2021-06-23 00:59:15,625 - mmaction - INFO - Epoch [87][1080/1879] lr: 8.558e-02, eta: 4 days, 13:31:55, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6617, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.2986 2021-06-23 01:00:00,410 - mmaction - INFO - Epoch [87][1100/1879] lr: 8.558e-02, eta: 4 days, 13:31:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6676, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.2748 2021-06-23 01:00:45,087 - mmaction - INFO - Epoch [87][1120/1879] lr: 8.558e-02, eta: 4 days, 13:30:24, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6613, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.2815 2021-06-23 01:01:29,724 - mmaction - INFO - Epoch [87][1140/1879] lr: 8.558e-02, eta: 4 days, 13:29:39, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6762, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.2535 2021-06-23 01:02:14,493 - mmaction - INFO - Epoch [87][1160/1879] lr: 8.558e-02, eta: 4 days, 13:28:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6621, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.2746 2021-06-23 01:02:59,173 - mmaction - INFO - Epoch [87][1180/1879] lr: 8.558e-02, eta: 4 days, 13:28:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6754, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.2745 2021-06-23 01:03:44,133 - mmaction - INFO - Epoch [87][1200/1879] lr: 8.558e-02, eta: 4 days, 13:27:24, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6848, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.2887 2021-06-23 01:04:28,833 - mmaction - INFO - Epoch [87][1220/1879] lr: 8.558e-02, eta: 4 days, 13:26:39, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.3953, top5_acc: 0.6496, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.3218 2021-06-23 01:05:13,657 - mmaction - INFO - Epoch [87][1240/1879] lr: 8.558e-02, eta: 4 days, 13:25:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6656, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.2361 2021-06-23 01:05:58,380 - mmaction - INFO - Epoch [87][1260/1879] lr: 8.558e-02, eta: 4 days, 13:25:09, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6824, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.2686 2021-06-23 01:06:43,083 - mmaction - INFO - Epoch [87][1280/1879] lr: 8.558e-02, eta: 4 days, 13:24:23, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6793, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.2549 2021-06-23 01:07:27,902 - mmaction - INFO - Epoch [87][1300/1879] lr: 8.558e-02, eta: 4 days, 13:23:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6762, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.3127 2021-06-23 01:08:12,771 - mmaction - INFO - Epoch [87][1320/1879] lr: 8.558e-02, eta: 4 days, 13:22:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6680, loss_cls: 2.5697, loss: 2.5697, grad_norm: 2.2889 2021-06-23 01:08:57,627 - mmaction - INFO - Epoch [87][1340/1879] lr: 8.558e-02, eta: 4 days, 13:22:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.3283 2021-06-23 01:09:42,357 - mmaction - INFO - Epoch [87][1360/1879] lr: 8.558e-02, eta: 4 days, 13:21:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6660, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.2392 2021-06-23 01:10:27,110 - mmaction - INFO - Epoch [87][1380/1879] lr: 8.558e-02, eta: 4 days, 13:20:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6582, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.4889 2021-06-23 01:11:11,838 - mmaction - INFO - Epoch [87][1400/1879] lr: 8.558e-02, eta: 4 days, 13:19:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6852, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.3311 2021-06-23 01:11:56,703 - mmaction - INFO - Epoch [87][1420/1879] lr: 8.558e-02, eta: 4 days, 13:19:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6680, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.3560 2021-06-23 01:12:41,527 - mmaction - INFO - Epoch [87][1440/1879] lr: 8.558e-02, eta: 4 days, 13:18:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.2161 2021-06-23 01:13:26,215 - mmaction - INFO - Epoch [87][1460/1879] lr: 8.558e-02, eta: 4 days, 13:17:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6809, loss_cls: 2.5423, loss: 2.5423, grad_norm: 2.2518 2021-06-23 01:14:10,838 - mmaction - INFO - Epoch [87][1480/1879] lr: 8.558e-02, eta: 4 days, 13:16:53, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6992, loss_cls: 2.4668, loss: 2.4668, grad_norm: 2.2367 2021-06-23 01:14:55,457 - mmaction - INFO - Epoch [87][1500/1879] lr: 8.558e-02, eta: 4 days, 13:16:07, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6676, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.2587 2021-06-23 01:15:40,081 - mmaction - INFO - Epoch [87][1520/1879] lr: 8.558e-02, eta: 4 days, 13:15:22, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6703, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.2676 2021-06-23 01:16:24,758 - mmaction - INFO - Epoch [87][1540/1879] lr: 8.558e-02, eta: 4 days, 13:14:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6871, loss_cls: 2.5016, loss: 2.5016, grad_norm: 2.2546 2021-06-23 01:17:09,594 - mmaction - INFO - Epoch [87][1560/1879] lr: 8.558e-02, eta: 4 days, 13:13:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6746, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.2549 2021-06-23 01:17:54,420 - mmaction - INFO - Epoch [87][1580/1879] lr: 8.558e-02, eta: 4 days, 13:13:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6816, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.2886 2021-06-23 01:18:39,080 - mmaction - INFO - Epoch [87][1600/1879] lr: 8.558e-02, eta: 4 days, 13:12:22, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6824, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.2811 2021-06-23 01:19:23,753 - mmaction - INFO - Epoch [87][1620/1879] lr: 8.558e-02, eta: 4 days, 13:11:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.2616 2021-06-23 01:20:08,395 - mmaction - INFO - Epoch [87][1640/1879] lr: 8.558e-02, eta: 4 days, 13:10:51, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3057 2021-06-23 01:20:53,072 - mmaction - INFO - Epoch [87][1660/1879] lr: 8.558e-02, eta: 4 days, 13:10:06, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.3376 2021-06-23 01:21:37,877 - mmaction - INFO - Epoch [87][1680/1879] lr: 8.558e-02, eta: 4 days, 13:09:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6578, loss_cls: 2.6460, loss: 2.6460, grad_norm: 2.3014 2021-06-23 01:22:22,534 - mmaction - INFO - Epoch [87][1700/1879] lr: 8.558e-02, eta: 4 days, 13:08:36, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6957, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.2891 2021-06-23 01:23:07,305 - mmaction - INFO - Epoch [87][1720/1879] lr: 8.558e-02, eta: 4 days, 13:07:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4082, top5_acc: 0.6641, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.2580 2021-06-23 01:23:52,045 - mmaction - INFO - Epoch [87][1740/1879] lr: 8.558e-02, eta: 4 days, 13:07:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6801, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.2845 2021-06-23 01:24:36,622 - mmaction - INFO - Epoch [87][1760/1879] lr: 8.558e-02, eta: 4 days, 13:06:20, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.3969, top5_acc: 0.6613, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.3483 2021-06-23 01:25:21,400 - mmaction - INFO - Epoch [87][1780/1879] lr: 8.558e-02, eta: 4 days, 13:05:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4027, top5_acc: 0.6582, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.2561 2021-06-23 01:26:06,101 - mmaction - INFO - Epoch [87][1800/1879] lr: 8.558e-02, eta: 4 days, 13:04:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6598, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.2718 2021-06-23 01:26:50,921 - mmaction - INFO - Epoch [87][1820/1879] lr: 8.558e-02, eta: 4 days, 13:04:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6809, loss_cls: 2.5144, loss: 2.5144, grad_norm: 2.2833 2021-06-23 01:27:35,791 - mmaction - INFO - Epoch [87][1840/1879] lr: 8.558e-02, eta: 4 days, 13:03:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6719, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.2975 2021-06-23 01:28:20,573 - mmaction - INFO - Epoch [87][1860/1879] lr: 8.558e-02, eta: 4 days, 13:02:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.2242 2021-06-23 01:29:03,811 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-06-23 01:30:32,732 - mmaction - INFO - Epoch [88][20/1879] lr: 8.419e-02, eta: 4 days, 13:01:08, time: 4.432, data_time: 2.147, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6859, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.2965 2021-06-23 01:31:17,667 - mmaction - INFO - Epoch [88][40/1879] lr: 8.419e-02, eta: 4 days, 13:00:24, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.2657 2021-06-23 01:32:02,538 - mmaction - INFO - Epoch [88][60/1879] lr: 8.419e-02, eta: 4 days, 12:59:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6895, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.2738 2021-06-23 01:32:47,306 - mmaction - INFO - Epoch [88][80/1879] lr: 8.419e-02, eta: 4 days, 12:58:53, time: 2.238, data_time: 0.002, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6840, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.3274 2021-06-23 01:33:32,079 - mmaction - INFO - Epoch [88][100/1879] lr: 8.419e-02, eta: 4 days, 12:58:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6707, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.3155 2021-06-23 01:34:17,036 - mmaction - INFO - Epoch [88][120/1879] lr: 8.419e-02, eta: 4 days, 12:57:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6727, loss_cls: 2.5549, loss: 2.5549, grad_norm: 2.3259 2021-06-23 01:35:02,057 - mmaction - INFO - Epoch [88][140/1879] lr: 8.419e-02, eta: 4 days, 12:56:39, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6820, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.2564 2021-06-23 01:35:46,872 - mmaction - INFO - Epoch [88][160/1879] lr: 8.419e-02, eta: 4 days, 12:55:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6941, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.3293 2021-06-23 01:36:31,760 - mmaction - INFO - Epoch [88][180/1879] lr: 8.419e-02, eta: 4 days, 12:55:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6863, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.2299 2021-06-23 01:37:16,623 - mmaction - INFO - Epoch [88][200/1879] lr: 8.419e-02, eta: 4 days, 12:54:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6809, loss_cls: 2.5056, loss: 2.5056, grad_norm: 2.3277 2021-06-23 01:38:01,451 - mmaction - INFO - Epoch [88][220/1879] lr: 8.419e-02, eta: 4 days, 12:53:39, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6891, loss_cls: 2.5127, loss: 2.5127, grad_norm: 2.2581 2021-06-23 01:38:46,390 - mmaction - INFO - Epoch [88][240/1879] lr: 8.419e-02, eta: 4 days, 12:52:54, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6887, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.2450 2021-06-23 01:39:31,276 - mmaction - INFO - Epoch [88][260/1879] lr: 8.419e-02, eta: 4 days, 12:52:09, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6738, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.3105 2021-06-23 01:40:16,150 - mmaction - INFO - Epoch [88][280/1879] lr: 8.419e-02, eta: 4 days, 12:51:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6684, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.2938 2021-06-23 01:41:01,136 - mmaction - INFO - Epoch [88][300/1879] lr: 8.419e-02, eta: 4 days, 12:50:39, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.2592 2021-06-23 01:41:46,167 - mmaction - INFO - Epoch [88][320/1879] lr: 8.419e-02, eta: 4 days, 12:49:54, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6789, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.3301 2021-06-23 01:42:31,001 - mmaction - INFO - Epoch [88][340/1879] lr: 8.419e-02, eta: 4 days, 12:49:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6867, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.3027 2021-06-23 01:43:15,827 - mmaction - INFO - Epoch [88][360/1879] lr: 8.419e-02, eta: 4 days, 12:48:24, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6934, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.3701 2021-06-23 01:44:00,658 - mmaction - INFO - Epoch [88][380/1879] lr: 8.419e-02, eta: 4 days, 12:47:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6684, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.2826 2021-06-23 01:44:45,537 - mmaction - INFO - Epoch [88][400/1879] lr: 8.419e-02, eta: 4 days, 12:46:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6699, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.2377 2021-06-23 01:45:30,366 - mmaction - INFO - Epoch [88][420/1879] lr: 8.419e-02, eta: 4 days, 12:46:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6641, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.2568 2021-06-23 01:46:15,130 - mmaction - INFO - Epoch [88][440/1879] lr: 8.419e-02, eta: 4 days, 12:45:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6887, loss_cls: 2.5147, loss: 2.5147, grad_norm: 2.3260 2021-06-23 01:46:59,929 - mmaction - INFO - Epoch [88][460/1879] lr: 8.419e-02, eta: 4 days, 12:44:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6723, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.2135 2021-06-23 01:47:44,791 - mmaction - INFO - Epoch [88][480/1879] lr: 8.419e-02, eta: 4 days, 12:43:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6590, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.2502 2021-06-23 01:48:29,630 - mmaction - INFO - Epoch [88][500/1879] lr: 8.419e-02, eta: 4 days, 12:43:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6770, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.3645 2021-06-23 01:49:14,490 - mmaction - INFO - Epoch [88][520/1879] lr: 8.419e-02, eta: 4 days, 12:42:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6891, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.2202 2021-06-23 01:49:59,312 - mmaction - INFO - Epoch [88][540/1879] lr: 8.419e-02, eta: 4 days, 12:41:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6832, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.4681 2021-06-23 01:50:44,079 - mmaction - INFO - Epoch [88][560/1879] lr: 8.419e-02, eta: 4 days, 12:40:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6668, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.3091 2021-06-23 01:51:28,783 - mmaction - INFO - Epoch [88][580/1879] lr: 8.419e-02, eta: 4 days, 12:40:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6711, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.2812 2021-06-23 01:52:13,697 - mmaction - INFO - Epoch [88][600/1879] lr: 8.419e-02, eta: 4 days, 12:39:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5644, loss: 2.5644, grad_norm: 2.2820 2021-06-23 01:52:58,506 - mmaction - INFO - Epoch [88][620/1879] lr: 8.419e-02, eta: 4 days, 12:38:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6816, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.2536 2021-06-23 01:53:43,298 - mmaction - INFO - Epoch [88][640/1879] lr: 8.419e-02, eta: 4 days, 12:37:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6750, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.2532 2021-06-23 01:54:28,134 - mmaction - INFO - Epoch [88][660/1879] lr: 8.419e-02, eta: 4 days, 12:37:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6797, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.2516 2021-06-23 01:55:12,978 - mmaction - INFO - Epoch [88][680/1879] lr: 8.419e-02, eta: 4 days, 12:36:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6777, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.3034 2021-06-23 01:55:57,753 - mmaction - INFO - Epoch [88][700/1879] lr: 8.419e-02, eta: 4 days, 12:35:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6742, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.3198 2021-06-23 01:56:42,451 - mmaction - INFO - Epoch [88][720/1879] lr: 8.419e-02, eta: 4 days, 12:34:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6699, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.2977 2021-06-23 01:57:27,146 - mmaction - INFO - Epoch [88][740/1879] lr: 8.419e-02, eta: 4 days, 12:34:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6832, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.2736 2021-06-23 01:58:11,811 - mmaction - INFO - Epoch [88][760/1879] lr: 8.419e-02, eta: 4 days, 12:33:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6641, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.2627 2021-06-23 01:58:56,546 - mmaction - INFO - Epoch [88][780/1879] lr: 8.419e-02, eta: 4 days, 12:32:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6719, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.3050 2021-06-23 01:59:41,554 - mmaction - INFO - Epoch [88][800/1879] lr: 8.419e-02, eta: 4 days, 12:31:53, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6816, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.2919 2021-06-23 02:00:26,301 - mmaction - INFO - Epoch [88][820/1879] lr: 8.419e-02, eta: 4 days, 12:31:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6805, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.3277 2021-06-23 02:01:11,118 - mmaction - INFO - Epoch [88][840/1879] lr: 8.419e-02, eta: 4 days, 12:30:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.2951 2021-06-23 02:01:55,976 - mmaction - INFO - Epoch [88][860/1879] lr: 8.419e-02, eta: 4 days, 12:29:38, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6824, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.3163 2021-06-23 02:02:40,644 - mmaction - INFO - Epoch [88][880/1879] lr: 8.419e-02, eta: 4 days, 12:28:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6605, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.6629 2021-06-23 02:03:25,479 - mmaction - INFO - Epoch [88][900/1879] lr: 8.419e-02, eta: 4 days, 12:28:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.4016 2021-06-23 02:04:10,351 - mmaction - INFO - Epoch [88][920/1879] lr: 8.419e-02, eta: 4 days, 12:27:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.3988, top5_acc: 0.6508, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.3702 2021-06-23 02:04:55,029 - mmaction - INFO - Epoch [88][940/1879] lr: 8.419e-02, eta: 4 days, 12:26:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.2931 2021-06-23 02:05:39,805 - mmaction - INFO - Epoch [88][960/1879] lr: 8.419e-02, eta: 4 days, 12:25:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6730, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.2990 2021-06-23 02:06:24,551 - mmaction - INFO - Epoch [88][980/1879] lr: 8.419e-02, eta: 4 days, 12:25:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6809, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.3273 2021-06-23 02:07:09,197 - mmaction - INFO - Epoch [88][1000/1879] lr: 8.419e-02, eta: 4 days, 12:24:22, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.2861 2021-06-23 02:07:53,945 - mmaction - INFO - Epoch [88][1020/1879] lr: 8.419e-02, eta: 4 days, 12:23:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6637, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3346 2021-06-23 02:08:38,657 - mmaction - INFO - Epoch [88][1040/1879] lr: 8.419e-02, eta: 4 days, 12:22:52, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6715, loss_cls: 2.5697, loss: 2.5697, grad_norm: 2.2755 2021-06-23 02:09:23,487 - mmaction - INFO - Epoch [88][1060/1879] lr: 8.419e-02, eta: 4 days, 12:22:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6863, loss_cls: 2.5290, loss: 2.5290, grad_norm: 2.3198 2021-06-23 02:10:08,228 - mmaction - INFO - Epoch [88][1080/1879] lr: 8.419e-02, eta: 4 days, 12:21:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6797, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.3028 2021-06-23 02:10:53,231 - mmaction - INFO - Epoch [88][1100/1879] lr: 8.419e-02, eta: 4 days, 12:20:37, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.2925 2021-06-23 02:11:37,960 - mmaction - INFO - Epoch [88][1120/1879] lr: 8.419e-02, eta: 4 days, 12:19:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6598, loss_cls: 2.6160, loss: 2.6160, grad_norm: 2.2833 2021-06-23 02:12:22,739 - mmaction - INFO - Epoch [88][1140/1879] lr: 8.419e-02, eta: 4 days, 12:19:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6730, loss_cls: 2.5957, loss: 2.5957, grad_norm: 2.2484 2021-06-23 02:13:07,403 - mmaction - INFO - Epoch [88][1160/1879] lr: 8.419e-02, eta: 4 days, 12:18:21, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6777, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.2482 2021-06-23 02:13:52,188 - mmaction - INFO - Epoch [88][1180/1879] lr: 8.419e-02, eta: 4 days, 12:17:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.2501 2021-06-23 02:14:37,105 - mmaction - INFO - Epoch [88][1200/1879] lr: 8.419e-02, eta: 4 days, 12:16:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6867, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.3043 2021-06-23 02:15:21,875 - mmaction - INFO - Epoch [88][1220/1879] lr: 8.419e-02, eta: 4 days, 12:16:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6887, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.2603 2021-06-23 02:16:06,705 - mmaction - INFO - Epoch [88][1240/1879] lr: 8.419e-02, eta: 4 days, 12:15:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6516, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.2693 2021-06-23 02:16:51,495 - mmaction - INFO - Epoch [88][1260/1879] lr: 8.419e-02, eta: 4 days, 12:14:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.3930, top5_acc: 0.6551, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.3540 2021-06-23 02:17:36,217 - mmaction - INFO - Epoch [88][1280/1879] lr: 8.419e-02, eta: 4 days, 12:13:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.2199 2021-06-23 02:18:20,883 - mmaction - INFO - Epoch [88][1300/1879] lr: 8.419e-02, eta: 4 days, 12:13:06, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6742, loss_cls: 2.5982, loss: 2.5982, grad_norm: 2.3282 2021-06-23 02:19:05,593 - mmaction - INFO - Epoch [88][1320/1879] lr: 8.419e-02, eta: 4 days, 12:12:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6660, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.2273 2021-06-23 02:19:50,369 - mmaction - INFO - Epoch [88][1340/1879] lr: 8.419e-02, eta: 4 days, 12:11:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6699, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.2364 2021-06-23 02:20:35,151 - mmaction - INFO - Epoch [88][1360/1879] lr: 8.419e-02, eta: 4 days, 12:10:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6777, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.3646 2021-06-23 02:21:19,924 - mmaction - INFO - Epoch [88][1380/1879] lr: 8.419e-02, eta: 4 days, 12:10:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6465, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.3061 2021-06-23 02:22:04,688 - mmaction - INFO - Epoch [88][1400/1879] lr: 8.419e-02, eta: 4 days, 12:09:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5255, loss: 2.5255, grad_norm: 2.2029 2021-06-23 02:22:49,391 - mmaction - INFO - Epoch [88][1420/1879] lr: 8.419e-02, eta: 4 days, 12:08:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6777, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.2474 2021-06-23 02:23:34,178 - mmaction - INFO - Epoch [88][1440/1879] lr: 8.419e-02, eta: 4 days, 12:07:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6785, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.4504 2021-06-23 02:24:18,980 - mmaction - INFO - Epoch [88][1460/1879] lr: 8.419e-02, eta: 4 days, 12:07:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6797, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.3463 2021-06-23 02:25:03,853 - mmaction - INFO - Epoch [88][1480/1879] lr: 8.419e-02, eta: 4 days, 12:06:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6844, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.3560 2021-06-23 02:25:48,687 - mmaction - INFO - Epoch [88][1500/1879] lr: 8.419e-02, eta: 4 days, 12:05:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.2861 2021-06-23 02:26:33,401 - mmaction - INFO - Epoch [88][1520/1879] lr: 8.419e-02, eta: 4 days, 12:04:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6605, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.2948 2021-06-23 02:27:18,082 - mmaction - INFO - Epoch [88][1540/1879] lr: 8.419e-02, eta: 4 days, 12:04:05, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.2919 2021-06-23 02:28:02,894 - mmaction - INFO - Epoch [88][1560/1879] lr: 8.419e-02, eta: 4 days, 12:03:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6691, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.2118 2021-06-23 02:28:47,732 - mmaction - INFO - Epoch [88][1580/1879] lr: 8.419e-02, eta: 4 days, 12:02:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.3000 2021-06-23 02:29:32,499 - mmaction - INFO - Epoch [88][1600/1879] lr: 8.419e-02, eta: 4 days, 12:01:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.2747 2021-06-23 02:30:17,254 - mmaction - INFO - Epoch [88][1620/1879] lr: 8.419e-02, eta: 4 days, 12:01:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6738, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.2389 2021-06-23 02:31:02,097 - mmaction - INFO - Epoch [88][1640/1879] lr: 8.419e-02, eta: 4 days, 12:00:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6805, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.3258 2021-06-23 02:31:46,930 - mmaction - INFO - Epoch [88][1660/1879] lr: 8.419e-02, eta: 4 days, 11:59:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6605, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.2598 2021-06-23 02:32:31,730 - mmaction - INFO - Epoch [88][1680/1879] lr: 8.419e-02, eta: 4 days, 11:58:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6793, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.2302 2021-06-23 02:33:16,528 - mmaction - INFO - Epoch [88][1700/1879] lr: 8.419e-02, eta: 4 days, 11:58:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6805, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.2177 2021-06-23 02:34:01,289 - mmaction - INFO - Epoch [88][1720/1879] lr: 8.419e-02, eta: 4 days, 11:57:19, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6750, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.2494 2021-06-23 02:34:46,103 - mmaction - INFO - Epoch [88][1740/1879] lr: 8.419e-02, eta: 4 days, 11:56:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6746, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.3000 2021-06-23 02:35:30,859 - mmaction - INFO - Epoch [88][1760/1879] lr: 8.419e-02, eta: 4 days, 11:55:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6594, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.2860 2021-06-23 02:36:15,656 - mmaction - INFO - Epoch [88][1780/1879] lr: 8.419e-02, eta: 4 days, 11:55:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.2781 2021-06-23 02:37:00,525 - mmaction - INFO - Epoch [88][1800/1879] lr: 8.419e-02, eta: 4 days, 11:54:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.2923 2021-06-23 02:37:45,290 - mmaction - INFO - Epoch [88][1820/1879] lr: 8.419e-02, eta: 4 days, 11:53:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4031, top5_acc: 0.6629, loss_cls: 2.6420, loss: 2.6420, grad_norm: 2.3424 2021-06-23 02:38:30,203 - mmaction - INFO - Epoch [88][1840/1879] lr: 8.419e-02, eta: 4 days, 11:52:49, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.3657 2021-06-23 02:39:14,869 - mmaction - INFO - Epoch [88][1860/1879] lr: 8.419e-02, eta: 4 days, 11:52:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6848, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.3397 2021-06-23 02:39:58,025 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-06-23 02:41:26,786 - mmaction - INFO - Epoch [89][20/1879] lr: 8.279e-02, eta: 4 days, 11:50:37, time: 4.425, data_time: 2.172, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5125, loss: 2.5125, grad_norm: 2.2366 2021-06-23 02:42:11,819 - mmaction - INFO - Epoch [89][40/1879] lr: 8.279e-02, eta: 4 days, 11:49:53, time: 2.252, data_time: 0.004, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6664, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.2827 2021-06-23 02:42:56,743 - mmaction - INFO - Epoch [89][60/1879] lr: 8.279e-02, eta: 4 days, 11:49:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6637, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.2983 2021-06-23 02:43:41,544 - mmaction - INFO - Epoch [89][80/1879] lr: 8.279e-02, eta: 4 days, 11:48:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6980, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.2350 2021-06-23 02:44:26,381 - mmaction - INFO - Epoch [89][100/1879] lr: 8.279e-02, eta: 4 days, 11:47:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6742, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.2532 2021-06-23 02:45:11,376 - mmaction - INFO - Epoch [89][120/1879] lr: 8.279e-02, eta: 4 days, 11:46:53, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6797, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.3147 2021-06-23 02:45:56,109 - mmaction - INFO - Epoch [89][140/1879] lr: 8.279e-02, eta: 4 days, 11:46:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6906, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.2794 2021-06-23 02:46:40,950 - mmaction - INFO - Epoch [89][160/1879] lr: 8.279e-02, eta: 4 days, 11:45:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6719, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.3196 2021-06-23 02:47:25,743 - mmaction - INFO - Epoch [89][180/1879] lr: 8.279e-02, eta: 4 days, 11:44:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6852, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.3261 2021-06-23 02:48:10,665 - mmaction - INFO - Epoch [89][200/1879] lr: 8.279e-02, eta: 4 days, 11:43:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6715, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.3862 2021-06-23 02:48:55,565 - mmaction - INFO - Epoch [89][220/1879] lr: 8.279e-02, eta: 4 days, 11:43:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4098, top5_acc: 0.6656, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.3156 2021-06-23 02:49:40,378 - mmaction - INFO - Epoch [89][240/1879] lr: 8.279e-02, eta: 4 days, 11:42:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6941, loss_cls: 2.4582, loss: 2.4582, grad_norm: 2.2065 2021-06-23 02:50:25,268 - mmaction - INFO - Epoch [89][260/1879] lr: 8.279e-02, eta: 4 days, 11:41:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.5010, loss: 2.5010, grad_norm: 2.2782 2021-06-23 02:51:09,921 - mmaction - INFO - Epoch [89][280/1879] lr: 8.279e-02, eta: 4 days, 11:40:53, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6762, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.3034 2021-06-23 02:51:54,810 - mmaction - INFO - Epoch [89][300/1879] lr: 8.279e-02, eta: 4 days, 11:40:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6809, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.3601 2021-06-23 02:52:39,532 - mmaction - INFO - Epoch [89][320/1879] lr: 8.279e-02, eta: 4 days, 11:39:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6852, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.2796 2021-06-23 02:53:24,403 - mmaction - INFO - Epoch [89][340/1879] lr: 8.279e-02, eta: 4 days, 11:38:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6934, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.3006 2021-06-23 02:54:09,205 - mmaction - INFO - Epoch [89][360/1879] lr: 8.279e-02, eta: 4 days, 11:37:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6738, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.3261 2021-06-23 02:54:53,953 - mmaction - INFO - Epoch [89][380/1879] lr: 8.279e-02, eta: 4 days, 11:37:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.2710 2021-06-23 02:55:38,735 - mmaction - INFO - Epoch [89][400/1879] lr: 8.279e-02, eta: 4 days, 11:36:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6926, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.2756 2021-06-23 02:56:23,662 - mmaction - INFO - Epoch [89][420/1879] lr: 8.279e-02, eta: 4 days, 11:35:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6758, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.3067 2021-06-23 02:57:08,533 - mmaction - INFO - Epoch [89][440/1879] lr: 8.279e-02, eta: 4 days, 11:34:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6582, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.3392 2021-06-23 02:57:53,296 - mmaction - INFO - Epoch [89][460/1879] lr: 8.279e-02, eta: 4 days, 11:34:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6910, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.3112 2021-06-23 02:58:38,064 - mmaction - INFO - Epoch [89][480/1879] lr: 8.279e-02, eta: 4 days, 11:33:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6793, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.2743 2021-06-23 02:59:22,838 - mmaction - INFO - Epoch [89][500/1879] lr: 8.279e-02, eta: 4 days, 11:32:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6734, loss_cls: 2.5657, loss: 2.5657, grad_norm: 2.2500 2021-06-23 03:00:07,564 - mmaction - INFO - Epoch [89][520/1879] lr: 8.279e-02, eta: 4 days, 11:31:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6762, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.3313 2021-06-23 03:00:52,308 - mmaction - INFO - Epoch [89][540/1879] lr: 8.279e-02, eta: 4 days, 11:31:07, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6684, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.2734 2021-06-23 03:01:37,156 - mmaction - INFO - Epoch [89][560/1879] lr: 8.279e-02, eta: 4 days, 11:30:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6832, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.2979 2021-06-23 03:02:21,889 - mmaction - INFO - Epoch [89][580/1879] lr: 8.279e-02, eta: 4 days, 11:29:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6676, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3654 2021-06-23 03:03:06,709 - mmaction - INFO - Epoch [89][600/1879] lr: 8.279e-02, eta: 4 days, 11:28:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6648, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.3234 2021-06-23 03:03:51,409 - mmaction - INFO - Epoch [89][620/1879] lr: 8.279e-02, eta: 4 days, 11:28:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6836, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.2545 2021-06-23 03:04:36,061 - mmaction - INFO - Epoch [89][640/1879] lr: 8.279e-02, eta: 4 days, 11:27:21, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.3509 2021-06-23 03:05:20,793 - mmaction - INFO - Epoch [89][660/1879] lr: 8.279e-02, eta: 4 days, 11:26:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6715, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.3098 2021-06-23 03:06:05,579 - mmaction - INFO - Epoch [89][680/1879] lr: 8.279e-02, eta: 4 days, 11:25:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6848, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.2619 2021-06-23 03:06:50,318 - mmaction - INFO - Epoch [89][700/1879] lr: 8.279e-02, eta: 4 days, 11:25:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6793, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.6831 2021-06-23 03:07:34,991 - mmaction - INFO - Epoch [89][720/1879] lr: 8.279e-02, eta: 4 days, 11:24:21, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6691, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.4760 2021-06-23 03:08:19,848 - mmaction - INFO - Epoch [89][740/1879] lr: 8.279e-02, eta: 4 days, 11:23:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6734, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.3887 2021-06-23 03:09:04,661 - mmaction - INFO - Epoch [89][760/1879] lr: 8.279e-02, eta: 4 days, 11:22:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.3501 2021-06-23 03:09:49,420 - mmaction - INFO - Epoch [89][780/1879] lr: 8.279e-02, eta: 4 days, 11:22:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6930, loss_cls: 2.5104, loss: 2.5104, grad_norm: 2.3646 2021-06-23 03:10:34,175 - mmaction - INFO - Epoch [89][800/1879] lr: 8.279e-02, eta: 4 days, 11:21:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6660, loss_cls: 2.5700, loss: 2.5700, grad_norm: 2.3697 2021-06-23 03:11:19,030 - mmaction - INFO - Epoch [89][820/1879] lr: 8.279e-02, eta: 4 days, 11:20:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6824, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.2761 2021-06-23 03:12:03,844 - mmaction - INFO - Epoch [89][840/1879] lr: 8.279e-02, eta: 4 days, 11:19:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.5735, loss: 2.5735, grad_norm: 2.2718 2021-06-23 03:12:48,533 - mmaction - INFO - Epoch [89][860/1879] lr: 8.279e-02, eta: 4 days, 11:19:06, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.3467 2021-06-23 03:13:33,207 - mmaction - INFO - Epoch [89][880/1879] lr: 8.279e-02, eta: 4 days, 11:18:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6863, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.3369 2021-06-23 03:14:17,854 - mmaction - INFO - Epoch [89][900/1879] lr: 8.279e-02, eta: 4 days, 11:17:35, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6703, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.4338 2021-06-23 03:15:02,568 - mmaction - INFO - Epoch [89][920/1879] lr: 8.279e-02, eta: 4 days, 11:16:50, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6797, loss_cls: 2.5245, loss: 2.5245, grad_norm: 2.3694 2021-06-23 03:15:47,246 - mmaction - INFO - Epoch [89][940/1879] lr: 8.279e-02, eta: 4 days, 11:16:05, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6590, loss_cls: 2.6132, loss: 2.6132, grad_norm: 2.3641 2021-06-23 03:16:32,072 - mmaction - INFO - Epoch [89][960/1879] lr: 8.279e-02, eta: 4 days, 11:15:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6715, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.3066 2021-06-23 03:17:16,674 - mmaction - INFO - Epoch [89][980/1879] lr: 8.279e-02, eta: 4 days, 11:14:35, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6918, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.2886 2021-06-23 03:18:01,483 - mmaction - INFO - Epoch [89][1000/1879] lr: 8.279e-02, eta: 4 days, 11:13:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6918, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.3585 2021-06-23 03:18:46,120 - mmaction - INFO - Epoch [89][1020/1879] lr: 8.279e-02, eta: 4 days, 11:13:04, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6785, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.3311 2021-06-23 03:19:30,786 - mmaction - INFO - Epoch [89][1040/1879] lr: 8.279e-02, eta: 4 days, 11:12:19, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6766, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.3672 2021-06-23 03:20:15,544 - mmaction - INFO - Epoch [89][1060/1879] lr: 8.279e-02, eta: 4 days, 11:11:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.2674 2021-06-23 03:21:00,253 - mmaction - INFO - Epoch [89][1080/1879] lr: 8.279e-02, eta: 4 days, 11:10:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6715, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3104 2021-06-23 03:21:45,010 - mmaction - INFO - Epoch [89][1100/1879] lr: 8.279e-02, eta: 4 days, 11:10:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6922, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.3282 2021-06-23 03:22:29,830 - mmaction - INFO - Epoch [89][1120/1879] lr: 8.279e-02, eta: 4 days, 11:09:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6848, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.3572 2021-06-23 03:23:14,596 - mmaction - INFO - Epoch [89][1140/1879] lr: 8.279e-02, eta: 4 days, 11:08:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.3300 2021-06-23 03:23:59,282 - mmaction - INFO - Epoch [89][1160/1879] lr: 8.279e-02, eta: 4 days, 11:07:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.2840 2021-06-23 03:24:44,057 - mmaction - INFO - Epoch [89][1180/1879] lr: 8.279e-02, eta: 4 days, 11:07:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6789, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.2954 2021-06-23 03:25:28,819 - mmaction - INFO - Epoch [89][1200/1879] lr: 8.279e-02, eta: 4 days, 11:06:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6754, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.3299 2021-06-23 03:26:13,501 - mmaction - INFO - Epoch [89][1220/1879] lr: 8.279e-02, eta: 4 days, 11:05:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6699, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2480 2021-06-23 03:26:58,192 - mmaction - INFO - Epoch [89][1240/1879] lr: 8.279e-02, eta: 4 days, 11:04:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.3464 2021-06-23 03:27:42,903 - mmaction - INFO - Epoch [89][1260/1879] lr: 8.279e-02, eta: 4 days, 11:04:03, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.2964 2021-06-23 03:28:27,652 - mmaction - INFO - Epoch [89][1280/1879] lr: 8.279e-02, eta: 4 days, 11:03:18, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6805, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.3928 2021-06-23 03:29:12,325 - mmaction - INFO - Epoch [89][1300/1879] lr: 8.279e-02, eta: 4 days, 11:02:33, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6840, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.3282 2021-06-23 03:29:57,090 - mmaction - INFO - Epoch [89][1320/1879] lr: 8.279e-02, eta: 4 days, 11:01:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6719, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.2670 2021-06-23 03:30:41,947 - mmaction - INFO - Epoch [89][1340/1879] lr: 8.279e-02, eta: 4 days, 11:01:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6762, loss_cls: 2.5962, loss: 2.5962, grad_norm: 2.3219 2021-06-23 03:31:26,671 - mmaction - INFO - Epoch [89][1360/1879] lr: 8.279e-02, eta: 4 days, 11:00:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6723, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.3115 2021-06-23 03:32:11,344 - mmaction - INFO - Epoch [89][1380/1879] lr: 8.279e-02, eta: 4 days, 10:59:32, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6770, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.3139 2021-06-23 03:32:56,023 - mmaction - INFO - Epoch [89][1400/1879] lr: 8.279e-02, eta: 4 days, 10:58:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.5585, loss: 2.5585, grad_norm: 2.2691 2021-06-23 03:33:40,635 - mmaction - INFO - Epoch [89][1420/1879] lr: 8.279e-02, eta: 4 days, 10:58:02, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6602, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.3935 2021-06-23 03:34:25,364 - mmaction - INFO - Epoch [89][1440/1879] lr: 8.279e-02, eta: 4 days, 10:57:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.2634 2021-06-23 03:35:10,100 - mmaction - INFO - Epoch [89][1460/1879] lr: 8.279e-02, eta: 4 days, 10:56:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6887, loss_cls: 2.5426, loss: 2.5426, grad_norm: 2.3860 2021-06-23 03:35:54,739 - mmaction - INFO - Epoch [89][1480/1879] lr: 8.279e-02, eta: 4 days, 10:55:46, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.2962 2021-06-23 03:36:39,461 - mmaction - INFO - Epoch [89][1500/1879] lr: 8.279e-02, eta: 4 days, 10:55:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6855, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.2970 2021-06-23 03:37:24,078 - mmaction - INFO - Epoch [89][1520/1879] lr: 8.279e-02, eta: 4 days, 10:54:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6668, loss_cls: 2.5753, loss: 2.5753, grad_norm: 2.2466 2021-06-23 03:38:08,748 - mmaction - INFO - Epoch [89][1540/1879] lr: 8.279e-02, eta: 4 days, 10:53:31, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6852, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.3478 2021-06-23 03:38:53,611 - mmaction - INFO - Epoch [89][1560/1879] lr: 8.279e-02, eta: 4 days, 10:52:46, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6824, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.2916 2021-06-23 03:39:38,388 - mmaction - INFO - Epoch [89][1580/1879] lr: 8.279e-02, eta: 4 days, 10:52:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5459, loss: 2.5459, grad_norm: 2.2786 2021-06-23 03:40:23,205 - mmaction - INFO - Epoch [89][1600/1879] lr: 8.279e-02, eta: 4 days, 10:51:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6816, loss_cls: 2.5290, loss: 2.5290, grad_norm: 2.2667 2021-06-23 03:41:08,033 - mmaction - INFO - Epoch [89][1620/1879] lr: 8.279e-02, eta: 4 days, 10:50:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.3345 2021-06-23 03:41:52,876 - mmaction - INFO - Epoch [89][1640/1879] lr: 8.279e-02, eta: 4 days, 10:49:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6738, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.2886 2021-06-23 03:42:37,702 - mmaction - INFO - Epoch [89][1660/1879] lr: 8.279e-02, eta: 4 days, 10:49:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.3071 2021-06-23 03:43:22,654 - mmaction - INFO - Epoch [89][1680/1879] lr: 8.279e-02, eta: 4 days, 10:48:16, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6637, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.3330 2021-06-23 03:44:07,384 - mmaction - INFO - Epoch [89][1700/1879] lr: 8.279e-02, eta: 4 days, 10:47:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6832, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.2391 2021-06-23 03:44:52,093 - mmaction - INFO - Epoch [89][1720/1879] lr: 8.279e-02, eta: 4 days, 10:46:46, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5681, loss: 2.5681, grad_norm: 2.2837 2021-06-23 03:45:36,689 - mmaction - INFO - Epoch [89][1740/1879] lr: 8.279e-02, eta: 4 days, 10:46:00, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6809, loss_cls: 2.5479, loss: 2.5479, grad_norm: 2.3066 2021-06-23 03:46:21,465 - mmaction - INFO - Epoch [89][1760/1879] lr: 8.279e-02, eta: 4 days, 10:45:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6809, loss_cls: 2.5745, loss: 2.5745, grad_norm: 2.3256 2021-06-23 03:47:06,244 - mmaction - INFO - Epoch [89][1780/1879] lr: 8.279e-02, eta: 4 days, 10:44:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4121, top5_acc: 0.6781, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.2710 2021-06-23 03:47:51,044 - mmaction - INFO - Epoch [89][1800/1879] lr: 8.279e-02, eta: 4 days, 10:43:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.3996, top5_acc: 0.6699, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.3186 2021-06-23 03:48:35,865 - mmaction - INFO - Epoch [89][1820/1879] lr: 8.279e-02, eta: 4 days, 10:43:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6801, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.2926 2021-06-23 03:49:20,602 - mmaction - INFO - Epoch [89][1840/1879] lr: 8.279e-02, eta: 4 days, 10:42:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6801, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.2936 2021-06-23 03:50:05,406 - mmaction - INFO - Epoch [89][1860/1879] lr: 8.279e-02, eta: 4 days, 10:41:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6680, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.3672 2021-06-23 03:50:48,366 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-06-23 03:52:18,727 - mmaction - INFO - Epoch [90][20/1879] lr: 8.140e-02, eta: 4 days, 10:40:05, time: 4.484, data_time: 2.230, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6766, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.3104 2021-06-23 03:53:03,585 - mmaction - INFO - Epoch [90][40/1879] lr: 8.140e-02, eta: 4 days, 10:39:20, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.3115 2021-06-23 03:53:48,561 - mmaction - INFO - Epoch [90][60/1879] lr: 8.140e-02, eta: 4 days, 10:38:35, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6832, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.3184 2021-06-23 03:54:33,463 - mmaction - INFO - Epoch [90][80/1879] lr: 8.140e-02, eta: 4 days, 10:37:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.2868 2021-06-23 03:55:18,336 - mmaction - INFO - Epoch [90][100/1879] lr: 8.140e-02, eta: 4 days, 10:37:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6824, loss_cls: 2.4893, loss: 2.4893, grad_norm: 2.3557 2021-06-23 03:56:03,218 - mmaction - INFO - Epoch [90][120/1879] lr: 8.140e-02, eta: 4 days, 10:36:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6773, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.3798 2021-06-23 03:56:48,027 - mmaction - INFO - Epoch [90][140/1879] lr: 8.140e-02, eta: 4 days, 10:35:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6758, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.3922 2021-06-23 03:57:32,788 - mmaction - INFO - Epoch [90][160/1879] lr: 8.140e-02, eta: 4 days, 10:34:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6824, loss_cls: 2.4905, loss: 2.4905, grad_norm: 2.3090 2021-06-23 03:58:17,664 - mmaction - INFO - Epoch [90][180/1879] lr: 8.140e-02, eta: 4 days, 10:34:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6715, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.3078 2021-06-23 03:59:02,611 - mmaction - INFO - Epoch [90][200/1879] lr: 8.140e-02, eta: 4 days, 10:33:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6770, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.3230 2021-06-23 03:59:47,397 - mmaction - INFO - Epoch [90][220/1879] lr: 8.140e-02, eta: 4 days, 10:32:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.2888 2021-06-23 04:00:32,362 - mmaction - INFO - Epoch [90][240/1879] lr: 8.140e-02, eta: 4 days, 10:31:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6738, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.3632 2021-06-23 04:01:17,171 - mmaction - INFO - Epoch [90][260/1879] lr: 8.140e-02, eta: 4 days, 10:31:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6871, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.3548 2021-06-23 04:02:02,052 - mmaction - INFO - Epoch [90][280/1879] lr: 8.140e-02, eta: 4 days, 10:30:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6723, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.3581 2021-06-23 04:02:46,864 - mmaction - INFO - Epoch [90][300/1879] lr: 8.140e-02, eta: 4 days, 10:29:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6738, loss_cls: 2.5430, loss: 2.5430, grad_norm: 2.2668 2021-06-23 04:03:31,795 - mmaction - INFO - Epoch [90][320/1879] lr: 8.140e-02, eta: 4 days, 10:28:50, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6852, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.2524 2021-06-23 04:04:16,669 - mmaction - INFO - Epoch [90][340/1879] lr: 8.140e-02, eta: 4 days, 10:28:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6840, loss_cls: 2.5268, loss: 2.5268, grad_norm: 2.3518 2021-06-23 04:05:01,597 - mmaction - INFO - Epoch [90][360/1879] lr: 8.140e-02, eta: 4 days, 10:27:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.3110 2021-06-23 04:05:46,520 - mmaction - INFO - Epoch [90][380/1879] lr: 8.140e-02, eta: 4 days, 10:26:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6816, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.2442 2021-06-23 04:06:31,349 - mmaction - INFO - Epoch [90][400/1879] lr: 8.140e-02, eta: 4 days, 10:25:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6715, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.3245 2021-06-23 04:07:16,343 - mmaction - INFO - Epoch [90][420/1879] lr: 8.140e-02, eta: 4 days, 10:25:05, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7074, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.2463 2021-06-23 04:08:01,313 - mmaction - INFO - Epoch [90][440/1879] lr: 8.140e-02, eta: 4 days, 10:24:20, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6965, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.3170 2021-06-23 04:08:46,292 - mmaction - INFO - Epoch [90][460/1879] lr: 8.140e-02, eta: 4 days, 10:23:36, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.6922, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.2740 2021-06-23 04:09:31,015 - mmaction - INFO - Epoch [90][480/1879] lr: 8.140e-02, eta: 4 days, 10:22:50, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.3224 2021-06-23 04:10:15,939 - mmaction - INFO - Epoch [90][500/1879] lr: 8.140e-02, eta: 4 days, 10:22:06, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6871, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.3239 2021-06-23 04:11:00,665 - mmaction - INFO - Epoch [90][520/1879] lr: 8.140e-02, eta: 4 days, 10:21:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.4387 2021-06-23 04:11:45,402 - mmaction - INFO - Epoch [90][540/1879] lr: 8.140e-02, eta: 4 days, 10:20:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6797, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.3432 2021-06-23 04:12:30,235 - mmaction - INFO - Epoch [90][560/1879] lr: 8.140e-02, eta: 4 days, 10:19:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6840, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.3551 2021-06-23 04:13:15,061 - mmaction - INFO - Epoch [90][580/1879] lr: 8.140e-02, eta: 4 days, 10:19:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6715, loss_cls: 2.5864, loss: 2.5864, grad_norm: 2.3339 2021-06-23 04:13:59,821 - mmaction - INFO - Epoch [90][600/1879] lr: 8.140e-02, eta: 4 days, 10:18:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.3328 2021-06-23 04:14:44,550 - mmaction - INFO - Epoch [90][620/1879] lr: 8.140e-02, eta: 4 days, 10:17:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6770, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.3645 2021-06-23 04:15:29,557 - mmaction - INFO - Epoch [90][640/1879] lr: 8.140e-02, eta: 4 days, 10:16:50, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.2844 2021-06-23 04:16:14,436 - mmaction - INFO - Epoch [90][660/1879] lr: 8.140e-02, eta: 4 days, 10:16:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6754, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.3237 2021-06-23 04:16:59,210 - mmaction - INFO - Epoch [90][680/1879] lr: 8.140e-02, eta: 4 days, 10:15:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4012, top5_acc: 0.6617, loss_cls: 2.5901, loss: 2.5901, grad_norm: 2.3381 2021-06-23 04:17:44,046 - mmaction - INFO - Epoch [90][700/1879] lr: 8.140e-02, eta: 4 days, 10:14:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6859, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.2862 2021-06-23 04:18:28,964 - mmaction - INFO - Epoch [90][720/1879] lr: 8.140e-02, eta: 4 days, 10:13:50, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6957, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.3064 2021-06-23 04:19:13,868 - mmaction - INFO - Epoch [90][740/1879] lr: 8.140e-02, eta: 4 days, 10:13:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6750, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.5771 2021-06-23 04:19:58,573 - mmaction - INFO - Epoch [90][760/1879] lr: 8.140e-02, eta: 4 days, 10:12:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6562, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.3876 2021-06-23 04:20:43,339 - mmaction - INFO - Epoch [90][780/1879] lr: 8.140e-02, eta: 4 days, 10:11:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6844, loss_cls: 2.5183, loss: 2.5183, grad_norm: 2.3544 2021-06-23 04:21:28,012 - mmaction - INFO - Epoch [90][800/1879] lr: 8.140e-02, eta: 4 days, 10:10:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5034, loss: 2.5034, grad_norm: 2.3239 2021-06-23 04:22:12,847 - mmaction - INFO - Epoch [90][820/1879] lr: 8.140e-02, eta: 4 days, 10:10:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6820, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.3219 2021-06-23 04:22:57,617 - mmaction - INFO - Epoch [90][840/1879] lr: 8.140e-02, eta: 4 days, 10:09:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6691, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.3066 2021-06-23 04:23:42,447 - mmaction - INFO - Epoch [90][860/1879] lr: 8.140e-02, eta: 4 days, 10:08:35, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.2702 2021-06-23 04:24:27,488 - mmaction - INFO - Epoch [90][880/1879] lr: 8.140e-02, eta: 4 days, 10:07:50, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.2825 2021-06-23 04:25:12,409 - mmaction - INFO - Epoch [90][900/1879] lr: 8.140e-02, eta: 4 days, 10:07:05, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6777, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.3259 2021-06-23 04:25:57,200 - mmaction - INFO - Epoch [90][920/1879] lr: 8.140e-02, eta: 4 days, 10:06:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6863, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.2971 2021-06-23 04:26:42,045 - mmaction - INFO - Epoch [90][940/1879] lr: 8.140e-02, eta: 4 days, 10:05:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.2386 2021-06-23 04:27:26,898 - mmaction - INFO - Epoch [90][960/1879] lr: 8.140e-02, eta: 4 days, 10:04:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.3885 2021-06-23 04:28:11,613 - mmaction - INFO - Epoch [90][980/1879] lr: 8.140e-02, eta: 4 days, 10:04:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.2904 2021-06-23 04:28:56,391 - mmaction - INFO - Epoch [90][1000/1879] lr: 8.140e-02, eta: 4 days, 10:03:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6684, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.3452 2021-06-23 04:29:41,242 - mmaction - INFO - Epoch [90][1020/1879] lr: 8.140e-02, eta: 4 days, 10:02:35, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4043, top5_acc: 0.6633, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.4210 2021-06-23 04:30:26,068 - mmaction - INFO - Epoch [90][1040/1879] lr: 8.140e-02, eta: 4 days, 10:01:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6770, loss_cls: 2.5921, loss: 2.5921, grad_norm: 2.3042 2021-06-23 04:31:10,936 - mmaction - INFO - Epoch [90][1060/1879] lr: 8.140e-02, eta: 4 days, 10:01:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6684, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.3132 2021-06-23 04:31:55,637 - mmaction - INFO - Epoch [90][1080/1879] lr: 8.140e-02, eta: 4 days, 10:00:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.3103 2021-06-23 04:32:40,373 - mmaction - INFO - Epoch [90][1100/1879] lr: 8.140e-02, eta: 4 days, 9:59:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6770, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.2898 2021-06-23 04:33:25,285 - mmaction - INFO - Epoch [90][1120/1879] lr: 8.140e-02, eta: 4 days, 9:58:50, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5451, loss: 2.5451, grad_norm: 2.2980 2021-06-23 04:34:10,051 - mmaction - INFO - Epoch [90][1140/1879] lr: 8.140e-02, eta: 4 days, 9:58:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6754, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.3720 2021-06-23 04:34:54,744 - mmaction - INFO - Epoch [90][1160/1879] lr: 8.140e-02, eta: 4 days, 9:57:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.3352 2021-06-23 04:35:39,552 - mmaction - INFO - Epoch [90][1180/1879] lr: 8.140e-02, eta: 4 days, 9:56:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6785, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.3600 2021-06-23 04:36:24,241 - mmaction - INFO - Epoch [90][1200/1879] lr: 8.140e-02, eta: 4 days, 9:55:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6723, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.2825 2021-06-23 04:37:08,973 - mmaction - INFO - Epoch [90][1220/1879] lr: 8.140e-02, eta: 4 days, 9:55:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6539, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.3578 2021-06-23 04:37:53,705 - mmaction - INFO - Epoch [90][1240/1879] lr: 8.140e-02, eta: 4 days, 9:54:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6715, loss_cls: 2.5982, loss: 2.5982, grad_norm: 2.2838 2021-06-23 04:38:38,408 - mmaction - INFO - Epoch [90][1260/1879] lr: 8.140e-02, eta: 4 days, 9:53:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6668, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.3081 2021-06-23 04:39:23,224 - mmaction - INFO - Epoch [90][1280/1879] lr: 8.140e-02, eta: 4 days, 9:52:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6867, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.2656 2021-06-23 04:40:07,886 - mmaction - INFO - Epoch [90][1300/1879] lr: 8.140e-02, eta: 4 days, 9:52:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6777, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.3437 2021-06-23 04:40:52,702 - mmaction - INFO - Epoch [90][1320/1879] lr: 8.140e-02, eta: 4 days, 9:51:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6680, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.3453 2021-06-23 04:41:37,416 - mmaction - INFO - Epoch [90][1340/1879] lr: 8.140e-02, eta: 4 days, 9:50:34, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6801, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3189 2021-06-23 04:42:22,230 - mmaction - INFO - Epoch [90][1360/1879] lr: 8.140e-02, eta: 4 days, 9:49:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6805, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.2795 2021-06-23 04:43:06,964 - mmaction - INFO - Epoch [90][1380/1879] lr: 8.140e-02, eta: 4 days, 9:49:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6773, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.3794 2021-06-23 04:43:51,769 - mmaction - INFO - Epoch [90][1400/1879] lr: 8.140e-02, eta: 4 days, 9:48:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4016, top5_acc: 0.6551, loss_cls: 2.6210, loss: 2.6210, grad_norm: 2.2867 2021-06-23 04:44:36,578 - mmaction - INFO - Epoch [90][1420/1879] lr: 8.140e-02, eta: 4 days, 9:47:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.2310 2021-06-23 04:45:21,318 - mmaction - INFO - Epoch [90][1440/1879] lr: 8.140e-02, eta: 4 days, 9:46:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6781, loss_cls: 2.5708, loss: 2.5708, grad_norm: 2.3078 2021-06-23 04:46:06,154 - mmaction - INFO - Epoch [90][1460/1879] lr: 8.140e-02, eta: 4 days, 9:46:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6723, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.3139 2021-06-23 04:46:51,093 - mmaction - INFO - Epoch [90][1480/1879] lr: 8.140e-02, eta: 4 days, 9:45:18, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6723, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.2951 2021-06-23 04:47:35,989 - mmaction - INFO - Epoch [90][1500/1879] lr: 8.140e-02, eta: 4 days, 9:44:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6793, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.3919 2021-06-23 04:48:20,713 - mmaction - INFO - Epoch [90][1520/1879] lr: 8.140e-02, eta: 4 days, 9:43:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.5020, loss: 2.5020, grad_norm: 2.3627 2021-06-23 04:49:05,519 - mmaction - INFO - Epoch [90][1540/1879] lr: 8.140e-02, eta: 4 days, 9:43:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6840, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.2522 2021-06-23 04:49:50,343 - mmaction - INFO - Epoch [90][1560/1879] lr: 8.140e-02, eta: 4 days, 9:42:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6844, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.3472 2021-06-23 04:50:35,213 - mmaction - INFO - Epoch [90][1580/1879] lr: 8.140e-02, eta: 4 days, 9:41:33, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6695, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.2859 2021-06-23 04:51:19,944 - mmaction - INFO - Epoch [90][1600/1879] lr: 8.140e-02, eta: 4 days, 9:40:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.2818 2021-06-23 04:52:04,649 - mmaction - INFO - Epoch [90][1620/1879] lr: 8.140e-02, eta: 4 days, 9:40:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.3215 2021-06-23 04:52:49,555 - mmaction - INFO - Epoch [90][1640/1879] lr: 8.140e-02, eta: 4 days, 9:39:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6910, loss_cls: 2.5097, loss: 2.5097, grad_norm: 2.3489 2021-06-23 04:53:34,199 - mmaction - INFO - Epoch [90][1660/1879] lr: 8.140e-02, eta: 4 days, 9:38:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6957, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.3566 2021-06-23 04:54:18,889 - mmaction - INFO - Epoch [90][1680/1879] lr: 8.140e-02, eta: 4 days, 9:37:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6813, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.3702 2021-06-23 04:55:03,653 - mmaction - INFO - Epoch [90][1700/1879] lr: 8.140e-02, eta: 4 days, 9:37:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.5991, loss: 2.5991, grad_norm: 2.3123 2021-06-23 04:55:48,318 - mmaction - INFO - Epoch [90][1720/1879] lr: 8.140e-02, eta: 4 days, 9:36:18, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6891, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.3325 2021-06-23 04:56:33,107 - mmaction - INFO - Epoch [90][1740/1879] lr: 8.140e-02, eta: 4 days, 9:35:32, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6836, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.3070 2021-06-23 04:57:17,894 - mmaction - INFO - Epoch [90][1760/1879] lr: 8.140e-02, eta: 4 days, 9:34:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6762, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.3170 2021-06-23 04:58:02,776 - mmaction - INFO - Epoch [90][1780/1879] lr: 8.140e-02, eta: 4 days, 9:34:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6773, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.4141 2021-06-23 04:58:47,638 - mmaction - INFO - Epoch [90][1800/1879] lr: 8.140e-02, eta: 4 days, 9:33:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6711, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.3370 2021-06-23 04:59:32,392 - mmaction - INFO - Epoch [90][1820/1879] lr: 8.140e-02, eta: 4 days, 9:32:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.3787 2021-06-23 05:00:17,122 - mmaction - INFO - Epoch [90][1840/1879] lr: 8.140e-02, eta: 4 days, 9:31:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6773, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.3238 2021-06-23 05:01:01,965 - mmaction - INFO - Epoch [90][1860/1879] lr: 8.140e-02, eta: 4 days, 9:31:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.2264 2021-06-23 05:01:45,000 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-06-23 05:03:15,500 - mmaction - INFO - Epoch [91][20/1879] lr: 8.000e-02, eta: 4 days, 9:29:37, time: 4.479, data_time: 2.144, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6809, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.3858 2021-06-23 05:04:00,344 - mmaction - INFO - Epoch [91][40/1879] lr: 8.000e-02, eta: 4 days, 9:28:52, time: 2.242, data_time: 0.005, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6562, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3141 2021-06-23 05:04:45,299 - mmaction - INFO - Epoch [91][60/1879] lr: 8.000e-02, eta: 4 days, 9:28:07, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6707, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.3413 2021-06-23 05:05:30,287 - mmaction - INFO - Epoch [91][80/1879] lr: 8.000e-02, eta: 4 days, 9:27:22, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.7020, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.3057 2021-06-23 05:06:15,286 - mmaction - INFO - Epoch [91][100/1879] lr: 8.000e-02, eta: 4 days, 9:26:37, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6941, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.3086 2021-06-23 05:07:00,237 - mmaction - INFO - Epoch [91][120/1879] lr: 8.000e-02, eta: 4 days, 9:25:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6816, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.3198 2021-06-23 05:07:45,143 - mmaction - INFO - Epoch [91][140/1879] lr: 8.000e-02, eta: 4 days, 9:25:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6930, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.3714 2021-06-23 05:08:30,040 - mmaction - INFO - Epoch [91][160/1879] lr: 8.000e-02, eta: 4 days, 9:24:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6715, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.3497 2021-06-23 05:09:15,050 - mmaction - INFO - Epoch [91][180/1879] lr: 8.000e-02, eta: 4 days, 9:23:38, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.2979 2021-06-23 05:09:59,960 - mmaction - INFO - Epoch [91][200/1879] lr: 8.000e-02, eta: 4 days, 9:22:53, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6875, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.3556 2021-06-23 05:10:44,879 - mmaction - INFO - Epoch [91][220/1879] lr: 8.000e-02, eta: 4 days, 9:22:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.3254 2021-06-23 05:11:29,782 - mmaction - INFO - Epoch [91][240/1879] lr: 8.000e-02, eta: 4 days, 9:21:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6953, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.3555 2021-06-23 05:12:14,642 - mmaction - INFO - Epoch [91][260/1879] lr: 8.000e-02, eta: 4 days, 9:20:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6902, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.3078 2021-06-23 05:12:59,607 - mmaction - INFO - Epoch [91][280/1879] lr: 8.000e-02, eta: 4 days, 9:19:53, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6887, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.3560 2021-06-23 05:13:44,517 - mmaction - INFO - Epoch [91][300/1879] lr: 8.000e-02, eta: 4 days, 9:19:08, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6918, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.3438 2021-06-23 05:14:29,367 - mmaction - INFO - Epoch [91][320/1879] lr: 8.000e-02, eta: 4 days, 9:18:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6914, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.2953 2021-06-23 05:15:14,189 - mmaction - INFO - Epoch [91][340/1879] lr: 8.000e-02, eta: 4 days, 9:17:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6695, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.4034 2021-06-23 05:15:59,004 - mmaction - INFO - Epoch [91][360/1879] lr: 8.000e-02, eta: 4 days, 9:16:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.2934 2021-06-23 05:16:43,870 - mmaction - INFO - Epoch [91][380/1879] lr: 8.000e-02, eta: 4 days, 9:16:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6695, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.2893 2021-06-23 05:17:28,639 - mmaction - INFO - Epoch [91][400/1879] lr: 8.000e-02, eta: 4 days, 9:15:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6652, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.3730 2021-06-23 05:18:13,532 - mmaction - INFO - Epoch [91][420/1879] lr: 8.000e-02, eta: 4 days, 9:14:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.2984 2021-06-23 05:18:58,262 - mmaction - INFO - Epoch [91][440/1879] lr: 8.000e-02, eta: 4 days, 9:13:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.3390 2021-06-23 05:19:43,162 - mmaction - INFO - Epoch [91][460/1879] lr: 8.000e-02, eta: 4 days, 9:13:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6973, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.3635 2021-06-23 05:20:28,064 - mmaction - INFO - Epoch [91][480/1879] lr: 8.000e-02, eta: 4 days, 9:12:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6863, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.3370 2021-06-23 05:21:12,902 - mmaction - INFO - Epoch [91][500/1879] lr: 8.000e-02, eta: 4 days, 9:11:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6645, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.3571 2021-06-23 05:21:57,608 - mmaction - INFO - Epoch [91][520/1879] lr: 8.000e-02, eta: 4 days, 9:10:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.3522 2021-06-23 05:22:42,478 - mmaction - INFO - Epoch [91][540/1879] lr: 8.000e-02, eta: 4 days, 9:10:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6852, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.3066 2021-06-23 05:23:27,382 - mmaction - INFO - Epoch [91][560/1879] lr: 8.000e-02, eta: 4 days, 9:09:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6836, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.3518 2021-06-23 05:24:12,078 - mmaction - INFO - Epoch [91][580/1879] lr: 8.000e-02, eta: 4 days, 9:08:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6773, loss_cls: 2.5921, loss: 2.5921, grad_norm: 2.3182 2021-06-23 05:24:57,019 - mmaction - INFO - Epoch [91][600/1879] lr: 8.000e-02, eta: 4 days, 9:07:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6680, loss_cls: 2.5517, loss: 2.5517, grad_norm: 2.3184 2021-06-23 05:25:41,690 - mmaction - INFO - Epoch [91][620/1879] lr: 8.000e-02, eta: 4 days, 9:07:08, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5530, loss: 2.5530, grad_norm: 2.3424 2021-06-23 05:26:26,567 - mmaction - INFO - Epoch [91][640/1879] lr: 8.000e-02, eta: 4 days, 9:06:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6793, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.3166 2021-06-23 05:27:11,424 - mmaction - INFO - Epoch [91][660/1879] lr: 8.000e-02, eta: 4 days, 9:05:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6773, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.4247 2021-06-23 05:27:56,200 - mmaction - INFO - Epoch [91][680/1879] lr: 8.000e-02, eta: 4 days, 9:04:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.6388, loss: 2.6388, grad_norm: 2.3960 2021-06-23 05:28:40,996 - mmaction - INFO - Epoch [91][700/1879] lr: 8.000e-02, eta: 4 days, 9:04:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6754, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.3013 2021-06-23 05:29:25,639 - mmaction - INFO - Epoch [91][720/1879] lr: 8.000e-02, eta: 4 days, 9:03:22, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.3091 2021-06-23 05:30:10,384 - mmaction - INFO - Epoch [91][740/1879] lr: 8.000e-02, eta: 4 days, 9:02:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.3092 2021-06-23 05:30:55,155 - mmaction - INFO - Epoch [91][760/1879] lr: 8.000e-02, eta: 4 days, 9:01:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6715, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.3319 2021-06-23 05:31:39,970 - mmaction - INFO - Epoch [91][780/1879] lr: 8.000e-02, eta: 4 days, 9:01:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6730, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.2980 2021-06-23 05:32:24,765 - mmaction - INFO - Epoch [91][800/1879] lr: 8.000e-02, eta: 4 days, 9:00:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.3783 2021-06-23 05:33:09,662 - mmaction - INFO - Epoch [91][820/1879] lr: 8.000e-02, eta: 4 days, 8:59:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6652, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.3008 2021-06-23 05:33:54,522 - mmaction - INFO - Epoch [91][840/1879] lr: 8.000e-02, eta: 4 days, 8:58:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6625, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.4003 2021-06-23 05:34:39,404 - mmaction - INFO - Epoch [91][860/1879] lr: 8.000e-02, eta: 4 days, 8:58:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5104, loss: 2.5104, grad_norm: 2.3243 2021-06-23 05:35:24,303 - mmaction - INFO - Epoch [91][880/1879] lr: 8.000e-02, eta: 4 days, 8:57:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6863, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.3520 2021-06-23 05:36:09,100 - mmaction - INFO - Epoch [91][900/1879] lr: 8.000e-02, eta: 4 days, 8:56:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6941, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.3119 2021-06-23 05:36:53,852 - mmaction - INFO - Epoch [91][920/1879] lr: 8.000e-02, eta: 4 days, 8:55:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.3253 2021-06-23 05:37:38,706 - mmaction - INFO - Epoch [91][940/1879] lr: 8.000e-02, eta: 4 days, 8:55:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6949, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.2955 2021-06-23 05:38:23,562 - mmaction - INFO - Epoch [91][960/1879] lr: 8.000e-02, eta: 4 days, 8:54:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.7035, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.3151 2021-06-23 05:39:08,216 - mmaction - INFO - Epoch [91][980/1879] lr: 8.000e-02, eta: 4 days, 8:53:37, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6770, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.3437 2021-06-23 05:39:52,935 - mmaction - INFO - Epoch [91][1000/1879] lr: 8.000e-02, eta: 4 days, 8:52:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4168, top5_acc: 0.6727, loss_cls: 2.5479, loss: 2.5479, grad_norm: 2.3466 2021-06-23 05:40:37,730 - mmaction - INFO - Epoch [91][1020/1879] lr: 8.000e-02, eta: 4 days, 8:52:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6715, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.3492 2021-06-23 05:41:22,466 - mmaction - INFO - Epoch [91][1040/1879] lr: 8.000e-02, eta: 4 days, 8:51:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.3259 2021-06-23 05:42:07,340 - mmaction - INFO - Epoch [91][1060/1879] lr: 8.000e-02, eta: 4 days, 8:50:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6750, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.3306 2021-06-23 05:42:52,099 - mmaction - INFO - Epoch [91][1080/1879] lr: 8.000e-02, eta: 4 days, 8:49:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.3523 2021-06-23 05:43:36,987 - mmaction - INFO - Epoch [91][1100/1879] lr: 8.000e-02, eta: 4 days, 8:49:07, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6934, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.3843 2021-06-23 05:44:21,640 - mmaction - INFO - Epoch [91][1120/1879] lr: 8.000e-02, eta: 4 days, 8:48:22, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6809, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.3718 2021-06-23 05:45:06,364 - mmaction - INFO - Epoch [91][1140/1879] lr: 8.000e-02, eta: 4 days, 8:47:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6863, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.4267 2021-06-23 05:45:51,136 - mmaction - INFO - Epoch [91][1160/1879] lr: 8.000e-02, eta: 4 days, 8:46:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6723, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.4116 2021-06-23 05:46:35,956 - mmaction - INFO - Epoch [91][1180/1879] lr: 8.000e-02, eta: 4 days, 8:46:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6832, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.3840 2021-06-23 05:47:20,767 - mmaction - INFO - Epoch [91][1200/1879] lr: 8.000e-02, eta: 4 days, 8:45:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.3695 2021-06-23 05:48:05,536 - mmaction - INFO - Epoch [91][1220/1879] lr: 8.000e-02, eta: 4 days, 8:44:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6832, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.3085 2021-06-23 05:48:50,317 - mmaction - INFO - Epoch [91][1240/1879] lr: 8.000e-02, eta: 4 days, 8:43:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6832, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.2844 2021-06-23 05:49:35,015 - mmaction - INFO - Epoch [91][1260/1879] lr: 8.000e-02, eta: 4 days, 8:43:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4148, top5_acc: 0.6820, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.3380 2021-06-23 05:50:19,820 - mmaction - INFO - Epoch [91][1280/1879] lr: 8.000e-02, eta: 4 days, 8:42:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6781, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.3387 2021-06-23 05:51:04,450 - mmaction - INFO - Epoch [91][1300/1879] lr: 8.000e-02, eta: 4 days, 8:41:36, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.3086 2021-06-23 05:51:49,504 - mmaction - INFO - Epoch [91][1320/1879] lr: 8.000e-02, eta: 4 days, 8:40:51, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.3420 2021-06-23 05:52:34,118 - mmaction - INFO - Epoch [91][1340/1879] lr: 8.000e-02, eta: 4 days, 8:40:06, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6902, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.3775 2021-06-23 05:53:18,822 - mmaction - INFO - Epoch [91][1360/1879] lr: 8.000e-02, eta: 4 days, 8:39:21, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6816, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.3388 2021-06-23 05:54:03,593 - mmaction - INFO - Epoch [91][1380/1879] lr: 8.000e-02, eta: 4 days, 8:38:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6750, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.3317 2021-06-23 05:54:48,297 - mmaction - INFO - Epoch [91][1400/1879] lr: 8.000e-02, eta: 4 days, 8:37:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7039, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.3385 2021-06-23 05:55:33,054 - mmaction - INFO - Epoch [91][1420/1879] lr: 8.000e-02, eta: 4 days, 8:37:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6953, loss_cls: 2.5211, loss: 2.5211, grad_norm: 2.3899 2021-06-23 05:56:17,777 - mmaction - INFO - Epoch [91][1440/1879] lr: 8.000e-02, eta: 4 days, 8:36:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6660, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.3275 2021-06-23 05:57:02,548 - mmaction - INFO - Epoch [91][1460/1879] lr: 8.000e-02, eta: 4 days, 8:35:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6824, loss_cls: 2.5432, loss: 2.5432, grad_norm: 2.3326 2021-06-23 05:57:47,268 - mmaction - INFO - Epoch [91][1480/1879] lr: 8.000e-02, eta: 4 days, 8:34:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.3648 2021-06-23 05:58:32,116 - mmaction - INFO - Epoch [91][1500/1879] lr: 8.000e-02, eta: 4 days, 8:34:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6687, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.3368 2021-06-23 05:59:16,764 - mmaction - INFO - Epoch [91][1520/1879] lr: 8.000e-02, eta: 4 days, 8:33:20, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6832, loss_cls: 2.5314, loss: 2.5314, grad_norm: 2.3148 2021-06-23 06:00:01,649 - mmaction - INFO - Epoch [91][1540/1879] lr: 8.000e-02, eta: 4 days, 8:32:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.3233 2021-06-23 06:00:49,744 - mmaction - INFO - Epoch [91][1560/1879] lr: 8.000e-02, eta: 4 days, 8:31:53, time: 2.395, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6730, loss_cls: 2.5453, loss: 2.5453, grad_norm: 2.3143 2021-06-23 06:01:34,731 - mmaction - INFO - Epoch [91][1580/1879] lr: 8.000e-02, eta: 4 days, 8:31:08, time: 2.259, data_time: 0.016, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6828, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.3269 2021-06-23 06:02:19,634 - mmaction - INFO - Epoch [91][1600/1879] lr: 8.000e-02, eta: 4 days, 8:30:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6738, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.4011 2021-06-23 06:03:04,510 - mmaction - INFO - Epoch [91][1620/1879] lr: 8.000e-02, eta: 4 days, 8:29:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6562, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.2706 2021-06-23 06:03:49,391 - mmaction - INFO - Epoch [91][1640/1879] lr: 8.000e-02, eta: 4 days, 8:28:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6742, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.4241 2021-06-23 06:04:34,056 - mmaction - INFO - Epoch [91][1660/1879] lr: 8.000e-02, eta: 4 days, 8:28:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6832, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.3437 2021-06-23 06:05:18,871 - mmaction - INFO - Epoch [91][1680/1879] lr: 8.000e-02, eta: 4 days, 8:27:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6793, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.2955 2021-06-23 06:06:03,595 - mmaction - INFO - Epoch [91][1700/1879] lr: 8.000e-02, eta: 4 days, 8:26:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6762, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.3148 2021-06-23 06:06:48,286 - mmaction - INFO - Epoch [91][1720/1879] lr: 8.000e-02, eta: 4 days, 8:25:53, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6770, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.3744 2021-06-23 06:07:33,018 - mmaction - INFO - Epoch [91][1740/1879] lr: 8.000e-02, eta: 4 days, 8:25:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6758, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.3587 2021-06-23 06:08:17,895 - mmaction - INFO - Epoch [91][1760/1879] lr: 8.000e-02, eta: 4 days, 8:24:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6715, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.3362 2021-06-23 06:09:02,660 - mmaction - INFO - Epoch [91][1780/1879] lr: 8.000e-02, eta: 4 days, 8:23:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6855, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.3227 2021-06-23 06:09:47,440 - mmaction - INFO - Epoch [91][1800/1879] lr: 8.000e-02, eta: 4 days, 8:22:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6785, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.3120 2021-06-23 06:10:32,213 - mmaction - INFO - Epoch [91][1820/1879] lr: 8.000e-02, eta: 4 days, 8:22:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6789, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.3275 2021-06-23 06:11:17,003 - mmaction - INFO - Epoch [91][1840/1879] lr: 8.000e-02, eta: 4 days, 8:21:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6746, loss_cls: 2.5489, loss: 2.5489, grad_norm: 2.4058 2021-06-23 06:12:01,785 - mmaction - INFO - Epoch [91][1860/1879] lr: 8.000e-02, eta: 4 days, 8:20:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6746, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.3070 2021-06-23 06:12:56,712 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-06-23 06:15:18,221 - mmaction - INFO - Epoch [92][20/1879] lr: 7.860e-02, eta: 4 days, 8:20:03, time: 7.060, data_time: 4.806, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6813, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.3381 2021-06-23 06:16:02,965 - mmaction - INFO - Epoch [92][40/1879] lr: 7.860e-02, eta: 4 days, 8:19:18, time: 2.237, data_time: 0.002, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6801, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.3835 2021-06-23 06:16:47,726 - mmaction - INFO - Epoch [92][60/1879] lr: 7.860e-02, eta: 4 days, 8:18:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6887, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.3848 2021-06-23 06:17:32,455 - mmaction - INFO - Epoch [92][80/1879] lr: 7.860e-02, eta: 4 days, 8:17:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6879, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.3418 2021-06-23 06:18:17,260 - mmaction - INFO - Epoch [92][100/1879] lr: 7.860e-02, eta: 4 days, 8:17:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6941, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.2421 2021-06-23 06:19:02,069 - mmaction - INFO - Epoch [92][120/1879] lr: 7.860e-02, eta: 4 days, 8:16:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6750, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.3630 2021-06-23 06:19:46,880 - mmaction - INFO - Epoch [92][140/1879] lr: 7.860e-02, eta: 4 days, 8:15:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6801, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.3549 2021-06-23 06:20:31,620 - mmaction - INFO - Epoch [92][160/1879] lr: 7.860e-02, eta: 4 days, 8:14:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6922, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.3618 2021-06-23 06:21:16,481 - mmaction - INFO - Epoch [92][180/1879] lr: 7.860e-02, eta: 4 days, 8:14:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6816, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.3353 2021-06-23 06:22:01,320 - mmaction - INFO - Epoch [92][200/1879] lr: 7.860e-02, eta: 4 days, 8:13:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6813, loss_cls: 2.5166, loss: 2.5166, grad_norm: 2.3213 2021-06-23 06:22:46,030 - mmaction - INFO - Epoch [92][220/1879] lr: 7.860e-02, eta: 4 days, 8:12:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.2716 2021-06-23 06:23:30,860 - mmaction - INFO - Epoch [92][240/1879] lr: 7.860e-02, eta: 4 days, 8:11:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6863, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.3151 2021-06-23 06:24:15,736 - mmaction - INFO - Epoch [92][260/1879] lr: 7.860e-02, eta: 4 days, 8:11:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6867, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.3678 2021-06-23 06:25:00,521 - mmaction - INFO - Epoch [92][280/1879] lr: 7.860e-02, eta: 4 days, 8:10:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.3760 2021-06-23 06:25:45,287 - mmaction - INFO - Epoch [92][300/1879] lr: 7.860e-02, eta: 4 days, 8:09:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6801, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.3280 2021-06-23 06:26:29,950 - mmaction - INFO - Epoch [92][320/1879] lr: 7.860e-02, eta: 4 days, 8:08:47, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6832, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.3282 2021-06-23 06:27:14,753 - mmaction - INFO - Epoch [92][340/1879] lr: 7.860e-02, eta: 4 days, 8:08:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6828, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.3652 2021-06-23 06:27:59,702 - mmaction - INFO - Epoch [92][360/1879] lr: 7.860e-02, eta: 4 days, 8:07:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6898, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.3332 2021-06-23 06:28:44,428 - mmaction - INFO - Epoch [92][380/1879] lr: 7.860e-02, eta: 4 days, 8:06:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6754, loss_cls: 2.5393, loss: 2.5393, grad_norm: 2.3079 2021-06-23 06:29:29,158 - mmaction - INFO - Epoch [92][400/1879] lr: 7.860e-02, eta: 4 days, 8:05:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6824, loss_cls: 2.4807, loss: 2.4807, grad_norm: 2.3950 2021-06-23 06:30:13,869 - mmaction - INFO - Epoch [92][420/1879] lr: 7.860e-02, eta: 4 days, 8:05:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6820, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.3416 2021-06-23 06:30:58,586 - mmaction - INFO - Epoch [92][440/1879] lr: 7.860e-02, eta: 4 days, 8:04:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.3738 2021-06-23 06:31:43,405 - mmaction - INFO - Epoch [92][460/1879] lr: 7.860e-02, eta: 4 days, 8:03:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6809, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4036 2021-06-23 06:32:28,119 - mmaction - INFO - Epoch [92][480/1879] lr: 7.860e-02, eta: 4 days, 8:02:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6965, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.3046 2021-06-23 06:33:13,032 - mmaction - INFO - Epoch [92][500/1879] lr: 7.860e-02, eta: 4 days, 8:02:01, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4562, top5_acc: 0.6828, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.2919 2021-06-23 06:33:58,068 - mmaction - INFO - Epoch [92][520/1879] lr: 7.860e-02, eta: 4 days, 8:01:16, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6773, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.4370 2021-06-23 06:34:42,726 - mmaction - INFO - Epoch [92][540/1879] lr: 7.860e-02, eta: 4 days, 8:00:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.3738 2021-06-23 06:35:27,581 - mmaction - INFO - Epoch [92][560/1879] lr: 7.860e-02, eta: 4 days, 7:59:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6918, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.3469 2021-06-23 06:36:12,457 - mmaction - INFO - Epoch [92][580/1879] lr: 7.860e-02, eta: 4 days, 7:59:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.3515 2021-06-23 06:36:57,233 - mmaction - INFO - Epoch [92][600/1879] lr: 7.860e-02, eta: 4 days, 7:58:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6770, loss_cls: 2.5016, loss: 2.5016, grad_norm: 2.3029 2021-06-23 06:37:42,023 - mmaction - INFO - Epoch [92][620/1879] lr: 7.860e-02, eta: 4 days, 7:57:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.3291 2021-06-23 06:38:26,833 - mmaction - INFO - Epoch [92][640/1879] lr: 7.860e-02, eta: 4 days, 7:56:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4113, top5_acc: 0.6762, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.3340 2021-06-23 06:39:11,581 - mmaction - INFO - Epoch [92][660/1879] lr: 7.860e-02, eta: 4 days, 7:56:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6941, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.3942 2021-06-23 06:39:56,269 - mmaction - INFO - Epoch [92][680/1879] lr: 7.860e-02, eta: 4 days, 7:55:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6902, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.3222 2021-06-23 06:40:41,049 - mmaction - INFO - Epoch [92][700/1879] lr: 7.860e-02, eta: 4 days, 7:54:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.3776 2021-06-23 06:41:25,814 - mmaction - INFO - Epoch [92][720/1879] lr: 7.860e-02, eta: 4 days, 7:53:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.3553 2021-06-23 06:42:10,739 - mmaction - INFO - Epoch [92][740/1879] lr: 7.860e-02, eta: 4 days, 7:53:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.3814 2021-06-23 06:42:55,487 - mmaction - INFO - Epoch [92][760/1879] lr: 7.860e-02, eta: 4 days, 7:52:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6891, loss_cls: 2.4528, loss: 2.4528, grad_norm: 2.3526 2021-06-23 06:43:40,201 - mmaction - INFO - Epoch [92][780/1879] lr: 7.860e-02, eta: 4 days, 7:51:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6898, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.3480 2021-06-23 06:44:25,014 - mmaction - INFO - Epoch [92][800/1879] lr: 7.860e-02, eta: 4 days, 7:50:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6742, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.3995 2021-06-23 06:45:09,831 - mmaction - INFO - Epoch [92][820/1879] lr: 7.860e-02, eta: 4 days, 7:50:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.3384 2021-06-23 06:45:54,561 - mmaction - INFO - Epoch [92][840/1879] lr: 7.860e-02, eta: 4 days, 7:49:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6777, loss_cls: 2.5139, loss: 2.5139, grad_norm: 2.3789 2021-06-23 06:46:39,392 - mmaction - INFO - Epoch [92][860/1879] lr: 7.860e-02, eta: 4 days, 7:48:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6762, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.3850 2021-06-23 06:47:24,110 - mmaction - INFO - Epoch [92][880/1879] lr: 7.860e-02, eta: 4 days, 7:47:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6828, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.3301 2021-06-23 06:48:08,813 - mmaction - INFO - Epoch [92][900/1879] lr: 7.860e-02, eta: 4 days, 7:47:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6730, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.3867 2021-06-23 06:48:53,581 - mmaction - INFO - Epoch [92][920/1879] lr: 7.860e-02, eta: 4 days, 7:46:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6746, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.3391 2021-06-23 06:49:38,380 - mmaction - INFO - Epoch [92][940/1879] lr: 7.860e-02, eta: 4 days, 7:45:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4141, top5_acc: 0.6785, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.4112 2021-06-23 06:50:23,124 - mmaction - INFO - Epoch [92][960/1879] lr: 7.860e-02, eta: 4 days, 7:44:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.7000, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.2917 2021-06-23 06:51:07,864 - mmaction - INFO - Epoch [92][980/1879] lr: 7.860e-02, eta: 4 days, 7:44:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.7027, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.3647 2021-06-23 06:51:52,686 - mmaction - INFO - Epoch [92][1000/1879] lr: 7.860e-02, eta: 4 days, 7:43:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6785, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.3847 2021-06-23 06:52:37,428 - mmaction - INFO - Epoch [92][1020/1879] lr: 7.860e-02, eta: 4 days, 7:42:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6895, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.3493 2021-06-23 06:53:22,234 - mmaction - INFO - Epoch [92][1040/1879] lr: 7.860e-02, eta: 4 days, 7:41:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6832, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.3356 2021-06-23 06:54:06,937 - mmaction - INFO - Epoch [92][1060/1879] lr: 7.860e-02, eta: 4 days, 7:40:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.3446 2021-06-23 06:54:51,769 - mmaction - INFO - Epoch [92][1080/1879] lr: 7.860e-02, eta: 4 days, 7:40:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6977, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.3662 2021-06-23 06:55:36,576 - mmaction - INFO - Epoch [92][1100/1879] lr: 7.860e-02, eta: 4 days, 7:39:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6777, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.3735 2021-06-23 06:56:21,504 - mmaction - INFO - Epoch [92][1120/1879] lr: 7.860e-02, eta: 4 days, 7:38:44, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6656, loss_cls: 2.6382, loss: 2.6382, grad_norm: 2.3633 2021-06-23 06:57:06,287 - mmaction - INFO - Epoch [92][1140/1879] lr: 7.860e-02, eta: 4 days, 7:37:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6766, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.3665 2021-06-23 06:57:51,058 - mmaction - INFO - Epoch [92][1160/1879] lr: 7.860e-02, eta: 4 days, 7:37:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6961, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.3824 2021-06-23 06:58:35,893 - mmaction - INFO - Epoch [92][1180/1879] lr: 7.860e-02, eta: 4 days, 7:36:29, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6844, loss_cls: 2.4915, loss: 2.4915, grad_norm: 2.3098 2021-06-23 06:59:20,765 - mmaction - INFO - Epoch [92][1200/1879] lr: 7.860e-02, eta: 4 days, 7:35:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6832, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.3782 2021-06-23 07:00:05,628 - mmaction - INFO - Epoch [92][1220/1879] lr: 7.860e-02, eta: 4 days, 7:34:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6773, loss_cls: 2.5674, loss: 2.5674, grad_norm: 2.4037 2021-06-23 07:00:50,485 - mmaction - INFO - Epoch [92][1240/1879] lr: 7.860e-02, eta: 4 days, 7:34:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6930, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.3086 2021-06-23 07:01:35,339 - mmaction - INFO - Epoch [92][1260/1879] lr: 7.860e-02, eta: 4 days, 7:33:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6813, loss_cls: 2.5448, loss: 2.5448, grad_norm: 2.3329 2021-06-23 07:02:20,108 - mmaction - INFO - Epoch [92][1280/1879] lr: 7.860e-02, eta: 4 days, 7:32:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6859, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.3712 2021-06-23 07:03:04,899 - mmaction - INFO - Epoch [92][1300/1879] lr: 7.860e-02, eta: 4 days, 7:31:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6773, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.3656 2021-06-23 07:03:49,634 - mmaction - INFO - Epoch [92][1320/1879] lr: 7.860e-02, eta: 4 days, 7:31:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6789, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.2882 2021-06-23 07:04:34,416 - mmaction - INFO - Epoch [92][1340/1879] lr: 7.860e-02, eta: 4 days, 7:30:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6750, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.3698 2021-06-23 07:05:19,141 - mmaction - INFO - Epoch [92][1360/1879] lr: 7.860e-02, eta: 4 days, 7:29:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6762, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.3347 2021-06-23 07:06:03,941 - mmaction - INFO - Epoch [92][1380/1879] lr: 7.860e-02, eta: 4 days, 7:28:59, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5580, loss: 2.5580, grad_norm: 2.3339 2021-06-23 07:06:48,612 - mmaction - INFO - Epoch [92][1400/1879] lr: 7.860e-02, eta: 4 days, 7:28:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6785, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.4007 2021-06-23 07:07:33,242 - mmaction - INFO - Epoch [92][1420/1879] lr: 7.860e-02, eta: 4 days, 7:27:28, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.3990 2021-06-23 07:08:18,072 - mmaction - INFO - Epoch [92][1440/1879] lr: 7.860e-02, eta: 4 days, 7:26:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.3661 2021-06-23 07:09:02,842 - mmaction - INFO - Epoch [92][1460/1879] lr: 7.860e-02, eta: 4 days, 7:25:58, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6770, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.2831 2021-06-23 07:09:47,703 - mmaction - INFO - Epoch [92][1480/1879] lr: 7.860e-02, eta: 4 days, 7:25:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6824, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.3401 2021-06-23 07:10:32,491 - mmaction - INFO - Epoch [92][1500/1879] lr: 7.860e-02, eta: 4 days, 7:24:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.3515 2021-06-23 07:11:17,275 - mmaction - INFO - Epoch [92][1520/1879] lr: 7.860e-02, eta: 4 days, 7:23:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6871, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.3472 2021-06-23 07:12:02,102 - mmaction - INFO - Epoch [92][1540/1879] lr: 7.860e-02, eta: 4 days, 7:22:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6629, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3548 2021-06-23 07:12:46,836 - mmaction - INFO - Epoch [92][1560/1879] lr: 7.860e-02, eta: 4 days, 7:22:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6836, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.3605 2021-06-23 07:13:31,570 - mmaction - INFO - Epoch [92][1580/1879] lr: 7.860e-02, eta: 4 days, 7:21:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6789, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.3484 2021-06-23 07:14:16,376 - mmaction - INFO - Epoch [92][1600/1879] lr: 7.860e-02, eta: 4 days, 7:20:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6977, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.3697 2021-06-23 07:15:01,234 - mmaction - INFO - Epoch [92][1620/1879] lr: 7.860e-02, eta: 4 days, 7:19:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6770, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.3263 2021-06-23 07:15:46,020 - mmaction - INFO - Epoch [92][1640/1879] lr: 7.860e-02, eta: 4 days, 7:19:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.3914, top5_acc: 0.6691, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.3024 2021-06-23 07:16:30,828 - mmaction - INFO - Epoch [92][1660/1879] lr: 7.860e-02, eta: 4 days, 7:18:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6797, loss_cls: 2.5347, loss: 2.5347, grad_norm: 2.3420 2021-06-23 07:17:15,628 - mmaction - INFO - Epoch [92][1680/1879] lr: 7.860e-02, eta: 4 days, 7:17:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6750, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.3355 2021-06-23 07:18:00,525 - mmaction - INFO - Epoch [92][1700/1879] lr: 7.860e-02, eta: 4 days, 7:16:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6754, loss_cls: 2.5718, loss: 2.5718, grad_norm: 2.3157 2021-06-23 07:18:45,386 - mmaction - INFO - Epoch [92][1720/1879] lr: 7.860e-02, eta: 4 days, 7:16:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6699, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.3436 2021-06-23 07:19:30,223 - mmaction - INFO - Epoch [92][1740/1879] lr: 7.860e-02, eta: 4 days, 7:15:28, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6797, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.3268 2021-06-23 07:20:14,925 - mmaction - INFO - Epoch [92][1760/1879] lr: 7.860e-02, eta: 4 days, 7:14:43, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6773, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.3249 2021-06-23 07:20:59,742 - mmaction - INFO - Epoch [92][1780/1879] lr: 7.860e-02, eta: 4 days, 7:13:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6863, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.3528 2021-06-23 07:21:44,663 - mmaction - INFO - Epoch [92][1800/1879] lr: 7.860e-02, eta: 4 days, 7:13:13, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7016, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.3832 2021-06-23 07:22:29,319 - mmaction - INFO - Epoch [92][1820/1879] lr: 7.860e-02, eta: 4 days, 7:12:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6727, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.4358 2021-06-23 07:23:14,017 - mmaction - INFO - Epoch [92][1840/1879] lr: 7.860e-02, eta: 4 days, 7:11:42, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.7016, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.4070 2021-06-23 07:23:58,827 - mmaction - INFO - Epoch [92][1860/1879] lr: 7.860e-02, eta: 4 days, 7:10:57, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6609, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.3438 2021-06-23 07:24:41,792 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-06-23 07:26:12,455 - mmaction - INFO - Epoch [93][20/1879] lr: 7.721e-02, eta: 4 days, 7:09:32, time: 4.518, data_time: 2.151, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6852, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.3753 2021-06-23 07:26:57,250 - mmaction - INFO - Epoch [93][40/1879] lr: 7.721e-02, eta: 4 days, 7:08:47, time: 2.240, data_time: 0.004, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6805, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.4120 2021-06-23 07:27:42,142 - mmaction - INFO - Epoch [93][60/1879] lr: 7.721e-02, eta: 4 days, 7:08:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6965, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.3754 2021-06-23 07:28:27,239 - mmaction - INFO - Epoch [93][80/1879] lr: 7.721e-02, eta: 4 days, 7:07:18, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4105, top5_acc: 0.6539, loss_cls: 2.6559, loss: 2.6559, grad_norm: 2.3425 2021-06-23 07:29:12,229 - mmaction - INFO - Epoch [93][100/1879] lr: 7.721e-02, eta: 4 days, 7:06:33, time: 2.249, data_time: 0.002, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7031, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.3175 2021-06-23 07:29:57,098 - mmaction - INFO - Epoch [93][120/1879] lr: 7.721e-02, eta: 4 days, 7:05:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6871, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.3477 2021-06-23 07:30:42,117 - mmaction - INFO - Epoch [93][140/1879] lr: 7.721e-02, eta: 4 days, 7:05:03, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7070, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.4173 2021-06-23 07:31:26,966 - mmaction - INFO - Epoch [93][160/1879] lr: 7.721e-02, eta: 4 days, 7:04:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6895, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.3706 2021-06-23 07:32:12,137 - mmaction - INFO - Epoch [93][180/1879] lr: 7.721e-02, eta: 4 days, 7:03:33, time: 2.259, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6676, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.3303 2021-06-23 07:32:56,962 - mmaction - INFO - Epoch [93][200/1879] lr: 7.721e-02, eta: 4 days, 7:02:48, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6859, loss_cls: 2.4847, loss: 2.4847, grad_norm: 2.4070 2021-06-23 07:33:41,724 - mmaction - INFO - Epoch [93][220/1879] lr: 7.721e-02, eta: 4 days, 7:02:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6965, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.3767 2021-06-23 07:34:26,607 - mmaction - INFO - Epoch [93][240/1879] lr: 7.721e-02, eta: 4 days, 7:01:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6883, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.3925 2021-06-23 07:35:11,411 - mmaction - INFO - Epoch [93][260/1879] lr: 7.721e-02, eta: 4 days, 7:00:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.4769 2021-06-23 07:35:56,288 - mmaction - INFO - Epoch [93][280/1879] lr: 7.721e-02, eta: 4 days, 6:59:48, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6805, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.4684 2021-06-23 07:36:41,211 - mmaction - INFO - Epoch [93][300/1879] lr: 7.721e-02, eta: 4 days, 6:59:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6813, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.3489 2021-06-23 07:37:26,028 - mmaction - INFO - Epoch [93][320/1879] lr: 7.721e-02, eta: 4 days, 6:58:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6883, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.3679 2021-06-23 07:38:10,952 - mmaction - INFO - Epoch [93][340/1879] lr: 7.721e-02, eta: 4 days, 6:57:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6926, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.3273 2021-06-23 07:38:55,785 - mmaction - INFO - Epoch [93][360/1879] lr: 7.721e-02, eta: 4 days, 6:56:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6898, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.3963 2021-06-23 07:39:40,721 - mmaction - INFO - Epoch [93][380/1879] lr: 7.721e-02, eta: 4 days, 6:56:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6703, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.3630 2021-06-23 07:40:25,651 - mmaction - INFO - Epoch [93][400/1879] lr: 7.721e-02, eta: 4 days, 6:55:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4090, top5_acc: 0.6684, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.4455 2021-06-23 07:41:10,634 - mmaction - INFO - Epoch [93][420/1879] lr: 7.721e-02, eta: 4 days, 6:54:34, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4160, top5_acc: 0.6703, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.3834 2021-06-23 07:41:55,272 - mmaction - INFO - Epoch [93][440/1879] lr: 7.721e-02, eta: 4 days, 6:53:49, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6863, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.3639 2021-06-23 07:42:40,088 - mmaction - INFO - Epoch [93][460/1879] lr: 7.721e-02, eta: 4 days, 6:53:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6855, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.2960 2021-06-23 07:43:24,934 - mmaction - INFO - Epoch [93][480/1879] lr: 7.721e-02, eta: 4 days, 6:52:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.3389 2021-06-23 07:44:09,951 - mmaction - INFO - Epoch [93][500/1879] lr: 7.721e-02, eta: 4 days, 6:51:34, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6836, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.4039 2021-06-23 07:44:54,843 - mmaction - INFO - Epoch [93][520/1879] lr: 7.721e-02, eta: 4 days, 6:50:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.4034 2021-06-23 07:45:39,637 - mmaction - INFO - Epoch [93][540/1879] lr: 7.721e-02, eta: 4 days, 6:50:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6887, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.3907 2021-06-23 07:46:24,533 - mmaction - INFO - Epoch [93][560/1879] lr: 7.721e-02, eta: 4 days, 6:49:19, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6777, loss_cls: 2.5112, loss: 2.5112, grad_norm: 2.4045 2021-06-23 07:47:09,236 - mmaction - INFO - Epoch [93][580/1879] lr: 7.721e-02, eta: 4 days, 6:48:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6813, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.3224 2021-06-23 07:47:53,926 - mmaction - INFO - Epoch [93][600/1879] lr: 7.721e-02, eta: 4 days, 6:47:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6887, loss_cls: 2.5014, loss: 2.5014, grad_norm: 2.4506 2021-06-23 07:48:38,732 - mmaction - INFO - Epoch [93][620/1879] lr: 7.721e-02, eta: 4 days, 6:47:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6910, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.3880 2021-06-23 07:49:23,424 - mmaction - INFO - Epoch [93][640/1879] lr: 7.721e-02, eta: 4 days, 6:46:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6855, loss_cls: 2.5091, loss: 2.5091, grad_norm: 2.3447 2021-06-23 07:50:08,242 - mmaction - INFO - Epoch [93][660/1879] lr: 7.721e-02, eta: 4 days, 6:45:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6855, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.3584 2021-06-23 07:50:53,067 - mmaction - INFO - Epoch [93][680/1879] lr: 7.721e-02, eta: 4 days, 6:44:48, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4180, top5_acc: 0.6742, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.3691 2021-06-23 07:51:37,872 - mmaction - INFO - Epoch [93][700/1879] lr: 7.721e-02, eta: 4 days, 6:44:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6910, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.4515 2021-06-23 07:52:22,624 - mmaction - INFO - Epoch [93][720/1879] lr: 7.721e-02, eta: 4 days, 6:43:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.4288 2021-06-23 07:53:07,458 - mmaction - INFO - Epoch [93][740/1879] lr: 7.721e-02, eta: 4 days, 6:42:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6871, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.3525 2021-06-23 07:53:52,264 - mmaction - INFO - Epoch [93][760/1879] lr: 7.721e-02, eta: 4 days, 6:41:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.3444 2021-06-23 07:54:37,123 - mmaction - INFO - Epoch [93][780/1879] lr: 7.721e-02, eta: 4 days, 6:41:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.3711 2021-06-23 07:55:21,916 - mmaction - INFO - Epoch [93][800/1879] lr: 7.721e-02, eta: 4 days, 6:40:18, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6762, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.3860 2021-06-23 07:56:06,525 - mmaction - INFO - Epoch [93][820/1879] lr: 7.721e-02, eta: 4 days, 6:39:33, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6840, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.3735 2021-06-23 07:56:51,478 - mmaction - INFO - Epoch [93][840/1879] lr: 7.721e-02, eta: 4 days, 6:38:48, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.4072 2021-06-23 07:57:36,303 - mmaction - INFO - Epoch [93][860/1879] lr: 7.721e-02, eta: 4 days, 6:38:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6887, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.3720 2021-06-23 07:58:21,202 - mmaction - INFO - Epoch [93][880/1879] lr: 7.721e-02, eta: 4 days, 6:37:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6824, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.3905 2021-06-23 07:59:06,065 - mmaction - INFO - Epoch [93][900/1879] lr: 7.721e-02, eta: 4 days, 6:36:33, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6879, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.4258 2021-06-23 07:59:50,830 - mmaction - INFO - Epoch [93][920/1879] lr: 7.721e-02, eta: 4 days, 6:35:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.3283 2021-06-23 08:00:35,552 - mmaction - INFO - Epoch [93][940/1879] lr: 7.721e-02, eta: 4 days, 6:35:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6965, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.3522 2021-06-23 08:01:20,275 - mmaction - INFO - Epoch [93][960/1879] lr: 7.721e-02, eta: 4 days, 6:34:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6660, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.3551 2021-06-23 08:02:05,072 - mmaction - INFO - Epoch [93][980/1879] lr: 7.721e-02, eta: 4 days, 6:33:33, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5166, loss: 2.5166, grad_norm: 2.4137 2021-06-23 08:02:49,806 - mmaction - INFO - Epoch [93][1000/1879] lr: 7.721e-02, eta: 4 days, 6:32:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.3729 2021-06-23 08:03:34,525 - mmaction - INFO - Epoch [93][1020/1879] lr: 7.721e-02, eta: 4 days, 6:32:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.3917 2021-06-23 08:04:19,225 - mmaction - INFO - Epoch [93][1040/1879] lr: 7.721e-02, eta: 4 days, 6:31:17, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6848, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.2906 2021-06-23 08:05:03,946 - mmaction - INFO - Epoch [93][1060/1879] lr: 7.721e-02, eta: 4 days, 6:30:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6746, loss_cls: 2.5673, loss: 2.5673, grad_norm: 2.3618 2021-06-23 08:05:48,794 - mmaction - INFO - Epoch [93][1080/1879] lr: 7.721e-02, eta: 4 days, 6:29:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6770, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.4189 2021-06-23 08:06:33,503 - mmaction - INFO - Epoch [93][1100/1879] lr: 7.721e-02, eta: 4 days, 6:29:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6930, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.4680 2021-06-23 08:07:18,356 - mmaction - INFO - Epoch [93][1120/1879] lr: 7.721e-02, eta: 4 days, 6:28:17, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.3852 2021-06-23 08:08:03,201 - mmaction - INFO - Epoch [93][1140/1879] lr: 7.721e-02, eta: 4 days, 6:27:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6945, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.4406 2021-06-23 08:08:48,073 - mmaction - INFO - Epoch [93][1160/1879] lr: 7.721e-02, eta: 4 days, 6:26:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6781, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.3537 2021-06-23 08:09:32,867 - mmaction - INFO - Epoch [93][1180/1879] lr: 7.721e-02, eta: 4 days, 6:26:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6707, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.3762 2021-06-23 08:10:17,618 - mmaction - INFO - Epoch [93][1200/1879] lr: 7.721e-02, eta: 4 days, 6:25:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6813, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.3559 2021-06-23 08:11:02,499 - mmaction - INFO - Epoch [93][1220/1879] lr: 7.721e-02, eta: 4 days, 6:24:32, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6719, loss_cls: 2.5580, loss: 2.5580, grad_norm: 2.3422 2021-06-23 08:11:47,328 - mmaction - INFO - Epoch [93][1240/1879] lr: 7.721e-02, eta: 4 days, 6:23:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.3420 2021-06-23 08:12:32,162 - mmaction - INFO - Epoch [93][1260/1879] lr: 7.721e-02, eta: 4 days, 6:23:02, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6980, loss_cls: 2.4366, loss: 2.4366, grad_norm: 2.3589 2021-06-23 08:13:16,987 - mmaction - INFO - Epoch [93][1280/1879] lr: 7.721e-02, eta: 4 days, 6:22:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6723, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.3245 2021-06-23 08:14:01,833 - mmaction - INFO - Epoch [93][1300/1879] lr: 7.721e-02, eta: 4 days, 6:21:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6785, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.3537 2021-06-23 08:14:46,671 - mmaction - INFO - Epoch [93][1320/1879] lr: 7.721e-02, eta: 4 days, 6:20:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6770, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.3711 2021-06-23 08:15:31,426 - mmaction - INFO - Epoch [93][1340/1879] lr: 7.721e-02, eta: 4 days, 6:20:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6906, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.4170 2021-06-23 08:16:16,383 - mmaction - INFO - Epoch [93][1360/1879] lr: 7.721e-02, eta: 4 days, 6:19:17, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.6949, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.3147 2021-06-23 08:17:01,237 - mmaction - INFO - Epoch [93][1380/1879] lr: 7.721e-02, eta: 4 days, 6:18:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6922, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.4116 2021-06-23 08:17:46,028 - mmaction - INFO - Epoch [93][1400/1879] lr: 7.721e-02, eta: 4 days, 6:17:47, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.4450 2021-06-23 08:18:30,937 - mmaction - INFO - Epoch [93][1420/1879] lr: 7.721e-02, eta: 4 days, 6:17:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6738, loss_cls: 2.4926, loss: 2.4926, grad_norm: 2.2982 2021-06-23 08:19:15,828 - mmaction - INFO - Epoch [93][1440/1879] lr: 7.721e-02, eta: 4 days, 6:16:17, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7039, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.3944 2021-06-23 08:20:00,749 - mmaction - INFO - Epoch [93][1460/1879] lr: 7.721e-02, eta: 4 days, 6:15:32, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7023, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.3828 2021-06-23 08:20:45,600 - mmaction - INFO - Epoch [93][1480/1879] lr: 7.721e-02, eta: 4 days, 6:14:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6695, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.3774 2021-06-23 08:21:30,345 - mmaction - INFO - Epoch [93][1500/1879] lr: 7.721e-02, eta: 4 days, 6:14:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6668, loss_cls: 2.5644, loss: 2.5644, grad_norm: 2.3263 2021-06-23 08:22:15,126 - mmaction - INFO - Epoch [93][1520/1879] lr: 7.721e-02, eta: 4 days, 6:13:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6801, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.3450 2021-06-23 08:22:59,842 - mmaction - INFO - Epoch [93][1540/1879] lr: 7.721e-02, eta: 4 days, 6:12:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.4228 2021-06-23 08:23:44,586 - mmaction - INFO - Epoch [93][1560/1879] lr: 7.721e-02, eta: 4 days, 6:11:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6863, loss_cls: 2.4742, loss: 2.4742, grad_norm: 2.2859 2021-06-23 08:24:29,497 - mmaction - INFO - Epoch [93][1580/1879] lr: 7.721e-02, eta: 4 days, 6:11:02, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6934, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.3165 2021-06-23 08:25:14,338 - mmaction - INFO - Epoch [93][1600/1879] lr: 7.721e-02, eta: 4 days, 6:10:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6777, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3783 2021-06-23 08:25:59,033 - mmaction - INFO - Epoch [93][1620/1879] lr: 7.721e-02, eta: 4 days, 6:09:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6867, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.3129 2021-06-23 08:26:43,863 - mmaction - INFO - Epoch [93][1640/1879] lr: 7.721e-02, eta: 4 days, 6:08:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6750, loss_cls: 2.6039, loss: 2.6039, grad_norm: 2.3469 2021-06-23 08:27:28,710 - mmaction - INFO - Epoch [93][1660/1879] lr: 7.721e-02, eta: 4 days, 6:08:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4156, top5_acc: 0.6758, loss_cls: 2.5379, loss: 2.5379, grad_norm: 2.3510 2021-06-23 08:28:13,560 - mmaction - INFO - Epoch [93][1680/1879] lr: 7.721e-02, eta: 4 days, 6:07:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.3379 2021-06-23 08:28:58,306 - mmaction - INFO - Epoch [93][1700/1879] lr: 7.721e-02, eta: 4 days, 6:06:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7004, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.3208 2021-06-23 08:29:43,169 - mmaction - INFO - Epoch [93][1720/1879] lr: 7.721e-02, eta: 4 days, 6:05:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6840, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.3894 2021-06-23 08:30:27,892 - mmaction - INFO - Epoch [93][1740/1879] lr: 7.721e-02, eta: 4 days, 6:05:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6855, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.3664 2021-06-23 08:31:12,655 - mmaction - INFO - Epoch [93][1760/1879] lr: 7.721e-02, eta: 4 days, 6:04:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.3269 2021-06-23 08:31:57,560 - mmaction - INFO - Epoch [93][1780/1879] lr: 7.721e-02, eta: 4 days, 6:03:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6934, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.3684 2021-06-23 08:32:42,321 - mmaction - INFO - Epoch [93][1800/1879] lr: 7.721e-02, eta: 4 days, 6:02:46, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.7027, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.2747 2021-06-23 08:33:27,076 - mmaction - INFO - Epoch [93][1820/1879] lr: 7.721e-02, eta: 4 days, 6:02:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6855, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.3541 2021-06-23 08:34:11,952 - mmaction - INFO - Epoch [93][1840/1879] lr: 7.721e-02, eta: 4 days, 6:01:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.7004, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.3490 2021-06-23 08:34:56,745 - mmaction - INFO - Epoch [93][1860/1879] lr: 7.721e-02, eta: 4 days, 6:00:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6945, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.3787 2021-06-23 08:35:39,711 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-06-23 08:37:09,171 - mmaction - INFO - Epoch [94][20/1879] lr: 7.581e-02, eta: 4 days, 5:59:05, time: 4.440, data_time: 2.170, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.3774 2021-06-23 08:37:54,148 - mmaction - INFO - Epoch [94][40/1879] lr: 7.581e-02, eta: 4 days, 5:58:20, time: 2.249, data_time: 0.004, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6941, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.4058 2021-06-23 08:38:38,916 - mmaction - INFO - Epoch [94][60/1879] lr: 7.581e-02, eta: 4 days, 5:57:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6922, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.3192 2021-06-23 08:39:23,803 - mmaction - INFO - Epoch [94][80/1879] lr: 7.581e-02, eta: 4 days, 5:56:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.3246 2021-06-23 08:40:08,651 - mmaction - INFO - Epoch [94][100/1879] lr: 7.581e-02, eta: 4 days, 5:56:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6937, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.3703 2021-06-23 08:40:53,480 - mmaction - INFO - Epoch [94][120/1879] lr: 7.581e-02, eta: 4 days, 5:55:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7117, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.3645 2021-06-23 08:41:38,342 - mmaction - INFO - Epoch [94][140/1879] lr: 7.581e-02, eta: 4 days, 5:54:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6988, loss_cls: 2.4001, loss: 2.4001, grad_norm: 2.3431 2021-06-23 08:42:23,128 - mmaction - INFO - Epoch [94][160/1879] lr: 7.581e-02, eta: 4 days, 5:53:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.3850 2021-06-23 08:43:07,920 - mmaction - INFO - Epoch [94][180/1879] lr: 7.581e-02, eta: 4 days, 5:53:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.4272 2021-06-23 08:43:52,894 - mmaction - INFO - Epoch [94][200/1879] lr: 7.581e-02, eta: 4 days, 5:52:20, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.4658 2021-06-23 08:44:37,773 - mmaction - INFO - Epoch [94][220/1879] lr: 7.581e-02, eta: 4 days, 5:51:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6871, loss_cls: 2.4634, loss: 2.4634, grad_norm: 2.3380 2021-06-23 08:45:22,619 - mmaction - INFO - Epoch [94][240/1879] lr: 7.581e-02, eta: 4 days, 5:50:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6801, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.4922 2021-06-23 08:46:07,360 - mmaction - INFO - Epoch [94][260/1879] lr: 7.581e-02, eta: 4 days, 5:50:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.7004, loss_cls: 2.4667, loss: 2.4667, grad_norm: 2.3726 2021-06-23 08:46:52,048 - mmaction - INFO - Epoch [94][280/1879] lr: 7.581e-02, eta: 4 days, 5:49:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.6941, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.3858 2021-06-23 08:47:36,771 - mmaction - INFO - Epoch [94][300/1879] lr: 7.581e-02, eta: 4 days, 5:48:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6777, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.3058 2021-06-23 08:48:21,499 - mmaction - INFO - Epoch [94][320/1879] lr: 7.581e-02, eta: 4 days, 5:47:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6855, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.3560 2021-06-23 08:49:06,382 - mmaction - INFO - Epoch [94][340/1879] lr: 7.581e-02, eta: 4 days, 5:47:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6902, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.2622 2021-06-23 08:49:51,244 - mmaction - INFO - Epoch [94][360/1879] lr: 7.581e-02, eta: 4 days, 5:46:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6918, loss_cls: 2.4861, loss: 2.4861, grad_norm: 2.3551 2021-06-23 08:50:35,921 - mmaction - INFO - Epoch [94][380/1879] lr: 7.581e-02, eta: 4 days, 5:45:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6852, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.4049 2021-06-23 08:51:20,858 - mmaction - INFO - Epoch [94][400/1879] lr: 7.581e-02, eta: 4 days, 5:44:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6836, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.4206 2021-06-23 08:52:05,656 - mmaction - INFO - Epoch [94][420/1879] lr: 7.581e-02, eta: 4 days, 5:44:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6801, loss_cls: 2.4708, loss: 2.4708, grad_norm: 2.3874 2021-06-23 08:52:50,634 - mmaction - INFO - Epoch [94][440/1879] lr: 7.581e-02, eta: 4 days, 5:43:20, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6672, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.3846 2021-06-23 08:53:35,494 - mmaction - INFO - Epoch [94][460/1879] lr: 7.581e-02, eta: 4 days, 5:42:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6980, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.3046 2021-06-23 08:54:20,251 - mmaction - INFO - Epoch [94][480/1879] lr: 7.581e-02, eta: 4 days, 5:41:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5284, loss: 2.5284, grad_norm: 2.3698 2021-06-23 08:55:05,132 - mmaction - INFO - Epoch [94][500/1879] lr: 7.581e-02, eta: 4 days, 5:41:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.7020, loss_cls: 2.4663, loss: 2.4663, grad_norm: 2.4175 2021-06-23 08:55:49,976 - mmaction - INFO - Epoch [94][520/1879] lr: 7.581e-02, eta: 4 days, 5:40:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6793, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.3464 2021-06-23 08:56:34,829 - mmaction - INFO - Epoch [94][540/1879] lr: 7.581e-02, eta: 4 days, 5:39:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6762, loss_cls: 2.5576, loss: 2.5576, grad_norm: 2.3913 2021-06-23 08:57:19,740 - mmaction - INFO - Epoch [94][560/1879] lr: 7.581e-02, eta: 4 days, 5:38:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6988, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.3578 2021-06-23 08:58:04,472 - mmaction - INFO - Epoch [94][580/1879] lr: 7.581e-02, eta: 4 days, 5:38:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7137, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.3882 2021-06-23 08:58:49,260 - mmaction - INFO - Epoch [94][600/1879] lr: 7.581e-02, eta: 4 days, 5:37:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6832, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.3326 2021-06-23 08:59:33,996 - mmaction - INFO - Epoch [94][620/1879] lr: 7.581e-02, eta: 4 days, 5:36:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6852, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.3047 2021-06-23 09:00:18,802 - mmaction - INFO - Epoch [94][640/1879] lr: 7.581e-02, eta: 4 days, 5:35:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6887, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.4059 2021-06-23 09:01:03,516 - mmaction - INFO - Epoch [94][660/1879] lr: 7.581e-02, eta: 4 days, 5:35:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.3470 2021-06-23 09:01:48,194 - mmaction - INFO - Epoch [94][680/1879] lr: 7.581e-02, eta: 4 days, 5:34:19, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6969, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.4301 2021-06-23 09:02:33,119 - mmaction - INFO - Epoch [94][700/1879] lr: 7.581e-02, eta: 4 days, 5:33:34, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6969, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.3941 2021-06-23 09:03:17,874 - mmaction - INFO - Epoch [94][720/1879] lr: 7.581e-02, eta: 4 days, 5:32:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6730, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4406 2021-06-23 09:04:02,748 - mmaction - INFO - Epoch [94][740/1879] lr: 7.581e-02, eta: 4 days, 5:32:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6895, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.3716 2021-06-23 09:04:47,549 - mmaction - INFO - Epoch [94][760/1879] lr: 7.581e-02, eta: 4 days, 5:31:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.3245 2021-06-23 09:05:32,441 - mmaction - INFO - Epoch [94][780/1879] lr: 7.581e-02, eta: 4 days, 5:30:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6941, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.4033 2021-06-23 09:06:17,218 - mmaction - INFO - Epoch [94][800/1879] lr: 7.581e-02, eta: 4 days, 5:29:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6813, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.3602 2021-06-23 09:07:01,803 - mmaction - INFO - Epoch [94][820/1879] lr: 7.581e-02, eta: 4 days, 5:29:04, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4035, top5_acc: 0.6844, loss_cls: 2.5414, loss: 2.5414, grad_norm: 2.4276 2021-06-23 09:07:46,544 - mmaction - INFO - Epoch [94][840/1879] lr: 7.581e-02, eta: 4 days, 5:28:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6742, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.4323 2021-06-23 09:08:31,288 - mmaction - INFO - Epoch [94][860/1879] lr: 7.581e-02, eta: 4 days, 5:27:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6801, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.3953 2021-06-23 09:09:16,116 - mmaction - INFO - Epoch [94][880/1879] lr: 7.581e-02, eta: 4 days, 5:26:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6922, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.3738 2021-06-23 09:10:00,822 - mmaction - INFO - Epoch [94][900/1879] lr: 7.581e-02, eta: 4 days, 5:26:03, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6926, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.3573 2021-06-23 09:10:45,544 - mmaction - INFO - Epoch [94][920/1879] lr: 7.581e-02, eta: 4 days, 5:25:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6809, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.4134 2021-06-23 09:11:30,329 - mmaction - INFO - Epoch [94][940/1879] lr: 7.581e-02, eta: 4 days, 5:24:33, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6859, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.4235 2021-06-23 09:12:15,147 - mmaction - INFO - Epoch [94][960/1879] lr: 7.581e-02, eta: 4 days, 5:23:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6816, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.4353 2021-06-23 09:12:59,834 - mmaction - INFO - Epoch [94][980/1879] lr: 7.581e-02, eta: 4 days, 5:23:03, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6621, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.3749 2021-06-23 09:13:44,634 - mmaction - INFO - Epoch [94][1000/1879] lr: 7.581e-02, eta: 4 days, 5:22:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6883, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.3534 2021-06-23 09:14:29,359 - mmaction - INFO - Epoch [94][1020/1879] lr: 7.581e-02, eta: 4 days, 5:21:33, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6891, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.4034 2021-06-23 09:15:14,053 - mmaction - INFO - Epoch [94][1040/1879] lr: 7.581e-02, eta: 4 days, 5:20:48, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6969, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.3819 2021-06-23 09:15:58,800 - mmaction - INFO - Epoch [94][1060/1879] lr: 7.581e-02, eta: 4 days, 5:20:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6852, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.3753 2021-06-23 09:16:43,548 - mmaction - INFO - Epoch [94][1080/1879] lr: 7.581e-02, eta: 4 days, 5:19:18, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6824, loss_cls: 2.5149, loss: 2.5149, grad_norm: 2.3668 2021-06-23 09:17:28,263 - mmaction - INFO - Epoch [94][1100/1879] lr: 7.581e-02, eta: 4 days, 5:18:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.4117 2021-06-23 09:18:12,993 - mmaction - INFO - Epoch [94][1120/1879] lr: 7.581e-02, eta: 4 days, 5:17:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6926, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.4437 2021-06-23 09:18:57,800 - mmaction - INFO - Epoch [94][1140/1879] lr: 7.581e-02, eta: 4 days, 5:17:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6840, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.3747 2021-06-23 09:19:42,573 - mmaction - INFO - Epoch [94][1160/1879] lr: 7.581e-02, eta: 4 days, 5:16:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6969, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.3813 2021-06-23 09:20:27,357 - mmaction - INFO - Epoch [94][1180/1879] lr: 7.581e-02, eta: 4 days, 5:15:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4211, top5_acc: 0.6605, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.3516 2021-06-23 09:21:12,128 - mmaction - INFO - Epoch [94][1200/1879] lr: 7.581e-02, eta: 4 days, 5:14:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6984, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.3302 2021-06-23 09:21:56,995 - mmaction - INFO - Epoch [94][1220/1879] lr: 7.581e-02, eta: 4 days, 5:14:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6863, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.4453 2021-06-23 09:22:41,723 - mmaction - INFO - Epoch [94][1240/1879] lr: 7.581e-02, eta: 4 days, 5:13:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6828, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.3662 2021-06-23 09:23:26,591 - mmaction - INFO - Epoch [94][1260/1879] lr: 7.581e-02, eta: 4 days, 5:12:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4066, top5_acc: 0.6715, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.3668 2021-06-23 09:24:11,369 - mmaction - INFO - Epoch [94][1280/1879] lr: 7.581e-02, eta: 4 days, 5:11:47, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6883, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.2893 2021-06-23 09:24:56,098 - mmaction - INFO - Epoch [94][1300/1879] lr: 7.581e-02, eta: 4 days, 5:11:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6820, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.3480 2021-06-23 09:25:40,934 - mmaction - INFO - Epoch [94][1320/1879] lr: 7.581e-02, eta: 4 days, 5:10:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4145, top5_acc: 0.6797, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.3360 2021-06-23 09:26:25,625 - mmaction - INFO - Epoch [94][1340/1879] lr: 7.581e-02, eta: 4 days, 5:09:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.3834 2021-06-23 09:27:10,393 - mmaction - INFO - Epoch [94][1360/1879] lr: 7.581e-02, eta: 4 days, 5:08:47, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4133, top5_acc: 0.6914, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.4806 2021-06-23 09:27:55,171 - mmaction - INFO - Epoch [94][1380/1879] lr: 7.581e-02, eta: 4 days, 5:08:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6949, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.3863 2021-06-23 09:28:39,819 - mmaction - INFO - Epoch [94][1400/1879] lr: 7.581e-02, eta: 4 days, 5:07:17, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6824, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.3815 2021-06-23 09:29:24,629 - mmaction - INFO - Epoch [94][1420/1879] lr: 7.581e-02, eta: 4 days, 5:06:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6723, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3821 2021-06-23 09:30:09,350 - mmaction - INFO - Epoch [94][1440/1879] lr: 7.581e-02, eta: 4 days, 5:05:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4191, top5_acc: 0.6637, loss_cls: 2.5698, loss: 2.5698, grad_norm: 2.3441 2021-06-23 09:30:54,157 - mmaction - INFO - Epoch [94][1460/1879] lr: 7.581e-02, eta: 4 days, 5:05:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6766, loss_cls: 2.5547, loss: 2.5547, grad_norm: 2.4572 2021-06-23 09:31:39,014 - mmaction - INFO - Epoch [94][1480/1879] lr: 7.581e-02, eta: 4 days, 5:04:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5042, loss: 2.5042, grad_norm: 2.4239 2021-06-23 09:32:23,820 - mmaction - INFO - Epoch [94][1500/1879] lr: 7.581e-02, eta: 4 days, 5:03:31, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7012, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.3971 2021-06-23 09:33:08,568 - mmaction - INFO - Epoch [94][1520/1879] lr: 7.581e-02, eta: 4 days, 5:02:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6828, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.3616 2021-06-23 09:33:53,377 - mmaction - INFO - Epoch [94][1540/1879] lr: 7.581e-02, eta: 4 days, 5:02:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6914, loss_cls: 2.4781, loss: 2.4781, grad_norm: 2.3205 2021-06-23 09:34:38,245 - mmaction - INFO - Epoch [94][1560/1879] lr: 7.581e-02, eta: 4 days, 5:01:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6961, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.3634 2021-06-23 09:35:23,028 - mmaction - INFO - Epoch [94][1580/1879] lr: 7.581e-02, eta: 4 days, 5:00:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7031, loss_cls: 2.4046, loss: 2.4046, grad_norm: 2.3740 2021-06-23 09:36:07,834 - mmaction - INFO - Epoch [94][1600/1879] lr: 7.581e-02, eta: 4 days, 4:59:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.3960 2021-06-23 09:36:52,760 - mmaction - INFO - Epoch [94][1620/1879] lr: 7.581e-02, eta: 4 days, 4:59:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6816, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.3271 2021-06-23 09:37:37,513 - mmaction - INFO - Epoch [94][1640/1879] lr: 7.581e-02, eta: 4 days, 4:58:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6922, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.3707 2021-06-23 09:38:22,267 - mmaction - INFO - Epoch [94][1660/1879] lr: 7.581e-02, eta: 4 days, 4:57:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.4115 2021-06-23 09:39:07,163 - mmaction - INFO - Epoch [94][1680/1879] lr: 7.581e-02, eta: 4 days, 4:56:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6863, loss_cls: 2.5000, loss: 2.5000, grad_norm: 2.3613 2021-06-23 09:39:51,941 - mmaction - INFO - Epoch [94][1700/1879] lr: 7.581e-02, eta: 4 days, 4:56:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7023, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.3802 2021-06-23 09:40:36,821 - mmaction - INFO - Epoch [94][1720/1879] lr: 7.581e-02, eta: 4 days, 4:55:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6605, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.4547 2021-06-23 09:41:21,604 - mmaction - INFO - Epoch [94][1740/1879] lr: 7.581e-02, eta: 4 days, 4:54:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4109, top5_acc: 0.6621, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.4271 2021-06-23 09:42:06,382 - mmaction - INFO - Epoch [94][1760/1879] lr: 7.581e-02, eta: 4 days, 4:53:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6863, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.3620 2021-06-23 09:42:51,227 - mmaction - INFO - Epoch [94][1780/1879] lr: 7.581e-02, eta: 4 days, 4:53:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6777, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.4203 2021-06-23 09:43:35,937 - mmaction - INFO - Epoch [94][1800/1879] lr: 7.581e-02, eta: 4 days, 4:52:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6852, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.3965 2021-06-23 09:44:20,804 - mmaction - INFO - Epoch [94][1820/1879] lr: 7.581e-02, eta: 4 days, 4:51:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6910, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.3440 2021-06-23 09:45:05,617 - mmaction - INFO - Epoch [94][1840/1879] lr: 7.581e-02, eta: 4 days, 4:50:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6793, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.3371 2021-06-23 09:45:50,406 - mmaction - INFO - Epoch [94][1860/1879] lr: 7.581e-02, eta: 4 days, 4:50:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.3888 2021-06-23 09:46:33,322 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-06-23 09:48:02,263 - mmaction - INFO - Epoch [95][20/1879] lr: 7.442e-02, eta: 4 days, 4:48:34, time: 4.418, data_time: 2.124, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6785, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.4696 2021-06-23 09:48:47,082 - mmaction - INFO - Epoch [95][40/1879] lr: 7.442e-02, eta: 4 days, 4:47:49, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.3588 2021-06-23 09:49:31,994 - mmaction - INFO - Epoch [95][60/1879] lr: 7.442e-02, eta: 4 days, 4:47:04, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6879, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.3908 2021-06-23 09:50:16,917 - mmaction - INFO - Epoch [95][80/1879] lr: 7.442e-02, eta: 4 days, 4:46:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.3641 2021-06-23 09:51:01,728 - mmaction - INFO - Epoch [95][100/1879] lr: 7.442e-02, eta: 4 days, 4:45:34, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6914, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.4605 2021-06-23 09:51:46,686 - mmaction - INFO - Epoch [95][120/1879] lr: 7.442e-02, eta: 4 days, 4:44:49, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6898, loss_cls: 2.4747, loss: 2.4747, grad_norm: 2.3845 2021-06-23 09:52:31,592 - mmaction - INFO - Epoch [95][140/1879] lr: 7.442e-02, eta: 4 days, 4:44:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6949, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.3952 2021-06-23 09:53:16,382 - mmaction - INFO - Epoch [95][160/1879] lr: 7.442e-02, eta: 4 days, 4:43:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6879, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.3791 2021-06-23 09:54:01,231 - mmaction - INFO - Epoch [95][180/1879] lr: 7.442e-02, eta: 4 days, 4:42:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6945, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.3246 2021-06-23 09:54:46,148 - mmaction - INFO - Epoch [95][200/1879] lr: 7.442e-02, eta: 4 days, 4:41:49, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.3864 2021-06-23 09:55:30,934 - mmaction - INFO - Epoch [95][220/1879] lr: 7.442e-02, eta: 4 days, 4:41:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6949, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.4329 2021-06-23 09:56:15,876 - mmaction - INFO - Epoch [95][240/1879] lr: 7.442e-02, eta: 4 days, 4:40:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6949, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.3570 2021-06-23 09:57:00,697 - mmaction - INFO - Epoch [95][260/1879] lr: 7.442e-02, eta: 4 days, 4:39:34, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6930, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.4323 2021-06-23 09:57:45,528 - mmaction - INFO - Epoch [95][280/1879] lr: 7.442e-02, eta: 4 days, 4:38:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6809, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.3902 2021-06-23 09:58:30,272 - mmaction - INFO - Epoch [95][300/1879] lr: 7.442e-02, eta: 4 days, 4:38:04, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6969, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.3696 2021-06-23 09:59:15,132 - mmaction - INFO - Epoch [95][320/1879] lr: 7.442e-02, eta: 4 days, 4:37:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6902, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.3362 2021-06-23 09:59:59,854 - mmaction - INFO - Epoch [95][340/1879] lr: 7.442e-02, eta: 4 days, 4:36:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.3948 2021-06-23 10:00:44,751 - mmaction - INFO - Epoch [95][360/1879] lr: 7.442e-02, eta: 4 days, 4:35:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6996, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.3746 2021-06-23 10:01:29,565 - mmaction - INFO - Epoch [95][380/1879] lr: 7.442e-02, eta: 4 days, 4:35:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6789, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.4175 2021-06-23 10:02:14,302 - mmaction - INFO - Epoch [95][400/1879] lr: 7.442e-02, eta: 4 days, 4:34:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.4398 2021-06-23 10:02:59,098 - mmaction - INFO - Epoch [95][420/1879] lr: 7.442e-02, eta: 4 days, 4:33:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6777, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.4776 2021-06-23 10:03:43,989 - mmaction - INFO - Epoch [95][440/1879] lr: 7.442e-02, eta: 4 days, 4:32:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6855, loss_cls: 2.4722, loss: 2.4722, grad_norm: 2.4069 2021-06-23 10:04:28,916 - mmaction - INFO - Epoch [95][460/1879] lr: 7.442e-02, eta: 4 days, 4:32:04, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7090, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.3918 2021-06-23 10:05:13,745 - mmaction - INFO - Epoch [95][480/1879] lr: 7.442e-02, eta: 4 days, 4:31:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6852, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.4176 2021-06-23 10:05:58,521 - mmaction - INFO - Epoch [95][500/1879] lr: 7.442e-02, eta: 4 days, 4:30:34, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6875, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.4143 2021-06-23 10:06:43,426 - mmaction - INFO - Epoch [95][520/1879] lr: 7.442e-02, eta: 4 days, 4:29:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6848, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.3730 2021-06-23 10:07:28,209 - mmaction - INFO - Epoch [95][540/1879] lr: 7.442e-02, eta: 4 days, 4:29:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6797, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.3974 2021-06-23 10:08:12,860 - mmaction - INFO - Epoch [95][560/1879] lr: 7.442e-02, eta: 4 days, 4:28:19, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.4155, loss: 2.4155, grad_norm: 2.3840 2021-06-23 10:08:57,742 - mmaction - INFO - Epoch [95][580/1879] lr: 7.442e-02, eta: 4 days, 4:27:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6801, loss_cls: 2.4702, loss: 2.4702, grad_norm: 2.4181 2021-06-23 10:09:42,690 - mmaction - INFO - Epoch [95][600/1879] lr: 7.442e-02, eta: 4 days, 4:26:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6980, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.4497 2021-06-23 10:10:27,422 - mmaction - INFO - Epoch [95][620/1879] lr: 7.442e-02, eta: 4 days, 4:26:04, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6789, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.4287 2021-06-23 10:11:12,277 - mmaction - INFO - Epoch [95][640/1879] lr: 7.442e-02, eta: 4 days, 4:25:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.7027, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.3921 2021-06-23 10:11:57,033 - mmaction - INFO - Epoch [95][660/1879] lr: 7.442e-02, eta: 4 days, 4:24:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4582, top5_acc: 0.6961, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.4326 2021-06-23 10:12:41,797 - mmaction - INFO - Epoch [95][680/1879] lr: 7.442e-02, eta: 4 days, 4:23:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6781, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.4224 2021-06-23 10:13:26,566 - mmaction - INFO - Epoch [95][700/1879] lr: 7.442e-02, eta: 4 days, 4:23:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4648, top5_acc: 0.6965, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.3977 2021-06-23 10:14:11,237 - mmaction - INFO - Epoch [95][720/1879] lr: 7.442e-02, eta: 4 days, 4:22:19, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6969, loss_cls: 2.4279, loss: 2.4279, grad_norm: 2.4015 2021-06-23 10:14:56,031 - mmaction - INFO - Epoch [95][740/1879] lr: 7.442e-02, eta: 4 days, 4:21:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7000, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.4107 2021-06-23 10:15:40,891 - mmaction - INFO - Epoch [95][760/1879] lr: 7.442e-02, eta: 4 days, 4:20:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6809, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.3535 2021-06-23 10:16:25,489 - mmaction - INFO - Epoch [95][780/1879] lr: 7.442e-02, eta: 4 days, 4:20:04, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6902, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.3411 2021-06-23 10:17:10,178 - mmaction - INFO - Epoch [95][800/1879] lr: 7.442e-02, eta: 4 days, 4:19:18, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6895, loss_cls: 2.4842, loss: 2.4842, grad_norm: 2.3615 2021-06-23 10:17:55,090 - mmaction - INFO - Epoch [95][820/1879] lr: 7.442e-02, eta: 4 days, 4:18:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6777, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.5069 2021-06-23 10:18:39,984 - mmaction - INFO - Epoch [95][840/1879] lr: 7.442e-02, eta: 4 days, 4:17:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6855, loss_cls: 2.4842, loss: 2.4842, grad_norm: 2.3375 2021-06-23 10:19:24,678 - mmaction - INFO - Epoch [95][860/1879] lr: 7.442e-02, eta: 4 days, 4:17:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.3593 2021-06-23 10:20:09,487 - mmaction - INFO - Epoch [95][880/1879] lr: 7.442e-02, eta: 4 days, 4:16:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6840, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.3424 2021-06-23 10:20:54,289 - mmaction - INFO - Epoch [95][900/1879] lr: 7.442e-02, eta: 4 days, 4:15:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4596, loss: 2.4596, grad_norm: 2.3456 2021-06-23 10:21:38,911 - mmaction - INFO - Epoch [95][920/1879] lr: 7.442e-02, eta: 4 days, 4:14:48, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6930, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.4013 2021-06-23 10:22:23,635 - mmaction - INFO - Epoch [95][940/1879] lr: 7.442e-02, eta: 4 days, 4:14:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6879, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.3677 2021-06-23 10:23:08,503 - mmaction - INFO - Epoch [95][960/1879] lr: 7.442e-02, eta: 4 days, 4:13:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6926, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.3883 2021-06-23 10:23:53,140 - mmaction - INFO - Epoch [95][980/1879] lr: 7.442e-02, eta: 4 days, 4:12:33, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.7008, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.4529 2021-06-23 10:24:37,878 - mmaction - INFO - Epoch [95][1000/1879] lr: 7.442e-02, eta: 4 days, 4:11:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6855, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.4352 2021-06-23 10:25:22,670 - mmaction - INFO - Epoch [95][1020/1879] lr: 7.442e-02, eta: 4 days, 4:11:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.3497 2021-06-23 10:26:07,426 - mmaction - INFO - Epoch [95][1040/1879] lr: 7.442e-02, eta: 4 days, 4:10:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6859, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.4103 2021-06-23 10:26:52,143 - mmaction - INFO - Epoch [95][1060/1879] lr: 7.442e-02, eta: 4 days, 4:09:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6797, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.4648 2021-06-23 10:27:36,817 - mmaction - INFO - Epoch [95][1080/1879] lr: 7.442e-02, eta: 4 days, 4:08:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6813, loss_cls: 2.5176, loss: 2.5176, grad_norm: 2.4883 2021-06-23 10:28:21,563 - mmaction - INFO - Epoch [95][1100/1879] lr: 7.442e-02, eta: 4 days, 4:08:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.6973, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.3329 2021-06-23 10:29:06,210 - mmaction - INFO - Epoch [95][1120/1879] lr: 7.442e-02, eta: 4 days, 4:07:17, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6797, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.3759 2021-06-23 10:29:50,860 - mmaction - INFO - Epoch [95][1140/1879] lr: 7.442e-02, eta: 4 days, 4:06:32, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.4090 2021-06-23 10:30:35,596 - mmaction - INFO - Epoch [95][1160/1879] lr: 7.442e-02, eta: 4 days, 4:05:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.6215 2021-06-23 10:31:20,212 - mmaction - INFO - Epoch [95][1180/1879] lr: 7.442e-02, eta: 4 days, 4:05:02, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6918, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.3539 2021-06-23 10:32:04,828 - mmaction - INFO - Epoch [95][1200/1879] lr: 7.442e-02, eta: 4 days, 4:04:17, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6770, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.4032 2021-06-23 10:32:49,498 - mmaction - INFO - Epoch [95][1220/1879] lr: 7.442e-02, eta: 4 days, 4:03:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4184, top5_acc: 0.6781, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.4304 2021-06-23 10:33:34,115 - mmaction - INFO - Epoch [95][1240/1879] lr: 7.442e-02, eta: 4 days, 4:02:46, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6824, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.3483 2021-06-23 10:34:18,845 - mmaction - INFO - Epoch [95][1260/1879] lr: 7.442e-02, eta: 4 days, 4:02:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6734, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.3938 2021-06-23 10:35:03,588 - mmaction - INFO - Epoch [95][1280/1879] lr: 7.442e-02, eta: 4 days, 4:01:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.4763 2021-06-23 10:35:48,405 - mmaction - INFO - Epoch [95][1300/1879] lr: 7.442e-02, eta: 4 days, 4:00:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6770, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.3876 2021-06-23 10:36:33,209 - mmaction - INFO - Epoch [95][1320/1879] lr: 7.442e-02, eta: 4 days, 3:59:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6797, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.3932 2021-06-23 10:37:18,066 - mmaction - INFO - Epoch [95][1340/1879] lr: 7.442e-02, eta: 4 days, 3:59:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6723, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.4287 2021-06-23 10:38:02,776 - mmaction - INFO - Epoch [95][1360/1879] lr: 7.442e-02, eta: 4 days, 3:58:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6937, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.3893 2021-06-23 10:38:47,536 - mmaction - INFO - Epoch [95][1380/1879] lr: 7.442e-02, eta: 4 days, 3:57:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6863, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.3527 2021-06-23 10:39:32,262 - mmaction - INFO - Epoch [95][1400/1879] lr: 7.442e-02, eta: 4 days, 3:56:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6871, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.4087 2021-06-23 10:40:17,116 - mmaction - INFO - Epoch [95][1420/1879] lr: 7.442e-02, eta: 4 days, 3:56:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6805, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.3591 2021-06-23 10:41:01,890 - mmaction - INFO - Epoch [95][1440/1879] lr: 7.442e-02, eta: 4 days, 3:55:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6871, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.3897 2021-06-23 10:41:46,570 - mmaction - INFO - Epoch [95][1460/1879] lr: 7.442e-02, eta: 4 days, 3:54:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6871, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.4354 2021-06-23 10:42:31,305 - mmaction - INFO - Epoch [95][1480/1879] lr: 7.442e-02, eta: 4 days, 3:53:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.4701 2021-06-23 10:43:16,077 - mmaction - INFO - Epoch [95][1500/1879] lr: 7.442e-02, eta: 4 days, 3:53:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4129, top5_acc: 0.6684, loss_cls: 2.6022, loss: 2.6022, grad_norm: 2.3721 2021-06-23 10:44:00,792 - mmaction - INFO - Epoch [95][1520/1879] lr: 7.442e-02, eta: 4 days, 3:52:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.3435 2021-06-23 10:44:45,399 - mmaction - INFO - Epoch [95][1540/1879] lr: 7.442e-02, eta: 4 days, 3:51:30, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6777, loss_cls: 2.5676, loss: 2.5676, grad_norm: 2.4687 2021-06-23 10:45:30,296 - mmaction - INFO - Epoch [95][1560/1879] lr: 7.442e-02, eta: 4 days, 3:50:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6863, loss_cls: 2.4663, loss: 2.4663, grad_norm: 2.3664 2021-06-23 10:46:15,006 - mmaction - INFO - Epoch [95][1580/1879] lr: 7.442e-02, eta: 4 days, 3:50:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6953, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.4027 2021-06-23 10:46:59,799 - mmaction - INFO - Epoch [95][1600/1879] lr: 7.442e-02, eta: 4 days, 3:49:15, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.4276 2021-06-23 10:47:44,566 - mmaction - INFO - Epoch [95][1620/1879] lr: 7.442e-02, eta: 4 days, 3:48:30, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6754, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.5723 2021-06-23 10:48:29,493 - mmaction - INFO - Epoch [95][1640/1879] lr: 7.442e-02, eta: 4 days, 3:47:45, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6840, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.3833 2021-06-23 10:49:14,146 - mmaction - INFO - Epoch [95][1660/1879] lr: 7.442e-02, eta: 4 days, 3:47:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6730, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.3800 2021-06-23 10:49:58,940 - mmaction - INFO - Epoch [95][1680/1879] lr: 7.442e-02, eta: 4 days, 3:46:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6859, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.4183 2021-06-23 10:50:43,715 - mmaction - INFO - Epoch [95][1700/1879] lr: 7.442e-02, eta: 4 days, 3:45:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5626, loss: 2.5626, grad_norm: 2.4576 2021-06-23 10:51:28,509 - mmaction - INFO - Epoch [95][1720/1879] lr: 7.442e-02, eta: 4 days, 3:44:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.3712 2021-06-23 10:52:13,225 - mmaction - INFO - Epoch [95][1740/1879] lr: 7.442e-02, eta: 4 days, 3:44:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.4189 2021-06-23 10:52:57,918 - mmaction - INFO - Epoch [95][1760/1879] lr: 7.442e-02, eta: 4 days, 3:43:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.3952 2021-06-23 10:53:42,644 - mmaction - INFO - Epoch [95][1780/1879] lr: 7.442e-02, eta: 4 days, 3:42:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.7035, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.4250 2021-06-23 10:54:27,347 - mmaction - INFO - Epoch [95][1800/1879] lr: 7.442e-02, eta: 4 days, 3:41:44, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6816, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.4511 2021-06-23 10:55:12,204 - mmaction - INFO - Epoch [95][1820/1879] lr: 7.442e-02, eta: 4 days, 3:40:59, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4137, top5_acc: 0.6691, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4913 2021-06-23 10:55:56,980 - mmaction - INFO - Epoch [95][1840/1879] lr: 7.442e-02, eta: 4 days, 3:40:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.4760 2021-06-23 10:56:41,735 - mmaction - INFO - Epoch [95][1860/1879] lr: 7.442e-02, eta: 4 days, 3:39:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.3702 2021-06-23 10:57:24,757 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-06-23 10:58:54,768 - mmaction - INFO - Epoch [96][20/1879] lr: 7.303e-02, eta: 4 days, 3:38:03, time: 4.464, data_time: 2.120, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6875, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.4158 2021-06-23 10:59:39,680 - mmaction - INFO - Epoch [96][40/1879] lr: 7.303e-02, eta: 4 days, 3:37:18, time: 2.246, data_time: 0.004, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6875, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.4643 2021-06-23 11:00:24,541 - mmaction - INFO - Epoch [96][60/1879] lr: 7.303e-02, eta: 4 days, 3:36:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7074, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.3996 2021-06-23 11:01:09,460 - mmaction - INFO - Epoch [96][80/1879] lr: 7.303e-02, eta: 4 days, 3:35:48, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7082, loss_cls: 2.3941, loss: 2.3941, grad_norm: 2.3627 2021-06-23 11:01:54,434 - mmaction - INFO - Epoch [96][100/1879] lr: 7.303e-02, eta: 4 days, 3:35:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.4497 2021-06-23 11:02:39,346 - mmaction - INFO - Epoch [96][120/1879] lr: 7.303e-02, eta: 4 days, 3:34:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6793, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.4399 2021-06-23 11:03:24,345 - mmaction - INFO - Epoch [96][140/1879] lr: 7.303e-02, eta: 4 days, 3:33:34, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6867, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.4332 2021-06-23 11:04:09,277 - mmaction - INFO - Epoch [96][160/1879] lr: 7.303e-02, eta: 4 days, 3:32:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7016, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.4227 2021-06-23 11:04:54,101 - mmaction - INFO - Epoch [96][180/1879] lr: 7.303e-02, eta: 4 days, 3:32:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6977, loss_cls: 2.4588, loss: 2.4588, grad_norm: 2.4602 2021-06-23 11:05:38,990 - mmaction - INFO - Epoch [96][200/1879] lr: 7.303e-02, eta: 4 days, 3:31:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6902, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.3981 2021-06-23 11:06:23,724 - mmaction - INFO - Epoch [96][220/1879] lr: 7.303e-02, eta: 4 days, 3:30:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6773, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.4284 2021-06-23 11:07:08,690 - mmaction - INFO - Epoch [96][240/1879] lr: 7.303e-02, eta: 4 days, 3:29:49, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6980, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.4007 2021-06-23 11:07:53,549 - mmaction - INFO - Epoch [96][260/1879] lr: 7.303e-02, eta: 4 days, 3:29:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6836, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.3578 2021-06-23 11:08:38,461 - mmaction - INFO - Epoch [96][280/1879] lr: 7.303e-02, eta: 4 days, 3:28:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6965, loss_cls: 2.4388, loss: 2.4388, grad_norm: 2.4375 2021-06-23 11:09:23,362 - mmaction - INFO - Epoch [96][300/1879] lr: 7.303e-02, eta: 4 days, 3:27:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6871, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.4207 2021-06-23 11:10:08,047 - mmaction - INFO - Epoch [96][320/1879] lr: 7.303e-02, eta: 4 days, 3:26:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6984, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.4056 2021-06-23 11:10:52,897 - mmaction - INFO - Epoch [96][340/1879] lr: 7.303e-02, eta: 4 days, 3:26:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6898, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.4529 2021-06-23 11:11:37,708 - mmaction - INFO - Epoch [96][360/1879] lr: 7.303e-02, eta: 4 days, 3:25:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6965, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.4403 2021-06-23 11:12:22,554 - mmaction - INFO - Epoch [96][380/1879] lr: 7.303e-02, eta: 4 days, 3:24:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4262, top5_acc: 0.6813, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.5097 2021-06-23 11:13:07,480 - mmaction - INFO - Epoch [96][400/1879] lr: 7.303e-02, eta: 4 days, 3:23:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.3927 2021-06-23 11:13:52,245 - mmaction - INFO - Epoch [96][420/1879] lr: 7.303e-02, eta: 4 days, 3:23:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6934, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.3857 2021-06-23 11:14:37,093 - mmaction - INFO - Epoch [96][440/1879] lr: 7.303e-02, eta: 4 days, 3:22:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.4558 2021-06-23 11:15:21,833 - mmaction - INFO - Epoch [96][460/1879] lr: 7.303e-02, eta: 4 days, 3:21:34, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6828, loss_cls: 2.5601, loss: 2.5601, grad_norm: 2.4678 2021-06-23 11:16:06,663 - mmaction - INFO - Epoch [96][480/1879] lr: 7.303e-02, eta: 4 days, 3:20:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6914, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.3905 2021-06-23 11:16:51,305 - mmaction - INFO - Epoch [96][500/1879] lr: 7.303e-02, eta: 4 days, 3:20:04, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6887, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.4381 2021-06-23 11:17:36,019 - mmaction - INFO - Epoch [96][520/1879] lr: 7.303e-02, eta: 4 days, 3:19:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6977, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.4383 2021-06-23 11:18:20,834 - mmaction - INFO - Epoch [96][540/1879] lr: 7.303e-02, eta: 4 days, 3:18:34, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6902, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.3967 2021-06-23 11:19:05,662 - mmaction - INFO - Epoch [96][560/1879] lr: 7.303e-02, eta: 4 days, 3:17:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6797, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.4053 2021-06-23 11:19:50,500 - mmaction - INFO - Epoch [96][580/1879] lr: 7.303e-02, eta: 4 days, 3:17:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.7063, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.4436 2021-06-23 11:20:35,301 - mmaction - INFO - Epoch [96][600/1879] lr: 7.303e-02, eta: 4 days, 3:16:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6828, loss_cls: 2.5144, loss: 2.5144, grad_norm: 2.4964 2021-06-23 11:21:20,228 - mmaction - INFO - Epoch [96][620/1879] lr: 7.303e-02, eta: 4 days, 3:15:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6820, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.5466 2021-06-23 11:22:04,992 - mmaction - INFO - Epoch [96][640/1879] lr: 7.303e-02, eta: 4 days, 3:14:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6805, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.4332 2021-06-23 11:22:49,732 - mmaction - INFO - Epoch [96][660/1879] lr: 7.303e-02, eta: 4 days, 3:14:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6914, loss_cls: 2.4393, loss: 2.4393, grad_norm: 2.4098 2021-06-23 11:23:34,428 - mmaction - INFO - Epoch [96][680/1879] lr: 7.303e-02, eta: 4 days, 3:13:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.4340 2021-06-23 11:24:19,101 - mmaction - INFO - Epoch [96][700/1879] lr: 7.303e-02, eta: 4 days, 3:12:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.4583 2021-06-23 11:25:03,867 - mmaction - INFO - Epoch [96][720/1879] lr: 7.303e-02, eta: 4 days, 3:11:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6816, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.4676 2021-06-23 11:25:48,713 - mmaction - INFO - Epoch [96][740/1879] lr: 7.303e-02, eta: 4 days, 3:11:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.3835 2021-06-23 11:26:33,449 - mmaction - INFO - Epoch [96][760/1879] lr: 7.303e-02, eta: 4 days, 3:10:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6848, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.4712 2021-06-23 11:27:18,161 - mmaction - INFO - Epoch [96][780/1879] lr: 7.303e-02, eta: 4 days, 3:09:33, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6879, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.3859 2021-06-23 11:28:03,045 - mmaction - INFO - Epoch [96][800/1879] lr: 7.303e-02, eta: 4 days, 3:08:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.3947 2021-06-23 11:28:47,893 - mmaction - INFO - Epoch [96][820/1879] lr: 7.303e-02, eta: 4 days, 3:08:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.4451 2021-06-23 11:29:32,731 - mmaction - INFO - Epoch [96][840/1879] lr: 7.303e-02, eta: 4 days, 3:07:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6918, loss_cls: 2.4864, loss: 2.4864, grad_norm: 2.3790 2021-06-23 11:30:17,566 - mmaction - INFO - Epoch [96][860/1879] lr: 7.303e-02, eta: 4 days, 3:06:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6781, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.3303 2021-06-23 11:31:02,353 - mmaction - INFO - Epoch [96][880/1879] lr: 7.303e-02, eta: 4 days, 3:05:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6855, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.3907 2021-06-23 11:31:46,970 - mmaction - INFO - Epoch [96][900/1879] lr: 7.303e-02, eta: 4 days, 3:05:03, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6867, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.4354 2021-06-23 11:32:31,646 - mmaction - INFO - Epoch [96][920/1879] lr: 7.303e-02, eta: 4 days, 3:04:18, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6816, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.4157 2021-06-23 11:33:16,330 - mmaction - INFO - Epoch [96][940/1879] lr: 7.303e-02, eta: 4 days, 3:03:33, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6836, loss_cls: 2.4861, loss: 2.4861, grad_norm: 2.4307 2021-06-23 11:34:01,150 - mmaction - INFO - Epoch [96][960/1879] lr: 7.303e-02, eta: 4 days, 3:02:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6961, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.4125 2021-06-23 11:34:46,006 - mmaction - INFO - Epoch [96][980/1879] lr: 7.303e-02, eta: 4 days, 3:02:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6840, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.4455 2021-06-23 11:35:30,730 - mmaction - INFO - Epoch [96][1000/1879] lr: 7.303e-02, eta: 4 days, 3:01:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6844, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.4771 2021-06-23 11:36:15,639 - mmaction - INFO - Epoch [96][1020/1879] lr: 7.303e-02, eta: 4 days, 3:00:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6871, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.4169 2021-06-23 11:37:00,495 - mmaction - INFO - Epoch [96][1040/1879] lr: 7.303e-02, eta: 4 days, 2:59:48, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6973, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.4285 2021-06-23 11:37:45,253 - mmaction - INFO - Epoch [96][1060/1879] lr: 7.303e-02, eta: 4 days, 2:59:03, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6883, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.4442 2021-06-23 11:38:30,022 - mmaction - INFO - Epoch [96][1080/1879] lr: 7.303e-02, eta: 4 days, 2:58:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6824, loss_cls: 2.5405, loss: 2.5405, grad_norm: 2.6442 2021-06-23 11:39:14,758 - mmaction - INFO - Epoch [96][1100/1879] lr: 7.303e-02, eta: 4 days, 2:57:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6793, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.4661 2021-06-23 11:39:59,627 - mmaction - INFO - Epoch [96][1120/1879] lr: 7.303e-02, eta: 4 days, 2:56:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6711, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.4196 2021-06-23 11:40:44,416 - mmaction - INFO - Epoch [96][1140/1879] lr: 7.303e-02, eta: 4 days, 2:56:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6836, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.4162 2021-06-23 11:41:29,128 - mmaction - INFO - Epoch [96][1160/1879] lr: 7.303e-02, eta: 4 days, 2:55:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.3882 2021-06-23 11:42:13,805 - mmaction - INFO - Epoch [96][1180/1879] lr: 7.303e-02, eta: 4 days, 2:54:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7070, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.4713 2021-06-23 11:42:58,674 - mmaction - INFO - Epoch [96][1200/1879] lr: 7.303e-02, eta: 4 days, 2:53:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6848, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.5137 2021-06-23 11:43:43,429 - mmaction - INFO - Epoch [96][1220/1879] lr: 7.303e-02, eta: 4 days, 2:53:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6770, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.4523 2021-06-23 11:44:28,156 - mmaction - INFO - Epoch [96][1240/1879] lr: 7.303e-02, eta: 4 days, 2:52:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6840, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.3918 2021-06-23 11:45:12,892 - mmaction - INFO - Epoch [96][1260/1879] lr: 7.303e-02, eta: 4 days, 2:51:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6934, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.3874 2021-06-23 11:45:57,826 - mmaction - INFO - Epoch [96][1280/1879] lr: 7.303e-02, eta: 4 days, 2:50:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6984, loss_cls: 2.4590, loss: 2.4590, grad_norm: 2.4569 2021-06-23 11:46:42,525 - mmaction - INFO - Epoch [96][1300/1879] lr: 7.303e-02, eta: 4 days, 2:50:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6922, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.4261 2021-06-23 11:47:27,239 - mmaction - INFO - Epoch [96][1320/1879] lr: 7.303e-02, eta: 4 days, 2:49:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6961, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.5201 2021-06-23 11:48:11,962 - mmaction - INFO - Epoch [96][1340/1879] lr: 7.303e-02, eta: 4 days, 2:48:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6895, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.3971 2021-06-23 11:48:56,761 - mmaction - INFO - Epoch [96][1360/1879] lr: 7.303e-02, eta: 4 days, 2:47:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6875, loss_cls: 2.5058, loss: 2.5058, grad_norm: 2.4475 2021-06-23 11:49:41,640 - mmaction - INFO - Epoch [96][1380/1879] lr: 7.303e-02, eta: 4 days, 2:47:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.4413 2021-06-23 11:50:26,453 - mmaction - INFO - Epoch [96][1400/1879] lr: 7.303e-02, eta: 4 days, 2:46:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6859, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.4009 2021-06-23 11:51:11,363 - mmaction - INFO - Epoch [96][1420/1879] lr: 7.303e-02, eta: 4 days, 2:45:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6801, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.4241 2021-06-23 11:51:56,067 - mmaction - INFO - Epoch [96][1440/1879] lr: 7.303e-02, eta: 4 days, 2:44:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.4453 2021-06-23 11:52:40,803 - mmaction - INFO - Epoch [96][1460/1879] lr: 7.303e-02, eta: 4 days, 2:44:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6887, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.5210 2021-06-23 11:53:25,651 - mmaction - INFO - Epoch [96][1480/1879] lr: 7.303e-02, eta: 4 days, 2:43:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.4284 2021-06-23 11:54:10,390 - mmaction - INFO - Epoch [96][1500/1879] lr: 7.303e-02, eta: 4 days, 2:42:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6816, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.4407 2021-06-23 11:54:55,150 - mmaction - INFO - Epoch [96][1520/1879] lr: 7.303e-02, eta: 4 days, 2:41:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6684, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.4000 2021-06-23 11:55:39,887 - mmaction - INFO - Epoch [96][1540/1879] lr: 7.303e-02, eta: 4 days, 2:41:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6832, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.4431 2021-06-23 11:56:24,642 - mmaction - INFO - Epoch [96][1560/1879] lr: 7.303e-02, eta: 4 days, 2:40:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6957, loss_cls: 2.4727, loss: 2.4727, grad_norm: 2.4818 2021-06-23 11:57:09,493 - mmaction - INFO - Epoch [96][1580/1879] lr: 7.303e-02, eta: 4 days, 2:39:31, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6891, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.4120 2021-06-23 11:57:54,314 - mmaction - INFO - Epoch [96][1600/1879] lr: 7.303e-02, eta: 4 days, 2:38:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6805, loss_cls: 2.5651, loss: 2.5651, grad_norm: 2.4283 2021-06-23 11:58:38,971 - mmaction - INFO - Epoch [96][1620/1879] lr: 7.303e-02, eta: 4 days, 2:38:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6828, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.3741 2021-06-23 11:59:23,657 - mmaction - INFO - Epoch [96][1640/1879] lr: 7.303e-02, eta: 4 days, 2:37:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6906, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.3865 2021-06-23 12:00:08,457 - mmaction - INFO - Epoch [96][1660/1879] lr: 7.303e-02, eta: 4 days, 2:36:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6844, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.3864 2021-06-23 12:00:58,773 - mmaction - INFO - Epoch [96][1680/1879] lr: 7.303e-02, eta: 4 days, 2:35:50, time: 2.492, data_time: 0.006, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6676, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.4165 2021-06-23 12:01:43,570 - mmaction - INFO - Epoch [96][1700/1879] lr: 7.303e-02, eta: 4 days, 2:35:06, time: 2.267, data_time: 0.034, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6934, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.4137 2021-06-23 12:02:28,386 - mmaction - INFO - Epoch [96][1720/1879] lr: 7.303e-02, eta: 4 days, 2:34:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.4695 2021-06-23 12:03:13,120 - mmaction - INFO - Epoch [96][1740/1879] lr: 7.303e-02, eta: 4 days, 2:33:36, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7000, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.3676 2021-06-23 12:03:57,884 - mmaction - INFO - Epoch [96][1760/1879] lr: 7.303e-02, eta: 4 days, 2:32:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5520, loss: 2.5520, grad_norm: 2.4275 2021-06-23 12:04:42,757 - mmaction - INFO - Epoch [96][1780/1879] lr: 7.303e-02, eta: 4 days, 2:32:06, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.3899 2021-06-23 12:05:27,608 - mmaction - INFO - Epoch [96][1800/1879] lr: 7.303e-02, eta: 4 days, 2:31:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6922, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.4632 2021-06-23 12:06:12,538 - mmaction - INFO - Epoch [96][1820/1879] lr: 7.303e-02, eta: 4 days, 2:30:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6797, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.3555 2021-06-23 12:06:57,399 - mmaction - INFO - Epoch [96][1840/1879] lr: 7.303e-02, eta: 4 days, 2:29:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4230, top5_acc: 0.6926, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.6156 2021-06-23 12:07:42,188 - mmaction - INFO - Epoch [96][1860/1879] lr: 7.303e-02, eta: 4 days, 2:29:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6824, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.4472 2021-06-23 12:08:39,794 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-06-23 12:11:03,479 - mmaction - INFO - Epoch [97][20/1879] lr: 7.164e-02, eta: 4 days, 2:28:27, time: 7.148, data_time: 4.869, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6926, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.4427 2021-06-23 12:11:48,405 - mmaction - INFO - Epoch [97][40/1879] lr: 7.164e-02, eta: 4 days, 2:27:42, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7109, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.4299 2021-06-23 12:12:33,334 - mmaction - INFO - Epoch [97][60/1879] lr: 7.164e-02, eta: 4 days, 2:26:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4254, top5_acc: 0.6859, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.4901 2021-06-23 12:13:18,180 - mmaction - INFO - Epoch [97][80/1879] lr: 7.164e-02, eta: 4 days, 2:26:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6836, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.4546 2021-06-23 12:14:03,218 - mmaction - INFO - Epoch [97][100/1879] lr: 7.164e-02, eta: 4 days, 2:25:27, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6848, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.3779 2021-06-23 12:14:48,179 - mmaction - INFO - Epoch [97][120/1879] lr: 7.164e-02, eta: 4 days, 2:24:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7043, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.3833 2021-06-23 12:15:33,107 - mmaction - INFO - Epoch [97][140/1879] lr: 7.164e-02, eta: 4 days, 2:23:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6879, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.4279 2021-06-23 12:16:17,976 - mmaction - INFO - Epoch [97][160/1879] lr: 7.164e-02, eta: 4 days, 2:23:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6828, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.3997 2021-06-23 12:17:02,931 - mmaction - INFO - Epoch [97][180/1879] lr: 7.164e-02, eta: 4 days, 2:22:27, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6867, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.4289 2021-06-23 12:17:47,764 - mmaction - INFO - Epoch [97][200/1879] lr: 7.164e-02, eta: 4 days, 2:21:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6895, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.4674 2021-06-23 12:18:32,599 - mmaction - INFO - Epoch [97][220/1879] lr: 7.164e-02, eta: 4 days, 2:20:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6898, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.4127 2021-06-23 12:19:17,474 - mmaction - INFO - Epoch [97][240/1879] lr: 7.164e-02, eta: 4 days, 2:20:12, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6902, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.4185 2021-06-23 12:20:02,298 - mmaction - INFO - Epoch [97][260/1879] lr: 7.164e-02, eta: 4 days, 2:19:27, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6809, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.4078 2021-06-23 12:20:47,133 - mmaction - INFO - Epoch [97][280/1879] lr: 7.164e-02, eta: 4 days, 2:18:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.7008, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.4017 2021-06-23 12:21:32,040 - mmaction - INFO - Epoch [97][300/1879] lr: 7.164e-02, eta: 4 days, 2:17:57, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6945, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.4669 2021-06-23 12:22:16,841 - mmaction - INFO - Epoch [97][320/1879] lr: 7.164e-02, eta: 4 days, 2:17:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6965, loss_cls: 2.4655, loss: 2.4655, grad_norm: 2.4776 2021-06-23 12:23:01,683 - mmaction - INFO - Epoch [97][340/1879] lr: 7.164e-02, eta: 4 days, 2:16:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.4603 2021-06-23 12:23:46,462 - mmaction - INFO - Epoch [97][360/1879] lr: 7.164e-02, eta: 4 days, 2:15:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6891, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.5264 2021-06-23 12:24:31,329 - mmaction - INFO - Epoch [97][380/1879] lr: 7.164e-02, eta: 4 days, 2:14:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7055, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.4444 2021-06-23 12:25:16,072 - mmaction - INFO - Epoch [97][400/1879] lr: 7.164e-02, eta: 4 days, 2:14:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6941, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.4661 2021-06-23 12:26:00,765 - mmaction - INFO - Epoch [97][420/1879] lr: 7.164e-02, eta: 4 days, 2:13:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.7020, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.4614 2021-06-23 12:26:45,521 - mmaction - INFO - Epoch [97][440/1879] lr: 7.164e-02, eta: 4 days, 2:12:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.4372 2021-06-23 12:27:30,325 - mmaction - INFO - Epoch [97][460/1879] lr: 7.164e-02, eta: 4 days, 2:11:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.7027, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.5102 2021-06-23 12:28:15,169 - mmaction - INFO - Epoch [97][480/1879] lr: 7.164e-02, eta: 4 days, 2:11:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6902, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.4550 2021-06-23 12:29:00,040 - mmaction - INFO - Epoch [97][500/1879] lr: 7.164e-02, eta: 4 days, 2:10:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6848, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.4509 2021-06-23 12:29:44,917 - mmaction - INFO - Epoch [97][520/1879] lr: 7.164e-02, eta: 4 days, 2:09:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7043, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.4394 2021-06-23 12:30:29,800 - mmaction - INFO - Epoch [97][540/1879] lr: 7.164e-02, eta: 4 days, 2:08:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6855, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.4619 2021-06-23 12:31:14,687 - mmaction - INFO - Epoch [97][560/1879] lr: 7.164e-02, eta: 4 days, 2:08:12, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4086, top5_acc: 0.6687, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.4840 2021-06-23 12:31:59,476 - mmaction - INFO - Epoch [97][580/1879] lr: 7.164e-02, eta: 4 days, 2:07:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6840, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.4538 2021-06-23 12:32:44,227 - mmaction - INFO - Epoch [97][600/1879] lr: 7.164e-02, eta: 4 days, 2:06:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6902, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4387 2021-06-23 12:33:28,982 - mmaction - INFO - Epoch [97][620/1879] lr: 7.164e-02, eta: 4 days, 2:05:57, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6930, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.4751 2021-06-23 12:34:13,833 - mmaction - INFO - Epoch [97][640/1879] lr: 7.164e-02, eta: 4 days, 2:05:12, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6984, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.4354 2021-06-23 12:34:58,544 - mmaction - INFO - Epoch [97][660/1879] lr: 7.164e-02, eta: 4 days, 2:04:27, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4430, top5_acc: 0.7012, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.3329 2021-06-23 12:35:43,226 - mmaction - INFO - Epoch [97][680/1879] lr: 7.164e-02, eta: 4 days, 2:03:42, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6824, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.4155 2021-06-23 12:36:28,046 - mmaction - INFO - Epoch [97][700/1879] lr: 7.164e-02, eta: 4 days, 2:02:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6926, loss_cls: 2.4737, loss: 2.4737, grad_norm: 2.4155 2021-06-23 12:37:12,783 - mmaction - INFO - Epoch [97][720/1879] lr: 7.164e-02, eta: 4 days, 2:02:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6926, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.4392 2021-06-23 12:37:57,726 - mmaction - INFO - Epoch [97][740/1879] lr: 7.164e-02, eta: 4 days, 2:01:27, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6969, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.4554 2021-06-23 12:38:42,539 - mmaction - INFO - Epoch [97][760/1879] lr: 7.164e-02, eta: 4 days, 2:00:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6867, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.4965 2021-06-23 12:39:27,452 - mmaction - INFO - Epoch [97][780/1879] lr: 7.164e-02, eta: 4 days, 1:59:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.4350 2021-06-23 12:40:12,186 - mmaction - INFO - Epoch [97][800/1879] lr: 7.164e-02, eta: 4 days, 1:59:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.4537 2021-06-23 12:40:56,957 - mmaction - INFO - Epoch [97][820/1879] lr: 7.164e-02, eta: 4 days, 1:58:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6852, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.4209 2021-06-23 12:41:41,629 - mmaction - INFO - Epoch [97][840/1879] lr: 7.164e-02, eta: 4 days, 1:57:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4188, top5_acc: 0.6723, loss_cls: 2.5358, loss: 2.5358, grad_norm: 2.4850 2021-06-23 12:42:26,348 - mmaction - INFO - Epoch [97][860/1879] lr: 7.164e-02, eta: 4 days, 1:56:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4854, loss: 2.4854, grad_norm: 2.4281 2021-06-23 12:43:11,147 - mmaction - INFO - Epoch [97][880/1879] lr: 7.164e-02, eta: 4 days, 1:56:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7082, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.4046 2021-06-23 12:43:55,865 - mmaction - INFO - Epoch [97][900/1879] lr: 7.164e-02, eta: 4 days, 1:55:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.5237 2021-06-23 12:44:40,598 - mmaction - INFO - Epoch [97][920/1879] lr: 7.164e-02, eta: 4 days, 1:54:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6848, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.4265 2021-06-23 12:45:25,292 - mmaction - INFO - Epoch [97][940/1879] lr: 7.164e-02, eta: 4 days, 1:53:56, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6824, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.5221 2021-06-23 12:46:10,003 - mmaction - INFO - Epoch [97][960/1879] lr: 7.164e-02, eta: 4 days, 1:53:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6801, loss_cls: 2.5091, loss: 2.5091, grad_norm: 2.4148 2021-06-23 12:46:54,848 - mmaction - INFO - Epoch [97][980/1879] lr: 7.164e-02, eta: 4 days, 1:52:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.4463 2021-06-23 12:47:39,577 - mmaction - INFO - Epoch [97][1000/1879] lr: 7.164e-02, eta: 4 days, 1:51:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6852, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.4523 2021-06-23 12:48:24,387 - mmaction - INFO - Epoch [97][1020/1879] lr: 7.164e-02, eta: 4 days, 1:50:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6879, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.3348 2021-06-23 12:49:09,153 - mmaction - INFO - Epoch [97][1040/1879] lr: 7.164e-02, eta: 4 days, 1:50:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6871, loss_cls: 2.4674, loss: 2.4674, grad_norm: 2.4108 2021-06-23 12:49:53,981 - mmaction - INFO - Epoch [97][1060/1879] lr: 7.164e-02, eta: 4 days, 1:49:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6797, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.3774 2021-06-23 12:50:38,756 - mmaction - INFO - Epoch [97][1080/1879] lr: 7.164e-02, eta: 4 days, 1:48:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7008, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.3854 2021-06-23 12:51:23,557 - mmaction - INFO - Epoch [97][1100/1879] lr: 7.164e-02, eta: 4 days, 1:47:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6863, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.4138 2021-06-23 12:52:08,433 - mmaction - INFO - Epoch [97][1120/1879] lr: 7.164e-02, eta: 4 days, 1:47:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6980, loss_cls: 2.4364, loss: 2.4364, grad_norm: 2.4675 2021-06-23 12:52:53,082 - mmaction - INFO - Epoch [97][1140/1879] lr: 7.164e-02, eta: 4 days, 1:46:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6910, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.4009 2021-06-23 12:53:37,879 - mmaction - INFO - Epoch [97][1160/1879] lr: 7.164e-02, eta: 4 days, 1:45:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.4143 2021-06-23 12:54:22,568 - mmaction - INFO - Epoch [97][1180/1879] lr: 7.164e-02, eta: 4 days, 1:44:55, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6992, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.4364 2021-06-23 12:55:07,326 - mmaction - INFO - Epoch [97][1200/1879] lr: 7.164e-02, eta: 4 days, 1:44:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6836, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.4730 2021-06-23 12:55:52,027 - mmaction - INFO - Epoch [97][1220/1879] lr: 7.164e-02, eta: 4 days, 1:43:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6879, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.4648 2021-06-23 12:56:36,808 - mmaction - INFO - Epoch [97][1240/1879] lr: 7.164e-02, eta: 4 days, 1:42:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6773, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.4573 2021-06-23 12:57:21,660 - mmaction - INFO - Epoch [97][1260/1879] lr: 7.164e-02, eta: 4 days, 1:41:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7000, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.4744 2021-06-23 12:58:06,517 - mmaction - INFO - Epoch [97][1280/1879] lr: 7.164e-02, eta: 4 days, 1:41:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6828, loss_cls: 2.5280, loss: 2.5280, grad_norm: 2.4169 2021-06-23 12:58:51,304 - mmaction - INFO - Epoch [97][1300/1879] lr: 7.164e-02, eta: 4 days, 1:40:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6887, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.4478 2021-06-23 12:59:36,126 - mmaction - INFO - Epoch [97][1320/1879] lr: 7.164e-02, eta: 4 days, 1:39:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6891, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.4800 2021-06-23 13:00:20,850 - mmaction - INFO - Epoch [97][1340/1879] lr: 7.164e-02, eta: 4 days, 1:38:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6895, loss_cls: 2.4366, loss: 2.4366, grad_norm: 2.4069 2021-06-23 13:01:05,495 - mmaction - INFO - Epoch [97][1360/1879] lr: 7.164e-02, eta: 4 days, 1:38:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6945, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.4676 2021-06-23 13:01:50,230 - mmaction - INFO - Epoch [97][1380/1879] lr: 7.164e-02, eta: 4 days, 1:37:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.3631 2021-06-23 13:02:34,960 - mmaction - INFO - Epoch [97][1400/1879] lr: 7.164e-02, eta: 4 days, 1:36:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4102, top5_acc: 0.6820, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.5305 2021-06-23 13:03:19,798 - mmaction - INFO - Epoch [97][1420/1879] lr: 7.164e-02, eta: 4 days, 1:35:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.4415 2021-06-23 13:04:04,702 - mmaction - INFO - Epoch [97][1440/1879] lr: 7.164e-02, eta: 4 days, 1:35:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6887, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.3921 2021-06-23 13:04:49,554 - mmaction - INFO - Epoch [97][1460/1879] lr: 7.164e-02, eta: 4 days, 1:34:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.4389 2021-06-23 13:05:34,330 - mmaction - INFO - Epoch [97][1480/1879] lr: 7.164e-02, eta: 4 days, 1:33:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7066, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.4577 2021-06-23 13:06:19,024 - mmaction - INFO - Epoch [97][1500/1879] lr: 7.164e-02, eta: 4 days, 1:32:54, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.5565 2021-06-23 13:07:03,864 - mmaction - INFO - Epoch [97][1520/1879] lr: 7.164e-02, eta: 4 days, 1:32:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.4838 2021-06-23 13:07:48,614 - mmaction - INFO - Epoch [97][1540/1879] lr: 7.164e-02, eta: 4 days, 1:31:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.4727, loss: 2.4727, grad_norm: 2.4412 2021-06-23 13:08:33,536 - mmaction - INFO - Epoch [97][1560/1879] lr: 7.164e-02, eta: 4 days, 1:30:39, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7012, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.4748 2021-06-23 13:09:18,325 - mmaction - INFO - Epoch [97][1580/1879] lr: 7.164e-02, eta: 4 days, 1:29:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4273, top5_acc: 0.6754, loss_cls: 2.5423, loss: 2.5423, grad_norm: 2.4814 2021-06-23 13:10:03,109 - mmaction - INFO - Epoch [97][1600/1879] lr: 7.164e-02, eta: 4 days, 1:29:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.3672 2021-06-23 13:10:47,789 - mmaction - INFO - Epoch [97][1620/1879] lr: 7.164e-02, eta: 4 days, 1:28:24, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6961, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.4417 2021-06-23 13:11:32,485 - mmaction - INFO - Epoch [97][1640/1879] lr: 7.164e-02, eta: 4 days, 1:27:39, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.5830 2021-06-23 13:12:17,317 - mmaction - INFO - Epoch [97][1660/1879] lr: 7.164e-02, eta: 4 days, 1:26:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4281, top5_acc: 0.6746, loss_cls: 2.5467, loss: 2.5467, grad_norm: 2.4736 2021-06-23 13:13:02,218 - mmaction - INFO - Epoch [97][1680/1879] lr: 7.164e-02, eta: 4 days, 1:26:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6879, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.4230 2021-06-23 13:13:47,012 - mmaction - INFO - Epoch [97][1700/1879] lr: 7.164e-02, eta: 4 days, 1:25:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7008, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.4141 2021-06-23 13:14:31,771 - mmaction - INFO - Epoch [97][1720/1879] lr: 7.164e-02, eta: 4 days, 1:24:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6840, loss_cls: 2.5034, loss: 2.5034, grad_norm: 2.4303 2021-06-23 13:15:16,536 - mmaction - INFO - Epoch [97][1740/1879] lr: 7.164e-02, eta: 4 days, 1:23:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6937, loss_cls: 2.4281, loss: 2.4281, grad_norm: 2.4059 2021-06-23 13:16:01,308 - mmaction - INFO - Epoch [97][1760/1879] lr: 7.164e-02, eta: 4 days, 1:23:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.7074, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.4040 2021-06-23 13:16:46,129 - mmaction - INFO - Epoch [97][1780/1879] lr: 7.164e-02, eta: 4 days, 1:22:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6848, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.5022 2021-06-23 13:17:30,903 - mmaction - INFO - Epoch [97][1800/1879] lr: 7.164e-02, eta: 4 days, 1:21:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.4638 2021-06-23 13:18:15,649 - mmaction - INFO - Epoch [97][1820/1879] lr: 7.164e-02, eta: 4 days, 1:20:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6824, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.4596 2021-06-23 13:19:00,260 - mmaction - INFO - Epoch [97][1840/1879] lr: 7.164e-02, eta: 4 days, 1:20:08, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6680, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.4296 2021-06-23 13:19:45,004 - mmaction - INFO - Epoch [97][1860/1879] lr: 7.164e-02, eta: 4 days, 1:19:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6871, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.3993 2021-06-23 13:20:27,984 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-06-23 13:21:56,667 - mmaction - INFO - Epoch [98][20/1879] lr: 7.025e-02, eta: 4 days, 1:17:55, time: 4.345, data_time: 2.059, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6820, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.4626 2021-06-23 13:22:41,536 - mmaction - INFO - Epoch [98][40/1879] lr: 7.025e-02, eta: 4 days, 1:17:10, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6871, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.3993 2021-06-23 13:23:26,420 - mmaction - INFO - Epoch [98][60/1879] lr: 7.025e-02, eta: 4 days, 1:16:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7020, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.4440 2021-06-23 13:24:11,364 - mmaction - INFO - Epoch [98][80/1879] lr: 7.025e-02, eta: 4 days, 1:15:40, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6898, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.4818 2021-06-23 13:24:56,445 - mmaction - INFO - Epoch [98][100/1879] lr: 7.025e-02, eta: 4 days, 1:14:55, time: 2.254, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.3847 2021-06-23 13:25:41,286 - mmaction - INFO - Epoch [98][120/1879] lr: 7.025e-02, eta: 4 days, 1:14:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.7082, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.4383 2021-06-23 13:26:26,307 - mmaction - INFO - Epoch [98][140/1879] lr: 7.025e-02, eta: 4 days, 1:13:26, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.6926, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.4621 2021-06-23 13:27:11,176 - mmaction - INFO - Epoch [98][160/1879] lr: 7.025e-02, eta: 4 days, 1:12:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7031, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.3724 2021-06-23 13:27:56,130 - mmaction - INFO - Epoch [98][180/1879] lr: 7.025e-02, eta: 4 days, 1:11:56, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.4401 2021-06-23 13:28:40,978 - mmaction - INFO - Epoch [98][200/1879] lr: 7.025e-02, eta: 4 days, 1:11:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6926, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.4351 2021-06-23 13:29:25,972 - mmaction - INFO - Epoch [98][220/1879] lr: 7.025e-02, eta: 4 days, 1:10:26, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7012, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.4126 2021-06-23 13:30:10,977 - mmaction - INFO - Epoch [98][240/1879] lr: 7.025e-02, eta: 4 days, 1:09:41, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6836, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.4514 2021-06-23 13:30:55,817 - mmaction - INFO - Epoch [98][260/1879] lr: 7.025e-02, eta: 4 days, 1:08:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6949, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.4308 2021-06-23 13:31:40,581 - mmaction - INFO - Epoch [98][280/1879] lr: 7.025e-02, eta: 4 days, 1:08:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6949, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.5015 2021-06-23 13:32:25,447 - mmaction - INFO - Epoch [98][300/1879] lr: 7.025e-02, eta: 4 days, 1:07:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.4284 2021-06-23 13:33:10,346 - mmaction - INFO - Epoch [98][320/1879] lr: 7.025e-02, eta: 4 days, 1:06:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7031, loss_cls: 2.3770, loss: 2.3770, grad_norm: 2.4745 2021-06-23 13:33:55,201 - mmaction - INFO - Epoch [98][340/1879] lr: 7.025e-02, eta: 4 days, 1:05:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4289, top5_acc: 0.6895, loss_cls: 2.5080, loss: 2.5080, grad_norm: 2.4385 2021-06-23 13:34:40,073 - mmaction - INFO - Epoch [98][360/1879] lr: 7.025e-02, eta: 4 days, 1:05:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6746, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.4850 2021-06-23 13:35:24,905 - mmaction - INFO - Epoch [98][380/1879] lr: 7.025e-02, eta: 4 days, 1:04:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6879, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.5056 2021-06-23 13:36:09,716 - mmaction - INFO - Epoch [98][400/1879] lr: 7.025e-02, eta: 4 days, 1:03:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6887, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.4326 2021-06-23 13:36:54,631 - mmaction - INFO - Epoch [98][420/1879] lr: 7.025e-02, eta: 4 days, 1:02:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6891, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.5323 2021-06-23 13:37:39,472 - mmaction - INFO - Epoch [98][440/1879] lr: 7.025e-02, eta: 4 days, 1:02:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7012, loss_cls: 2.3539, loss: 2.3539, grad_norm: 2.4678 2021-06-23 13:38:24,352 - mmaction - INFO - Epoch [98][460/1879] lr: 7.025e-02, eta: 4 days, 1:01:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6777, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.5213 2021-06-23 13:39:09,074 - mmaction - INFO - Epoch [98][480/1879] lr: 7.025e-02, eta: 4 days, 1:00:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6910, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.4145 2021-06-23 13:39:54,027 - mmaction - INFO - Epoch [98][500/1879] lr: 7.025e-02, eta: 4 days, 0:59:56, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6867, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.4667 2021-06-23 13:40:38,890 - mmaction - INFO - Epoch [98][520/1879] lr: 7.025e-02, eta: 4 days, 0:59:11, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.4458 2021-06-23 13:41:23,659 - mmaction - INFO - Epoch [98][540/1879] lr: 7.025e-02, eta: 4 days, 0:58:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6941, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.4493 2021-06-23 13:42:08,643 - mmaction - INFO - Epoch [98][560/1879] lr: 7.025e-02, eta: 4 days, 0:57:41, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6977, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.3876 2021-06-23 13:42:53,426 - mmaction - INFO - Epoch [98][580/1879] lr: 7.025e-02, eta: 4 days, 0:56:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7102, loss_cls: 2.3640, loss: 2.3640, grad_norm: 2.6018 2021-06-23 13:43:38,274 - mmaction - INFO - Epoch [98][600/1879] lr: 7.025e-02, eta: 4 days, 0:56:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4277, top5_acc: 0.6836, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.4700 2021-06-23 13:44:23,161 - mmaction - INFO - Epoch [98][620/1879] lr: 7.025e-02, eta: 4 days, 0:55:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6816, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.4218 2021-06-23 13:45:08,030 - mmaction - INFO - Epoch [98][640/1879] lr: 7.025e-02, eta: 4 days, 0:54:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6797, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.4161 2021-06-23 13:45:52,767 - mmaction - INFO - Epoch [98][660/1879] lr: 7.025e-02, eta: 4 days, 0:53:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.6980, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.3824 2021-06-23 13:46:37,516 - mmaction - INFO - Epoch [98][680/1879] lr: 7.025e-02, eta: 4 days, 0:53:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7035, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.4444 2021-06-23 13:47:22,250 - mmaction - INFO - Epoch [98][700/1879] lr: 7.025e-02, eta: 4 days, 0:52:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.7098, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.4392 2021-06-23 13:48:06,990 - mmaction - INFO - Epoch [98][720/1879] lr: 7.025e-02, eta: 4 days, 0:51:41, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6949, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.4288 2021-06-23 13:48:51,826 - mmaction - INFO - Epoch [98][740/1879] lr: 7.025e-02, eta: 4 days, 0:50:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7035, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.4938 2021-06-23 13:49:36,577 - mmaction - INFO - Epoch [98][760/1879] lr: 7.025e-02, eta: 4 days, 0:50:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6945, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.4176 2021-06-23 13:50:21,504 - mmaction - INFO - Epoch [98][780/1879] lr: 7.025e-02, eta: 4 days, 0:49:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.4297 2021-06-23 13:51:06,287 - mmaction - INFO - Epoch [98][800/1879] lr: 7.025e-02, eta: 4 days, 0:48:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6992, loss_cls: 2.4072, loss: 2.4072, grad_norm: 2.4578 2021-06-23 13:51:51,117 - mmaction - INFO - Epoch [98][820/1879] lr: 7.025e-02, eta: 4 days, 0:47:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6926, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.3725 2021-06-23 13:52:35,910 - mmaction - INFO - Epoch [98][840/1879] lr: 7.025e-02, eta: 4 days, 0:47:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6941, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.4971 2021-06-23 13:53:20,695 - mmaction - INFO - Epoch [98][860/1879] lr: 7.025e-02, eta: 4 days, 0:46:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.4804 2021-06-23 13:54:05,471 - mmaction - INFO - Epoch [98][880/1879] lr: 7.025e-02, eta: 4 days, 0:45:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6934, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.4109 2021-06-23 13:54:50,332 - mmaction - INFO - Epoch [98][900/1879] lr: 7.025e-02, eta: 4 days, 0:44:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7102, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.5204 2021-06-23 13:55:35,162 - mmaction - INFO - Epoch [98][920/1879] lr: 7.025e-02, eta: 4 days, 0:44:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7027, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.3956 2021-06-23 13:56:19,813 - mmaction - INFO - Epoch [98][940/1879] lr: 7.025e-02, eta: 4 days, 0:43:26, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6922, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.4492 2021-06-23 13:57:04,616 - mmaction - INFO - Epoch [98][960/1879] lr: 7.025e-02, eta: 4 days, 0:42:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.5686 2021-06-23 13:57:49,310 - mmaction - INFO - Epoch [98][980/1879] lr: 7.025e-02, eta: 4 days, 0:41:56, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6816, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.4462 2021-06-23 13:58:34,016 - mmaction - INFO - Epoch [98][1000/1879] lr: 7.025e-02, eta: 4 days, 0:41:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.4356 2021-06-23 13:59:18,728 - mmaction - INFO - Epoch [98][1020/1879] lr: 7.025e-02, eta: 4 days, 0:40:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6973, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.5124 2021-06-23 14:00:03,630 - mmaction - INFO - Epoch [98][1040/1879] lr: 7.025e-02, eta: 4 days, 0:39:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.4424 2021-06-23 14:00:48,469 - mmaction - INFO - Epoch [98][1060/1879] lr: 7.025e-02, eta: 4 days, 0:38:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.5183 2021-06-23 14:01:33,230 - mmaction - INFO - Epoch [98][1080/1879] lr: 7.025e-02, eta: 4 days, 0:38:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6844, loss_cls: 2.5112, loss: 2.5112, grad_norm: 2.4715 2021-06-23 14:02:18,122 - mmaction - INFO - Epoch [98][1100/1879] lr: 7.025e-02, eta: 4 days, 0:37:25, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6941, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.4858 2021-06-23 14:03:02,883 - mmaction - INFO - Epoch [98][1120/1879] lr: 7.025e-02, eta: 4 days, 0:36:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6930, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.4188 2021-06-23 14:03:47,740 - mmaction - INFO - Epoch [98][1140/1879] lr: 7.025e-02, eta: 4 days, 0:35:55, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6809, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.4317 2021-06-23 14:04:32,610 - mmaction - INFO - Epoch [98][1160/1879] lr: 7.025e-02, eta: 4 days, 0:35:10, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.4578 2021-06-23 14:05:17,524 - mmaction - INFO - Epoch [98][1180/1879] lr: 7.025e-02, eta: 4 days, 0:34:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6961, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.4825 2021-06-23 14:06:02,232 - mmaction - INFO - Epoch [98][1200/1879] lr: 7.025e-02, eta: 4 days, 0:33:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7070, loss_cls: 2.3857, loss: 2.3857, grad_norm: 2.4152 2021-06-23 14:06:47,097 - mmaction - INFO - Epoch [98][1220/1879] lr: 7.025e-02, eta: 4 days, 0:32:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6891, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.4842 2021-06-23 14:07:31,940 - mmaction - INFO - Epoch [98][1240/1879] lr: 7.025e-02, eta: 4 days, 0:32:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6863, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.4535 2021-06-23 14:08:16,738 - mmaction - INFO - Epoch [98][1260/1879] lr: 7.025e-02, eta: 4 days, 0:31:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4246, top5_acc: 0.6801, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.4817 2021-06-23 14:09:01,593 - mmaction - INFO - Epoch [98][1280/1879] lr: 7.025e-02, eta: 4 days, 0:30:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.4036 2021-06-23 14:09:46,474 - mmaction - INFO - Epoch [98][1300/1879] lr: 7.025e-02, eta: 4 days, 0:29:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6930, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.5521 2021-06-23 14:10:31,468 - mmaction - INFO - Epoch [98][1320/1879] lr: 7.025e-02, eta: 4 days, 0:29:10, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6918, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.4662 2021-06-23 14:11:16,282 - mmaction - INFO - Epoch [98][1340/1879] lr: 7.025e-02, eta: 4 days, 0:28:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6879, loss_cls: 2.4640, loss: 2.4640, grad_norm: 2.3872 2021-06-23 14:12:01,181 - mmaction - INFO - Epoch [98][1360/1879] lr: 7.025e-02, eta: 4 days, 0:27:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6992, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.4644 2021-06-23 14:12:45,965 - mmaction - INFO - Epoch [98][1380/1879] lr: 7.025e-02, eta: 4 days, 0:26:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7035, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.4065 2021-06-23 14:13:30,811 - mmaction - INFO - Epoch [98][1400/1879] lr: 7.025e-02, eta: 4 days, 0:26:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6984, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.4277 2021-06-23 14:14:15,568 - mmaction - INFO - Epoch [98][1420/1879] lr: 7.025e-02, eta: 4 days, 0:25:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6777, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.4898 2021-06-23 14:15:00,437 - mmaction - INFO - Epoch [98][1440/1879] lr: 7.025e-02, eta: 4 days, 0:24:40, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6922, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.4304 2021-06-23 14:15:45,301 - mmaction - INFO - Epoch [98][1460/1879] lr: 7.025e-02, eta: 4 days, 0:23:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6840, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.3980 2021-06-23 14:16:30,040 - mmaction - INFO - Epoch [98][1480/1879] lr: 7.025e-02, eta: 4 days, 0:23:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.3887 2021-06-23 14:17:14,742 - mmaction - INFO - Epoch [98][1500/1879] lr: 7.025e-02, eta: 4 days, 0:22:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6801, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.4396 2021-06-23 14:17:59,572 - mmaction - INFO - Epoch [98][1520/1879] lr: 7.025e-02, eta: 4 days, 0:21:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.4144 2021-06-23 14:18:44,481 - mmaction - INFO - Epoch [98][1540/1879] lr: 7.025e-02, eta: 4 days, 0:20:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6883, loss_cls: 2.4817, loss: 2.4817, grad_norm: 2.4333 2021-06-23 14:19:29,249 - mmaction - INFO - Epoch [98][1560/1879] lr: 7.025e-02, eta: 4 days, 0:20:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6957, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.4654 2021-06-23 14:20:14,088 - mmaction - INFO - Epoch [98][1580/1879] lr: 7.025e-02, eta: 4 days, 0:19:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6871, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.3935 2021-06-23 14:20:58,979 - mmaction - INFO - Epoch [98][1600/1879] lr: 7.025e-02, eta: 4 days, 0:18:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6875, loss_cls: 2.4924, loss: 2.4924, grad_norm: 2.4274 2021-06-23 14:21:43,730 - mmaction - INFO - Epoch [98][1620/1879] lr: 7.025e-02, eta: 4 days, 0:17:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7082, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.4123 2021-06-23 14:22:28,542 - mmaction - INFO - Epoch [98][1640/1879] lr: 7.025e-02, eta: 4 days, 0:17:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4234, top5_acc: 0.6855, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.4651 2021-06-23 14:23:13,436 - mmaction - INFO - Epoch [98][1660/1879] lr: 7.025e-02, eta: 4 days, 0:16:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6879, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.4903 2021-06-23 14:23:58,126 - mmaction - INFO - Epoch [98][1680/1879] lr: 7.025e-02, eta: 4 days, 0:15:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4074, top5_acc: 0.6617, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.4884 2021-06-23 14:24:42,912 - mmaction - INFO - Epoch [98][1700/1879] lr: 7.025e-02, eta: 4 days, 0:14:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6840, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.4441 2021-06-23 14:25:27,611 - mmaction - INFO - Epoch [98][1720/1879] lr: 7.025e-02, eta: 4 days, 0:14:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6816, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.4511 2021-06-23 14:26:12,360 - mmaction - INFO - Epoch [98][1740/1879] lr: 7.025e-02, eta: 4 days, 0:13:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.4846 2021-06-23 14:26:57,327 - mmaction - INFO - Epoch [98][1760/1879] lr: 7.025e-02, eta: 4 days, 0:12:40, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7035, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.5004 2021-06-23 14:27:42,274 - mmaction - INFO - Epoch [98][1780/1879] lr: 7.025e-02, eta: 4 days, 0:11:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6926, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.4055 2021-06-23 14:28:27,111 - mmaction - INFO - Epoch [98][1800/1879] lr: 7.025e-02, eta: 4 days, 0:11:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7008, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.4270 2021-06-23 14:29:11,901 - mmaction - INFO - Epoch [98][1820/1879] lr: 7.025e-02, eta: 4 days, 0:10:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6906, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.5337 2021-06-23 14:29:59,193 - mmaction - INFO - Epoch [98][1840/1879] lr: 7.025e-02, eta: 4 days, 0:09:42, time: 2.359, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7133, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.4275 2021-06-23 14:30:43,980 - mmaction - INFO - Epoch [98][1860/1879] lr: 7.025e-02, eta: 4 days, 0:08:57, time: 2.245, data_time: 0.007, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6719, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.4641 2021-06-23 14:31:29,526 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-06-23 14:33:06,055 - mmaction - INFO - Epoch [99][20/1879] lr: 6.887e-02, eta: 4 days, 0:07:37, time: 4.816, data_time: 2.541, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6934, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.4933 2021-06-23 14:33:51,073 - mmaction - INFO - Epoch [99][40/1879] lr: 6.887e-02, eta: 4 days, 0:06:52, time: 2.251, data_time: 0.003, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6895, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.4579 2021-06-23 14:34:36,108 - mmaction - INFO - Epoch [99][60/1879] lr: 6.887e-02, eta: 4 days, 0:06:07, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7102, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.4662 2021-06-23 14:35:20,860 - mmaction - INFO - Epoch [99][80/1879] lr: 6.887e-02, eta: 4 days, 0:05:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.7000, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.5465 2021-06-23 14:36:05,719 - mmaction - INFO - Epoch [99][100/1879] lr: 6.887e-02, eta: 4 days, 0:04:37, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6824, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.4241 2021-06-23 14:36:50,559 - mmaction - INFO - Epoch [99][120/1879] lr: 6.887e-02, eta: 4 days, 0:03:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7059, loss_cls: 2.4101, loss: 2.4101, grad_norm: 2.4286 2021-06-23 14:37:35,397 - mmaction - INFO - Epoch [99][140/1879] lr: 6.887e-02, eta: 4 days, 0:03:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6965, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.4522 2021-06-23 14:38:20,348 - mmaction - INFO - Epoch [99][160/1879] lr: 6.887e-02, eta: 4 days, 0:02:22, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.4154 2021-06-23 14:39:05,335 - mmaction - INFO - Epoch [99][180/1879] lr: 6.887e-02, eta: 4 days, 0:01:37, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6992, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.4442 2021-06-23 14:39:50,282 - mmaction - INFO - Epoch [99][200/1879] lr: 6.887e-02, eta: 4 days, 0:00:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4344, top5_acc: 0.6840, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.4607 2021-06-23 14:40:35,204 - mmaction - INFO - Epoch [99][220/1879] lr: 6.887e-02, eta: 4 days, 0:00:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.4834 2021-06-23 14:41:20,062 - mmaction - INFO - Epoch [99][240/1879] lr: 6.887e-02, eta: 3 days, 23:59:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6984, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.5085 2021-06-23 14:42:04,920 - mmaction - INFO - Epoch [99][260/1879] lr: 6.887e-02, eta: 3 days, 23:58:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6949, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.4587 2021-06-23 14:42:49,736 - mmaction - INFO - Epoch [99][280/1879] lr: 6.887e-02, eta: 3 days, 23:57:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.7027, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.4699 2021-06-23 14:43:34,579 - mmaction - INFO - Epoch [99][300/1879] lr: 6.887e-02, eta: 3 days, 23:57:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6977, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.4663 2021-06-23 14:44:19,435 - mmaction - INFO - Epoch [99][320/1879] lr: 6.887e-02, eta: 3 days, 23:56:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4578, top5_acc: 0.6980, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.4466 2021-06-23 14:45:04,257 - mmaction - INFO - Epoch [99][340/1879] lr: 6.887e-02, eta: 3 days, 23:55:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.7094, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.4773 2021-06-23 14:45:49,086 - mmaction - INFO - Epoch [99][360/1879] lr: 6.887e-02, eta: 3 days, 23:54:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.4103 2021-06-23 14:46:33,816 - mmaction - INFO - Epoch [99][380/1879] lr: 6.887e-02, eta: 3 days, 23:54:07, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4437, top5_acc: 0.7012, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.4864 2021-06-23 14:47:18,549 - mmaction - INFO - Epoch [99][400/1879] lr: 6.887e-02, eta: 3 days, 23:53:22, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6852, loss_cls: 2.4640, loss: 2.4640, grad_norm: 2.4496 2021-06-23 14:48:03,361 - mmaction - INFO - Epoch [99][420/1879] lr: 6.887e-02, eta: 3 days, 23:52:37, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4516, loss: 2.4516, grad_norm: 2.4981 2021-06-23 14:48:48,143 - mmaction - INFO - Epoch [99][440/1879] lr: 6.887e-02, eta: 3 days, 23:51:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6984, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.4611 2021-06-23 14:49:32,879 - mmaction - INFO - Epoch [99][460/1879] lr: 6.887e-02, eta: 3 days, 23:51:07, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6883, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5659 2021-06-23 14:50:17,629 - mmaction - INFO - Epoch [99][480/1879] lr: 6.887e-02, eta: 3 days, 23:50:22, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6781, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.4851 2021-06-23 14:51:02,289 - mmaction - INFO - Epoch [99][500/1879] lr: 6.887e-02, eta: 3 days, 23:49:37, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6934, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.4867 2021-06-23 14:51:47,112 - mmaction - INFO - Epoch [99][520/1879] lr: 6.887e-02, eta: 3 days, 23:48:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4199, top5_acc: 0.6926, loss_cls: 2.4957, loss: 2.4957, grad_norm: 2.5289 2021-06-23 14:52:31,877 - mmaction - INFO - Epoch [99][540/1879] lr: 6.887e-02, eta: 3 days, 23:48:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4660, top5_acc: 0.6992, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.4151 2021-06-23 14:53:16,675 - mmaction - INFO - Epoch [99][560/1879] lr: 6.887e-02, eta: 3 days, 23:47:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.4639 2021-06-23 14:54:01,368 - mmaction - INFO - Epoch [99][580/1879] lr: 6.887e-02, eta: 3 days, 23:46:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.7012, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.5447 2021-06-23 14:54:46,148 - mmaction - INFO - Epoch [99][600/1879] lr: 6.887e-02, eta: 3 days, 23:45:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6934, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.4819 2021-06-23 14:55:30,811 - mmaction - INFO - Epoch [99][620/1879] lr: 6.887e-02, eta: 3 days, 23:45:07, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4207, top5_acc: 0.6758, loss_cls: 2.5016, loss: 2.5016, grad_norm: 2.5043 2021-06-23 14:56:15,748 - mmaction - INFO - Epoch [99][640/1879] lr: 6.887e-02, eta: 3 days, 23:44:22, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6879, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.4429 2021-06-23 14:57:00,560 - mmaction - INFO - Epoch [99][660/1879] lr: 6.887e-02, eta: 3 days, 23:43:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7090, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.4053 2021-06-23 14:57:45,345 - mmaction - INFO - Epoch [99][680/1879] lr: 6.887e-02, eta: 3 days, 23:42:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.4612 2021-06-23 14:58:29,993 - mmaction - INFO - Epoch [99][700/1879] lr: 6.887e-02, eta: 3 days, 23:42:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6934, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.5119 2021-06-23 14:59:14,791 - mmaction - INFO - Epoch [99][720/1879] lr: 6.887e-02, eta: 3 days, 23:41:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6941, loss_cls: 2.5050, loss: 2.5050, grad_norm: 2.5793 2021-06-23 14:59:59,613 - mmaction - INFO - Epoch [99][740/1879] lr: 6.887e-02, eta: 3 days, 23:40:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.7059, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.4439 2021-06-23 15:00:44,478 - mmaction - INFO - Epoch [99][760/1879] lr: 6.887e-02, eta: 3 days, 23:39:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6832, loss_cls: 2.4516, loss: 2.4516, grad_norm: 2.4835 2021-06-23 15:01:29,210 - mmaction - INFO - Epoch [99][780/1879] lr: 6.887e-02, eta: 3 days, 23:39:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6875, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.4858 2021-06-23 15:02:13,982 - mmaction - INFO - Epoch [99][800/1879] lr: 6.887e-02, eta: 3 days, 23:38:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6883, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.4134 2021-06-23 15:02:58,818 - mmaction - INFO - Epoch [99][820/1879] lr: 6.887e-02, eta: 3 days, 23:37:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7059, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.4382 2021-06-23 15:03:43,558 - mmaction - INFO - Epoch [99][840/1879] lr: 6.887e-02, eta: 3 days, 23:36:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6953, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.4479 2021-06-23 15:04:28,333 - mmaction - INFO - Epoch [99][860/1879] lr: 6.887e-02, eta: 3 days, 23:36:06, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.4860, loss: 2.4860, grad_norm: 2.4371 2021-06-23 15:05:13,152 - mmaction - INFO - Epoch [99][880/1879] lr: 6.887e-02, eta: 3 days, 23:35:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.4739, loss: 2.4739, grad_norm: 2.3928 2021-06-23 15:05:57,769 - mmaction - INFO - Epoch [99][900/1879] lr: 6.887e-02, eta: 3 days, 23:34:36, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.6980, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.4217 2021-06-23 15:06:42,628 - mmaction - INFO - Epoch [99][920/1879] lr: 6.887e-02, eta: 3 days, 23:33:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7090, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.4060 2021-06-23 15:07:27,271 - mmaction - INFO - Epoch [99][940/1879] lr: 6.887e-02, eta: 3 days, 23:33:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.7066, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.4701 2021-06-23 15:08:11,902 - mmaction - INFO - Epoch [99][960/1879] lr: 6.887e-02, eta: 3 days, 23:32:21, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6922, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.3785 2021-06-23 15:08:56,746 - mmaction - INFO - Epoch [99][980/1879] lr: 6.887e-02, eta: 3 days, 23:31:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7012, loss_cls: 2.4281, loss: 2.4281, grad_norm: 2.4686 2021-06-23 15:09:41,510 - mmaction - INFO - Epoch [99][1000/1879] lr: 6.887e-02, eta: 3 days, 23:30:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.7078, loss_cls: 2.4288, loss: 2.4288, grad_norm: 2.5378 2021-06-23 15:10:26,428 - mmaction - INFO - Epoch [99][1020/1879] lr: 6.887e-02, eta: 3 days, 23:30:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6918, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.4629 2021-06-23 15:11:11,264 - mmaction - INFO - Epoch [99][1040/1879] lr: 6.887e-02, eta: 3 days, 23:29:21, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4574, top5_acc: 0.6973, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.4612 2021-06-23 15:11:55,985 - mmaction - INFO - Epoch [99][1060/1879] lr: 6.887e-02, eta: 3 days, 23:28:36, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6855, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.5100 2021-06-23 15:12:40,802 - mmaction - INFO - Epoch [99][1080/1879] lr: 6.887e-02, eta: 3 days, 23:27:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.4027 2021-06-23 15:13:25,507 - mmaction - INFO - Epoch [99][1100/1879] lr: 6.887e-02, eta: 3 days, 23:27:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4223, top5_acc: 0.6906, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.5306 2021-06-23 15:14:10,289 - mmaction - INFO - Epoch [99][1120/1879] lr: 6.887e-02, eta: 3 days, 23:26:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6883, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.4353 2021-06-23 15:14:55,103 - mmaction - INFO - Epoch [99][1140/1879] lr: 6.887e-02, eta: 3 days, 23:25:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.4176 2021-06-23 15:15:39,927 - mmaction - INFO - Epoch [99][1160/1879] lr: 6.887e-02, eta: 3 days, 23:24:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7004, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.4514 2021-06-23 15:16:24,741 - mmaction - INFO - Epoch [99][1180/1879] lr: 6.887e-02, eta: 3 days, 23:24:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6914, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.4658 2021-06-23 15:17:09,534 - mmaction - INFO - Epoch [99][1200/1879] lr: 6.887e-02, eta: 3 days, 23:23:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6961, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.4468 2021-06-23 15:17:54,388 - mmaction - INFO - Epoch [99][1220/1879] lr: 6.887e-02, eta: 3 days, 23:22:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.4889 2021-06-23 15:18:39,325 - mmaction - INFO - Epoch [99][1240/1879] lr: 6.887e-02, eta: 3 days, 23:21:50, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6980, loss_cls: 2.4173, loss: 2.4173, grad_norm: 2.4520 2021-06-23 15:19:24,271 - mmaction - INFO - Epoch [99][1260/1879] lr: 6.887e-02, eta: 3 days, 23:21:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.7016, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.5172 2021-06-23 15:20:09,016 - mmaction - INFO - Epoch [99][1280/1879] lr: 6.887e-02, eta: 3 days, 23:20:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6934, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.5121 2021-06-23 15:20:53,800 - mmaction - INFO - Epoch [99][1300/1879] lr: 6.887e-02, eta: 3 days, 23:19:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4203, top5_acc: 0.6930, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.5070 2021-06-23 15:21:38,612 - mmaction - INFO - Epoch [99][1320/1879] lr: 6.887e-02, eta: 3 days, 23:18:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6891, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.4414 2021-06-23 15:22:23,469 - mmaction - INFO - Epoch [99][1340/1879] lr: 6.887e-02, eta: 3 days, 23:18:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6930, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.4141 2021-06-23 15:23:08,239 - mmaction - INFO - Epoch [99][1360/1879] lr: 6.887e-02, eta: 3 days, 23:17:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6945, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.4285 2021-06-23 15:23:53,055 - mmaction - INFO - Epoch [99][1380/1879] lr: 6.887e-02, eta: 3 days, 23:16:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6973, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.5020 2021-06-23 15:24:37,853 - mmaction - INFO - Epoch [99][1400/1879] lr: 6.887e-02, eta: 3 days, 23:15:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6941, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.4763 2021-06-23 15:25:22,713 - mmaction - INFO - Epoch [99][1420/1879] lr: 6.887e-02, eta: 3 days, 23:15:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.4526 2021-06-23 15:26:07,524 - mmaction - INFO - Epoch [99][1440/1879] lr: 6.887e-02, eta: 3 days, 23:14:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6867, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.5015 2021-06-23 15:26:52,225 - mmaction - INFO - Epoch [99][1460/1879] lr: 6.887e-02, eta: 3 days, 23:13:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6914, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.4492 2021-06-23 15:27:37,008 - mmaction - INFO - Epoch [99][1480/1879] lr: 6.887e-02, eta: 3 days, 23:12:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4616, loss: 2.4616, grad_norm: 2.4944 2021-06-23 15:28:21,736 - mmaction - INFO - Epoch [99][1500/1879] lr: 6.887e-02, eta: 3 days, 23:12:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.5170 2021-06-23 15:29:06,504 - mmaction - INFO - Epoch [99][1520/1879] lr: 6.887e-02, eta: 3 days, 23:11:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6863, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.4869 2021-06-23 15:29:51,166 - mmaction - INFO - Epoch [99][1540/1879] lr: 6.887e-02, eta: 3 days, 23:10:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6977, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.5880 2021-06-23 15:30:35,900 - mmaction - INFO - Epoch [99][1560/1879] lr: 6.887e-02, eta: 3 days, 23:09:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6926, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.5412 2021-06-23 15:31:20,739 - mmaction - INFO - Epoch [99][1580/1879] lr: 6.887e-02, eta: 3 days, 23:09:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.5429 2021-06-23 15:32:05,493 - mmaction - INFO - Epoch [99][1600/1879] lr: 6.887e-02, eta: 3 days, 23:08:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6949, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.4866 2021-06-23 15:32:50,237 - mmaction - INFO - Epoch [99][1620/1879] lr: 6.887e-02, eta: 3 days, 23:07:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6855, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.4817 2021-06-23 15:33:35,133 - mmaction - INFO - Epoch [99][1640/1879] lr: 6.887e-02, eta: 3 days, 23:06:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6953, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.4099 2021-06-23 15:34:20,115 - mmaction - INFO - Epoch [99][1660/1879] lr: 6.887e-02, eta: 3 days, 23:06:05, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.6996, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.4878 2021-06-23 15:35:04,830 - mmaction - INFO - Epoch [99][1680/1879] lr: 6.887e-02, eta: 3 days, 23:05:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6863, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.4067 2021-06-23 15:35:49,733 - mmaction - INFO - Epoch [99][1700/1879] lr: 6.887e-02, eta: 3 days, 23:04:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.4801 2021-06-23 15:36:34,451 - mmaction - INFO - Epoch [99][1720/1879] lr: 6.887e-02, eta: 3 days, 23:03:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6742, loss_cls: 2.5312, loss: 2.5312, grad_norm: 2.5689 2021-06-23 15:37:19,241 - mmaction - INFO - Epoch [99][1740/1879] lr: 6.887e-02, eta: 3 days, 23:03:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.4988 2021-06-23 15:38:03,984 - mmaction - INFO - Epoch [99][1760/1879] lr: 6.887e-02, eta: 3 days, 23:02:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.4748 2021-06-23 15:38:48,746 - mmaction - INFO - Epoch [99][1780/1879] lr: 6.887e-02, eta: 3 days, 23:01:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6922, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.4181 2021-06-23 15:39:33,651 - mmaction - INFO - Epoch [99][1800/1879] lr: 6.887e-02, eta: 3 days, 23:00:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6754, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.4736 2021-06-23 15:40:18,432 - mmaction - INFO - Epoch [99][1820/1879] lr: 6.887e-02, eta: 3 days, 23:00:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.5147 2021-06-23 15:41:03,215 - mmaction - INFO - Epoch [99][1840/1879] lr: 6.887e-02, eta: 3 days, 22:59:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6980, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.4658 2021-06-23 15:41:48,003 - mmaction - INFO - Epoch [99][1860/1879] lr: 6.887e-02, eta: 3 days, 22:58:34, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6949, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.5189 2021-06-23 15:42:31,017 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-06-23 15:44:02,984 - mmaction - INFO - Epoch [100][20/1879] lr: 6.749e-02, eta: 3 days, 22:57:10, time: 4.577, data_time: 2.332, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6953, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.5165 2021-06-23 15:44:47,858 - mmaction - INFO - Epoch [100][40/1879] lr: 6.749e-02, eta: 3 days, 22:56:25, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7082, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.5082 2021-06-23 15:45:32,728 - mmaction - INFO - Epoch [100][60/1879] lr: 6.749e-02, eta: 3 days, 22:55:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.6949, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.4790 2021-06-23 15:46:17,687 - mmaction - INFO - Epoch [100][80/1879] lr: 6.749e-02, eta: 3 days, 22:54:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6949, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.4168 2021-06-23 15:47:02,660 - mmaction - INFO - Epoch [100][100/1879] lr: 6.749e-02, eta: 3 days, 22:54:10, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.5179 2021-06-23 15:47:47,525 - mmaction - INFO - Epoch [100][120/1879] lr: 6.749e-02, eta: 3 days, 22:53:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7059, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.4229 2021-06-23 15:48:32,444 - mmaction - INFO - Epoch [100][140/1879] lr: 6.749e-02, eta: 3 days, 22:52:40, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6895, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.4082 2021-06-23 15:49:17,289 - mmaction - INFO - Epoch [100][160/1879] lr: 6.749e-02, eta: 3 days, 22:51:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6973, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.4593 2021-06-23 15:50:02,206 - mmaction - INFO - Epoch [100][180/1879] lr: 6.749e-02, eta: 3 days, 22:51:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3721, loss: 2.3721, grad_norm: 2.4611 2021-06-23 15:50:47,145 - mmaction - INFO - Epoch [100][200/1879] lr: 6.749e-02, eta: 3 days, 22:50:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7102, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.4999 2021-06-23 15:51:32,193 - mmaction - INFO - Epoch [100][220/1879] lr: 6.749e-02, eta: 3 days, 22:49:41, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7145, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.4536 2021-06-23 15:52:17,015 - mmaction - INFO - Epoch [100][240/1879] lr: 6.749e-02, eta: 3 days, 22:48:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6918, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.4712 2021-06-23 15:53:01,972 - mmaction - INFO - Epoch [100][260/1879] lr: 6.749e-02, eta: 3 days, 22:48:11, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7012, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.4685 2021-06-23 15:53:46,752 - mmaction - INFO - Epoch [100][280/1879] lr: 6.749e-02, eta: 3 days, 22:47:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7012, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.4666 2021-06-23 15:54:31,657 - mmaction - INFO - Epoch [100][300/1879] lr: 6.749e-02, eta: 3 days, 22:46:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6879, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.5152 2021-06-23 15:55:16,642 - mmaction - INFO - Epoch [100][320/1879] lr: 6.749e-02, eta: 3 days, 22:45:56, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7152, loss_cls: 2.4080, loss: 2.4080, grad_norm: 2.4722 2021-06-23 15:56:01,614 - mmaction - INFO - Epoch [100][340/1879] lr: 6.749e-02, eta: 3 days, 22:45:11, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7160, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.4458 2021-06-23 15:56:46,428 - mmaction - INFO - Epoch [100][360/1879] lr: 6.749e-02, eta: 3 days, 22:44:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.4771 2021-06-23 15:57:31,347 - mmaction - INFO - Epoch [100][380/1879] lr: 6.749e-02, eta: 3 days, 22:43:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.5079 2021-06-23 15:58:16,111 - mmaction - INFO - Epoch [100][400/1879] lr: 6.749e-02, eta: 3 days, 22:42:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7039, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.4495 2021-06-23 15:59:01,078 - mmaction - INFO - Epoch [100][420/1879] lr: 6.749e-02, eta: 3 days, 22:42:11, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.5338 2021-06-23 15:59:45,896 - mmaction - INFO - Epoch [100][440/1879] lr: 6.749e-02, eta: 3 days, 22:41:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6926, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.5347 2021-06-23 16:00:30,854 - mmaction - INFO - Epoch [100][460/1879] lr: 6.749e-02, eta: 3 days, 22:40:41, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4575, loss: 2.4575, grad_norm: 2.4632 2021-06-23 16:01:15,697 - mmaction - INFO - Epoch [100][480/1879] lr: 6.749e-02, eta: 3 days, 22:39:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.7059, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.5132 2021-06-23 16:02:00,530 - mmaction - INFO - Epoch [100][500/1879] lr: 6.749e-02, eta: 3 days, 22:39:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6949, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.4961 2021-06-23 16:02:45,357 - mmaction - INFO - Epoch [100][520/1879] lr: 6.749e-02, eta: 3 days, 22:38:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6910, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.4729 2021-06-23 16:03:30,161 - mmaction - INFO - Epoch [100][540/1879] lr: 6.749e-02, eta: 3 days, 22:37:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7059, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.4571 2021-06-23 16:04:14,964 - mmaction - INFO - Epoch [100][560/1879] lr: 6.749e-02, eta: 3 days, 22:36:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6992, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.4756 2021-06-23 16:04:59,808 - mmaction - INFO - Epoch [100][580/1879] lr: 6.749e-02, eta: 3 days, 22:36:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7066, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.4422 2021-06-23 16:05:44,601 - mmaction - INFO - Epoch [100][600/1879] lr: 6.749e-02, eta: 3 days, 22:35:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6941, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.5423 2021-06-23 16:06:29,492 - mmaction - INFO - Epoch [100][620/1879] lr: 6.749e-02, eta: 3 days, 22:34:41, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.4175, loss: 2.4175, grad_norm: 2.4863 2021-06-23 16:07:14,250 - mmaction - INFO - Epoch [100][640/1879] lr: 6.749e-02, eta: 3 days, 22:33:56, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6926, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.6049 2021-06-23 16:07:59,020 - mmaction - INFO - Epoch [100][660/1879] lr: 6.749e-02, eta: 3 days, 22:33:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.5456 2021-06-23 16:08:43,748 - mmaction - INFO - Epoch [100][680/1879] lr: 6.749e-02, eta: 3 days, 22:32:26, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6840, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.4990 2021-06-23 16:09:28,743 - mmaction - INFO - Epoch [100][700/1879] lr: 6.749e-02, eta: 3 days, 22:31:41, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4539, top5_acc: 0.6918, loss_cls: 2.4616, loss: 2.4616, grad_norm: 2.4441 2021-06-23 16:10:13,595 - mmaction - INFO - Epoch [100][720/1879] lr: 6.749e-02, eta: 3 days, 22:30:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.5205 2021-06-23 16:10:58,457 - mmaction - INFO - Epoch [100][740/1879] lr: 6.749e-02, eta: 3 days, 22:30:11, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7004, loss_cls: 2.4089, loss: 2.4089, grad_norm: 2.4797 2021-06-23 16:11:43,299 - mmaction - INFO - Epoch [100][760/1879] lr: 6.749e-02, eta: 3 days, 22:29:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6926, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.4570 2021-06-23 16:12:28,069 - mmaction - INFO - Epoch [100][780/1879] lr: 6.749e-02, eta: 3 days, 22:28:41, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6813, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.4782 2021-06-23 16:13:12,862 - mmaction - INFO - Epoch [100][800/1879] lr: 6.749e-02, eta: 3 days, 22:27:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6789, loss_cls: 2.4962, loss: 2.4962, grad_norm: 2.5106 2021-06-23 16:13:57,610 - mmaction - INFO - Epoch [100][820/1879] lr: 6.749e-02, eta: 3 days, 22:27:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6906, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.5136 2021-06-23 16:14:42,414 - mmaction - INFO - Epoch [100][840/1879] lr: 6.749e-02, eta: 3 days, 22:26:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6973, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.4837 2021-06-23 16:15:27,186 - mmaction - INFO - Epoch [100][860/1879] lr: 6.749e-02, eta: 3 days, 22:25:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4621, top5_acc: 0.6937, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.4400 2021-06-23 16:16:11,957 - mmaction - INFO - Epoch [100][880/1879] lr: 6.749e-02, eta: 3 days, 22:24:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7012, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.5264 2021-06-23 16:16:56,786 - mmaction - INFO - Epoch [100][900/1879] lr: 6.749e-02, eta: 3 days, 22:24:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6926, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.5151 2021-06-23 16:17:41,555 - mmaction - INFO - Epoch [100][920/1879] lr: 6.749e-02, eta: 3 days, 22:23:26, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4566, top5_acc: 0.6949, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.5086 2021-06-23 16:18:26,436 - mmaction - INFO - Epoch [100][940/1879] lr: 6.749e-02, eta: 3 days, 22:22:41, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.4363, loss: 2.4363, grad_norm: 2.5046 2021-06-23 16:19:11,181 - mmaction - INFO - Epoch [100][960/1879] lr: 6.749e-02, eta: 3 days, 22:21:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.5543 2021-06-23 16:19:56,036 - mmaction - INFO - Epoch [100][980/1879] lr: 6.749e-02, eta: 3 days, 22:21:11, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6848, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5695 2021-06-23 16:20:40,890 - mmaction - INFO - Epoch [100][1000/1879] lr: 6.749e-02, eta: 3 days, 22:20:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6898, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.4719 2021-06-23 16:21:25,702 - mmaction - INFO - Epoch [100][1020/1879] lr: 6.749e-02, eta: 3 days, 22:19:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4164, loss: 2.4164, grad_norm: 2.5198 2021-06-23 16:22:10,653 - mmaction - INFO - Epoch [100][1040/1879] lr: 6.749e-02, eta: 3 days, 22:18:56, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7086, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.5461 2021-06-23 16:22:55,578 - mmaction - INFO - Epoch [100][1060/1879] lr: 6.749e-02, eta: 3 days, 22:18:11, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7074, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.4907 2021-06-23 16:23:40,327 - mmaction - INFO - Epoch [100][1080/1879] lr: 6.749e-02, eta: 3 days, 22:17:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7027, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.5271 2021-06-23 16:24:25,219 - mmaction - INFO - Epoch [100][1100/1879] lr: 6.749e-02, eta: 3 days, 22:16:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4164, top5_acc: 0.6844, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.4929 2021-06-23 16:25:09,936 - mmaction - INFO - Epoch [100][1120/1879] lr: 6.749e-02, eta: 3 days, 22:15:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.4988, loss: 2.4988, grad_norm: 2.5282 2021-06-23 16:25:54,764 - mmaction - INFO - Epoch [100][1140/1879] lr: 6.749e-02, eta: 3 days, 22:15:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6855, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.6384 2021-06-23 16:26:39,670 - mmaction - INFO - Epoch [100][1160/1879] lr: 6.749e-02, eta: 3 days, 22:14:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.6824, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.5402 2021-06-23 16:27:24,531 - mmaction - INFO - Epoch [100][1180/1879] lr: 6.749e-02, eta: 3 days, 22:13:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6852, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.4731 2021-06-23 16:28:09,552 - mmaction - INFO - Epoch [100][1200/1879] lr: 6.749e-02, eta: 3 days, 22:12:56, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6910, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.4317 2021-06-23 16:28:54,392 - mmaction - INFO - Epoch [100][1220/1879] lr: 6.749e-02, eta: 3 days, 22:12:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6816, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.4880 2021-06-23 16:29:39,230 - mmaction - INFO - Epoch [100][1240/1879] lr: 6.749e-02, eta: 3 days, 22:11:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7027, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.4376 2021-06-23 16:30:24,005 - mmaction - INFO - Epoch [100][1260/1879] lr: 6.749e-02, eta: 3 days, 22:10:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6977, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.4590 2021-06-23 16:31:08,778 - mmaction - INFO - Epoch [100][1280/1879] lr: 6.749e-02, eta: 3 days, 22:09:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.7000, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.4770 2021-06-23 16:31:53,595 - mmaction - INFO - Epoch [100][1300/1879] lr: 6.749e-02, eta: 3 days, 22:09:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7090, loss_cls: 2.3924, loss: 2.3924, grad_norm: 2.5139 2021-06-23 16:32:38,193 - mmaction - INFO - Epoch [100][1320/1879] lr: 6.749e-02, eta: 3 days, 22:08:26, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6937, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.5424 2021-06-23 16:33:23,101 - mmaction - INFO - Epoch [100][1340/1879] lr: 6.749e-02, eta: 3 days, 22:07:41, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4250, top5_acc: 0.6773, loss_cls: 2.5486, loss: 2.5486, grad_norm: 2.7238 2021-06-23 16:34:08,000 - mmaction - INFO - Epoch [100][1360/1879] lr: 6.749e-02, eta: 3 days, 22:06:56, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4582, top5_acc: 0.6930, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.5667 2021-06-23 16:34:52,791 - mmaction - INFO - Epoch [100][1380/1879] lr: 6.749e-02, eta: 3 days, 22:06:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7020, loss_cls: 2.4217, loss: 2.4217, grad_norm: 2.5613 2021-06-23 16:35:37,651 - mmaction - INFO - Epoch [100][1400/1879] lr: 6.749e-02, eta: 3 days, 22:05:26, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4469, top5_acc: 0.7004, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.5486 2021-06-23 16:36:22,505 - mmaction - INFO - Epoch [100][1420/1879] lr: 6.749e-02, eta: 3 days, 22:04:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6832, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.4326 2021-06-23 16:37:07,414 - mmaction - INFO - Epoch [100][1440/1879] lr: 6.749e-02, eta: 3 days, 22:03:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6770, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.4808 2021-06-23 16:37:52,189 - mmaction - INFO - Epoch [100][1460/1879] lr: 6.749e-02, eta: 3 days, 22:03:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6977, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.4683 2021-06-23 16:38:37,137 - mmaction - INFO - Epoch [100][1480/1879] lr: 6.749e-02, eta: 3 days, 22:02:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6914, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.5086 2021-06-23 16:39:22,138 - mmaction - INFO - Epoch [100][1500/1879] lr: 6.749e-02, eta: 3 days, 22:01:41, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6945, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.4249 2021-06-23 16:40:07,078 - mmaction - INFO - Epoch [100][1520/1879] lr: 6.749e-02, eta: 3 days, 22:00:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6895, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.5105 2021-06-23 16:40:51,851 - mmaction - INFO - Epoch [100][1540/1879] lr: 6.749e-02, eta: 3 days, 22:00:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6902, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.4542 2021-06-23 16:41:36,620 - mmaction - INFO - Epoch [100][1560/1879] lr: 6.749e-02, eta: 3 days, 21:59:26, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.5152 2021-06-23 16:42:21,515 - mmaction - INFO - Epoch [100][1580/1879] lr: 6.749e-02, eta: 3 days, 21:58:41, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7016, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.5180 2021-06-23 16:43:06,251 - mmaction - INFO - Epoch [100][1600/1879] lr: 6.749e-02, eta: 3 days, 21:57:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6824, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.5367 2021-06-23 16:43:51,238 - mmaction - INFO - Epoch [100][1620/1879] lr: 6.749e-02, eta: 3 days, 21:57:12, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6883, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.4829 2021-06-23 16:44:36,124 - mmaction - INFO - Epoch [100][1640/1879] lr: 6.749e-02, eta: 3 days, 21:56:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.5034 2021-06-23 16:45:20,979 - mmaction - INFO - Epoch [100][1660/1879] lr: 6.749e-02, eta: 3 days, 21:55:42, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7020, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.4882 2021-06-23 16:46:05,871 - mmaction - INFO - Epoch [100][1680/1879] lr: 6.749e-02, eta: 3 days, 21:54:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6898, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.4584 2021-06-23 16:46:50,745 - mmaction - INFO - Epoch [100][1700/1879] lr: 6.749e-02, eta: 3 days, 21:54:12, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6895, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.4694 2021-06-23 16:47:35,481 - mmaction - INFO - Epoch [100][1720/1879] lr: 6.749e-02, eta: 3 days, 21:53:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6977, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.4399 2021-06-23 16:48:20,228 - mmaction - INFO - Epoch [100][1740/1879] lr: 6.749e-02, eta: 3 days, 21:52:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6965, loss_cls: 2.4752, loss: 2.4752, grad_norm: 2.5248 2021-06-23 16:49:05,120 - mmaction - INFO - Epoch [100][1760/1879] lr: 6.749e-02, eta: 3 days, 21:51:57, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6836, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.5478 2021-06-23 16:49:49,931 - mmaction - INFO - Epoch [100][1780/1879] lr: 6.749e-02, eta: 3 days, 21:51:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6941, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.5385 2021-06-23 16:50:34,774 - mmaction - INFO - Epoch [100][1800/1879] lr: 6.749e-02, eta: 3 days, 21:50:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6937, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.5284 2021-06-23 16:51:19,574 - mmaction - INFO - Epoch [100][1820/1879] lr: 6.749e-02, eta: 3 days, 21:49:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6793, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.5319 2021-06-23 16:52:04,394 - mmaction - INFO - Epoch [100][1840/1879] lr: 6.749e-02, eta: 3 days, 21:48:57, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.3939 2021-06-23 16:52:49,232 - mmaction - INFO - Epoch [100][1860/1879] lr: 6.749e-02, eta: 3 days, 21:48:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.5494 2021-06-23 16:53:32,184 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-06-23 16:55:04,160 - mmaction - INFO - Epoch [101][20/1879] lr: 6.611e-02, eta: 3 days, 21:46:47, time: 4.572, data_time: 2.322, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.3640, loss: 2.3640, grad_norm: 2.4977 2021-06-23 16:55:49,051 - mmaction - INFO - Epoch [101][40/1879] lr: 6.611e-02, eta: 3 days, 21:46:02, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6992, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.4628 2021-06-23 16:56:33,985 - mmaction - INFO - Epoch [101][60/1879] lr: 6.611e-02, eta: 3 days, 21:45:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7090, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.4931 2021-06-23 16:57:18,891 - mmaction - INFO - Epoch [101][80/1879] lr: 6.611e-02, eta: 3 days, 21:44:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6973, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.5461 2021-06-23 16:58:03,815 - mmaction - INFO - Epoch [101][100/1879] lr: 6.611e-02, eta: 3 days, 21:43:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.5442 2021-06-23 16:58:48,694 - mmaction - INFO - Epoch [101][120/1879] lr: 6.611e-02, eta: 3 days, 21:43:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6965, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.4771 2021-06-23 16:59:33,668 - mmaction - INFO - Epoch [101][140/1879] lr: 6.611e-02, eta: 3 days, 21:42:17, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7035, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.4603 2021-06-23 17:00:18,667 - mmaction - INFO - Epoch [101][160/1879] lr: 6.611e-02, eta: 3 days, 21:41:33, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.5303 2021-06-23 17:01:03,626 - mmaction - INFO - Epoch [101][180/1879] lr: 6.611e-02, eta: 3 days, 21:40:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.5385 2021-06-23 17:01:48,529 - mmaction - INFO - Epoch [101][200/1879] lr: 6.611e-02, eta: 3 days, 21:40:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.7105, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.5038 2021-06-23 17:02:33,557 - mmaction - INFO - Epoch [101][220/1879] lr: 6.611e-02, eta: 3 days, 21:39:18, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.4859 2021-06-23 17:03:18,428 - mmaction - INFO - Epoch [101][240/1879] lr: 6.611e-02, eta: 3 days, 21:38:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7012, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.4676 2021-06-23 17:04:03,321 - mmaction - INFO - Epoch [101][260/1879] lr: 6.611e-02, eta: 3 days, 21:37:48, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4623, loss: 2.4623, grad_norm: 2.5377 2021-06-23 17:04:48,176 - mmaction - INFO - Epoch [101][280/1879] lr: 6.611e-02, eta: 3 days, 21:37:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7105, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.5043 2021-06-23 17:05:32,955 - mmaction - INFO - Epoch [101][300/1879] lr: 6.611e-02, eta: 3 days, 21:36:18, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4672, top5_acc: 0.6973, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.4634 2021-06-23 17:06:17,858 - mmaction - INFO - Epoch [101][320/1879] lr: 6.611e-02, eta: 3 days, 21:35:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7027, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.5037 2021-06-23 17:07:02,627 - mmaction - INFO - Epoch [101][340/1879] lr: 6.611e-02, eta: 3 days, 21:34:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.6965, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.5376 2021-06-23 17:07:47,419 - mmaction - INFO - Epoch [101][360/1879] lr: 6.611e-02, eta: 3 days, 21:34:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6887, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.5479 2021-06-23 17:08:32,289 - mmaction - INFO - Epoch [101][380/1879] lr: 6.611e-02, eta: 3 days, 21:33:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7051, loss_cls: 2.3721, loss: 2.3721, grad_norm: 2.4415 2021-06-23 17:09:17,011 - mmaction - INFO - Epoch [101][400/1879] lr: 6.611e-02, eta: 3 days, 21:32:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6941, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.5293 2021-06-23 17:10:01,834 - mmaction - INFO - Epoch [101][420/1879] lr: 6.611e-02, eta: 3 days, 21:31:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7027, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.3873 2021-06-23 17:10:46,850 - mmaction - INFO - Epoch [101][440/1879] lr: 6.611e-02, eta: 3 days, 21:31:03, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7012, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.4902 2021-06-23 17:11:31,797 - mmaction - INFO - Epoch [101][460/1879] lr: 6.611e-02, eta: 3 days, 21:30:18, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6898, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.4855 2021-06-23 17:12:16,634 - mmaction - INFO - Epoch [101][480/1879] lr: 6.611e-02, eta: 3 days, 21:29:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.4821 2021-06-23 17:13:01,426 - mmaction - INFO - Epoch [101][500/1879] lr: 6.611e-02, eta: 3 days, 21:28:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7082, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.5076 2021-06-23 17:13:46,289 - mmaction - INFO - Epoch [101][520/1879] lr: 6.611e-02, eta: 3 days, 21:28:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7070, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.4604 2021-06-23 17:14:31,162 - mmaction - INFO - Epoch [101][540/1879] lr: 6.611e-02, eta: 3 days, 21:27:18, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7074, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.4374 2021-06-23 17:15:16,115 - mmaction - INFO - Epoch [101][560/1879] lr: 6.611e-02, eta: 3 days, 21:26:33, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7051, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.5308 2021-06-23 17:16:01,027 - mmaction - INFO - Epoch [101][580/1879] lr: 6.611e-02, eta: 3 days, 21:25:48, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6910, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.7591 2021-06-23 17:16:45,802 - mmaction - INFO - Epoch [101][600/1879] lr: 6.611e-02, eta: 3 days, 21:25:03, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.5424 2021-06-23 17:17:30,665 - mmaction - INFO - Epoch [101][620/1879] lr: 6.611e-02, eta: 3 days, 21:24:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4332, top5_acc: 0.6871, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.5188 2021-06-23 17:18:15,469 - mmaction - INFO - Epoch [101][640/1879] lr: 6.611e-02, eta: 3 days, 21:23:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6937, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.4839 2021-06-23 17:19:00,390 - mmaction - INFO - Epoch [101][660/1879] lr: 6.611e-02, eta: 3 days, 21:22:48, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.4920 2021-06-23 17:19:45,303 - mmaction - INFO - Epoch [101][680/1879] lr: 6.611e-02, eta: 3 days, 21:22:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6922, loss_cls: 2.4429, loss: 2.4429, grad_norm: 2.5135 2021-06-23 17:20:30,108 - mmaction - INFO - Epoch [101][700/1879] lr: 6.611e-02, eta: 3 days, 21:21:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6898, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.4229 2021-06-23 17:21:14,918 - mmaction - INFO - Epoch [101][720/1879] lr: 6.611e-02, eta: 3 days, 21:20:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6953, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.4505 2021-06-23 17:21:59,718 - mmaction - INFO - Epoch [101][740/1879] lr: 6.611e-02, eta: 3 days, 21:19:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7027, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.4745 2021-06-23 17:22:44,608 - mmaction - INFO - Epoch [101][760/1879] lr: 6.611e-02, eta: 3 days, 21:19:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6879, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.4804 2021-06-23 17:23:29,335 - mmaction - INFO - Epoch [101][780/1879] lr: 6.611e-02, eta: 3 days, 21:18:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6941, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.4036 2021-06-23 17:24:14,181 - mmaction - INFO - Epoch [101][800/1879] lr: 6.611e-02, eta: 3 days, 21:17:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6918, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.5025 2021-06-23 17:24:59,082 - mmaction - INFO - Epoch [101][820/1879] lr: 6.611e-02, eta: 3 days, 21:16:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7039, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.5205 2021-06-23 17:25:43,939 - mmaction - INFO - Epoch [101][840/1879] lr: 6.611e-02, eta: 3 days, 21:16:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.7191, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.5261 2021-06-23 17:26:28,634 - mmaction - INFO - Epoch [101][860/1879] lr: 6.611e-02, eta: 3 days, 21:15:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7004, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.5094 2021-06-23 17:27:13,440 - mmaction - INFO - Epoch [101][880/1879] lr: 6.611e-02, eta: 3 days, 21:14:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6848, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.5638 2021-06-23 17:27:58,198 - mmaction - INFO - Epoch [101][900/1879] lr: 6.611e-02, eta: 3 days, 21:13:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.7074, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.5056 2021-06-23 17:28:42,985 - mmaction - INFO - Epoch [101][920/1879] lr: 6.611e-02, eta: 3 days, 21:13:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6883, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.4877 2021-06-23 17:29:27,869 - mmaction - INFO - Epoch [101][940/1879] lr: 6.611e-02, eta: 3 days, 21:12:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7039, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.4964 2021-06-23 17:30:12,716 - mmaction - INFO - Epoch [101][960/1879] lr: 6.611e-02, eta: 3 days, 21:11:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7051, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.5326 2021-06-23 17:30:57,482 - mmaction - INFO - Epoch [101][980/1879] lr: 6.611e-02, eta: 3 days, 21:10:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.4867 2021-06-23 17:31:42,292 - mmaction - INFO - Epoch [101][1000/1879] lr: 6.611e-02, eta: 3 days, 21:10:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6852, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.5061 2021-06-23 17:32:27,030 - mmaction - INFO - Epoch [101][1020/1879] lr: 6.611e-02, eta: 3 days, 21:09:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.4125, loss: 2.4125, grad_norm: 2.5529 2021-06-23 17:33:11,953 - mmaction - INFO - Epoch [101][1040/1879] lr: 6.611e-02, eta: 3 days, 21:08:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4313, top5_acc: 0.6957, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.4496 2021-06-23 17:33:56,653 - mmaction - INFO - Epoch [101][1060/1879] lr: 6.611e-02, eta: 3 days, 21:07:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7043, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.4041 2021-06-23 17:34:41,544 - mmaction - INFO - Epoch [101][1080/1879] lr: 6.611e-02, eta: 3 days, 21:07:03, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7043, loss_cls: 2.4033, loss: 2.4033, grad_norm: 2.5551 2021-06-23 17:35:26,380 - mmaction - INFO - Epoch [101][1100/1879] lr: 6.611e-02, eta: 3 days, 21:06:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6934, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.5011 2021-06-23 17:36:11,251 - mmaction - INFO - Epoch [101][1120/1879] lr: 6.611e-02, eta: 3 days, 21:05:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6957, loss_cls: 2.4722, loss: 2.4722, grad_norm: 2.5132 2021-06-23 17:36:56,033 - mmaction - INFO - Epoch [101][1140/1879] lr: 6.611e-02, eta: 3 days, 21:04:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6949, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.4597 2021-06-23 17:37:40,778 - mmaction - INFO - Epoch [101][1160/1879] lr: 6.611e-02, eta: 3 days, 21:04:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6930, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.5201 2021-06-23 17:38:25,622 - mmaction - INFO - Epoch [101][1180/1879] lr: 6.611e-02, eta: 3 days, 21:03:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7012, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.4917 2021-06-23 17:39:10,414 - mmaction - INFO - Epoch [101][1200/1879] lr: 6.611e-02, eta: 3 days, 21:02:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7000, loss_cls: 2.3910, loss: 2.3910, grad_norm: 2.5133 2021-06-23 17:39:55,249 - mmaction - INFO - Epoch [101][1220/1879] lr: 6.611e-02, eta: 3 days, 21:01:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6957, loss_cls: 2.4273, loss: 2.4273, grad_norm: 2.4814 2021-06-23 17:40:40,097 - mmaction - INFO - Epoch [101][1240/1879] lr: 6.611e-02, eta: 3 days, 21:01:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6965, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.4996 2021-06-23 17:41:24,826 - mmaction - INFO - Epoch [101][1260/1879] lr: 6.611e-02, eta: 3 days, 21:00:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6906, loss_cls: 2.4552, loss: 2.4552, grad_norm: 2.5149 2021-06-23 17:42:09,741 - mmaction - INFO - Epoch [101][1280/1879] lr: 6.611e-02, eta: 3 days, 20:59:33, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6937, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.5303 2021-06-23 17:42:54,524 - mmaction - INFO - Epoch [101][1300/1879] lr: 6.611e-02, eta: 3 days, 20:58:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7027, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.5040 2021-06-23 17:43:39,431 - mmaction - INFO - Epoch [101][1320/1879] lr: 6.611e-02, eta: 3 days, 20:58:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.4883 2021-06-23 17:44:24,041 - mmaction - INFO - Epoch [101][1340/1879] lr: 6.611e-02, eta: 3 days, 20:57:18, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6922, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.5107 2021-06-23 17:45:08,949 - mmaction - INFO - Epoch [101][1360/1879] lr: 6.611e-02, eta: 3 days, 20:56:33, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4418, top5_acc: 0.6918, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.5157 2021-06-23 17:45:53,636 - mmaction - INFO - Epoch [101][1380/1879] lr: 6.611e-02, eta: 3 days, 20:55:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6937, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.4647 2021-06-23 17:46:38,411 - mmaction - INFO - Epoch [101][1400/1879] lr: 6.611e-02, eta: 3 days, 20:55:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.4348 2021-06-23 17:47:23,211 - mmaction - INFO - Epoch [101][1420/1879] lr: 6.611e-02, eta: 3 days, 20:54:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.5350 2021-06-23 17:48:07,996 - mmaction - INFO - Epoch [101][1440/1879] lr: 6.611e-02, eta: 3 days, 20:53:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.6029 2021-06-23 17:48:52,717 - mmaction - INFO - Epoch [101][1460/1879] lr: 6.611e-02, eta: 3 days, 20:52:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.5166 2021-06-23 17:49:37,658 - mmaction - INFO - Epoch [101][1480/1879] lr: 6.611e-02, eta: 3 days, 20:52:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6941, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.5617 2021-06-23 17:50:22,452 - mmaction - INFO - Epoch [101][1500/1879] lr: 6.611e-02, eta: 3 days, 20:51:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.4921 2021-06-23 17:51:07,344 - mmaction - INFO - Epoch [101][1520/1879] lr: 6.611e-02, eta: 3 days, 20:50:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6918, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.5205 2021-06-23 17:51:52,014 - mmaction - INFO - Epoch [101][1540/1879] lr: 6.611e-02, eta: 3 days, 20:49:48, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6902, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.5453 2021-06-23 17:52:36,792 - mmaction - INFO - Epoch [101][1560/1879] lr: 6.611e-02, eta: 3 days, 20:49:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4359, top5_acc: 0.6863, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5274 2021-06-23 17:53:21,582 - mmaction - INFO - Epoch [101][1580/1879] lr: 6.611e-02, eta: 3 days, 20:48:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4324, top5_acc: 0.6820, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.4172 2021-06-23 17:54:06,238 - mmaction - INFO - Epoch [101][1600/1879] lr: 6.611e-02, eta: 3 days, 20:47:33, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6957, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.4958 2021-06-23 17:54:50,933 - mmaction - INFO - Epoch [101][1620/1879] lr: 6.611e-02, eta: 3 days, 20:46:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.5349 2021-06-23 17:55:35,767 - mmaction - INFO - Epoch [101][1640/1879] lr: 6.611e-02, eta: 3 days, 20:46:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.4778 2021-06-23 17:56:20,559 - mmaction - INFO - Epoch [101][1660/1879] lr: 6.611e-02, eta: 3 days, 20:45:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7031, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.4808 2021-06-23 17:57:05,319 - mmaction - INFO - Epoch [101][1680/1879] lr: 6.611e-02, eta: 3 days, 20:44:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4238, top5_acc: 0.6840, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.4913 2021-06-23 17:57:50,044 - mmaction - INFO - Epoch [101][1700/1879] lr: 6.611e-02, eta: 3 days, 20:43:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6934, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.5101 2021-06-23 17:58:34,865 - mmaction - INFO - Epoch [101][1720/1879] lr: 6.611e-02, eta: 3 days, 20:43:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.4405 2021-06-23 17:59:19,658 - mmaction - INFO - Epoch [101][1740/1879] lr: 6.611e-02, eta: 3 days, 20:42:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.7628 2021-06-23 18:00:04,394 - mmaction - INFO - Epoch [101][1760/1879] lr: 6.611e-02, eta: 3 days, 20:41:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.5513 2021-06-23 18:00:49,274 - mmaction - INFO - Epoch [101][1780/1879] lr: 6.611e-02, eta: 3 days, 20:40:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4266, top5_acc: 0.6926, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.5338 2021-06-23 18:01:34,074 - mmaction - INFO - Epoch [101][1800/1879] lr: 6.611e-02, eta: 3 days, 20:40:02, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.5912 2021-06-23 18:02:18,902 - mmaction - INFO - Epoch [101][1820/1879] lr: 6.611e-02, eta: 3 days, 20:39:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4195, top5_acc: 0.6719, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.5684 2021-06-23 18:03:03,670 - mmaction - INFO - Epoch [101][1840/1879] lr: 6.611e-02, eta: 3 days, 20:38:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7004, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.4463 2021-06-23 18:03:48,463 - mmaction - INFO - Epoch [101][1860/1879] lr: 6.611e-02, eta: 3 days, 20:37:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7063, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.4530 2021-06-23 18:04:31,992 - mmaction - INFO - Saving checkpoint at 101 epochs 2021-06-23 18:06:10,123 - mmaction - INFO - Epoch [102][20/1879] lr: 6.474e-02, eta: 3 days, 20:36:27, time: 4.889, data_time: 2.610, memory: 7544, top1_acc: 0.4379, top5_acc: 0.7066, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.5905 2021-06-23 18:06:55,069 - mmaction - INFO - Epoch [102][40/1879] lr: 6.474e-02, eta: 3 days, 20:35:43, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7012, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.5564 2021-06-23 18:07:40,003 - mmaction - INFO - Epoch [102][60/1879] lr: 6.474e-02, eta: 3 days, 20:34:58, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.4763 2021-06-23 18:08:24,791 - mmaction - INFO - Epoch [102][80/1879] lr: 6.474e-02, eta: 3 days, 20:34:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.6996, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.5503 2021-06-23 18:09:09,706 - mmaction - INFO - Epoch [102][100/1879] lr: 6.474e-02, eta: 3 days, 20:33:28, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7184, loss_cls: 2.3498, loss: 2.3498, grad_norm: 2.5283 2021-06-23 18:09:54,605 - mmaction - INFO - Epoch [102][120/1879] lr: 6.474e-02, eta: 3 days, 20:32:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.7016, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.4550 2021-06-23 18:10:39,531 - mmaction - INFO - Epoch [102][140/1879] lr: 6.474e-02, eta: 3 days, 20:31:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.4081, loss: 2.4081, grad_norm: 2.4891 2021-06-23 18:11:24,416 - mmaction - INFO - Epoch [102][160/1879] lr: 6.474e-02, eta: 3 days, 20:31:13, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7133, loss_cls: 2.3571, loss: 2.3571, grad_norm: 2.5137 2021-06-23 18:12:09,417 - mmaction - INFO - Epoch [102][180/1879] lr: 6.474e-02, eta: 3 days, 20:30:28, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7090, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.4967 2021-06-23 18:12:54,249 - mmaction - INFO - Epoch [102][200/1879] lr: 6.474e-02, eta: 3 days, 20:29:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6887, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.4937 2021-06-23 18:13:39,047 - mmaction - INFO - Epoch [102][220/1879] lr: 6.474e-02, eta: 3 days, 20:28:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.4819 2021-06-23 18:14:23,826 - mmaction - INFO - Epoch [102][240/1879] lr: 6.474e-02, eta: 3 days, 20:28:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.5015 2021-06-23 18:15:08,685 - mmaction - INFO - Epoch [102][260/1879] lr: 6.474e-02, eta: 3 days, 20:27:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7125, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.5141 2021-06-23 18:15:53,575 - mmaction - INFO - Epoch [102][280/1879] lr: 6.474e-02, eta: 3 days, 20:26:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7188, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.5355 2021-06-23 18:16:38,453 - mmaction - INFO - Epoch [102][300/1879] lr: 6.474e-02, eta: 3 days, 20:25:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7027, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.5231 2021-06-23 18:17:23,263 - mmaction - INFO - Epoch [102][320/1879] lr: 6.474e-02, eta: 3 days, 20:25:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6922, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.4995 2021-06-23 18:18:08,105 - mmaction - INFO - Epoch [102][340/1879] lr: 6.474e-02, eta: 3 days, 20:24:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7000, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.5043 2021-06-23 18:18:52,905 - mmaction - INFO - Epoch [102][360/1879] lr: 6.474e-02, eta: 3 days, 20:23:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7105, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.4774 2021-06-23 18:19:37,693 - mmaction - INFO - Epoch [102][380/1879] lr: 6.474e-02, eta: 3 days, 20:22:58, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7137, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.4724 2021-06-23 18:20:22,497 - mmaction - INFO - Epoch [102][400/1879] lr: 6.474e-02, eta: 3 days, 20:22:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.4922 2021-06-23 18:21:07,254 - mmaction - INFO - Epoch [102][420/1879] lr: 6.474e-02, eta: 3 days, 20:21:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6973, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.4315 2021-06-23 18:21:51,918 - mmaction - INFO - Epoch [102][440/1879] lr: 6.474e-02, eta: 3 days, 20:20:43, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6961, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.5393 2021-06-23 18:22:36,546 - mmaction - INFO - Epoch [102][460/1879] lr: 6.474e-02, eta: 3 days, 20:19:58, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.5187 2021-06-23 18:23:21,337 - mmaction - INFO - Epoch [102][480/1879] lr: 6.474e-02, eta: 3 days, 20:19:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4535, top5_acc: 0.6977, loss_cls: 2.4274, loss: 2.4274, grad_norm: 2.4680 2021-06-23 18:24:06,182 - mmaction - INFO - Epoch [102][500/1879] lr: 6.474e-02, eta: 3 days, 20:18:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.5067 2021-06-23 18:24:50,894 - mmaction - INFO - Epoch [102][520/1879] lr: 6.474e-02, eta: 3 days, 20:17:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6918, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.5021 2021-06-23 18:25:35,811 - mmaction - INFO - Epoch [102][540/1879] lr: 6.474e-02, eta: 3 days, 20:16:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.7059, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.6060 2021-06-23 18:26:20,804 - mmaction - INFO - Epoch [102][560/1879] lr: 6.474e-02, eta: 3 days, 20:16:13, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.5144 2021-06-23 18:27:05,645 - mmaction - INFO - Epoch [102][580/1879] lr: 6.474e-02, eta: 3 days, 20:15:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6996, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.5758 2021-06-23 18:27:50,535 - mmaction - INFO - Epoch [102][600/1879] lr: 6.474e-02, eta: 3 days, 20:14:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6988, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.5945 2021-06-23 18:28:35,270 - mmaction - INFO - Epoch [102][620/1879] lr: 6.474e-02, eta: 3 days, 20:13:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6977, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.5041 2021-06-23 18:29:20,025 - mmaction - INFO - Epoch [102][640/1879] lr: 6.474e-02, eta: 3 days, 20:13:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6898, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.5239 2021-06-23 18:30:04,757 - mmaction - INFO - Epoch [102][660/1879] lr: 6.474e-02, eta: 3 days, 20:12:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6984, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.4990 2021-06-23 18:30:49,531 - mmaction - INFO - Epoch [102][680/1879] lr: 6.474e-02, eta: 3 days, 20:11:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7023, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.4581 2021-06-23 18:31:34,481 - mmaction - INFO - Epoch [102][700/1879] lr: 6.474e-02, eta: 3 days, 20:10:58, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7121, loss_cls: 2.3562, loss: 2.3562, grad_norm: 2.5430 2021-06-23 18:32:19,294 - mmaction - INFO - Epoch [102][720/1879] lr: 6.474e-02, eta: 3 days, 20:10:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.6992, loss_cls: 2.3945, loss: 2.3945, grad_norm: 2.5468 2021-06-23 18:33:04,141 - mmaction - INFO - Epoch [102][740/1879] lr: 6.474e-02, eta: 3 days, 20:09:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7176, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.5717 2021-06-23 18:33:48,934 - mmaction - INFO - Epoch [102][760/1879] lr: 6.474e-02, eta: 3 days, 20:08:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7004, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.5412 2021-06-23 18:34:33,725 - mmaction - INFO - Epoch [102][780/1879] lr: 6.474e-02, eta: 3 days, 20:07:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.4960 2021-06-23 18:35:18,558 - mmaction - INFO - Epoch [102][800/1879] lr: 6.474e-02, eta: 3 days, 20:07:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.7031, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.5256 2021-06-23 18:36:03,381 - mmaction - INFO - Epoch [102][820/1879] lr: 6.474e-02, eta: 3 days, 20:06:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7035, loss_cls: 2.3998, loss: 2.3998, grad_norm: 2.4566 2021-06-23 18:36:48,159 - mmaction - INFO - Epoch [102][840/1879] lr: 6.474e-02, eta: 3 days, 20:05:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7074, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.4991 2021-06-23 18:37:33,006 - mmaction - INFO - Epoch [102][860/1879] lr: 6.474e-02, eta: 3 days, 20:04:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4363, loss: 2.4363, grad_norm: 2.5556 2021-06-23 18:38:17,829 - mmaction - INFO - Epoch [102][880/1879] lr: 6.474e-02, eta: 3 days, 20:04:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4371, top5_acc: 0.6789, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.5590 2021-06-23 18:39:02,655 - mmaction - INFO - Epoch [102][900/1879] lr: 6.474e-02, eta: 3 days, 20:03:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7059, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.5044 2021-06-23 18:39:47,314 - mmaction - INFO - Epoch [102][920/1879] lr: 6.474e-02, eta: 3 days, 20:02:42, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.4875 2021-06-23 18:40:32,076 - mmaction - INFO - Epoch [102][940/1879] lr: 6.474e-02, eta: 3 days, 20:01:57, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4367, top5_acc: 0.7012, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.5743 2021-06-23 18:41:16,969 - mmaction - INFO - Epoch [102][960/1879] lr: 6.474e-02, eta: 3 days, 20:01:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.5160 2021-06-23 18:42:01,806 - mmaction - INFO - Epoch [102][980/1879] lr: 6.474e-02, eta: 3 days, 20:00:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.5119 2021-06-23 18:42:46,571 - mmaction - INFO - Epoch [102][1000/1879] lr: 6.474e-02, eta: 3 days, 19:59:42, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7082, loss_cls: 2.3733, loss: 2.3733, grad_norm: 2.4600 2021-06-23 18:43:31,435 - mmaction - INFO - Epoch [102][1020/1879] lr: 6.474e-02, eta: 3 days, 19:58:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6953, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.5404 2021-06-23 18:44:16,279 - mmaction - INFO - Epoch [102][1040/1879] lr: 6.474e-02, eta: 3 days, 19:58:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4176, top5_acc: 0.6676, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.5745 2021-06-23 18:45:01,235 - mmaction - INFO - Epoch [102][1060/1879] lr: 6.474e-02, eta: 3 days, 19:57:28, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4469, top5_acc: 0.6988, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.5477 2021-06-23 18:45:46,105 - mmaction - INFO - Epoch [102][1080/1879] lr: 6.474e-02, eta: 3 days, 19:56:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7020, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.4923 2021-06-23 18:46:30,939 - mmaction - INFO - Epoch [102][1100/1879] lr: 6.474e-02, eta: 3 days, 19:55:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.4976 2021-06-23 18:47:15,637 - mmaction - INFO - Epoch [102][1120/1879] lr: 6.474e-02, eta: 3 days, 19:55:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.5364 2021-06-23 18:48:00,365 - mmaction - INFO - Epoch [102][1140/1879] lr: 6.474e-02, eta: 3 days, 19:54:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6848, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.5061 2021-06-23 18:48:45,095 - mmaction - INFO - Epoch [102][1160/1879] lr: 6.474e-02, eta: 3 days, 19:53:42, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6937, loss_cls: 2.4528, loss: 2.4528, grad_norm: 2.5104 2021-06-23 18:49:29,840 - mmaction - INFO - Epoch [102][1180/1879] lr: 6.474e-02, eta: 3 days, 19:52:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6898, loss_cls: 2.4918, loss: 2.4918, grad_norm: 2.5623 2021-06-23 18:50:14,549 - mmaction - INFO - Epoch [102][1200/1879] lr: 6.474e-02, eta: 3 days, 19:52:12, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6961, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.5295 2021-06-23 18:50:59,265 - mmaction - INFO - Epoch [102][1220/1879] lr: 6.474e-02, eta: 3 days, 19:51:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6926, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.4788 2021-06-23 18:51:43,969 - mmaction - INFO - Epoch [102][1240/1879] lr: 6.474e-02, eta: 3 days, 19:50:42, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6926, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.4511 2021-06-23 18:52:28,711 - mmaction - INFO - Epoch [102][1260/1879] lr: 6.474e-02, eta: 3 days, 19:49:57, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7023, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.4671 2021-06-23 18:53:13,542 - mmaction - INFO - Epoch [102][1280/1879] lr: 6.474e-02, eta: 3 days, 19:49:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7031, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.5275 2021-06-23 18:53:58,249 - mmaction - INFO - Epoch [102][1300/1879] lr: 6.474e-02, eta: 3 days, 19:48:27, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.4809 2021-06-23 18:54:43,081 - mmaction - INFO - Epoch [102][1320/1879] lr: 6.474e-02, eta: 3 days, 19:47:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6848, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.4843 2021-06-23 18:55:27,915 - mmaction - INFO - Epoch [102][1340/1879] lr: 6.474e-02, eta: 3 days, 19:46:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6855, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.5018 2021-06-23 18:56:12,728 - mmaction - INFO - Epoch [102][1360/1879] lr: 6.474e-02, eta: 3 days, 19:46:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6855, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6229 2021-06-23 18:56:57,494 - mmaction - INFO - Epoch [102][1380/1879] lr: 6.474e-02, eta: 3 days, 19:45:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7016, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.5306 2021-06-23 18:57:42,282 - mmaction - INFO - Epoch [102][1400/1879] lr: 6.474e-02, eta: 3 days, 19:44:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7004, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.5468 2021-06-23 18:58:27,093 - mmaction - INFO - Epoch [102][1420/1879] lr: 6.474e-02, eta: 3 days, 19:43:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4293, top5_acc: 0.6891, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5624 2021-06-23 18:59:11,819 - mmaction - INFO - Epoch [102][1440/1879] lr: 6.474e-02, eta: 3 days, 19:43:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6980, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.5233 2021-06-23 18:59:56,517 - mmaction - INFO - Epoch [102][1460/1879] lr: 6.474e-02, eta: 3 days, 19:42:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7102, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.5000 2021-06-23 19:00:41,082 - mmaction - INFO - Epoch [102][1480/1879] lr: 6.474e-02, eta: 3 days, 19:41:41, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.5250 2021-06-23 19:01:25,825 - mmaction - INFO - Epoch [102][1500/1879] lr: 6.474e-02, eta: 3 days, 19:40:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6848, loss_cls: 2.4817, loss: 2.4817, grad_norm: 2.5734 2021-06-23 19:02:10,604 - mmaction - INFO - Epoch [102][1520/1879] lr: 6.474e-02, eta: 3 days, 19:40:11, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6930, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.4651 2021-06-23 19:02:55,314 - mmaction - INFO - Epoch [102][1540/1879] lr: 6.474e-02, eta: 3 days, 19:39:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.6107 2021-06-23 19:03:40,121 - mmaction - INFO - Epoch [102][1560/1879] lr: 6.474e-02, eta: 3 days, 19:38:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7008, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.4981 2021-06-23 19:04:24,811 - mmaction - INFO - Epoch [102][1580/1879] lr: 6.474e-02, eta: 3 days, 19:37:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6934, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.5080 2021-06-23 19:05:09,726 - mmaction - INFO - Epoch [102][1600/1879] lr: 6.474e-02, eta: 3 days, 19:37:11, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.5685 2021-06-23 19:05:54,591 - mmaction - INFO - Epoch [102][1620/1879] lr: 6.474e-02, eta: 3 days, 19:36:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4219, top5_acc: 0.6973, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.5390 2021-06-23 19:06:39,453 - mmaction - INFO - Epoch [102][1640/1879] lr: 6.474e-02, eta: 3 days, 19:35:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6918, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.4952 2021-06-23 19:07:24,233 - mmaction - INFO - Epoch [102][1660/1879] lr: 6.474e-02, eta: 3 days, 19:34:56, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6824, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.5723 2021-06-23 19:08:09,113 - mmaction - INFO - Epoch [102][1680/1879] lr: 6.474e-02, eta: 3 days, 19:34:11, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4465, top5_acc: 0.7035, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.5591 2021-06-23 19:08:53,983 - mmaction - INFO - Epoch [102][1700/1879] lr: 6.474e-02, eta: 3 days, 19:33:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.5106 2021-06-23 19:09:38,771 - mmaction - INFO - Epoch [102][1720/1879] lr: 6.474e-02, eta: 3 days, 19:32:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7074, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.4836 2021-06-23 19:10:23,519 - mmaction - INFO - Epoch [102][1740/1879] lr: 6.474e-02, eta: 3 days, 19:31:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7012, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.5321 2021-06-23 19:11:08,291 - mmaction - INFO - Epoch [102][1760/1879] lr: 6.474e-02, eta: 3 days, 19:31:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7086, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.4508 2021-06-23 19:11:53,143 - mmaction - INFO - Epoch [102][1780/1879] lr: 6.474e-02, eta: 3 days, 19:30:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.5360 2021-06-23 19:12:37,884 - mmaction - INFO - Epoch [102][1800/1879] lr: 6.474e-02, eta: 3 days, 19:29:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7070, loss_cls: 2.3666, loss: 2.3666, grad_norm: 2.5291 2021-06-23 19:13:22,687 - mmaction - INFO - Epoch [102][1820/1879] lr: 6.474e-02, eta: 3 days, 19:28:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6992, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.4548 2021-06-23 19:14:07,326 - mmaction - INFO - Epoch [102][1840/1879] lr: 6.474e-02, eta: 3 days, 19:28:11, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6844, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.4642 2021-06-23 19:14:52,033 - mmaction - INFO - Epoch [102][1860/1879] lr: 6.474e-02, eta: 3 days, 19:27:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6949, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.5986 2021-06-23 19:15:35,142 - mmaction - INFO - Saving checkpoint at 102 epochs 2021-06-23 19:17:07,219 - mmaction - INFO - Epoch [103][20/1879] lr: 6.337e-02, eta: 3 days, 19:26:01, time: 4.591, data_time: 2.321, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.5858 2021-06-23 19:17:52,172 - mmaction - INFO - Epoch [103][40/1879] lr: 6.337e-02, eta: 3 days, 19:25:17, time: 2.248, data_time: 0.003, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6934, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.4697 2021-06-23 19:18:37,061 - mmaction - INFO - Epoch [103][60/1879] lr: 6.337e-02, eta: 3 days, 19:24:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3732, loss: 2.3732, grad_norm: 2.5032 2021-06-23 19:19:21,924 - mmaction - INFO - Epoch [103][80/1879] lr: 6.337e-02, eta: 3 days, 19:23:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7145, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.4855 2021-06-23 19:20:06,762 - mmaction - INFO - Epoch [103][100/1879] lr: 6.337e-02, eta: 3 days, 19:23:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6949, loss_cls: 2.4187, loss: 2.4187, grad_norm: 2.4830 2021-06-23 19:20:51,765 - mmaction - INFO - Epoch [103][120/1879] lr: 6.337e-02, eta: 3 days, 19:22:17, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4257, loss: 2.4257, grad_norm: 2.5014 2021-06-23 19:21:36,668 - mmaction - INFO - Epoch [103][140/1879] lr: 6.337e-02, eta: 3 days, 19:21:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.6992, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.5286 2021-06-23 19:22:21,597 - mmaction - INFO - Epoch [103][160/1879] lr: 6.337e-02, eta: 3 days, 19:20:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.6996, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.4991 2021-06-23 19:23:06,570 - mmaction - INFO - Epoch [103][180/1879] lr: 6.337e-02, eta: 3 days, 19:20:02, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7105, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.5161 2021-06-23 19:23:51,519 - mmaction - INFO - Epoch [103][200/1879] lr: 6.337e-02, eta: 3 days, 19:19:17, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.6980, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.5234 2021-06-23 19:24:36,323 - mmaction - INFO - Epoch [103][220/1879] lr: 6.337e-02, eta: 3 days, 19:18:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7023, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.5422 2021-06-23 19:25:21,187 - mmaction - INFO - Epoch [103][240/1879] lr: 6.337e-02, eta: 3 days, 19:17:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7086, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.5192 2021-06-23 19:26:05,997 - mmaction - INFO - Epoch [103][260/1879] lr: 6.337e-02, eta: 3 days, 19:17:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.5636 2021-06-23 19:26:50,752 - mmaction - INFO - Epoch [103][280/1879] lr: 6.337e-02, eta: 3 days, 19:16:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7113, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.5105 2021-06-23 19:27:35,626 - mmaction - INFO - Epoch [103][300/1879] lr: 6.337e-02, eta: 3 days, 19:15:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7105, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.5676 2021-06-23 19:28:20,475 - mmaction - INFO - Epoch [103][320/1879] lr: 6.337e-02, eta: 3 days, 19:14:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.7035, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.5998 2021-06-23 19:29:05,307 - mmaction - INFO - Epoch [103][340/1879] lr: 6.337e-02, eta: 3 days, 19:14:02, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7012, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.5548 2021-06-23 19:29:50,066 - mmaction - INFO - Epoch [103][360/1879] lr: 6.337e-02, eta: 3 days, 19:13:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7086, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.5187 2021-06-23 19:30:34,825 - mmaction - INFO - Epoch [103][380/1879] lr: 6.337e-02, eta: 3 days, 19:12:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.5561 2021-06-23 19:31:19,562 - mmaction - INFO - Epoch [103][400/1879] lr: 6.337e-02, eta: 3 days, 19:11:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.5189 2021-06-23 19:32:04,452 - mmaction - INFO - Epoch [103][420/1879] lr: 6.337e-02, eta: 3 days, 19:11:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7051, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.5102 2021-06-23 19:32:49,199 - mmaction - INFO - Epoch [103][440/1879] lr: 6.337e-02, eta: 3 days, 19:10:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6988, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.5187 2021-06-23 19:33:34,046 - mmaction - INFO - Epoch [103][460/1879] lr: 6.337e-02, eta: 3 days, 19:09:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7219, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.5445 2021-06-23 19:34:18,896 - mmaction - INFO - Epoch [103][480/1879] lr: 6.337e-02, eta: 3 days, 19:08:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7004, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.6357 2021-06-23 19:35:03,544 - mmaction - INFO - Epoch [103][500/1879] lr: 6.337e-02, eta: 3 days, 19:08:02, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7039, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.5241 2021-06-23 19:35:48,436 - mmaction - INFO - Epoch [103][520/1879] lr: 6.337e-02, eta: 3 days, 19:07:17, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7063, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.5208 2021-06-23 19:36:33,377 - mmaction - INFO - Epoch [103][540/1879] lr: 6.337e-02, eta: 3 days, 19:06:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7133, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.5400 2021-06-23 19:37:18,131 - mmaction - INFO - Epoch [103][560/1879] lr: 6.337e-02, eta: 3 days, 19:05:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.5360 2021-06-23 19:38:02,972 - mmaction - INFO - Epoch [103][580/1879] lr: 6.337e-02, eta: 3 days, 19:05:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6727, loss_cls: 2.4989, loss: 2.4989, grad_norm: 2.4826 2021-06-23 19:38:47,667 - mmaction - INFO - Epoch [103][600/1879] lr: 6.337e-02, eta: 3 days, 19:04:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.5556 2021-06-23 19:39:32,384 - mmaction - INFO - Epoch [103][620/1879] lr: 6.337e-02, eta: 3 days, 19:03:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7117, loss_cls: 2.3654, loss: 2.3654, grad_norm: 3.7500 2021-06-23 19:40:17,230 - mmaction - INFO - Epoch [103][640/1879] lr: 6.337e-02, eta: 3 days, 19:02:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4059, top5_acc: 0.6645, loss_cls: 2.6184, loss: 2.6184, grad_norm: 2.8264 2021-06-23 19:41:01,990 - mmaction - INFO - Epoch [103][660/1879] lr: 6.337e-02, eta: 3 days, 19:02:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4051, top5_acc: 0.6664, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.7672 2021-06-23 19:41:46,765 - mmaction - INFO - Epoch [103][680/1879] lr: 6.337e-02, eta: 3 days, 19:01:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4152, top5_acc: 0.6668, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.6435 2021-06-23 19:42:31,442 - mmaction - INFO - Epoch [103][700/1879] lr: 6.337e-02, eta: 3 days, 19:00:32, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4301, top5_acc: 0.6895, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.5353 2021-06-23 19:43:16,276 - mmaction - INFO - Epoch [103][720/1879] lr: 6.337e-02, eta: 3 days, 18:59:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6707, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.6018 2021-06-23 19:44:01,022 - mmaction - INFO - Epoch [103][740/1879] lr: 6.337e-02, eta: 3 days, 18:59:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.6015 2021-06-23 19:44:45,805 - mmaction - INFO - Epoch [103][760/1879] lr: 6.337e-02, eta: 3 days, 18:58:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.6965, loss_cls: 2.4623, loss: 2.4623, grad_norm: 2.5408 2021-06-23 19:45:30,534 - mmaction - INFO - Epoch [103][780/1879] lr: 6.337e-02, eta: 3 days, 18:57:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7098, loss_cls: 2.3760, loss: 2.3760, grad_norm: 2.5004 2021-06-23 19:46:15,221 - mmaction - INFO - Epoch [103][800/1879] lr: 6.337e-02, eta: 3 days, 18:56:46, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6785, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.6370 2021-06-23 19:46:59,987 - mmaction - INFO - Epoch [103][820/1879] lr: 6.337e-02, eta: 3 days, 18:56:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4316, top5_acc: 0.6695, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.5224 2021-06-23 19:47:44,782 - mmaction - INFO - Epoch [103][840/1879] lr: 6.337e-02, eta: 3 days, 18:55:16, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6969, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5480 2021-06-23 19:48:29,597 - mmaction - INFO - Epoch [103][860/1879] lr: 6.337e-02, eta: 3 days, 18:54:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.6895, loss_cls: 2.4155, loss: 2.4155, grad_norm: 2.5760 2021-06-23 19:49:14,390 - mmaction - INFO - Epoch [103][880/1879] lr: 6.337e-02, eta: 3 days, 18:53:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4535, top5_acc: 0.6984, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.5927 2021-06-23 19:49:59,222 - mmaction - INFO - Epoch [103][900/1879] lr: 6.337e-02, eta: 3 days, 18:53:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6918, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.5328 2021-06-23 19:50:43,971 - mmaction - INFO - Epoch [103][920/1879] lr: 6.337e-02, eta: 3 days, 18:52:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6984, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.5410 2021-06-23 19:51:28,788 - mmaction - INFO - Epoch [103][940/1879] lr: 6.337e-02, eta: 3 days, 18:51:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.5376 2021-06-23 19:52:13,567 - mmaction - INFO - Epoch [103][960/1879] lr: 6.337e-02, eta: 3 days, 18:50:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.6941, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.5080 2021-06-23 19:52:58,308 - mmaction - INFO - Epoch [103][980/1879] lr: 6.337e-02, eta: 3 days, 18:50:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6855, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.5037 2021-06-23 19:53:43,293 - mmaction - INFO - Epoch [103][1000/1879] lr: 6.337e-02, eta: 3 days, 18:49:16, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6957, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.5302 2021-06-23 19:54:28,143 - mmaction - INFO - Epoch [103][1020/1879] lr: 6.337e-02, eta: 3 days, 18:48:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6992, loss_cls: 2.4131, loss: 2.4131, grad_norm: 2.5447 2021-06-23 19:55:12,828 - mmaction - INFO - Epoch [103][1040/1879] lr: 6.337e-02, eta: 3 days, 18:47:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7113, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.5017 2021-06-23 19:55:57,526 - mmaction - INFO - Epoch [103][1060/1879] lr: 6.337e-02, eta: 3 days, 18:47:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.5781 2021-06-23 19:56:42,249 - mmaction - INFO - Epoch [103][1080/1879] lr: 6.337e-02, eta: 3 days, 18:46:16, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4520, top5_acc: 0.6984, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.5679 2021-06-23 19:57:27,146 - mmaction - INFO - Epoch [103][1100/1879] lr: 6.337e-02, eta: 3 days, 18:45:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7039, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.5535 2021-06-23 19:58:11,921 - mmaction - INFO - Epoch [103][1120/1879] lr: 6.337e-02, eta: 3 days, 18:44:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6871, loss_cls: 2.4376, loss: 2.4376, grad_norm: 2.5047 2021-06-23 19:58:56,648 - mmaction - INFO - Epoch [103][1140/1879] lr: 6.337e-02, eta: 3 days, 18:44:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7063, loss_cls: 2.3800, loss: 2.3800, grad_norm: 2.5369 2021-06-23 19:59:41,495 - mmaction - INFO - Epoch [103][1160/1879] lr: 6.337e-02, eta: 3 days, 18:43:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6980, loss_cls: 2.4227, loss: 2.4227, grad_norm: 2.5299 2021-06-23 20:00:26,420 - mmaction - INFO - Epoch [103][1180/1879] lr: 6.337e-02, eta: 3 days, 18:42:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6914, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.4969 2021-06-23 20:01:11,241 - mmaction - INFO - Epoch [103][1200/1879] lr: 6.337e-02, eta: 3 days, 18:41:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.5421 2021-06-23 20:01:56,023 - mmaction - INFO - Epoch [103][1220/1879] lr: 6.337e-02, eta: 3 days, 18:41:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.6988, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.5974 2021-06-23 20:02:40,832 - mmaction - INFO - Epoch [103][1240/1879] lr: 6.337e-02, eta: 3 days, 18:40:16, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7176, loss_cls: 2.3209, loss: 2.3209, grad_norm: 2.6192 2021-06-23 20:03:25,736 - mmaction - INFO - Epoch [103][1260/1879] lr: 6.337e-02, eta: 3 days, 18:39:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7047, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.5921 2021-06-23 20:04:10,692 - mmaction - INFO - Epoch [103][1280/1879] lr: 6.337e-02, eta: 3 days, 18:38:46, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.7043, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.5368 2021-06-23 20:04:55,498 - mmaction - INFO - Epoch [103][1300/1879] lr: 6.337e-02, eta: 3 days, 18:38:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3435, loss: 2.3435, grad_norm: 2.5599 2021-06-23 20:05:40,328 - mmaction - INFO - Epoch [103][1320/1879] lr: 6.337e-02, eta: 3 days, 18:37:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7000, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.5388 2021-06-23 20:06:25,069 - mmaction - INFO - Epoch [103][1340/1879] lr: 6.337e-02, eta: 3 days, 18:36:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4402, top5_acc: 0.6953, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.5948 2021-06-23 20:07:09,871 - mmaction - INFO - Epoch [103][1360/1879] lr: 6.337e-02, eta: 3 days, 18:35:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7000, loss_cls: 2.3998, loss: 2.3998, grad_norm: 2.5289 2021-06-23 20:07:54,697 - mmaction - INFO - Epoch [103][1380/1879] lr: 6.337e-02, eta: 3 days, 18:35:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6883, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.5872 2021-06-23 20:08:39,499 - mmaction - INFO - Epoch [103][1400/1879] lr: 6.337e-02, eta: 3 days, 18:34:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6859, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.5465 2021-06-23 20:09:24,361 - mmaction - INFO - Epoch [103][1420/1879] lr: 6.337e-02, eta: 3 days, 18:33:31, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7156, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.5573 2021-06-23 20:10:09,178 - mmaction - INFO - Epoch [103][1440/1879] lr: 6.337e-02, eta: 3 days, 18:32:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.5357 2021-06-23 20:10:53,995 - mmaction - INFO - Epoch [103][1460/1879] lr: 6.337e-02, eta: 3 days, 18:32:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.5070 2021-06-23 20:11:38,715 - mmaction - INFO - Epoch [103][1480/1879] lr: 6.337e-02, eta: 3 days, 18:31:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3556, loss: 2.3556, grad_norm: 2.5307 2021-06-23 20:12:23,615 - mmaction - INFO - Epoch [103][1500/1879] lr: 6.337e-02, eta: 3 days, 18:30:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7082, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.4940 2021-06-23 20:13:08,385 - mmaction - INFO - Epoch [103][1520/1879] lr: 6.337e-02, eta: 3 days, 18:29:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6973, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.5172 2021-06-23 20:13:53,230 - mmaction - INFO - Epoch [103][1540/1879] lr: 6.337e-02, eta: 3 days, 18:29:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6980, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.6300 2021-06-23 20:14:38,033 - mmaction - INFO - Epoch [103][1560/1879] lr: 6.337e-02, eta: 3 days, 18:28:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.5534 2021-06-23 20:15:22,930 - mmaction - INFO - Epoch [103][1580/1879] lr: 6.337e-02, eta: 3 days, 18:27:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.6891, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.5188 2021-06-23 20:16:07,661 - mmaction - INFO - Epoch [103][1600/1879] lr: 6.337e-02, eta: 3 days, 18:26:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6996, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.5117 2021-06-23 20:16:52,533 - mmaction - INFO - Epoch [103][1620/1879] lr: 6.337e-02, eta: 3 days, 18:26:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7027, loss_cls: 2.3437, loss: 2.3437, grad_norm: 2.4554 2021-06-23 20:17:37,178 - mmaction - INFO - Epoch [103][1640/1879] lr: 6.337e-02, eta: 3 days, 18:25:16, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.5042, loss: 2.5042, grad_norm: 2.5519 2021-06-23 20:18:21,753 - mmaction - INFO - Epoch [103][1660/1879] lr: 6.337e-02, eta: 3 days, 18:24:31, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.5618 2021-06-23 20:19:06,526 - mmaction - INFO - Epoch [103][1680/1879] lr: 6.337e-02, eta: 3 days, 18:23:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4398, top5_acc: 0.6980, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.5110 2021-06-23 20:19:51,233 - mmaction - INFO - Epoch [103][1700/1879] lr: 6.337e-02, eta: 3 days, 18:23:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7008, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.5394 2021-06-23 20:20:36,117 - mmaction - INFO - Epoch [103][1720/1879] lr: 6.337e-02, eta: 3 days, 18:22:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4395, top5_acc: 0.6918, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.5378 2021-06-23 20:21:20,898 - mmaction - INFO - Epoch [103][1740/1879] lr: 6.337e-02, eta: 3 days, 18:21:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7012, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.5362 2021-06-23 20:22:05,751 - mmaction - INFO - Epoch [103][1760/1879] lr: 6.337e-02, eta: 3 days, 18:20:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7070, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.5370 2021-06-23 20:22:50,538 - mmaction - INFO - Epoch [103][1780/1879] lr: 6.337e-02, eta: 3 days, 18:20:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6980, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.5238 2021-06-23 20:23:35,265 - mmaction - INFO - Epoch [103][1800/1879] lr: 6.337e-02, eta: 3 days, 18:19:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6926, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.5736 2021-06-23 20:24:19,881 - mmaction - INFO - Epoch [103][1820/1879] lr: 6.337e-02, eta: 3 days, 18:18:30, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6910, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.5638 2021-06-23 20:25:04,801 - mmaction - INFO - Epoch [103][1840/1879] lr: 6.337e-02, eta: 3 days, 18:17:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.6973, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.4307 2021-06-23 20:25:49,751 - mmaction - INFO - Epoch [103][1860/1879] lr: 6.337e-02, eta: 3 days, 18:17:01, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4562, top5_acc: 0.6996, loss_cls: 2.4158, loss: 2.4158, grad_norm: 2.4702 2021-06-23 20:26:32,920 - mmaction - INFO - Saving checkpoint at 103 epochs 2021-06-23 20:28:04,927 - mmaction - INFO - Epoch [104][20/1879] lr: 6.200e-02, eta: 3 days, 18:15:36, time: 4.590, data_time: 2.297, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.5985 2021-06-23 20:28:49,844 - mmaction - INFO - Epoch [104][40/1879] lr: 6.200e-02, eta: 3 days, 18:14:51, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.4418, top5_acc: 0.7059, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.6142 2021-06-23 20:29:34,771 - mmaction - INFO - Epoch [104][60/1879] lr: 6.200e-02, eta: 3 days, 18:14:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.5364 2021-06-23 20:30:19,660 - mmaction - INFO - Epoch [104][80/1879] lr: 6.200e-02, eta: 3 days, 18:13:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7141, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.5331 2021-06-23 20:31:04,684 - mmaction - INFO - Epoch [104][100/1879] lr: 6.200e-02, eta: 3 days, 18:12:37, time: 2.251, data_time: 0.002, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7227, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.5469 2021-06-23 20:31:49,714 - mmaction - INFO - Epoch [104][120/1879] lr: 6.200e-02, eta: 3 days, 18:11:52, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7047, loss_cls: 2.3640, loss: 2.3640, grad_norm: 2.6600 2021-06-23 20:32:34,615 - mmaction - INFO - Epoch [104][140/1879] lr: 6.200e-02, eta: 3 days, 18:11:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7004, loss_cls: 2.4061, loss: 2.4061, grad_norm: 2.5206 2021-06-23 20:33:19,472 - mmaction - INFO - Epoch [104][160/1879] lr: 6.200e-02, eta: 3 days, 18:10:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7027, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.4712 2021-06-23 20:34:04,358 - mmaction - INFO - Epoch [104][180/1879] lr: 6.200e-02, eta: 3 days, 18:09:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7184, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.4761 2021-06-23 20:34:49,274 - mmaction - INFO - Epoch [104][200/1879] lr: 6.200e-02, eta: 3 days, 18:08:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4305, top5_acc: 0.7055, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.5766 2021-06-23 20:35:34,115 - mmaction - INFO - Epoch [104][220/1879] lr: 6.200e-02, eta: 3 days, 18:08:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7219, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.4752 2021-06-23 20:36:19,064 - mmaction - INFO - Epoch [104][240/1879] lr: 6.200e-02, eta: 3 days, 18:07:22, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7043, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.5843 2021-06-23 20:37:03,889 - mmaction - INFO - Epoch [104][260/1879] lr: 6.200e-02, eta: 3 days, 18:06:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3343, loss: 2.3343, grad_norm: 2.5798 2021-06-23 20:37:48,713 - mmaction - INFO - Epoch [104][280/1879] lr: 6.200e-02, eta: 3 days, 18:05:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6992, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.5893 2021-06-23 20:38:33,563 - mmaction - INFO - Epoch [104][300/1879] lr: 6.200e-02, eta: 3 days, 18:05:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.6891, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.5492 2021-06-23 20:39:18,414 - mmaction - INFO - Epoch [104][320/1879] lr: 6.200e-02, eta: 3 days, 18:04:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7121, loss_cls: 2.3611, loss: 2.3611, grad_norm: 2.5350 2021-06-23 20:40:03,256 - mmaction - INFO - Epoch [104][340/1879] lr: 6.200e-02, eta: 3 days, 18:03:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.7094, loss_cls: 2.4256, loss: 2.4256, grad_norm: 2.5561 2021-06-23 20:40:48,200 - mmaction - INFO - Epoch [104][360/1879] lr: 6.200e-02, eta: 3 days, 18:02:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.5794 2021-06-23 20:41:32,973 - mmaction - INFO - Epoch [104][380/1879] lr: 6.200e-02, eta: 3 days, 18:02:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7070, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.5697 2021-06-23 20:42:17,850 - mmaction - INFO - Epoch [104][400/1879] lr: 6.200e-02, eta: 3 days, 18:01:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7039, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.4794 2021-06-23 20:43:02,683 - mmaction - INFO - Epoch [104][420/1879] lr: 6.200e-02, eta: 3 days, 18:00:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6887, loss_cls: 2.4376, loss: 2.4376, grad_norm: 2.5254 2021-06-23 20:43:47,526 - mmaction - INFO - Epoch [104][440/1879] lr: 6.200e-02, eta: 3 days, 17:59:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.5723 2021-06-23 20:44:32,300 - mmaction - INFO - Epoch [104][460/1879] lr: 6.200e-02, eta: 3 days, 17:59:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7039, loss_cls: 2.4420, loss: 2.4420, grad_norm: 2.4915 2021-06-23 20:45:17,051 - mmaction - INFO - Epoch [104][480/1879] lr: 6.200e-02, eta: 3 days, 17:58:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.6930, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.5772 2021-06-23 20:46:01,990 - mmaction - INFO - Epoch [104][500/1879] lr: 6.200e-02, eta: 3 days, 17:57:37, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6957, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.5997 2021-06-23 20:46:46,856 - mmaction - INFO - Epoch [104][520/1879] lr: 6.200e-02, eta: 3 days, 17:56:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7086, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.5989 2021-06-23 20:47:31,715 - mmaction - INFO - Epoch [104][540/1879] lr: 6.200e-02, eta: 3 days, 17:56:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7004, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.4845 2021-06-23 20:48:16,614 - mmaction - INFO - Epoch [104][560/1879] lr: 6.200e-02, eta: 3 days, 17:55:22, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4270, top5_acc: 0.6887, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.6226 2021-06-23 20:49:01,492 - mmaction - INFO - Epoch [104][580/1879] lr: 6.200e-02, eta: 3 days, 17:54:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7184, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.5496 2021-06-23 20:49:46,400 - mmaction - INFO - Epoch [104][600/1879] lr: 6.200e-02, eta: 3 days, 17:53:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.6922, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.5407 2021-06-23 20:50:31,352 - mmaction - INFO - Epoch [104][620/1879] lr: 6.200e-02, eta: 3 days, 17:53:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.6918, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.5277 2021-06-23 20:51:16,188 - mmaction - INFO - Epoch [104][640/1879] lr: 6.200e-02, eta: 3 days, 17:52:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.7004, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.5922 2021-06-23 20:52:00,997 - mmaction - INFO - Epoch [104][660/1879] lr: 6.200e-02, eta: 3 days, 17:51:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7035, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.5587 2021-06-23 20:52:45,927 - mmaction - INFO - Epoch [104][680/1879] lr: 6.200e-02, eta: 3 days, 17:50:53, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6957, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.5521 2021-06-23 20:53:30,788 - mmaction - INFO - Epoch [104][700/1879] lr: 6.200e-02, eta: 3 days, 17:50:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.5296 2021-06-23 20:54:15,488 - mmaction - INFO - Epoch [104][720/1879] lr: 6.200e-02, eta: 3 days, 17:49:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4348, top5_acc: 0.6977, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.6061 2021-06-23 20:55:00,288 - mmaction - INFO - Epoch [104][740/1879] lr: 6.200e-02, eta: 3 days, 17:48:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.7078, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.5759 2021-06-23 20:55:45,037 - mmaction - INFO - Epoch [104][760/1879] lr: 6.200e-02, eta: 3 days, 17:47:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7113, loss_cls: 2.3928, loss: 2.3928, grad_norm: 2.5363 2021-06-23 20:56:29,882 - mmaction - INFO - Epoch [104][780/1879] lr: 6.200e-02, eta: 3 days, 17:47:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7074, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.4525 2021-06-23 20:57:14,845 - mmaction - INFO - Epoch [104][800/1879] lr: 6.200e-02, eta: 3 days, 17:46:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.7094, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.5405 2021-06-23 20:57:59,783 - mmaction - INFO - Epoch [104][820/1879] lr: 6.200e-02, eta: 3 days, 17:45:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4309, top5_acc: 0.6840, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.5316 2021-06-23 20:58:44,758 - mmaction - INFO - Epoch [104][840/1879] lr: 6.200e-02, eta: 3 days, 17:44:53, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7051, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.5456 2021-06-23 20:59:29,533 - mmaction - INFO - Epoch [104][860/1879] lr: 6.200e-02, eta: 3 days, 17:44:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.6992, loss_cls: 2.4433, loss: 2.4433, grad_norm: 2.5489 2021-06-23 21:00:14,421 - mmaction - INFO - Epoch [104][880/1879] lr: 6.200e-02, eta: 3 days, 17:43:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.5151 2021-06-23 21:00:59,303 - mmaction - INFO - Epoch [104][900/1879] lr: 6.200e-02, eta: 3 days, 17:42:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.6210 2021-06-23 21:01:44,117 - mmaction - INFO - Epoch [104][920/1879] lr: 6.200e-02, eta: 3 days, 17:41:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4480, top5_acc: 0.6918, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.5602 2021-06-23 21:02:28,973 - mmaction - INFO - Epoch [104][940/1879] lr: 6.200e-02, eta: 3 days, 17:41:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6895, loss_cls: 2.4653, loss: 2.4653, grad_norm: 2.5460 2021-06-23 21:03:13,786 - mmaction - INFO - Epoch [104][960/1879] lr: 6.200e-02, eta: 3 days, 17:40:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.5162 2021-06-23 21:03:58,721 - mmaction - INFO - Epoch [104][980/1879] lr: 6.200e-02, eta: 3 days, 17:39:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7137, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.5394 2021-06-23 21:04:43,430 - mmaction - INFO - Epoch [104][1000/1879] lr: 6.200e-02, eta: 3 days, 17:38:53, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.5460 2021-06-23 21:05:28,392 - mmaction - INFO - Epoch [104][1020/1879] lr: 6.200e-02, eta: 3 days, 17:38:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7141, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.6035 2021-06-23 21:06:13,289 - mmaction - INFO - Epoch [104][1040/1879] lr: 6.200e-02, eta: 3 days, 17:37:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7043, loss_cls: 2.3729, loss: 2.3729, grad_norm: 2.6050 2021-06-23 21:06:58,213 - mmaction - INFO - Epoch [104][1060/1879] lr: 6.200e-02, eta: 3 days, 17:36:38, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7059, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.4869 2021-06-23 21:07:42,911 - mmaction - INFO - Epoch [104][1080/1879] lr: 6.200e-02, eta: 3 days, 17:35:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7023, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.5618 2021-06-23 21:08:27,811 - mmaction - INFO - Epoch [104][1100/1879] lr: 6.200e-02, eta: 3 days, 17:35:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4336, top5_acc: 0.6984, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.5874 2021-06-23 21:09:12,722 - mmaction - INFO - Epoch [104][1120/1879] lr: 6.200e-02, eta: 3 days, 17:34:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7020, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.5681 2021-06-23 21:09:57,539 - mmaction - INFO - Epoch [104][1140/1879] lr: 6.200e-02, eta: 3 days, 17:33:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7020, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.5417 2021-06-23 21:10:42,285 - mmaction - INFO - Epoch [104][1160/1879] lr: 6.200e-02, eta: 3 days, 17:32:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7074, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.5687 2021-06-23 21:11:27,199 - mmaction - INFO - Epoch [104][1180/1879] lr: 6.200e-02, eta: 3 days, 17:32:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.5430 2021-06-23 21:12:12,296 - mmaction - INFO - Epoch [104][1200/1879] lr: 6.200e-02, eta: 3 days, 17:31:23, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.5299 2021-06-23 21:12:57,033 - mmaction - INFO - Epoch [104][1220/1879] lr: 6.200e-02, eta: 3 days, 17:30:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7152, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.5732 2021-06-23 21:13:41,863 - mmaction - INFO - Epoch [104][1240/1879] lr: 6.200e-02, eta: 3 days, 17:29:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.5062 2021-06-23 21:14:26,591 - mmaction - INFO - Epoch [104][1260/1879] lr: 6.200e-02, eta: 3 days, 17:29:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7082, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.5329 2021-06-23 21:15:11,395 - mmaction - INFO - Epoch [104][1280/1879] lr: 6.200e-02, eta: 3 days, 17:28:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.5774 2021-06-23 21:15:56,135 - mmaction - INFO - Epoch [104][1300/1879] lr: 6.200e-02, eta: 3 days, 17:27:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4590, top5_acc: 0.6918, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.5472 2021-06-23 21:16:41,026 - mmaction - INFO - Epoch [104][1320/1879] lr: 6.200e-02, eta: 3 days, 17:26:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.5542 2021-06-23 21:17:25,912 - mmaction - INFO - Epoch [104][1340/1879] lr: 6.200e-02, eta: 3 days, 17:26:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7148, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.6013 2021-06-23 21:18:10,601 - mmaction - INFO - Epoch [104][1360/1879] lr: 6.200e-02, eta: 3 days, 17:25:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7105, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.6055 2021-06-23 21:18:55,355 - mmaction - INFO - Epoch [104][1380/1879] lr: 6.200e-02, eta: 3 days, 17:24:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7074, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.5130 2021-06-23 21:19:40,268 - mmaction - INFO - Epoch [104][1400/1879] lr: 6.200e-02, eta: 3 days, 17:23:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.5447 2021-06-23 21:20:25,225 - mmaction - INFO - Epoch [104][1420/1879] lr: 6.200e-02, eta: 3 days, 17:23:08, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.5185 2021-06-23 21:21:09,968 - mmaction - INFO - Epoch [104][1440/1879] lr: 6.200e-02, eta: 3 days, 17:22:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7004, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.5625 2021-06-23 21:21:54,776 - mmaction - INFO - Epoch [104][1460/1879] lr: 6.200e-02, eta: 3 days, 17:21:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.6965, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.5745 2021-06-23 21:22:39,742 - mmaction - INFO - Epoch [104][1480/1879] lr: 6.200e-02, eta: 3 days, 17:20:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7043, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.6047 2021-06-23 21:23:24,423 - mmaction - INFO - Epoch [104][1500/1879] lr: 6.200e-02, eta: 3 days, 17:20:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7148, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.5756 2021-06-23 21:24:09,277 - mmaction - INFO - Epoch [104][1520/1879] lr: 6.200e-02, eta: 3 days, 17:19:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4430, top5_acc: 0.7063, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.5444 2021-06-23 21:24:53,967 - mmaction - INFO - Epoch [104][1540/1879] lr: 6.200e-02, eta: 3 days, 17:18:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4422, top5_acc: 0.6988, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.5248 2021-06-23 21:25:38,600 - mmaction - INFO - Epoch [104][1560/1879] lr: 6.200e-02, eta: 3 days, 17:17:53, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.5706 2021-06-23 21:26:23,388 - mmaction - INFO - Epoch [104][1580/1879] lr: 6.200e-02, eta: 3 days, 17:17:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.5443 2021-06-23 21:27:08,057 - mmaction - INFO - Epoch [104][1600/1879] lr: 6.200e-02, eta: 3 days, 17:16:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7105, loss_cls: 2.3872, loss: 2.3872, grad_norm: 2.5212 2021-06-23 21:27:52,827 - mmaction - INFO - Epoch [104][1620/1879] lr: 6.200e-02, eta: 3 days, 17:15:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.5362 2021-06-23 21:28:37,767 - mmaction - INFO - Epoch [104][1640/1879] lr: 6.200e-02, eta: 3 days, 17:14:53, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7016, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.5611 2021-06-23 21:29:22,549 - mmaction - INFO - Epoch [104][1660/1879] lr: 6.200e-02, eta: 3 days, 17:14:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.5396 2021-06-23 21:30:07,269 - mmaction - INFO - Epoch [104][1680/1879] lr: 6.200e-02, eta: 3 days, 17:13:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.4912 2021-06-23 21:30:52,060 - mmaction - INFO - Epoch [104][1700/1879] lr: 6.200e-02, eta: 3 days, 17:12:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7090, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.5097 2021-06-23 21:31:36,947 - mmaction - INFO - Epoch [104][1720/1879] lr: 6.200e-02, eta: 3 days, 17:11:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6914, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.5618 2021-06-23 21:32:21,680 - mmaction - INFO - Epoch [104][1740/1879] lr: 6.200e-02, eta: 3 days, 17:11:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4598, top5_acc: 0.6980, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.5590 2021-06-23 21:33:06,393 - mmaction - INFO - Epoch [104][1760/1879] lr: 6.200e-02, eta: 3 days, 17:10:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.6973, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.5342 2021-06-23 21:33:51,251 - mmaction - INFO - Epoch [104][1780/1879] lr: 6.200e-02, eta: 3 days, 17:09:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7008, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.5060 2021-06-23 21:34:36,113 - mmaction - INFO - Epoch [104][1800/1879] lr: 6.200e-02, eta: 3 days, 17:08:53, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6883, loss_cls: 2.4387, loss: 2.4387, grad_norm: 2.5709 2021-06-23 21:35:20,887 - mmaction - INFO - Epoch [104][1820/1879] lr: 6.200e-02, eta: 3 days, 17:08:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7105, loss_cls: 2.3435, loss: 2.3435, grad_norm: 2.5149 2021-06-23 21:36:05,612 - mmaction - INFO - Epoch [104][1840/1879] lr: 6.200e-02, eta: 3 days, 17:07:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.5290 2021-06-23 21:36:50,422 - mmaction - INFO - Epoch [104][1860/1879] lr: 6.200e-02, eta: 3 days, 17:06:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.6891, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.5286 2021-06-23 21:37:33,487 - mmaction - INFO - Saving checkpoint at 104 epochs 2021-06-23 21:39:05,397 - mmaction - INFO - Epoch [105][20/1879] lr: 6.065e-02, eta: 3 days, 17:05:13, time: 4.577, data_time: 2.275, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7113, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.5951 2021-06-23 21:39:50,230 - mmaction - INFO - Epoch [105][40/1879] lr: 6.065e-02, eta: 3 days, 17:04:28, time: 2.242, data_time: 0.004, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7090, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.6386 2021-06-23 21:40:35,096 - mmaction - INFO - Epoch [105][60/1879] lr: 6.065e-02, eta: 3 days, 17:03:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.7000, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.4980 2021-06-23 21:41:20,015 - mmaction - INFO - Epoch [105][80/1879] lr: 6.065e-02, eta: 3 days, 17:02:58, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3581, loss: 2.3581, grad_norm: 2.5990 2021-06-23 21:42:04,893 - mmaction - INFO - Epoch [105][100/1879] lr: 6.065e-02, eta: 3 days, 17:02:13, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7156, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.5721 2021-06-23 21:42:49,883 - mmaction - INFO - Epoch [105][120/1879] lr: 6.065e-02, eta: 3 days, 17:01:28, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7168, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.5925 2021-06-23 21:43:34,839 - mmaction - INFO - Epoch [105][140/1879] lr: 6.065e-02, eta: 3 days, 17:00:43, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4445, top5_acc: 0.6949, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.5802 2021-06-23 21:44:19,705 - mmaction - INFO - Epoch [105][160/1879] lr: 6.065e-02, eta: 3 days, 16:59:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7145, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.5711 2021-06-23 21:45:04,616 - mmaction - INFO - Epoch [105][180/1879] lr: 6.065e-02, eta: 3 days, 16:59:14, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7063, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.4945 2021-06-23 21:45:49,438 - mmaction - INFO - Epoch [105][200/1879] lr: 6.065e-02, eta: 3 days, 16:58:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.6165 2021-06-23 21:46:34,225 - mmaction - INFO - Epoch [105][220/1879] lr: 6.065e-02, eta: 3 days, 16:57:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.5966 2021-06-23 21:47:19,077 - mmaction - INFO - Epoch [105][240/1879] lr: 6.065e-02, eta: 3 days, 16:56:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7082, loss_cls: 2.3556, loss: 2.3556, grad_norm: 2.5152 2021-06-23 21:48:03,878 - mmaction - INFO - Epoch [105][260/1879] lr: 6.065e-02, eta: 3 days, 16:56:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7082, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.5478 2021-06-23 21:48:48,662 - mmaction - INFO - Epoch [105][280/1879] lr: 6.065e-02, eta: 3 days, 16:55:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3458, loss: 2.3458, grad_norm: 2.5726 2021-06-23 21:49:33,499 - mmaction - INFO - Epoch [105][300/1879] lr: 6.065e-02, eta: 3 days, 16:54:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6992, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.5930 2021-06-23 21:50:18,416 - mmaction - INFO - Epoch [105][320/1879] lr: 6.065e-02, eta: 3 days, 16:53:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.5158 2021-06-23 21:51:03,386 - mmaction - INFO - Epoch [105][340/1879] lr: 6.065e-02, eta: 3 days, 16:53:14, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6941, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.5184 2021-06-23 21:51:48,240 - mmaction - INFO - Epoch [105][360/1879] lr: 6.065e-02, eta: 3 days, 16:52:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7137, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.5427 2021-06-23 21:52:33,201 - mmaction - INFO - Epoch [105][380/1879] lr: 6.065e-02, eta: 3 days, 16:51:44, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.6992, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.5979 2021-06-23 21:53:18,123 - mmaction - INFO - Epoch [105][400/1879] lr: 6.065e-02, eta: 3 days, 16:50:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.5526 2021-06-23 21:54:02,968 - mmaction - INFO - Epoch [105][420/1879] lr: 6.065e-02, eta: 3 days, 16:50:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.5311 2021-06-23 21:54:47,730 - mmaction - INFO - Epoch [105][440/1879] lr: 6.065e-02, eta: 3 days, 16:49:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.7105, loss_cls: 2.3906, loss: 2.3906, grad_norm: 2.5231 2021-06-23 21:55:32,545 - mmaction - INFO - Epoch [105][460/1879] lr: 6.065e-02, eta: 3 days, 16:48:44, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4285, top5_acc: 0.6953, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.5284 2021-06-23 21:56:17,554 - mmaction - INFO - Epoch [105][480/1879] lr: 6.065e-02, eta: 3 days, 16:47:59, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7141, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.5362 2021-06-23 21:57:02,328 - mmaction - INFO - Epoch [105][500/1879] lr: 6.065e-02, eta: 3 days, 16:47:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.5337 2021-06-23 21:57:47,072 - mmaction - INFO - Epoch [105][520/1879] lr: 6.065e-02, eta: 3 days, 16:46:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.5916 2021-06-23 21:58:31,836 - mmaction - INFO - Epoch [105][540/1879] lr: 6.065e-02, eta: 3 days, 16:45:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3713, loss: 2.3713, grad_norm: 2.5945 2021-06-23 21:59:16,520 - mmaction - INFO - Epoch [105][560/1879] lr: 6.065e-02, eta: 3 days, 16:44:59, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7129, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.5853 2021-06-23 22:00:01,161 - mmaction - INFO - Epoch [105][580/1879] lr: 6.065e-02, eta: 3 days, 16:44:14, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.6945, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.5441 2021-06-23 22:00:46,020 - mmaction - INFO - Epoch [105][600/1879] lr: 6.065e-02, eta: 3 days, 16:43:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7047, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.5428 2021-06-23 22:01:30,770 - mmaction - INFO - Epoch [105][620/1879] lr: 6.065e-02, eta: 3 days, 16:42:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7109, loss_cls: 2.3286, loss: 2.3286, grad_norm: 2.5783 2021-06-23 22:02:15,518 - mmaction - INFO - Epoch [105][640/1879] lr: 6.065e-02, eta: 3 days, 16:41:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7152, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.5409 2021-06-23 22:03:00,344 - mmaction - INFO - Epoch [105][660/1879] lr: 6.065e-02, eta: 3 days, 16:41:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7023, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.5955 2021-06-23 22:03:45,329 - mmaction - INFO - Epoch [105][680/1879] lr: 6.065e-02, eta: 3 days, 16:40:29, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6988, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.5787 2021-06-23 22:04:30,148 - mmaction - INFO - Epoch [105][700/1879] lr: 6.065e-02, eta: 3 days, 16:39:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.7059, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.6355 2021-06-23 22:05:14,864 - mmaction - INFO - Epoch [105][720/1879] lr: 6.065e-02, eta: 3 days, 16:38:59, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3669, loss: 2.3669, grad_norm: 2.5373 2021-06-23 22:05:59,669 - mmaction - INFO - Epoch [105][740/1879] lr: 6.065e-02, eta: 3 days, 16:38:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7129, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.5216 2021-06-23 22:06:44,461 - mmaction - INFO - Epoch [105][760/1879] lr: 6.065e-02, eta: 3 days, 16:37:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7152, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.7096 2021-06-23 22:07:29,337 - mmaction - INFO - Epoch [105][780/1879] lr: 6.065e-02, eta: 3 days, 16:36:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4352, top5_acc: 0.7004, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.6116 2021-06-23 22:08:14,277 - mmaction - INFO - Epoch [105][800/1879] lr: 6.065e-02, eta: 3 days, 16:35:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6961, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.5606 2021-06-23 22:08:58,986 - mmaction - INFO - Epoch [105][820/1879] lr: 6.065e-02, eta: 3 days, 16:35:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.5584 2021-06-23 22:09:43,905 - mmaction - INFO - Epoch [105][840/1879] lr: 6.065e-02, eta: 3 days, 16:34:29, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7035, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.5880 2021-06-23 22:10:28,630 - mmaction - INFO - Epoch [105][860/1879] lr: 6.065e-02, eta: 3 days, 16:33:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.5757 2021-06-23 22:11:13,344 - mmaction - INFO - Epoch [105][880/1879] lr: 6.065e-02, eta: 3 days, 16:32:59, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7289, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.5756 2021-06-23 22:11:58,034 - mmaction - INFO - Epoch [105][900/1879] lr: 6.065e-02, eta: 3 days, 16:32:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7035, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.6837 2021-06-23 22:12:42,951 - mmaction - INFO - Epoch [105][920/1879] lr: 6.065e-02, eta: 3 days, 16:31:29, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.7043, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.5901 2021-06-23 22:13:27,782 - mmaction - INFO - Epoch [105][940/1879] lr: 6.065e-02, eta: 3 days, 16:30:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7207, loss_cls: 2.3008, loss: 2.3008, grad_norm: 2.5295 2021-06-23 22:14:12,519 - mmaction - INFO - Epoch [105][960/1879] lr: 6.065e-02, eta: 3 days, 16:29:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.6930, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.6449 2021-06-23 22:14:57,311 - mmaction - INFO - Epoch [105][980/1879] lr: 6.065e-02, eta: 3 days, 16:29:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7066, loss_cls: 2.3563, loss: 2.3563, grad_norm: 2.5986 2021-06-23 22:15:42,058 - mmaction - INFO - Epoch [105][1000/1879] lr: 6.065e-02, eta: 3 days, 16:28:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7090, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.5507 2021-06-23 22:16:26,855 - mmaction - INFO - Epoch [105][1020/1879] lr: 6.065e-02, eta: 3 days, 16:27:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7129, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.6068 2021-06-23 22:17:11,829 - mmaction - INFO - Epoch [105][1040/1879] lr: 6.065e-02, eta: 3 days, 16:26:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7035, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.5804 2021-06-23 22:17:56,736 - mmaction - INFO - Epoch [105][1060/1879] lr: 6.065e-02, eta: 3 days, 16:26:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.5990 2021-06-23 22:18:41,496 - mmaction - INFO - Epoch [105][1080/1879] lr: 6.065e-02, eta: 3 days, 16:25:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6996, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.5829 2021-06-23 22:19:26,227 - mmaction - INFO - Epoch [105][1100/1879] lr: 6.065e-02, eta: 3 days, 16:24:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7078, loss_cls: 2.4000, loss: 2.4000, grad_norm: 2.4773 2021-06-23 22:20:11,025 - mmaction - INFO - Epoch [105][1120/1879] lr: 6.065e-02, eta: 3 days, 16:23:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7102, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.5358 2021-06-23 22:20:55,833 - mmaction - INFO - Epoch [105][1140/1879] lr: 6.065e-02, eta: 3 days, 16:23:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7078, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.6793 2021-06-23 22:21:40,545 - mmaction - INFO - Epoch [105][1160/1879] lr: 6.065e-02, eta: 3 days, 16:22:29, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7039, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.6034 2021-06-23 22:22:25,361 - mmaction - INFO - Epoch [105][1180/1879] lr: 6.065e-02, eta: 3 days, 16:21:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7109, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.5986 2021-06-23 22:23:10,136 - mmaction - INFO - Epoch [105][1200/1879] lr: 6.065e-02, eta: 3 days, 16:20:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4215, top5_acc: 0.6848, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.6077 2021-06-23 22:23:54,895 - mmaction - INFO - Epoch [105][1220/1879] lr: 6.065e-02, eta: 3 days, 16:20:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7063, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.5950 2021-06-23 22:24:39,720 - mmaction - INFO - Epoch [105][1240/1879] lr: 6.065e-02, eta: 3 days, 16:19:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.5389 2021-06-23 22:25:24,385 - mmaction - INFO - Epoch [105][1260/1879] lr: 6.065e-02, eta: 3 days, 16:18:43, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4387, top5_acc: 0.6750, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.5722 2021-06-23 22:26:09,197 - mmaction - INFO - Epoch [105][1280/1879] lr: 6.065e-02, eta: 3 days, 16:17:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.6005 2021-06-23 22:26:54,056 - mmaction - INFO - Epoch [105][1300/1879] lr: 6.065e-02, eta: 3 days, 16:17:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6988, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.6608 2021-06-23 22:27:38,915 - mmaction - INFO - Epoch [105][1320/1879] lr: 6.065e-02, eta: 3 days, 16:16:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7016, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.5826 2021-06-23 22:28:23,805 - mmaction - INFO - Epoch [105][1340/1879] lr: 6.065e-02, eta: 3 days, 16:15:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7117, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.5330 2021-06-23 22:29:08,619 - mmaction - INFO - Epoch [105][1360/1879] lr: 6.065e-02, eta: 3 days, 16:14:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7258, loss_cls: 2.2955, loss: 2.2955, grad_norm: 2.5742 2021-06-23 22:29:53,484 - mmaction - INFO - Epoch [105][1380/1879] lr: 6.065e-02, eta: 3 days, 16:14:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7059, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.5862 2021-06-23 22:30:38,296 - mmaction - INFO - Epoch [105][1400/1879] lr: 6.065e-02, eta: 3 days, 16:13:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.6185 2021-06-23 22:31:23,068 - mmaction - INFO - Epoch [105][1420/1879] lr: 6.065e-02, eta: 3 days, 16:12:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7082, loss_cls: 2.3705, loss: 2.3705, grad_norm: 2.6779 2021-06-23 22:32:07,836 - mmaction - INFO - Epoch [105][1440/1879] lr: 6.065e-02, eta: 3 days, 16:11:58, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4355, top5_acc: 0.6797, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.5775 2021-06-23 22:32:52,623 - mmaction - INFO - Epoch [105][1460/1879] lr: 6.065e-02, eta: 3 days, 16:11:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7016, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.6319 2021-06-23 22:33:37,482 - mmaction - INFO - Epoch [105][1480/1879] lr: 6.065e-02, eta: 3 days, 16:10:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7051, loss_cls: 2.3646, loss: 2.3646, grad_norm: 2.5728 2021-06-23 22:34:22,165 - mmaction - INFO - Epoch [105][1500/1879] lr: 6.065e-02, eta: 3 days, 16:09:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7074, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.5293 2021-06-23 22:35:06,910 - mmaction - INFO - Epoch [105][1520/1879] lr: 6.065e-02, eta: 3 days, 16:08:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.6973, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.6507 2021-06-23 22:35:51,612 - mmaction - INFO - Epoch [105][1540/1879] lr: 6.065e-02, eta: 3 days, 16:08:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.4182, loss: 2.4182, grad_norm: 2.4981 2021-06-23 22:36:36,423 - mmaction - INFO - Epoch [105][1560/1879] lr: 6.065e-02, eta: 3 days, 16:07:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7098, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.5279 2021-06-23 22:37:21,209 - mmaction - INFO - Epoch [105][1580/1879] lr: 6.065e-02, eta: 3 days, 16:06:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6922, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.5756 2021-06-23 22:38:05,976 - mmaction - INFO - Epoch [105][1600/1879] lr: 6.065e-02, eta: 3 days, 16:05:58, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6977, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.8250 2021-06-23 22:38:50,706 - mmaction - INFO - Epoch [105][1620/1879] lr: 6.065e-02, eta: 3 days, 16:05:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7109, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.6271 2021-06-23 22:39:35,434 - mmaction - INFO - Epoch [105][1640/1879] lr: 6.065e-02, eta: 3 days, 16:04:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4383, top5_acc: 0.6887, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.5058 2021-06-23 22:40:20,319 - mmaction - INFO - Epoch [105][1660/1879] lr: 6.065e-02, eta: 3 days, 16:03:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7090, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.5812 2021-06-23 22:41:05,108 - mmaction - INFO - Epoch [105][1680/1879] lr: 6.065e-02, eta: 3 days, 16:02:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7066, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.6022 2021-06-23 22:41:49,958 - mmaction - INFO - Epoch [105][1700/1879] lr: 6.065e-02, eta: 3 days, 16:02:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7020, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.5328 2021-06-23 22:42:34,728 - mmaction - INFO - Epoch [105][1720/1879] lr: 6.065e-02, eta: 3 days, 16:01:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7035, loss_cls: 2.4341, loss: 2.4341, grad_norm: 2.5574 2021-06-23 22:43:19,610 - mmaction - INFO - Epoch [105][1740/1879] lr: 6.065e-02, eta: 3 days, 16:00:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4371, top5_acc: 0.7059, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.6864 2021-06-23 22:44:04,391 - mmaction - INFO - Epoch [105][1760/1879] lr: 6.065e-02, eta: 3 days, 15:59:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4340, top5_acc: 0.6840, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.5818 2021-06-23 22:44:49,062 - mmaction - INFO - Epoch [105][1780/1879] lr: 6.065e-02, eta: 3 days, 15:59:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.6992, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.6044 2021-06-23 22:45:33,817 - mmaction - INFO - Epoch [105][1800/1879] lr: 6.065e-02, eta: 3 days, 15:58:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7035, loss_cls: 2.3770, loss: 2.3770, grad_norm: 2.5819 2021-06-23 22:46:18,492 - mmaction - INFO - Epoch [105][1820/1879] lr: 6.065e-02, eta: 3 days, 15:57:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.5840 2021-06-23 22:47:03,186 - mmaction - INFO - Epoch [105][1840/1879] lr: 6.065e-02, eta: 3 days, 15:56:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.6977, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.5828 2021-06-23 22:47:47,881 - mmaction - INFO - Epoch [105][1860/1879] lr: 6.065e-02, eta: 3 days, 15:56:13, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.5362 2021-06-23 22:48:31,129 - mmaction - INFO - Saving checkpoint at 105 epochs 2021-06-23 22:50:03,159 - mmaction - INFO - Epoch [106][20/1879] lr: 5.929e-02, eta: 3 days, 15:54:48, time: 4.590, data_time: 2.308, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.5924 2021-06-23 22:50:48,095 - mmaction - INFO - Epoch [106][40/1879] lr: 5.929e-02, eta: 3 days, 15:54:03, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7074, loss_cls: 2.3774, loss: 2.3774, grad_norm: 2.5985 2021-06-23 22:51:32,995 - mmaction - INFO - Epoch [106][60/1879] lr: 5.929e-02, eta: 3 days, 15:53:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7113, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.4779 2021-06-23 22:52:17,953 - mmaction - INFO - Epoch [106][80/1879] lr: 5.929e-02, eta: 3 days, 15:52:33, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.5963 2021-06-23 22:53:02,899 - mmaction - INFO - Epoch [106][100/1879] lr: 5.929e-02, eta: 3 days, 15:51:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7254, loss_cls: 2.2961, loss: 2.2961, grad_norm: 2.5783 2021-06-23 22:53:47,845 - mmaction - INFO - Epoch [106][120/1879] lr: 5.929e-02, eta: 3 days, 15:51:04, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7070, loss_cls: 2.3823, loss: 2.3823, grad_norm: 2.6738 2021-06-23 22:54:32,809 - mmaction - INFO - Epoch [106][140/1879] lr: 5.929e-02, eta: 3 days, 15:50:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7020, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.5630 2021-06-23 22:55:17,633 - mmaction - INFO - Epoch [106][160/1879] lr: 5.929e-02, eta: 3 days, 15:49:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7043, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.7125 2021-06-23 22:56:02,589 - mmaction - INFO - Epoch [106][180/1879] lr: 5.929e-02, eta: 3 days, 15:48:49, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.5803 2021-06-23 22:56:47,536 - mmaction - INFO - Epoch [106][200/1879] lr: 5.929e-02, eta: 3 days, 15:48:04, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7012, loss_cls: 2.3541, loss: 2.3541, grad_norm: 2.6004 2021-06-23 22:57:32,484 - mmaction - INFO - Epoch [106][220/1879] lr: 5.929e-02, eta: 3 days, 15:47:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7180, loss_cls: 2.3141, loss: 2.3141, grad_norm: 2.6026 2021-06-23 22:58:17,382 - mmaction - INFO - Epoch [106][240/1879] lr: 5.929e-02, eta: 3 days, 15:46:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7191, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.5312 2021-06-23 22:59:02,215 - mmaction - INFO - Epoch [106][260/1879] lr: 5.929e-02, eta: 3 days, 15:45:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7227, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.6195 2021-06-23 22:59:47,072 - mmaction - INFO - Epoch [106][280/1879] lr: 5.929e-02, eta: 3 days, 15:45:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7094, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.6136 2021-06-23 23:00:32,031 - mmaction - INFO - Epoch [106][300/1879] lr: 5.929e-02, eta: 3 days, 15:44:19, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.5585 2021-06-23 23:01:16,828 - mmaction - INFO - Epoch [106][320/1879] lr: 5.929e-02, eta: 3 days, 15:43:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7000, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.7031 2021-06-23 23:02:01,728 - mmaction - INFO - Epoch [106][340/1879] lr: 5.929e-02, eta: 3 days, 15:42:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.5969 2021-06-23 23:02:46,580 - mmaction - INFO - Epoch [106][360/1879] lr: 5.929e-02, eta: 3 days, 15:42:04, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7004, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.5730 2021-06-23 23:03:31,472 - mmaction - INFO - Epoch [106][380/1879] lr: 5.929e-02, eta: 3 days, 15:41:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.5929 2021-06-23 23:04:16,285 - mmaction - INFO - Epoch [106][400/1879] lr: 5.929e-02, eta: 3 days, 15:40:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7109, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.5852 2021-06-23 23:05:01,123 - mmaction - INFO - Epoch [106][420/1879] lr: 5.929e-02, eta: 3 days, 15:39:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.5570 2021-06-23 23:05:45,980 - mmaction - INFO - Epoch [106][440/1879] lr: 5.929e-02, eta: 3 days, 15:39:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7156, loss_cls: 2.3288, loss: 2.3288, grad_norm: 2.5541 2021-06-23 23:06:30,895 - mmaction - INFO - Epoch [106][460/1879] lr: 5.929e-02, eta: 3 days, 15:38:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7188, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.7126 2021-06-23 23:07:15,952 - mmaction - INFO - Epoch [106][480/1879] lr: 5.929e-02, eta: 3 days, 15:37:35, time: 2.253, data_time: 0.000, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7070, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.5181 2021-06-23 23:08:00,871 - mmaction - INFO - Epoch [106][500/1879] lr: 5.929e-02, eta: 3 days, 15:36:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7199, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.5103 2021-06-23 23:08:45,713 - mmaction - INFO - Epoch [106][520/1879] lr: 5.929e-02, eta: 3 days, 15:36:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7102, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.5970 2021-06-23 23:09:30,601 - mmaction - INFO - Epoch [106][540/1879] lr: 5.929e-02, eta: 3 days, 15:35:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7160, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.6026 2021-06-23 23:10:15,399 - mmaction - INFO - Epoch [106][560/1879] lr: 5.929e-02, eta: 3 days, 15:34:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.5628 2021-06-23 23:11:00,247 - mmaction - INFO - Epoch [106][580/1879] lr: 5.929e-02, eta: 3 days, 15:33:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7180, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.5273 2021-06-23 23:11:45,176 - mmaction - INFO - Epoch [106][600/1879] lr: 5.929e-02, eta: 3 days, 15:33:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7020, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.5799 2021-06-23 23:12:30,009 - mmaction - INFO - Epoch [106][620/1879] lr: 5.929e-02, eta: 3 days, 15:32:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7297, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.5881 2021-06-23 23:13:14,858 - mmaction - INFO - Epoch [106][640/1879] lr: 5.929e-02, eta: 3 days, 15:31:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7012, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.5996 2021-06-23 23:13:59,647 - mmaction - INFO - Epoch [106][660/1879] lr: 5.929e-02, eta: 3 days, 15:30:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7160, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.5631 2021-06-23 23:14:44,529 - mmaction - INFO - Epoch [106][680/1879] lr: 5.929e-02, eta: 3 days, 15:30:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.7027, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.5877 2021-06-23 23:15:29,394 - mmaction - INFO - Epoch [106][700/1879] lr: 5.929e-02, eta: 3 days, 15:29:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7098, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.5806 2021-06-23 23:16:14,087 - mmaction - INFO - Epoch [106][720/1879] lr: 5.929e-02, eta: 3 days, 15:28:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7160, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.6806 2021-06-23 23:16:58,855 - mmaction - INFO - Epoch [106][740/1879] lr: 5.929e-02, eta: 3 days, 15:27:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6906, loss_cls: 2.4597, loss: 2.4597, grad_norm: 2.5701 2021-06-23 23:17:43,561 - mmaction - INFO - Epoch [106][760/1879] lr: 5.929e-02, eta: 3 days, 15:27:05, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.6953, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.5935 2021-06-23 23:18:28,367 - mmaction - INFO - Epoch [106][780/1879] lr: 5.929e-02, eta: 3 days, 15:26:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7051, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.5255 2021-06-23 23:19:13,304 - mmaction - INFO - Epoch [106][800/1879] lr: 5.929e-02, eta: 3 days, 15:25:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.7127 2021-06-23 23:19:58,054 - mmaction - INFO - Epoch [106][820/1879] lr: 5.929e-02, eta: 3 days, 15:24:50, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7066, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.6220 2021-06-23 23:20:42,823 - mmaction - INFO - Epoch [106][840/1879] lr: 5.929e-02, eta: 3 days, 15:24:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7098, loss_cls: 2.3050, loss: 2.3050, grad_norm: 2.5079 2021-06-23 23:21:27,679 - mmaction - INFO - Epoch [106][860/1879] lr: 5.929e-02, eta: 3 days, 15:23:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7082, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.6070 2021-06-23 23:22:12,484 - mmaction - INFO - Epoch [106][880/1879] lr: 5.929e-02, eta: 3 days, 15:22:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.5772 2021-06-23 23:22:57,353 - mmaction - INFO - Epoch [106][900/1879] lr: 5.929e-02, eta: 3 days, 15:21:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.6099 2021-06-23 23:23:42,123 - mmaction - INFO - Epoch [106][920/1879] lr: 5.929e-02, eta: 3 days, 15:21:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4410, top5_acc: 0.6934, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.5777 2021-06-23 23:24:26,969 - mmaction - INFO - Epoch [106][940/1879] lr: 5.929e-02, eta: 3 days, 15:20:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7164, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.5484 2021-06-23 23:25:11,661 - mmaction - INFO - Epoch [106][960/1879] lr: 5.929e-02, eta: 3 days, 15:19:35, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7047, loss_cls: 2.3998, loss: 2.3998, grad_norm: 2.5619 2021-06-23 23:25:56,585 - mmaction - INFO - Epoch [106][980/1879] lr: 5.929e-02, eta: 3 days, 15:18:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.7000, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.6046 2021-06-23 23:26:41,410 - mmaction - INFO - Epoch [106][1000/1879] lr: 5.929e-02, eta: 3 days, 15:18:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7145, loss_cls: 2.3449, loss: 2.3449, grad_norm: 2.6011 2021-06-23 23:27:26,161 - mmaction - INFO - Epoch [106][1020/1879] lr: 5.929e-02, eta: 3 days, 15:17:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7113, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.6082 2021-06-23 23:28:10,845 - mmaction - INFO - Epoch [106][1040/1879] lr: 5.929e-02, eta: 3 days, 15:16:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7102, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.6675 2021-06-23 23:28:55,723 - mmaction - INFO - Epoch [106][1060/1879] lr: 5.929e-02, eta: 3 days, 15:15:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7059, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.6559 2021-06-23 23:29:40,508 - mmaction - INFO - Epoch [106][1080/1879] lr: 5.929e-02, eta: 3 days, 15:15:05, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4590, top5_acc: 0.6906, loss_cls: 2.4048, loss: 2.4048, grad_norm: 2.6255 2021-06-23 23:30:25,230 - mmaction - INFO - Epoch [106][1100/1879] lr: 5.929e-02, eta: 3 days, 15:14:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4379, top5_acc: 0.6961, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.5352 2021-06-23 23:31:10,045 - mmaction - INFO - Epoch [106][1120/1879] lr: 5.929e-02, eta: 3 days, 15:13:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7051, loss_cls: 2.3732, loss: 2.3732, grad_norm: 2.6366 2021-06-23 23:31:54,875 - mmaction - INFO - Epoch [106][1140/1879] lr: 5.929e-02, eta: 3 days, 15:12:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.6063 2021-06-23 23:32:39,744 - mmaction - INFO - Epoch [106][1160/1879] lr: 5.929e-02, eta: 3 days, 15:12:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.5831 2021-06-23 23:33:24,608 - mmaction - INFO - Epoch [106][1180/1879] lr: 5.929e-02, eta: 3 days, 15:11:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3459, loss: 2.3459, grad_norm: 2.6044 2021-06-23 23:34:09,410 - mmaction - INFO - Epoch [106][1200/1879] lr: 5.929e-02, eta: 3 days, 15:10:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7012, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.6493 2021-06-23 23:34:54,298 - mmaction - INFO - Epoch [106][1220/1879] lr: 5.929e-02, eta: 3 days, 15:09:50, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.5701 2021-06-23 23:35:39,077 - mmaction - INFO - Epoch [106][1240/1879] lr: 5.929e-02, eta: 3 days, 15:09:05, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7008, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.5448 2021-06-23 23:36:23,792 - mmaction - INFO - Epoch [106][1260/1879] lr: 5.929e-02, eta: 3 days, 15:08:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7078, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.5426 2021-06-23 23:37:08,668 - mmaction - INFO - Epoch [106][1280/1879] lr: 5.929e-02, eta: 3 days, 15:07:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.5880 2021-06-23 23:37:53,534 - mmaction - INFO - Epoch [106][1300/1879] lr: 5.929e-02, eta: 3 days, 15:06:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7051, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.5576 2021-06-23 23:38:38,331 - mmaction - INFO - Epoch [106][1320/1879] lr: 5.929e-02, eta: 3 days, 15:06:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4480, top5_acc: 0.7102, loss_cls: 2.3990, loss: 2.3990, grad_norm: 2.6606 2021-06-23 23:39:23,308 - mmaction - INFO - Epoch [106][1340/1879] lr: 5.929e-02, eta: 3 days, 15:05:20, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7145, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.5952 2021-06-23 23:40:08,089 - mmaction - INFO - Epoch [106][1360/1879] lr: 5.929e-02, eta: 3 days, 15:04:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7035, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.6170 2021-06-23 23:40:52,872 - mmaction - INFO - Epoch [106][1380/1879] lr: 5.929e-02, eta: 3 days, 15:03:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7063, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.6326 2021-06-23 23:41:37,690 - mmaction - INFO - Epoch [106][1400/1879] lr: 5.929e-02, eta: 3 days, 15:03:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3478, loss: 2.3478, grad_norm: 2.5591 2021-06-23 23:42:22,464 - mmaction - INFO - Epoch [106][1420/1879] lr: 5.929e-02, eta: 3 days, 15:02:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.6996, loss_cls: 2.3633, loss: 2.3633, grad_norm: 2.6431 2021-06-23 23:43:07,340 - mmaction - INFO - Epoch [106][1440/1879] lr: 5.929e-02, eta: 3 days, 15:01:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3567, loss: 2.3567, grad_norm: 2.6241 2021-06-23 23:43:52,163 - mmaction - INFO - Epoch [106][1460/1879] lr: 5.929e-02, eta: 3 days, 15:00:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7109, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.6443 2021-06-23 23:44:36,909 - mmaction - INFO - Epoch [106][1480/1879] lr: 5.929e-02, eta: 3 days, 15:00:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4441, top5_acc: 0.7121, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.5943 2021-06-23 23:45:21,729 - mmaction - INFO - Epoch [106][1500/1879] lr: 5.929e-02, eta: 3 days, 14:59:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4297, top5_acc: 0.6848, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.5522 2021-06-23 23:46:06,547 - mmaction - INFO - Epoch [106][1520/1879] lr: 5.929e-02, eta: 3 days, 14:58:35, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7074, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.6170 2021-06-23 23:46:51,389 - mmaction - INFO - Epoch [106][1540/1879] lr: 5.929e-02, eta: 3 days, 14:57:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7090, loss_cls: 2.3788, loss: 2.3788, grad_norm: 2.6113 2021-06-23 23:47:36,207 - mmaction - INFO - Epoch [106][1560/1879] lr: 5.929e-02, eta: 3 days, 14:57:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7043, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.6645 2021-06-23 23:48:21,034 - mmaction - INFO - Epoch [106][1580/1879] lr: 5.929e-02, eta: 3 days, 14:56:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.5931 2021-06-23 23:49:05,919 - mmaction - INFO - Epoch [106][1600/1879] lr: 5.929e-02, eta: 3 days, 14:55:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.5625 2021-06-23 23:49:50,954 - mmaction - INFO - Epoch [106][1620/1879] lr: 5.929e-02, eta: 3 days, 14:54:50, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.6631 2021-06-23 23:50:35,823 - mmaction - INFO - Epoch [106][1640/1879] lr: 5.929e-02, eta: 3 days, 14:54:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7094, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.5895 2021-06-23 23:51:20,504 - mmaction - INFO - Epoch [106][1660/1879] lr: 5.929e-02, eta: 3 days, 14:53:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.6934, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.6004 2021-06-23 23:52:05,403 - mmaction - INFO - Epoch [106][1680/1879] lr: 5.929e-02, eta: 3 days, 14:52:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7105, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.6348 2021-06-23 23:52:50,184 - mmaction - INFO - Epoch [106][1700/1879] lr: 5.929e-02, eta: 3 days, 14:51:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7016, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.5270 2021-06-23 23:53:35,041 - mmaction - INFO - Epoch [106][1720/1879] lr: 5.929e-02, eta: 3 days, 14:51:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.5528 2021-06-23 23:54:19,790 - mmaction - INFO - Epoch [106][1740/1879] lr: 5.929e-02, eta: 3 days, 14:50:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7051, loss_cls: 2.3957, loss: 2.3957, grad_norm: 2.5800 2021-06-23 23:55:04,556 - mmaction - INFO - Epoch [106][1760/1879] lr: 5.929e-02, eta: 3 days, 14:49:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7105, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.5613 2021-06-23 23:55:49,361 - mmaction - INFO - Epoch [106][1780/1879] lr: 5.929e-02, eta: 3 days, 14:48:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7211, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.6591 2021-06-23 23:56:34,318 - mmaction - INFO - Epoch [106][1800/1879] lr: 5.929e-02, eta: 3 days, 14:48:05, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7117, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.5703 2021-06-23 23:57:19,052 - mmaction - INFO - Epoch [106][1820/1879] lr: 5.929e-02, eta: 3 days, 14:47:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7172, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.6189 2021-06-23 23:58:03,827 - mmaction - INFO - Epoch [106][1840/1879] lr: 5.929e-02, eta: 3 days, 14:46:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.5622 2021-06-23 23:58:48,649 - mmaction - INFO - Epoch [106][1860/1879] lr: 5.929e-02, eta: 3 days, 14:45:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7188, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.5826 2021-06-23 23:59:31,892 - mmaction - INFO - Saving checkpoint at 106 epochs 2021-06-24 00:01:17,389 - mmaction - INFO - Epoch [107][20/1879] lr: 5.795e-02, eta: 3 days, 14:44:35, time: 5.265, data_time: 3.013, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7102, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.5943 2021-06-24 00:02:02,370 - mmaction - INFO - Epoch [107][40/1879] lr: 5.795e-02, eta: 3 days, 14:43:50, time: 2.249, data_time: 0.007, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3276, loss: 2.3276, grad_norm: 2.5247 2021-06-24 00:02:47,173 - mmaction - INFO - Epoch [107][60/1879] lr: 5.795e-02, eta: 3 days, 14:43:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7043, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.5736 2021-06-24 00:03:32,122 - mmaction - INFO - Epoch [107][80/1879] lr: 5.795e-02, eta: 3 days, 14:42:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7230, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.5931 2021-06-24 00:04:16,989 - mmaction - INFO - Epoch [107][100/1879] lr: 5.795e-02, eta: 3 days, 14:41:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7059, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.5314 2021-06-24 00:05:01,774 - mmaction - INFO - Epoch [107][120/1879] lr: 5.795e-02, eta: 3 days, 14:40:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7129, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.6207 2021-06-24 00:05:46,567 - mmaction - INFO - Epoch [107][140/1879] lr: 5.795e-02, eta: 3 days, 14:40:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7129, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.5740 2021-06-24 00:06:31,468 - mmaction - INFO - Epoch [107][160/1879] lr: 5.795e-02, eta: 3 days, 14:39:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.5952 2021-06-24 00:07:16,420 - mmaction - INFO - Epoch [107][180/1879] lr: 5.795e-02, eta: 3 days, 14:38:35, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7125, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.5745 2021-06-24 00:08:01,199 - mmaction - INFO - Epoch [107][200/1879] lr: 5.795e-02, eta: 3 days, 14:37:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7094, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.5682 2021-06-24 00:08:46,037 - mmaction - INFO - Epoch [107][220/1879] lr: 5.795e-02, eta: 3 days, 14:37:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.6289 2021-06-24 00:09:30,823 - mmaction - INFO - Epoch [107][240/1879] lr: 5.795e-02, eta: 3 days, 14:36:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.3700, loss: 2.3700, grad_norm: 2.5895 2021-06-24 00:10:15,628 - mmaction - INFO - Epoch [107][260/1879] lr: 5.795e-02, eta: 3 days, 14:35:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7285, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.6417 2021-06-24 00:11:00,407 - mmaction - INFO - Epoch [107][280/1879] lr: 5.795e-02, eta: 3 days, 14:34:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7023, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.5605 2021-06-24 00:11:45,292 - mmaction - INFO - Epoch [107][300/1879] lr: 5.795e-02, eta: 3 days, 14:34:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7191, loss_cls: 2.2852, loss: 2.2852, grad_norm: 2.6316 2021-06-24 00:12:30,050 - mmaction - INFO - Epoch [107][320/1879] lr: 5.795e-02, eta: 3 days, 14:33:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7047, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.6407 2021-06-24 00:13:14,763 - mmaction - INFO - Epoch [107][340/1879] lr: 5.795e-02, eta: 3 days, 14:32:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4301, top5_acc: 0.7066, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.5971 2021-06-24 00:13:59,610 - mmaction - INFO - Epoch [107][360/1879] lr: 5.795e-02, eta: 3 days, 14:31:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7156, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.5674 2021-06-24 00:14:44,473 - mmaction - INFO - Epoch [107][380/1879] lr: 5.795e-02, eta: 3 days, 14:31:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.5716 2021-06-24 00:15:29,481 - mmaction - INFO - Epoch [107][400/1879] lr: 5.795e-02, eta: 3 days, 14:30:20, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7141, loss_cls: 2.3420, loss: 2.3420, grad_norm: 2.6477 2021-06-24 00:16:14,431 - mmaction - INFO - Epoch [107][420/1879] lr: 5.795e-02, eta: 3 days, 14:29:35, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7004, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.6307 2021-06-24 00:16:59,222 - mmaction - INFO - Epoch [107][440/1879] lr: 5.795e-02, eta: 3 days, 14:28:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7035, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.6374 2021-06-24 00:17:43,900 - mmaction - INFO - Epoch [107][460/1879] lr: 5.795e-02, eta: 3 days, 14:28:05, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.3247, loss: 2.3247, grad_norm: 2.5984 2021-06-24 00:18:28,737 - mmaction - INFO - Epoch [107][480/1879] lr: 5.795e-02, eta: 3 days, 14:27:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.6941, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.5939 2021-06-24 00:19:13,408 - mmaction - INFO - Epoch [107][500/1879] lr: 5.795e-02, eta: 3 days, 14:26:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7207, loss_cls: 2.3145, loss: 2.3145, grad_norm: 2.5533 2021-06-24 00:19:58,111 - mmaction - INFO - Epoch [107][520/1879] lr: 5.795e-02, eta: 3 days, 14:25:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7207, loss_cls: 2.3139, loss: 2.3139, grad_norm: 2.5642 2021-06-24 00:20:42,920 - mmaction - INFO - Epoch [107][540/1879] lr: 5.795e-02, eta: 3 days, 14:25:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7098, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.6874 2021-06-24 00:21:27,864 - mmaction - INFO - Epoch [107][560/1879] lr: 5.795e-02, eta: 3 days, 14:24:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6984, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.6309 2021-06-24 00:22:12,488 - mmaction - INFO - Epoch [107][580/1879] lr: 5.795e-02, eta: 3 days, 14:23:35, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7191, loss_cls: 2.3035, loss: 2.3035, grad_norm: 2.6063 2021-06-24 00:22:57,470 - mmaction - INFO - Epoch [107][600/1879] lr: 5.795e-02, eta: 3 days, 14:22:50, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7430, loss_cls: 2.2284, loss: 2.2284, grad_norm: 2.5964 2021-06-24 00:23:42,317 - mmaction - INFO - Epoch [107][620/1879] lr: 5.795e-02, eta: 3 days, 14:22:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7145, loss_cls: 2.3397, loss: 2.3397, grad_norm: 2.6898 2021-06-24 00:24:27,049 - mmaction - INFO - Epoch [107][640/1879] lr: 5.795e-02, eta: 3 days, 14:21:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.6565 2021-06-24 00:25:11,895 - mmaction - INFO - Epoch [107][660/1879] lr: 5.795e-02, eta: 3 days, 14:20:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7195, loss_cls: 2.2913, loss: 2.2913, grad_norm: 2.5773 2021-06-24 00:25:56,697 - mmaction - INFO - Epoch [107][680/1879] lr: 5.795e-02, eta: 3 days, 14:19:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7082, loss_cls: 2.3446, loss: 2.3446, grad_norm: 2.5949 2021-06-24 00:26:41,429 - mmaction - INFO - Epoch [107][700/1879] lr: 5.795e-02, eta: 3 days, 14:19:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7137, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.6480 2021-06-24 00:27:26,176 - mmaction - INFO - Epoch [107][720/1879] lr: 5.795e-02, eta: 3 days, 14:18:20, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7184, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.6232 2021-06-24 00:28:10,962 - mmaction - INFO - Epoch [107][740/1879] lr: 5.795e-02, eta: 3 days, 14:17:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7113, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.5768 2021-06-24 00:28:55,658 - mmaction - INFO - Epoch [107][760/1879] lr: 5.795e-02, eta: 3 days, 14:16:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3258, loss: 2.3258, grad_norm: 2.5555 2021-06-24 00:29:40,403 - mmaction - INFO - Epoch [107][780/1879] lr: 5.795e-02, eta: 3 days, 14:16:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7227, loss_cls: 2.2897, loss: 2.2897, grad_norm: 2.6625 2021-06-24 00:30:25,292 - mmaction - INFO - Epoch [107][800/1879] lr: 5.795e-02, eta: 3 days, 14:15:20, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7141, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.6371 2021-06-24 00:31:10,062 - mmaction - INFO - Epoch [107][820/1879] lr: 5.795e-02, eta: 3 days, 14:14:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.5789 2021-06-24 00:31:54,906 - mmaction - INFO - Epoch [107][840/1879] lr: 5.795e-02, eta: 3 days, 14:13:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7238, loss_cls: 2.2798, loss: 2.2798, grad_norm: 2.5229 2021-06-24 00:32:39,728 - mmaction - INFO - Epoch [107][860/1879] lr: 5.795e-02, eta: 3 days, 14:13:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7023, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.5961 2021-06-24 00:33:24,538 - mmaction - INFO - Epoch [107][880/1879] lr: 5.795e-02, eta: 3 days, 14:12:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.6704 2021-06-24 00:34:09,357 - mmaction - INFO - Epoch [107][900/1879] lr: 5.795e-02, eta: 3 days, 14:11:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.6980, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.5997 2021-06-24 00:34:54,068 - mmaction - INFO - Epoch [107][920/1879] lr: 5.795e-02, eta: 3 days, 14:10:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7113, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.5846 2021-06-24 00:35:38,899 - mmaction - INFO - Epoch [107][940/1879] lr: 5.795e-02, eta: 3 days, 14:10:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4621, top5_acc: 0.6937, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.6078 2021-06-24 00:36:23,801 - mmaction - INFO - Epoch [107][960/1879] lr: 5.795e-02, eta: 3 days, 14:09:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7004, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.6670 2021-06-24 00:37:08,602 - mmaction - INFO - Epoch [107][980/1879] lr: 5.795e-02, eta: 3 days, 14:08:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.6996, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.5927 2021-06-24 00:37:53,433 - mmaction - INFO - Epoch [107][1000/1879] lr: 5.795e-02, eta: 3 days, 14:07:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7043, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.6017 2021-06-24 00:38:38,249 - mmaction - INFO - Epoch [107][1020/1879] lr: 5.795e-02, eta: 3 days, 14:07:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7059, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.6377 2021-06-24 00:39:23,008 - mmaction - INFO - Epoch [107][1040/1879] lr: 5.795e-02, eta: 3 days, 14:06:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.6208 2021-06-24 00:40:07,854 - mmaction - INFO - Epoch [107][1060/1879] lr: 5.795e-02, eta: 3 days, 14:05:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7145, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.6082 2021-06-24 00:40:52,715 - mmaction - INFO - Epoch [107][1080/1879] lr: 5.795e-02, eta: 3 days, 14:04:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.6953, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.6020 2021-06-24 00:41:37,543 - mmaction - INFO - Epoch [107][1100/1879] lr: 5.795e-02, eta: 3 days, 14:04:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7133, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.6091 2021-06-24 00:42:22,472 - mmaction - INFO - Epoch [107][1120/1879] lr: 5.795e-02, eta: 3 days, 14:03:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7090, loss_cls: 2.3682, loss: 2.3682, grad_norm: 2.6740 2021-06-24 00:43:07,389 - mmaction - INFO - Epoch [107][1140/1879] lr: 5.795e-02, eta: 3 days, 14:02:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.6600 2021-06-24 00:43:52,083 - mmaction - INFO - Epoch [107][1160/1879] lr: 5.795e-02, eta: 3 days, 14:01:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7063, loss_cls: 2.3929, loss: 2.3929, grad_norm: 2.6448 2021-06-24 00:44:36,828 - mmaction - INFO - Epoch [107][1180/1879] lr: 5.795e-02, eta: 3 days, 14:01:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2778, loss: 2.2778, grad_norm: 2.6466 2021-06-24 00:45:21,664 - mmaction - INFO - Epoch [107][1200/1879] lr: 5.795e-02, eta: 3 days, 14:00:20, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7102, loss_cls: 2.4025, loss: 2.4025, grad_norm: 2.6718 2021-06-24 00:46:06,473 - mmaction - INFO - Epoch [107][1220/1879] lr: 5.795e-02, eta: 3 days, 13:59:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7016, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.6012 2021-06-24 00:46:51,306 - mmaction - INFO - Epoch [107][1240/1879] lr: 5.795e-02, eta: 3 days, 13:58:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7230, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.6483 2021-06-24 00:47:36,069 - mmaction - INFO - Epoch [107][1260/1879] lr: 5.795e-02, eta: 3 days, 13:58:05, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7078, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.6581 2021-06-24 00:48:20,812 - mmaction - INFO - Epoch [107][1280/1879] lr: 5.795e-02, eta: 3 days, 13:57:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.6006 2021-06-24 00:49:05,566 - mmaction - INFO - Epoch [107][1300/1879] lr: 5.795e-02, eta: 3 days, 13:56:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7059, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.5841 2021-06-24 00:49:50,358 - mmaction - INFO - Epoch [107][1320/1879] lr: 5.795e-02, eta: 3 days, 13:55:50, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7129, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.5962 2021-06-24 00:50:35,175 - mmaction - INFO - Epoch [107][1340/1879] lr: 5.795e-02, eta: 3 days, 13:55:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7059, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.6649 2021-06-24 00:51:19,976 - mmaction - INFO - Epoch [107][1360/1879] lr: 5.795e-02, eta: 3 days, 13:54:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7086, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.6033 2021-06-24 00:52:04,850 - mmaction - INFO - Epoch [107][1380/1879] lr: 5.795e-02, eta: 3 days, 13:53:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.6513 2021-06-24 00:52:49,668 - mmaction - INFO - Epoch [107][1400/1879] lr: 5.795e-02, eta: 3 days, 13:52:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7152, loss_cls: 2.3554, loss: 2.3554, grad_norm: 2.5783 2021-06-24 00:53:34,542 - mmaction - INFO - Epoch [107][1420/1879] lr: 5.795e-02, eta: 3 days, 13:52:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.5639 2021-06-24 00:54:19,438 - mmaction - INFO - Epoch [107][1440/1879] lr: 5.795e-02, eta: 3 days, 13:51:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7063, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.7079 2021-06-24 00:55:04,219 - mmaction - INFO - Epoch [107][1460/1879] lr: 5.795e-02, eta: 3 days, 13:50:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.6473 2021-06-24 00:55:48,996 - mmaction - INFO - Epoch [107][1480/1879] lr: 5.795e-02, eta: 3 days, 13:49:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7074, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.6016 2021-06-24 00:56:33,784 - mmaction - INFO - Epoch [107][1500/1879] lr: 5.795e-02, eta: 3 days, 13:49:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7066, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.6512 2021-06-24 00:57:18,620 - mmaction - INFO - Epoch [107][1520/1879] lr: 5.795e-02, eta: 3 days, 13:48:20, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6980, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.6619 2021-06-24 00:58:03,448 - mmaction - INFO - Epoch [107][1540/1879] lr: 5.795e-02, eta: 3 days, 13:47:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7043, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.6172 2021-06-24 00:58:48,290 - mmaction - INFO - Epoch [107][1560/1879] lr: 5.795e-02, eta: 3 days, 13:46:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7055, loss_cls: 2.3650, loss: 2.3650, grad_norm: 2.5735 2021-06-24 00:59:33,201 - mmaction - INFO - Epoch [107][1580/1879] lr: 5.795e-02, eta: 3 days, 13:46:05, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7043, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.6234 2021-06-24 01:00:18,063 - mmaction - INFO - Epoch [107][1600/1879] lr: 5.795e-02, eta: 3 days, 13:45:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4535, top5_acc: 0.6941, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.6738 2021-06-24 01:01:02,740 - mmaction - INFO - Epoch [107][1620/1879] lr: 5.795e-02, eta: 3 days, 13:44:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7066, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.5937 2021-06-24 01:01:47,562 - mmaction - INFO - Epoch [107][1640/1879] lr: 5.795e-02, eta: 3 days, 13:43:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7109, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.5818 2021-06-24 01:02:32,415 - mmaction - INFO - Epoch [107][1660/1879] lr: 5.795e-02, eta: 3 days, 13:43:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7078, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.6501 2021-06-24 01:03:17,228 - mmaction - INFO - Epoch [107][1680/1879] lr: 5.795e-02, eta: 3 days, 13:42:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7137, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.5413 2021-06-24 01:04:02,032 - mmaction - INFO - Epoch [107][1700/1879] lr: 5.795e-02, eta: 3 days, 13:41:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7273, loss_cls: 2.2958, loss: 2.2958, grad_norm: 2.6176 2021-06-24 01:04:46,701 - mmaction - INFO - Epoch [107][1720/1879] lr: 5.795e-02, eta: 3 days, 13:40:50, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.6949, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.6149 2021-06-24 01:05:31,400 - mmaction - INFO - Epoch [107][1740/1879] lr: 5.795e-02, eta: 3 days, 13:40:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7066, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.6224 2021-06-24 01:06:16,314 - mmaction - INFO - Epoch [107][1760/1879] lr: 5.795e-02, eta: 3 days, 13:39:20, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7012, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.6324 2021-06-24 01:07:01,255 - mmaction - INFO - Epoch [107][1780/1879] lr: 5.795e-02, eta: 3 days, 13:38:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7035, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.6026 2021-06-24 01:07:46,071 - mmaction - INFO - Epoch [107][1800/1879] lr: 5.795e-02, eta: 3 days, 13:37:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.6937, loss_cls: 2.4377, loss: 2.4377, grad_norm: 2.5807 2021-06-24 01:08:30,808 - mmaction - INFO - Epoch [107][1820/1879] lr: 5.795e-02, eta: 3 days, 13:37:05, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7258, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.6108 2021-06-24 01:09:15,600 - mmaction - INFO - Epoch [107][1840/1879] lr: 5.795e-02, eta: 3 days, 13:36:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7191, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.5948 2021-06-24 01:10:00,452 - mmaction - INFO - Epoch [107][1860/1879] lr: 5.795e-02, eta: 3 days, 13:35:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7145, loss_cls: 2.3152, loss: 2.3152, grad_norm: 2.6075 2021-06-24 01:10:43,667 - mmaction - INFO - Saving checkpoint at 107 epochs 2021-06-24 01:12:15,857 - mmaction - INFO - Epoch [108][20/1879] lr: 5.661e-02, eta: 3 days, 13:34:10, time: 4.582, data_time: 2.307, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7082, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.6937 2021-06-24 01:13:00,856 - mmaction - INFO - Epoch [108][40/1879] lr: 5.661e-02, eta: 3 days, 13:33:26, time: 2.250, data_time: 0.003, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7223, loss_cls: 2.2435, loss: 2.2435, grad_norm: 2.6384 2021-06-24 01:13:45,757 - mmaction - INFO - Epoch [108][60/1879] lr: 5.661e-02, eta: 3 days, 13:32:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7203, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.6258 2021-06-24 01:14:30,631 - mmaction - INFO - Epoch [108][80/1879] lr: 5.661e-02, eta: 3 days, 13:31:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.6988, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.6373 2021-06-24 01:15:15,479 - mmaction - INFO - Epoch [108][100/1879] lr: 5.661e-02, eta: 3 days, 13:31:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7090, loss_cls: 2.3292, loss: 2.3292, grad_norm: 2.5285 2021-06-24 01:16:00,395 - mmaction - INFO - Epoch [108][120/1879] lr: 5.661e-02, eta: 3 days, 13:30:26, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7160, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.6776 2021-06-24 01:16:45,266 - mmaction - INFO - Epoch [108][140/1879] lr: 5.661e-02, eta: 3 days, 13:29:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7176, loss_cls: 2.3020, loss: 2.3020, grad_norm: 2.6560 2021-06-24 01:17:30,093 - mmaction - INFO - Epoch [108][160/1879] lr: 5.661e-02, eta: 3 days, 13:28:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7063, loss_cls: 2.3705, loss: 2.3705, grad_norm: 2.6557 2021-06-24 01:18:14,955 - mmaction - INFO - Epoch [108][180/1879] lr: 5.661e-02, eta: 3 days, 13:28:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7242, loss_cls: 2.3201, loss: 2.3201, grad_norm: 2.8557 2021-06-24 01:18:59,786 - mmaction - INFO - Epoch [108][200/1879] lr: 5.661e-02, eta: 3 days, 13:27:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7129, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.6555 2021-06-24 01:19:44,711 - mmaction - INFO - Epoch [108][220/1879] lr: 5.661e-02, eta: 3 days, 13:26:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.6821 2021-06-24 01:20:29,615 - mmaction - INFO - Epoch [108][240/1879] lr: 5.661e-02, eta: 3 days, 13:25:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.6002 2021-06-24 01:21:14,435 - mmaction - INFO - Epoch [108][260/1879] lr: 5.661e-02, eta: 3 days, 13:25:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7230, loss_cls: 2.2727, loss: 2.2727, grad_norm: 2.5842 2021-06-24 01:21:59,375 - mmaction - INFO - Epoch [108][280/1879] lr: 5.661e-02, eta: 3 days, 13:24:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7191, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.7426 2021-06-24 01:22:44,184 - mmaction - INFO - Epoch [108][300/1879] lr: 5.661e-02, eta: 3 days, 13:23:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7082, loss_cls: 2.3348, loss: 2.3348, grad_norm: 2.6504 2021-06-24 01:23:28,942 - mmaction - INFO - Epoch [108][320/1879] lr: 5.661e-02, eta: 3 days, 13:22:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.6812 2021-06-24 01:24:13,878 - mmaction - INFO - Epoch [108][340/1879] lr: 5.661e-02, eta: 3 days, 13:22:11, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7027, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.5675 2021-06-24 01:24:58,697 - mmaction - INFO - Epoch [108][360/1879] lr: 5.661e-02, eta: 3 days, 13:21:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7043, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.6286 2021-06-24 01:25:43,560 - mmaction - INFO - Epoch [108][380/1879] lr: 5.661e-02, eta: 3 days, 13:20:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3562, loss: 2.3562, grad_norm: 2.6161 2021-06-24 01:26:28,195 - mmaction - INFO - Epoch [108][400/1879] lr: 5.661e-02, eta: 3 days, 13:19:56, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7082, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.6767 2021-06-24 01:27:12,945 - mmaction - INFO - Epoch [108][420/1879] lr: 5.661e-02, eta: 3 days, 13:19:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7047, loss_cls: 2.4050, loss: 2.4050, grad_norm: 2.6586 2021-06-24 01:27:57,743 - mmaction - INFO - Epoch [108][440/1879] lr: 5.661e-02, eta: 3 days, 13:18:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7254, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.5646 2021-06-24 01:28:42,516 - mmaction - INFO - Epoch [108][460/1879] lr: 5.661e-02, eta: 3 days, 13:17:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.6789 2021-06-24 01:29:27,238 - mmaction - INFO - Epoch [108][480/1879] lr: 5.661e-02, eta: 3 days, 13:16:56, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7148, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.5752 2021-06-24 01:30:12,220 - mmaction - INFO - Epoch [108][500/1879] lr: 5.661e-02, eta: 3 days, 13:16:11, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7168, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.5458 2021-06-24 01:30:57,011 - mmaction - INFO - Epoch [108][520/1879] lr: 5.661e-02, eta: 3 days, 13:15:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7090, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.5929 2021-06-24 01:31:41,808 - mmaction - INFO - Epoch [108][540/1879] lr: 5.661e-02, eta: 3 days, 13:14:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7121, loss_cls: 2.3276, loss: 2.3276, grad_norm: 2.6774 2021-06-24 01:32:26,638 - mmaction - INFO - Epoch [108][560/1879] lr: 5.661e-02, eta: 3 days, 13:13:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7098, loss_cls: 2.3564, loss: 2.3564, grad_norm: 2.6504 2021-06-24 01:33:11,488 - mmaction - INFO - Epoch [108][580/1879] lr: 5.661e-02, eta: 3 days, 13:13:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7070, loss_cls: 2.3354, loss: 2.3354, grad_norm: 2.5373 2021-06-24 01:33:56,367 - mmaction - INFO - Epoch [108][600/1879] lr: 5.661e-02, eta: 3 days, 13:12:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7102, loss_cls: 2.3276, loss: 2.3276, grad_norm: 2.6783 2021-06-24 01:34:41,245 - mmaction - INFO - Epoch [108][620/1879] lr: 5.661e-02, eta: 3 days, 13:11:41, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7035, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.6604 2021-06-24 01:35:26,151 - mmaction - INFO - Epoch [108][640/1879] lr: 5.661e-02, eta: 3 days, 13:10:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.6308 2021-06-24 01:36:10,959 - mmaction - INFO - Epoch [108][660/1879] lr: 5.661e-02, eta: 3 days, 13:10:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7145, loss_cls: 2.3292, loss: 2.3292, grad_norm: 2.5752 2021-06-24 01:36:55,674 - mmaction - INFO - Epoch [108][680/1879] lr: 5.661e-02, eta: 3 days, 13:09:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2820, loss: 2.2820, grad_norm: 2.5793 2021-06-24 01:37:40,527 - mmaction - INFO - Epoch [108][700/1879] lr: 5.661e-02, eta: 3 days, 13:08:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.6432 2021-06-24 01:38:25,201 - mmaction - INFO - Epoch [108][720/1879] lr: 5.661e-02, eta: 3 days, 13:07:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.6970 2021-06-24 01:39:09,958 - mmaction - INFO - Epoch [108][740/1879] lr: 5.661e-02, eta: 3 days, 13:07:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7117, loss_cls: 2.3744, loss: 2.3744, grad_norm: 2.6533 2021-06-24 01:39:54,784 - mmaction - INFO - Epoch [108][760/1879] lr: 5.661e-02, eta: 3 days, 13:06:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7145, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.6071 2021-06-24 01:40:39,657 - mmaction - INFO - Epoch [108][780/1879] lr: 5.661e-02, eta: 3 days, 13:05:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7063, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.6181 2021-06-24 01:41:24,529 - mmaction - INFO - Epoch [108][800/1879] lr: 5.661e-02, eta: 3 days, 13:04:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4453, top5_acc: 0.7117, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.6797 2021-06-24 01:42:09,224 - mmaction - INFO - Epoch [108][820/1879] lr: 5.661e-02, eta: 3 days, 13:04:11, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7051, loss_cls: 2.3528, loss: 2.3528, grad_norm: 2.6220 2021-06-24 01:42:54,065 - mmaction - INFO - Epoch [108][840/1879] lr: 5.661e-02, eta: 3 days, 13:03:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7160, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.5697 2021-06-24 01:43:38,792 - mmaction - INFO - Epoch [108][860/1879] lr: 5.661e-02, eta: 3 days, 13:02:41, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.6209 2021-06-24 01:44:23,555 - mmaction - INFO - Epoch [108][880/1879] lr: 5.661e-02, eta: 3 days, 13:01:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.6957, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.6346 2021-06-24 01:45:08,433 - mmaction - INFO - Epoch [108][900/1879] lr: 5.661e-02, eta: 3 days, 13:01:11, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7012, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.6777 2021-06-24 01:45:53,213 - mmaction - INFO - Epoch [108][920/1879] lr: 5.661e-02, eta: 3 days, 13:00:26, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7078, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.6912 2021-06-24 01:46:38,011 - mmaction - INFO - Epoch [108][940/1879] lr: 5.661e-02, eta: 3 days, 12:59:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4465, top5_acc: 0.6996, loss_cls: 2.3809, loss: 2.3809, grad_norm: 2.6486 2021-06-24 01:47:22,843 - mmaction - INFO - Epoch [108][960/1879] lr: 5.661e-02, eta: 3 days, 12:58:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7211, loss_cls: 2.3099, loss: 2.3099, grad_norm: 2.6990 2021-06-24 01:48:07,633 - mmaction - INFO - Epoch [108][980/1879] lr: 5.661e-02, eta: 3 days, 12:58:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.6895, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.6984 2021-06-24 01:48:52,356 - mmaction - INFO - Epoch [108][1000/1879] lr: 5.661e-02, eta: 3 days, 12:57:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7199, loss_cls: 2.3121, loss: 2.3121, grad_norm: 2.5665 2021-06-24 01:49:37,224 - mmaction - INFO - Epoch [108][1020/1879] lr: 5.661e-02, eta: 3 days, 12:56:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7152, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.6027 2021-06-24 01:50:22,096 - mmaction - INFO - Epoch [108][1040/1879] lr: 5.661e-02, eta: 3 days, 12:55:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7047, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.6595 2021-06-24 01:51:06,992 - mmaction - INFO - Epoch [108][1060/1879] lr: 5.661e-02, eta: 3 days, 12:55:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7168, loss_cls: 2.3508, loss: 2.3508, grad_norm: 2.6276 2021-06-24 01:51:51,956 - mmaction - INFO - Epoch [108][1080/1879] lr: 5.661e-02, eta: 3 days, 12:54:26, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7219, loss_cls: 2.2855, loss: 2.2855, grad_norm: 2.6490 2021-06-24 01:52:36,855 - mmaction - INFO - Epoch [108][1100/1879] lr: 5.661e-02, eta: 3 days, 12:53:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7223, loss_cls: 2.3297, loss: 2.3297, grad_norm: 2.6248 2021-06-24 01:53:21,753 - mmaction - INFO - Epoch [108][1120/1879] lr: 5.661e-02, eta: 3 days, 12:52:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7055, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.6328 2021-06-24 01:54:06,585 - mmaction - INFO - Epoch [108][1140/1879] lr: 5.661e-02, eta: 3 days, 12:52:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7059, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.6107 2021-06-24 01:54:51,428 - mmaction - INFO - Epoch [108][1160/1879] lr: 5.661e-02, eta: 3 days, 12:51:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7160, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.6701 2021-06-24 01:55:36,313 - mmaction - INFO - Epoch [108][1180/1879] lr: 5.661e-02, eta: 3 days, 12:50:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7094, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.6235 2021-06-24 01:56:21,101 - mmaction - INFO - Epoch [108][1200/1879] lr: 5.661e-02, eta: 3 days, 12:49:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7145, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.6755 2021-06-24 01:57:05,862 - mmaction - INFO - Epoch [108][1220/1879] lr: 5.661e-02, eta: 3 days, 12:49:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7156, loss_cls: 2.3264, loss: 2.3264, grad_norm: 2.5983 2021-06-24 01:57:50,716 - mmaction - INFO - Epoch [108][1240/1879] lr: 5.661e-02, eta: 3 days, 12:48:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7027, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.6574 2021-06-24 01:58:35,462 - mmaction - INFO - Epoch [108][1260/1879] lr: 5.661e-02, eta: 3 days, 12:47:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7199, loss_cls: 2.3346, loss: 2.3346, grad_norm: 2.6137 2021-06-24 01:59:20,257 - mmaction - INFO - Epoch [108][1280/1879] lr: 5.661e-02, eta: 3 days, 12:46:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7152, loss_cls: 2.3295, loss: 2.3295, grad_norm: 2.5977 2021-06-24 02:00:05,067 - mmaction - INFO - Epoch [108][1300/1879] lr: 5.661e-02, eta: 3 days, 12:46:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.6855, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.6391 2021-06-24 02:00:49,726 - mmaction - INFO - Epoch [108][1320/1879] lr: 5.661e-02, eta: 3 days, 12:45:26, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2695, loss: 2.2695, grad_norm: 2.6337 2021-06-24 02:01:34,521 - mmaction - INFO - Epoch [108][1340/1879] lr: 5.661e-02, eta: 3 days, 12:44:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7141, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.5856 2021-06-24 02:02:19,191 - mmaction - INFO - Epoch [108][1360/1879] lr: 5.661e-02, eta: 3 days, 12:43:56, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4598, top5_acc: 0.6980, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.6331 2021-06-24 02:03:04,120 - mmaction - INFO - Epoch [108][1380/1879] lr: 5.661e-02, eta: 3 days, 12:43:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.6291 2021-06-24 02:03:48,816 - mmaction - INFO - Epoch [108][1400/1879] lr: 5.661e-02, eta: 3 days, 12:42:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7129, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.6194 2021-06-24 02:04:33,551 - mmaction - INFO - Epoch [108][1420/1879] lr: 5.661e-02, eta: 3 days, 12:41:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7105, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.6424 2021-06-24 02:05:18,395 - mmaction - INFO - Epoch [108][1440/1879] lr: 5.661e-02, eta: 3 days, 12:40:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7020, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.7586 2021-06-24 02:06:03,312 - mmaction - INFO - Epoch [108][1460/1879] lr: 5.661e-02, eta: 3 days, 12:40:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4539, top5_acc: 0.6949, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.6379 2021-06-24 02:06:47,999 - mmaction - INFO - Epoch [108][1480/1879] lr: 5.661e-02, eta: 3 days, 12:39:26, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7199, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.6888 2021-06-24 02:07:32,781 - mmaction - INFO - Epoch [108][1500/1879] lr: 5.661e-02, eta: 3 days, 12:38:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7238, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.7107 2021-06-24 02:08:17,632 - mmaction - INFO - Epoch [108][1520/1879] lr: 5.661e-02, eta: 3 days, 12:37:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7094, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.6378 2021-06-24 02:09:02,486 - mmaction - INFO - Epoch [108][1540/1879] lr: 5.661e-02, eta: 3 days, 12:37:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7109, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.6497 2021-06-24 02:09:47,389 - mmaction - INFO - Epoch [108][1560/1879] lr: 5.661e-02, eta: 3 days, 12:36:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4363, top5_acc: 0.7133, loss_cls: 2.3982, loss: 2.3982, grad_norm: 2.6905 2021-06-24 02:10:32,217 - mmaction - INFO - Epoch [108][1580/1879] lr: 5.661e-02, eta: 3 days, 12:35:41, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7023, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.6530 2021-06-24 02:11:16,966 - mmaction - INFO - Epoch [108][1600/1879] lr: 5.661e-02, eta: 3 days, 12:34:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3813, loss: 2.3813, grad_norm: 2.6792 2021-06-24 02:12:01,729 - mmaction - INFO - Epoch [108][1620/1879] lr: 5.661e-02, eta: 3 days, 12:34:11, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7082, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.7055 2021-06-24 02:12:46,519 - mmaction - INFO - Epoch [108][1640/1879] lr: 5.661e-02, eta: 3 days, 12:33:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4496, top5_acc: 0.7016, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.6574 2021-06-24 02:13:31,251 - mmaction - INFO - Epoch [108][1660/1879] lr: 5.661e-02, eta: 3 days, 12:32:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7043, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.6536 2021-06-24 02:14:16,010 - mmaction - INFO - Epoch [108][1680/1879] lr: 5.661e-02, eta: 3 days, 12:31:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.6192 2021-06-24 02:15:00,879 - mmaction - INFO - Epoch [108][1700/1879] lr: 5.661e-02, eta: 3 days, 12:31:11, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7160, loss_cls: 2.3172, loss: 2.3172, grad_norm: 2.6278 2021-06-24 02:15:45,588 - mmaction - INFO - Epoch [108][1720/1879] lr: 5.661e-02, eta: 3 days, 12:30:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.6973, loss_cls: 2.4232, loss: 2.4232, grad_norm: 2.6354 2021-06-24 02:16:30,515 - mmaction - INFO - Epoch [108][1740/1879] lr: 5.661e-02, eta: 3 days, 12:29:41, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7391, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.6491 2021-06-24 02:17:15,327 - mmaction - INFO - Epoch [108][1760/1879] lr: 5.661e-02, eta: 3 days, 12:28:56, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7082, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.7091 2021-06-24 02:18:00,061 - mmaction - INFO - Epoch [108][1780/1879] lr: 5.661e-02, eta: 3 days, 12:28:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4527, top5_acc: 0.6977, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.6504 2021-06-24 02:18:45,039 - mmaction - INFO - Epoch [108][1800/1879] lr: 5.661e-02, eta: 3 days, 12:27:26, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7176, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.6733 2021-06-24 02:19:29,787 - mmaction - INFO - Epoch [108][1820/1879] lr: 5.661e-02, eta: 3 days, 12:26:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.3923, loss: 2.3923, grad_norm: 2.6441 2021-06-24 02:20:14,629 - mmaction - INFO - Epoch [108][1840/1879] lr: 5.661e-02, eta: 3 days, 12:25:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7090, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.5893 2021-06-24 02:20:59,364 - mmaction - INFO - Epoch [108][1860/1879] lr: 5.661e-02, eta: 3 days, 12:25:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4414, top5_acc: 0.6984, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.6354 2021-06-24 02:21:42,582 - mmaction - INFO - Saving checkpoint at 108 epochs 2021-06-24 02:23:14,361 - mmaction - INFO - Epoch [109][20/1879] lr: 5.528e-02, eta: 3 days, 12:23:46, time: 4.579, data_time: 2.307, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.6534 2021-06-24 02:23:59,237 - mmaction - INFO - Epoch [109][40/1879] lr: 5.528e-02, eta: 3 days, 12:23:01, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7211, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.6416 2021-06-24 02:24:44,129 - mmaction - INFO - Epoch [109][60/1879] lr: 5.528e-02, eta: 3 days, 12:22:16, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7246, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.6302 2021-06-24 02:25:29,069 - mmaction - INFO - Epoch [109][80/1879] lr: 5.528e-02, eta: 3 days, 12:21:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7223, loss_cls: 2.2812, loss: 2.2812, grad_norm: 2.7162 2021-06-24 02:26:13,957 - mmaction - INFO - Epoch [109][100/1879] lr: 5.528e-02, eta: 3 days, 12:20:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7285, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.5991 2021-06-24 02:26:58,886 - mmaction - INFO - Epoch [109][120/1879] lr: 5.528e-02, eta: 3 days, 12:20:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.6106 2021-06-24 02:27:43,710 - mmaction - INFO - Epoch [109][140/1879] lr: 5.528e-02, eta: 3 days, 12:19:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7082, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.6737 2021-06-24 02:28:28,643 - mmaction - INFO - Epoch [109][160/1879] lr: 5.528e-02, eta: 3 days, 12:18:32, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7109, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.6437 2021-06-24 02:29:13,536 - mmaction - INFO - Epoch [109][180/1879] lr: 5.528e-02, eta: 3 days, 12:17:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7164, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.6569 2021-06-24 02:29:58,440 - mmaction - INFO - Epoch [109][200/1879] lr: 5.528e-02, eta: 3 days, 12:17:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.6328 2021-06-24 02:30:43,370 - mmaction - INFO - Epoch [109][220/1879] lr: 5.528e-02, eta: 3 days, 12:16:17, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7219, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.6586 2021-06-24 02:31:28,205 - mmaction - INFO - Epoch [109][240/1879] lr: 5.528e-02, eta: 3 days, 12:15:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7238, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.6598 2021-06-24 02:32:13,086 - mmaction - INFO - Epoch [109][260/1879] lr: 5.528e-02, eta: 3 days, 12:14:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7105, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.6417 2021-06-24 02:32:57,940 - mmaction - INFO - Epoch [109][280/1879] lr: 5.528e-02, eta: 3 days, 12:14:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7262, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.6130 2021-06-24 02:33:42,850 - mmaction - INFO - Epoch [109][300/1879] lr: 5.528e-02, eta: 3 days, 12:13:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7176, loss_cls: 2.2951, loss: 2.2951, grad_norm: 2.6410 2021-06-24 02:34:27,726 - mmaction - INFO - Epoch [109][320/1879] lr: 5.528e-02, eta: 3 days, 12:12:32, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7160, loss_cls: 2.3290, loss: 2.3290, grad_norm: 2.6923 2021-06-24 02:35:12,544 - mmaction - INFO - Epoch [109][340/1879] lr: 5.528e-02, eta: 3 days, 12:11:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7176, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.7055 2021-06-24 02:35:57,475 - mmaction - INFO - Epoch [109][360/1879] lr: 5.528e-02, eta: 3 days, 12:11:02, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3015, loss: 2.3015, grad_norm: 2.5753 2021-06-24 02:36:42,190 - mmaction - INFO - Epoch [109][380/1879] lr: 5.528e-02, eta: 3 days, 12:10:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7176, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.6112 2021-06-24 02:37:26,983 - mmaction - INFO - Epoch [109][400/1879] lr: 5.528e-02, eta: 3 days, 12:09:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7098, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.6738 2021-06-24 02:38:11,849 - mmaction - INFO - Epoch [109][420/1879] lr: 5.528e-02, eta: 3 days, 12:08:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7082, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.6337 2021-06-24 02:38:56,816 - mmaction - INFO - Epoch [109][440/1879] lr: 5.528e-02, eta: 3 days, 12:08:02, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.5777 2021-06-24 02:39:41,660 - mmaction - INFO - Epoch [109][460/1879] lr: 5.528e-02, eta: 3 days, 12:07:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7234, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.6384 2021-06-24 02:40:26,517 - mmaction - INFO - Epoch [109][480/1879] lr: 5.528e-02, eta: 3 days, 12:06:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.6246 2021-06-24 02:41:11,320 - mmaction - INFO - Epoch [109][500/1879] lr: 5.528e-02, eta: 3 days, 12:05:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7008, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.6327 2021-06-24 02:41:56,280 - mmaction - INFO - Epoch [109][520/1879] lr: 5.528e-02, eta: 3 days, 12:05:02, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7262, loss_cls: 2.2902, loss: 2.2902, grad_norm: 2.6455 2021-06-24 02:42:41,061 - mmaction - INFO - Epoch [109][540/1879] lr: 5.528e-02, eta: 3 days, 12:04:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7121, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.6642 2021-06-24 02:43:25,799 - mmaction - INFO - Epoch [109][560/1879] lr: 5.528e-02, eta: 3 days, 12:03:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7199, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.6995 2021-06-24 02:44:10,668 - mmaction - INFO - Epoch [109][580/1879] lr: 5.528e-02, eta: 3 days, 12:02:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.6829 2021-06-24 02:44:55,514 - mmaction - INFO - Epoch [109][600/1879] lr: 5.528e-02, eta: 3 days, 12:02:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7059, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.8814 2021-06-24 02:45:40,426 - mmaction - INFO - Epoch [109][620/1879] lr: 5.528e-02, eta: 3 days, 12:01:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7074, loss_cls: 2.3157, loss: 2.3157, grad_norm: 2.5891 2021-06-24 02:46:25,287 - mmaction - INFO - Epoch [109][640/1879] lr: 5.528e-02, eta: 3 days, 12:00:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7176, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.6908 2021-06-24 02:47:10,170 - mmaction - INFO - Epoch [109][660/1879] lr: 5.528e-02, eta: 3 days, 11:59:48, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3522, loss: 2.3522, grad_norm: 2.6682 2021-06-24 02:47:55,004 - mmaction - INFO - Epoch [109][680/1879] lr: 5.528e-02, eta: 3 days, 11:59:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4492, top5_acc: 0.7098, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.7052 2021-06-24 02:48:39,785 - mmaction - INFO - Epoch [109][700/1879] lr: 5.528e-02, eta: 3 days, 11:58:18, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7191, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.6641 2021-06-24 02:49:24,527 - mmaction - INFO - Epoch [109][720/1879] lr: 5.528e-02, eta: 3 days, 11:57:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7254, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.6101 2021-06-24 02:50:09,306 - mmaction - INFO - Epoch [109][740/1879] lr: 5.528e-02, eta: 3 days, 11:56:48, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.6494 2021-06-24 02:50:54,190 - mmaction - INFO - Epoch [109][760/1879] lr: 5.528e-02, eta: 3 days, 11:56:03, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.6920 2021-06-24 02:51:38,966 - mmaction - INFO - Epoch [109][780/1879] lr: 5.528e-02, eta: 3 days, 11:55:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7129, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.6756 2021-06-24 02:52:23,826 - mmaction - INFO - Epoch [109][800/1879] lr: 5.528e-02, eta: 3 days, 11:54:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7027, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.6356 2021-06-24 02:53:08,712 - mmaction - INFO - Epoch [109][820/1879] lr: 5.528e-02, eta: 3 days, 11:53:48, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7172, loss_cls: 2.2958, loss: 2.2958, grad_norm: 2.6346 2021-06-24 02:53:53,447 - mmaction - INFO - Epoch [109][840/1879] lr: 5.528e-02, eta: 3 days, 11:53:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7004, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.7154 2021-06-24 02:54:38,257 - mmaction - INFO - Epoch [109][860/1879] lr: 5.528e-02, eta: 3 days, 11:52:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7090, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.6074 2021-06-24 02:55:23,179 - mmaction - INFO - Epoch [109][880/1879] lr: 5.528e-02, eta: 3 days, 11:51:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3131, loss: 2.3131, grad_norm: 2.6395 2021-06-24 02:56:07,873 - mmaction - INFO - Epoch [109][900/1879] lr: 5.528e-02, eta: 3 days, 11:50:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.7003 2021-06-24 02:56:52,647 - mmaction - INFO - Epoch [109][920/1879] lr: 5.528e-02, eta: 3 days, 11:50:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4457, top5_acc: 0.6961, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.5962 2021-06-24 02:57:37,442 - mmaction - INFO - Epoch [109][940/1879] lr: 5.528e-02, eta: 3 days, 11:49:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.6961, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.5797 2021-06-24 02:58:22,158 - mmaction - INFO - Epoch [109][960/1879] lr: 5.528e-02, eta: 3 days, 11:48:33, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7109, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.6518 2021-06-24 02:59:07,118 - mmaction - INFO - Epoch [109][980/1879] lr: 5.528e-02, eta: 3 days, 11:47:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7098, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.7083 2021-06-24 02:59:51,981 - mmaction - INFO - Epoch [109][1000/1879] lr: 5.528e-02, eta: 3 days, 11:47:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.6190 2021-06-24 03:00:36,902 - mmaction - INFO - Epoch [109][1020/1879] lr: 5.528e-02, eta: 3 days, 11:46:18, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4484, top5_acc: 0.7043, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.6851 2021-06-24 03:01:21,741 - mmaction - INFO - Epoch [109][1040/1879] lr: 5.528e-02, eta: 3 days, 11:45:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7137, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.6306 2021-06-24 03:02:06,466 - mmaction - INFO - Epoch [109][1060/1879] lr: 5.528e-02, eta: 3 days, 11:44:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7219, loss_cls: 2.3556, loss: 2.3556, grad_norm: 2.6950 2021-06-24 03:02:51,243 - mmaction - INFO - Epoch [109][1080/1879] lr: 5.528e-02, eta: 3 days, 11:44:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7113, loss_cls: 2.3217, loss: 2.3217, grad_norm: 2.6418 2021-06-24 03:03:35,964 - mmaction - INFO - Epoch [109][1100/1879] lr: 5.528e-02, eta: 3 days, 11:43:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7160, loss_cls: 2.3338, loss: 2.3338, grad_norm: 2.6551 2021-06-24 03:04:20,754 - mmaction - INFO - Epoch [109][1120/1879] lr: 5.528e-02, eta: 3 days, 11:42:33, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4426, top5_acc: 0.6785, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.7139 2021-06-24 03:05:05,598 - mmaction - INFO - Epoch [109][1140/1879] lr: 5.528e-02, eta: 3 days, 11:41:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4477, top5_acc: 0.6891, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.7799 2021-06-24 03:05:50,400 - mmaction - INFO - Epoch [109][1160/1879] lr: 5.528e-02, eta: 3 days, 11:41:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.6502 2021-06-24 03:06:35,308 - mmaction - INFO - Epoch [109][1180/1879] lr: 5.528e-02, eta: 3 days, 11:40:18, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.6887 2021-06-24 03:07:20,053 - mmaction - INFO - Epoch [109][1200/1879] lr: 5.528e-02, eta: 3 days, 11:39:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7113, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.6724 2021-06-24 03:08:04,770 - mmaction - INFO - Epoch [109][1220/1879] lr: 5.528e-02, eta: 3 days, 11:38:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7234, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.6556 2021-06-24 03:08:49,388 - mmaction - INFO - Epoch [109][1240/1879] lr: 5.528e-02, eta: 3 days, 11:38:03, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.6926, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.6203 2021-06-24 03:09:34,182 - mmaction - INFO - Epoch [109][1260/1879] lr: 5.528e-02, eta: 3 days, 11:37:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7074, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.6624 2021-06-24 03:10:18,859 - mmaction - INFO - Epoch [109][1280/1879] lr: 5.528e-02, eta: 3 days, 11:36:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.6180 2021-06-24 03:11:03,701 - mmaction - INFO - Epoch [109][1300/1879] lr: 5.528e-02, eta: 3 days, 11:35:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7211, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.6263 2021-06-24 03:11:48,504 - mmaction - INFO - Epoch [109][1320/1879] lr: 5.528e-02, eta: 3 days, 11:35:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.6918, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.6705 2021-06-24 03:12:33,222 - mmaction - INFO - Epoch [109][1340/1879] lr: 5.528e-02, eta: 3 days, 11:34:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7203, loss_cls: 2.3089, loss: 2.3089, grad_norm: 2.6190 2021-06-24 03:13:18,116 - mmaction - INFO - Epoch [109][1360/1879] lr: 5.528e-02, eta: 3 days, 11:33:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7070, loss_cls: 2.3599, loss: 2.3599, grad_norm: 2.6210 2021-06-24 03:14:02,960 - mmaction - INFO - Epoch [109][1380/1879] lr: 5.528e-02, eta: 3 days, 11:32:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.7027, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.6895 2021-06-24 03:14:47,544 - mmaction - INFO - Epoch [109][1400/1879] lr: 5.528e-02, eta: 3 days, 11:32:02, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.4473, top5_acc: 0.6984, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.5968 2021-06-24 03:15:32,213 - mmaction - INFO - Epoch [109][1420/1879] lr: 5.528e-02, eta: 3 days, 11:31:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7156, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.6757 2021-06-24 03:16:16,948 - mmaction - INFO - Epoch [109][1440/1879] lr: 5.528e-02, eta: 3 days, 11:30:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7094, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.7039 2021-06-24 03:17:01,717 - mmaction - INFO - Epoch [109][1460/1879] lr: 5.528e-02, eta: 3 days, 11:29:47, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7090, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.5888 2021-06-24 03:17:46,540 - mmaction - INFO - Epoch [109][1480/1879] lr: 5.528e-02, eta: 3 days, 11:29:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7066, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.6670 2021-06-24 03:18:31,379 - mmaction - INFO - Epoch [109][1500/1879] lr: 5.528e-02, eta: 3 days, 11:28:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.7019 2021-06-24 03:19:16,198 - mmaction - INFO - Epoch [109][1520/1879] lr: 5.528e-02, eta: 3 days, 11:27:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4504, top5_acc: 0.7137, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.6550 2021-06-24 03:20:01,048 - mmaction - INFO - Epoch [109][1540/1879] lr: 5.528e-02, eta: 3 days, 11:26:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7176, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.6631 2021-06-24 03:20:45,933 - mmaction - INFO - Epoch [109][1560/1879] lr: 5.528e-02, eta: 3 days, 11:26:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4434, top5_acc: 0.7074, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.6503 2021-06-24 03:21:30,776 - mmaction - INFO - Epoch [109][1580/1879] lr: 5.528e-02, eta: 3 days, 11:25:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.5928 2021-06-24 03:22:15,529 - mmaction - INFO - Epoch [109][1600/1879] lr: 5.528e-02, eta: 3 days, 11:24:32, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.6637 2021-06-24 03:23:00,231 - mmaction - INFO - Epoch [109][1620/1879] lr: 5.528e-02, eta: 3 days, 11:23:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7109, loss_cls: 2.3530, loss: 2.3530, grad_norm: 2.6690 2021-06-24 03:23:45,046 - mmaction - INFO - Epoch [109][1640/1879] lr: 5.528e-02, eta: 3 days, 11:23:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.6356 2021-06-24 03:24:29,855 - mmaction - INFO - Epoch [109][1660/1879] lr: 5.528e-02, eta: 3 days, 11:22:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2854, loss: 2.2854, grad_norm: 2.6422 2021-06-24 03:25:14,698 - mmaction - INFO - Epoch [109][1680/1879] lr: 5.528e-02, eta: 3 days, 11:21:32, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7152, loss_cls: 2.3103, loss: 2.3103, grad_norm: 2.6925 2021-06-24 03:25:59,467 - mmaction - INFO - Epoch [109][1700/1879] lr: 5.528e-02, eta: 3 days, 11:20:47, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7125, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.6526 2021-06-24 03:26:44,207 - mmaction - INFO - Epoch [109][1720/1879] lr: 5.528e-02, eta: 3 days, 11:20:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7168, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.6986 2021-06-24 03:27:28,776 - mmaction - INFO - Epoch [109][1740/1879] lr: 5.528e-02, eta: 3 days, 11:19:17, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7059, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.6864 2021-06-24 03:28:13,593 - mmaction - INFO - Epoch [109][1760/1879] lr: 5.528e-02, eta: 3 days, 11:18:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7098, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.6346 2021-06-24 03:28:58,505 - mmaction - INFO - Epoch [109][1780/1879] lr: 5.528e-02, eta: 3 days, 11:17:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7074, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.7425 2021-06-24 03:29:43,276 - mmaction - INFO - Epoch [109][1800/1879] lr: 5.528e-02, eta: 3 days, 11:17:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4516, top5_acc: 0.7074, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.6846 2021-06-24 03:30:28,073 - mmaction - INFO - Epoch [109][1820/1879] lr: 5.528e-02, eta: 3 days, 11:16:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7215, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.6859 2021-06-24 03:31:12,898 - mmaction - INFO - Epoch [109][1840/1879] lr: 5.528e-02, eta: 3 days, 11:15:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3093, loss: 2.3093, grad_norm: 2.6709 2021-06-24 03:31:57,731 - mmaction - INFO - Epoch [109][1860/1879] lr: 5.528e-02, eta: 3 days, 11:14:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7055, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.7039 2021-06-24 03:32:40,978 - mmaction - INFO - Saving checkpoint at 109 epochs 2021-06-24 03:34:12,808 - mmaction - INFO - Epoch [110][20/1879] lr: 5.395e-02, eta: 3 days, 11:13:22, time: 4.571, data_time: 2.309, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7023, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.6234 2021-06-24 03:34:57,712 - mmaction - INFO - Epoch [110][40/1879] lr: 5.395e-02, eta: 3 days, 11:12:37, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7164, loss_cls: 2.2920, loss: 2.2920, grad_norm: 2.6134 2021-06-24 03:35:42,732 - mmaction - INFO - Epoch [110][60/1879] lr: 5.395e-02, eta: 3 days, 11:11:52, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7082, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.6221 2021-06-24 03:36:27,585 - mmaction - INFO - Epoch [110][80/1879] lr: 5.395e-02, eta: 3 days, 11:11:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7137, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.6073 2021-06-24 03:37:12,475 - mmaction - INFO - Epoch [110][100/1879] lr: 5.395e-02, eta: 3 days, 11:10:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7359, loss_cls: 2.2108, loss: 2.2108, grad_norm: 2.6639 2021-06-24 03:37:57,427 - mmaction - INFO - Epoch [110][120/1879] lr: 5.395e-02, eta: 3 days, 11:09:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.6539 2021-06-24 03:38:42,325 - mmaction - INFO - Epoch [110][140/1879] lr: 5.395e-02, eta: 3 days, 11:08:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7309, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.6568 2021-06-24 03:39:27,065 - mmaction - INFO - Epoch [110][160/1879] lr: 5.395e-02, eta: 3 days, 11:08:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7246, loss_cls: 2.2962, loss: 2.2962, grad_norm: 2.6270 2021-06-24 03:40:12,157 - mmaction - INFO - Epoch [110][180/1879] lr: 5.395e-02, eta: 3 days, 11:07:23, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7086, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.7517 2021-06-24 03:40:56,904 - mmaction - INFO - Epoch [110][200/1879] lr: 5.395e-02, eta: 3 days, 11:06:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7063, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.6902 2021-06-24 03:41:41,809 - mmaction - INFO - Epoch [110][220/1879] lr: 5.395e-02, eta: 3 days, 11:05:53, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7195, loss_cls: 2.2901, loss: 2.2901, grad_norm: 2.7279 2021-06-24 03:42:26,658 - mmaction - INFO - Epoch [110][240/1879] lr: 5.395e-02, eta: 3 days, 11:05:08, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7336, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.6842 2021-06-24 03:43:11,442 - mmaction - INFO - Epoch [110][260/1879] lr: 5.395e-02, eta: 3 days, 11:04:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.6732 2021-06-24 03:43:56,253 - mmaction - INFO - Epoch [110][280/1879] lr: 5.395e-02, eta: 3 days, 11:03:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4492, top5_acc: 0.6934, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.7311 2021-06-24 03:44:41,108 - mmaction - INFO - Epoch [110][300/1879] lr: 5.395e-02, eta: 3 days, 11:02:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7160, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.6766 2021-06-24 03:45:25,938 - mmaction - INFO - Epoch [110][320/1879] lr: 5.395e-02, eta: 3 days, 11:02:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7203, loss_cls: 2.3212, loss: 2.3212, grad_norm: 2.6751 2021-06-24 03:46:10,751 - mmaction - INFO - Epoch [110][340/1879] lr: 5.395e-02, eta: 3 days, 11:01:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7207, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.6902 2021-06-24 03:46:55,763 - mmaction - INFO - Epoch [110][360/1879] lr: 5.395e-02, eta: 3 days, 11:00:38, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.6988, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.5776 2021-06-24 03:47:40,579 - mmaction - INFO - Epoch [110][380/1879] lr: 5.395e-02, eta: 3 days, 10:59:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7027, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.6188 2021-06-24 03:48:25,324 - mmaction - INFO - Epoch [110][400/1879] lr: 5.395e-02, eta: 3 days, 10:59:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7215, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.7473 2021-06-24 03:49:10,139 - mmaction - INFO - Epoch [110][420/1879] lr: 5.395e-02, eta: 3 days, 10:58:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7195, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.6683 2021-06-24 03:49:54,975 - mmaction - INFO - Epoch [110][440/1879] lr: 5.395e-02, eta: 3 days, 10:57:38, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7184, loss_cls: 2.3237, loss: 2.3237, grad_norm: 2.7321 2021-06-24 03:50:39,769 - mmaction - INFO - Epoch [110][460/1879] lr: 5.395e-02, eta: 3 days, 10:56:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.2851, loss: 2.2851, grad_norm: 2.5947 2021-06-24 03:51:24,494 - mmaction - INFO - Epoch [110][480/1879] lr: 5.395e-02, eta: 3 days, 10:56:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7145, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.6885 2021-06-24 03:52:09,353 - mmaction - INFO - Epoch [110][500/1879] lr: 5.395e-02, eta: 3 days, 10:55:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2851, loss: 2.2851, grad_norm: 2.5962 2021-06-24 03:52:54,187 - mmaction - INFO - Epoch [110][520/1879] lr: 5.395e-02, eta: 3 days, 10:54:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7070, loss_cls: 2.3386, loss: 2.3386, grad_norm: 2.6746 2021-06-24 03:53:39,053 - mmaction - INFO - Epoch [110][540/1879] lr: 5.395e-02, eta: 3 days, 10:53:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7074, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.6569 2021-06-24 03:54:23,911 - mmaction - INFO - Epoch [110][560/1879] lr: 5.395e-02, eta: 3 days, 10:53:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.7514 2021-06-24 03:55:08,661 - mmaction - INFO - Epoch [110][580/1879] lr: 5.395e-02, eta: 3 days, 10:52:23, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7188, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.6349 2021-06-24 03:55:53,356 - mmaction - INFO - Epoch [110][600/1879] lr: 5.395e-02, eta: 3 days, 10:51:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7141, loss_cls: 2.3564, loss: 2.3564, grad_norm: 2.6491 2021-06-24 03:56:38,119 - mmaction - INFO - Epoch [110][620/1879] lr: 5.395e-02, eta: 3 days, 10:50:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7168, loss_cls: 2.3164, loss: 2.3164, grad_norm: 2.6433 2021-06-24 03:57:23,084 - mmaction - INFO - Epoch [110][640/1879] lr: 5.395e-02, eta: 3 days, 10:50:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4543, top5_acc: 0.6957, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.7256 2021-06-24 03:58:07,911 - mmaction - INFO - Epoch [110][660/1879] lr: 5.395e-02, eta: 3 days, 10:49:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7113, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.6279 2021-06-24 03:58:52,689 - mmaction - INFO - Epoch [110][680/1879] lr: 5.395e-02, eta: 3 days, 10:48:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7098, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.6444 2021-06-24 03:59:37,651 - mmaction - INFO - Epoch [110][700/1879] lr: 5.395e-02, eta: 3 days, 10:47:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4488, top5_acc: 0.7086, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.7185 2021-06-24 04:00:22,416 - mmaction - INFO - Epoch [110][720/1879] lr: 5.395e-02, eta: 3 days, 10:47:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.3482, loss: 2.3482, grad_norm: 2.6791 2021-06-24 04:01:07,124 - mmaction - INFO - Epoch [110][740/1879] lr: 5.395e-02, eta: 3 days, 10:46:23, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7098, loss_cls: 2.3458, loss: 2.3458, grad_norm: 2.7286 2021-06-24 04:01:51,932 - mmaction - INFO - Epoch [110][760/1879] lr: 5.395e-02, eta: 3 days, 10:45:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3525, loss: 2.3525, grad_norm: 2.6239 2021-06-24 04:02:36,756 - mmaction - INFO - Epoch [110][780/1879] lr: 5.395e-02, eta: 3 days, 10:44:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7199, loss_cls: 2.3034, loss: 2.3034, grad_norm: 2.6572 2021-06-24 04:03:21,544 - mmaction - INFO - Epoch [110][800/1879] lr: 5.395e-02, eta: 3 days, 10:44:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4406, top5_acc: 0.7059, loss_cls: 2.4250, loss: 2.4250, grad_norm: 2.7194 2021-06-24 04:04:06,271 - mmaction - INFO - Epoch [110][820/1879] lr: 5.395e-02, eta: 3 days, 10:43:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.6779 2021-06-24 04:04:51,222 - mmaction - INFO - Epoch [110][840/1879] lr: 5.395e-02, eta: 3 days, 10:42:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7223, loss_cls: 2.2455, loss: 2.2455, grad_norm: 2.6790 2021-06-24 04:05:36,083 - mmaction - INFO - Epoch [110][860/1879] lr: 5.395e-02, eta: 3 days, 10:41:53, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.6567 2021-06-24 04:06:20,832 - mmaction - INFO - Epoch [110][880/1879] lr: 5.395e-02, eta: 3 days, 10:41:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7355, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.6320 2021-06-24 04:07:05,717 - mmaction - INFO - Epoch [110][900/1879] lr: 5.395e-02, eta: 3 days, 10:40:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7223, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.6980 2021-06-24 04:07:50,410 - mmaction - INFO - Epoch [110][920/1879] lr: 5.395e-02, eta: 3 days, 10:39:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7184, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.6313 2021-06-24 04:08:35,248 - mmaction - INFO - Epoch [110][940/1879] lr: 5.395e-02, eta: 3 days, 10:38:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7262, loss_cls: 2.2250, loss: 2.2250, grad_norm: 2.6216 2021-06-24 04:09:20,111 - mmaction - INFO - Epoch [110][960/1879] lr: 5.395e-02, eta: 3 days, 10:38:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7215, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.6654 2021-06-24 04:10:04,867 - mmaction - INFO - Epoch [110][980/1879] lr: 5.395e-02, eta: 3 days, 10:37:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7059, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.6182 2021-06-24 04:10:49,811 - mmaction - INFO - Epoch [110][1000/1879] lr: 5.395e-02, eta: 3 days, 10:36:38, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.6812 2021-06-24 04:11:34,644 - mmaction - INFO - Epoch [110][1020/1879] lr: 5.395e-02, eta: 3 days, 10:35:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.3700, loss: 2.3700, grad_norm: 2.7157 2021-06-24 04:12:19,377 - mmaction - INFO - Epoch [110][1040/1879] lr: 5.395e-02, eta: 3 days, 10:35:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7250, loss_cls: 2.2764, loss: 2.2764, grad_norm: 2.6208 2021-06-24 04:13:04,064 - mmaction - INFO - Epoch [110][1060/1879] lr: 5.395e-02, eta: 3 days, 10:34:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7234, loss_cls: 2.2592, loss: 2.2592, grad_norm: 2.6280 2021-06-24 04:13:48,842 - mmaction - INFO - Epoch [110][1080/1879] lr: 5.395e-02, eta: 3 days, 10:33:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7098, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.7034 2021-06-24 04:14:33,727 - mmaction - INFO - Epoch [110][1100/1879] lr: 5.395e-02, eta: 3 days, 10:32:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7004, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.6693 2021-06-24 04:15:18,472 - mmaction - INFO - Epoch [110][1120/1879] lr: 5.395e-02, eta: 3 days, 10:32:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7098, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.6448 2021-06-24 04:16:03,330 - mmaction - INFO - Epoch [110][1140/1879] lr: 5.395e-02, eta: 3 days, 10:31:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.7079 2021-06-24 04:16:48,279 - mmaction - INFO - Epoch [110][1160/1879] lr: 5.395e-02, eta: 3 days, 10:30:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7043, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.6110 2021-06-24 04:17:33,153 - mmaction - INFO - Epoch [110][1180/1879] lr: 5.395e-02, eta: 3 days, 10:29:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7090, loss_cls: 2.3364, loss: 2.3364, grad_norm: 2.7105 2021-06-24 04:18:17,972 - mmaction - INFO - Epoch [110][1200/1879] lr: 5.395e-02, eta: 3 days, 10:29:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7168, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.7055 2021-06-24 04:19:02,859 - mmaction - INFO - Epoch [110][1220/1879] lr: 5.395e-02, eta: 3 days, 10:28:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4535, top5_acc: 0.7305, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.6670 2021-06-24 04:19:47,748 - mmaction - INFO - Epoch [110][1240/1879] lr: 5.395e-02, eta: 3 days, 10:27:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.6642 2021-06-24 04:20:32,543 - mmaction - INFO - Epoch [110][1260/1879] lr: 5.395e-02, eta: 3 days, 10:26:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7094, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.6916 2021-06-24 04:21:17,296 - mmaction - INFO - Epoch [110][1280/1879] lr: 5.395e-02, eta: 3 days, 10:26:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.6547 2021-06-24 04:22:02,031 - mmaction - INFO - Epoch [110][1300/1879] lr: 5.395e-02, eta: 3 days, 10:25:23, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4574, top5_acc: 0.7121, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.6233 2021-06-24 04:22:46,974 - mmaction - INFO - Epoch [110][1320/1879] lr: 5.395e-02, eta: 3 days, 10:24:39, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7141, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.6057 2021-06-24 04:23:31,709 - mmaction - INFO - Epoch [110][1340/1879] lr: 5.395e-02, eta: 3 days, 10:23:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7145, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.6620 2021-06-24 04:24:16,380 - mmaction - INFO - Epoch [110][1360/1879] lr: 5.395e-02, eta: 3 days, 10:23:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7293, loss_cls: 2.3097, loss: 2.3097, grad_norm: 2.7032 2021-06-24 04:25:01,261 - mmaction - INFO - Epoch [110][1380/1879] lr: 5.395e-02, eta: 3 days, 10:22:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.5849 2021-06-24 04:25:46,058 - mmaction - INFO - Epoch [110][1400/1879] lr: 5.395e-02, eta: 3 days, 10:21:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7160, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.6260 2021-06-24 04:26:31,007 - mmaction - INFO - Epoch [110][1420/1879] lr: 5.395e-02, eta: 3 days, 10:20:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.4066, loss: 2.4066, grad_norm: 2.6225 2021-06-24 04:27:15,872 - mmaction - INFO - Epoch [110][1440/1879] lr: 5.395e-02, eta: 3 days, 10:20:09, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7156, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.7043 2021-06-24 04:28:00,743 - mmaction - INFO - Epoch [110][1460/1879] lr: 5.395e-02, eta: 3 days, 10:19:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7184, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.6742 2021-06-24 04:28:45,589 - mmaction - INFO - Epoch [110][1480/1879] lr: 5.395e-02, eta: 3 days, 10:18:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2863, loss: 2.2863, grad_norm: 2.6415 2021-06-24 04:29:30,467 - mmaction - INFO - Epoch [110][1500/1879] lr: 5.395e-02, eta: 3 days, 10:17:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7191, loss_cls: 2.3050, loss: 2.3050, grad_norm: 2.6303 2021-06-24 04:30:15,383 - mmaction - INFO - Epoch [110][1520/1879] lr: 5.395e-02, eta: 3 days, 10:17:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7246, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.7370 2021-06-24 04:31:00,266 - mmaction - INFO - Epoch [110][1540/1879] lr: 5.395e-02, eta: 3 days, 10:16:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4473, top5_acc: 0.7043, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.7348 2021-06-24 04:31:45,322 - mmaction - INFO - Epoch [110][1560/1879] lr: 5.395e-02, eta: 3 days, 10:15:39, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7168, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.7284 2021-06-24 04:32:30,176 - mmaction - INFO - Epoch [110][1580/1879] lr: 5.395e-02, eta: 3 days, 10:14:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.6932 2021-06-24 04:33:15,099 - mmaction - INFO - Epoch [110][1600/1879] lr: 5.395e-02, eta: 3 days, 10:14:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7266, loss_cls: 2.2756, loss: 2.2756, grad_norm: 2.5934 2021-06-24 04:33:59,984 - mmaction - INFO - Epoch [110][1620/1879] lr: 5.395e-02, eta: 3 days, 10:13:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7004, loss_cls: 2.3550, loss: 2.3550, grad_norm: 2.6409 2021-06-24 04:34:44,913 - mmaction - INFO - Epoch [110][1640/1879] lr: 5.395e-02, eta: 3 days, 10:12:39, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7125, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.7120 2021-06-24 04:35:29,656 - mmaction - INFO - Epoch [110][1660/1879] lr: 5.395e-02, eta: 3 days, 10:11:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7141, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.7988 2021-06-24 04:36:14,574 - mmaction - INFO - Epoch [110][1680/1879] lr: 5.395e-02, eta: 3 days, 10:11:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7195, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.6637 2021-06-24 04:36:59,335 - mmaction - INFO - Epoch [110][1700/1879] lr: 5.395e-02, eta: 3 days, 10:10:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.6495 2021-06-24 04:37:44,279 - mmaction - INFO - Epoch [110][1720/1879] lr: 5.395e-02, eta: 3 days, 10:09:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7148, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.6900 2021-06-24 04:38:29,255 - mmaction - INFO - Epoch [110][1740/1879] lr: 5.395e-02, eta: 3 days, 10:08:55, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.6533 2021-06-24 04:39:14,037 - mmaction - INFO - Epoch [110][1760/1879] lr: 5.395e-02, eta: 3 days, 10:08:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7199, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.6975 2021-06-24 04:39:58,889 - mmaction - INFO - Epoch [110][1780/1879] lr: 5.395e-02, eta: 3 days, 10:07:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7168, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.6909 2021-06-24 04:40:43,730 - mmaction - INFO - Epoch [110][1800/1879] lr: 5.395e-02, eta: 3 days, 10:06:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.7742 2021-06-24 04:41:28,452 - mmaction - INFO - Epoch [110][1820/1879] lr: 5.395e-02, eta: 3 days, 10:05:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7059, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.6940 2021-06-24 04:42:13,317 - mmaction - INFO - Epoch [110][1840/1879] lr: 5.395e-02, eta: 3 days, 10:05:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7172, loss_cls: 2.3265, loss: 2.3265, grad_norm: 2.7242 2021-06-24 04:42:58,254 - mmaction - INFO - Epoch [110][1860/1879] lr: 5.395e-02, eta: 3 days, 10:04:25, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7262, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.6973 2021-06-24 04:43:41,449 - mmaction - INFO - Saving checkpoint at 110 epochs 2021-06-24 04:45:13,203 - mmaction - INFO - Epoch [111][20/1879] lr: 5.264e-02, eta: 3 days, 10:02:59, time: 4.562, data_time: 2.290, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7086, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.7156 2021-06-24 04:45:58,141 - mmaction - INFO - Epoch [111][40/1879] lr: 5.264e-02, eta: 3 days, 10:02:14, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2127, loss: 2.2127, grad_norm: 2.7541 2021-06-24 04:46:43,144 - mmaction - INFO - Epoch [111][60/1879] lr: 5.264e-02, eta: 3 days, 10:01:30, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7273, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.7910 2021-06-24 04:47:28,234 - mmaction - INFO - Epoch [111][80/1879] lr: 5.264e-02, eta: 3 days, 10:00:45, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7129, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.7304 2021-06-24 04:48:13,295 - mmaction - INFO - Epoch [111][100/1879] lr: 5.264e-02, eta: 3 days, 10:00:00, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.6408 2021-06-24 04:48:58,324 - mmaction - INFO - Epoch [111][120/1879] lr: 5.264e-02, eta: 3 days, 9:59:15, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7254, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.6642 2021-06-24 04:49:43,372 - mmaction - INFO - Epoch [111][140/1879] lr: 5.264e-02, eta: 3 days, 9:58:30, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.7153 2021-06-24 04:50:28,391 - mmaction - INFO - Epoch [111][160/1879] lr: 5.264e-02, eta: 3 days, 9:57:45, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.2816, loss: 2.2816, grad_norm: 2.6933 2021-06-24 04:51:13,403 - mmaction - INFO - Epoch [111][180/1879] lr: 5.264e-02, eta: 3 days, 9:57:01, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.7049 2021-06-24 04:51:58,532 - mmaction - INFO - Epoch [111][200/1879] lr: 5.264e-02, eta: 3 days, 9:56:16, time: 2.256, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7145, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.6748 2021-06-24 04:52:43,535 - mmaction - INFO - Epoch [111][220/1879] lr: 5.264e-02, eta: 3 days, 9:55:31, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7105, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.7252 2021-06-24 04:53:28,531 - mmaction - INFO - Epoch [111][240/1879] lr: 5.264e-02, eta: 3 days, 9:54:46, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7180, loss_cls: 2.3434, loss: 2.3434, grad_norm: 2.7015 2021-06-24 04:54:13,631 - mmaction - INFO - Epoch [111][260/1879] lr: 5.264e-02, eta: 3 days, 9:54:01, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7277, loss_cls: 2.2759, loss: 2.2759, grad_norm: 2.6212 2021-06-24 04:54:58,567 - mmaction - INFO - Epoch [111][280/1879] lr: 5.264e-02, eta: 3 days, 9:53:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7180, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.6529 2021-06-24 04:55:43,467 - mmaction - INFO - Epoch [111][300/1879] lr: 5.264e-02, eta: 3 days, 9:52:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7434, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.7384 2021-06-24 04:56:28,453 - mmaction - INFO - Epoch [111][320/1879] lr: 5.264e-02, eta: 3 days, 9:51:46, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7160, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.6451 2021-06-24 04:57:13,407 - mmaction - INFO - Epoch [111][340/1879] lr: 5.264e-02, eta: 3 days, 9:51:02, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7230, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.7505 2021-06-24 04:57:58,361 - mmaction - INFO - Epoch [111][360/1879] lr: 5.264e-02, eta: 3 days, 9:50:17, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7227, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.6520 2021-06-24 04:58:43,211 - mmaction - INFO - Epoch [111][380/1879] lr: 5.264e-02, eta: 3 days, 9:49:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7188, loss_cls: 2.2871, loss: 2.2871, grad_norm: 2.6761 2021-06-24 04:59:28,057 - mmaction - INFO - Epoch [111][400/1879] lr: 5.264e-02, eta: 3 days, 9:48:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7277, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.6689 2021-06-24 05:00:12,821 - mmaction - INFO - Epoch [111][420/1879] lr: 5.264e-02, eta: 3 days, 9:48:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7223, loss_cls: 2.2996, loss: 2.2996, grad_norm: 2.6597 2021-06-24 05:00:57,630 - mmaction - INFO - Epoch [111][440/1879] lr: 5.264e-02, eta: 3 days, 9:47:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7176, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.7305 2021-06-24 05:01:42,384 - mmaction - INFO - Epoch [111][460/1879] lr: 5.264e-02, eta: 3 days, 9:46:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7207, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.6539 2021-06-24 05:02:27,194 - mmaction - INFO - Epoch [111][480/1879] lr: 5.264e-02, eta: 3 days, 9:45:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7156, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.7322 2021-06-24 05:03:12,071 - mmaction - INFO - Epoch [111][500/1879] lr: 5.264e-02, eta: 3 days, 9:45:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4617, top5_acc: 0.7082, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.6837 2021-06-24 05:03:56,882 - mmaction - INFO - Epoch [111][520/1879] lr: 5.264e-02, eta: 3 days, 9:44:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7199, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.6794 2021-06-24 05:04:41,652 - mmaction - INFO - Epoch [111][540/1879] lr: 5.264e-02, eta: 3 days, 9:43:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7230, loss_cls: 2.2556, loss: 2.2556, grad_norm: 2.7837 2021-06-24 05:05:26,375 - mmaction - INFO - Epoch [111][560/1879] lr: 5.264e-02, eta: 3 days, 9:42:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7207, loss_cls: 2.2898, loss: 2.2898, grad_norm: 2.6946 2021-06-24 05:06:11,073 - mmaction - INFO - Epoch [111][580/1879] lr: 5.264e-02, eta: 3 days, 9:42:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7137, loss_cls: 2.3204, loss: 2.3204, grad_norm: 2.6471 2021-06-24 05:06:55,847 - mmaction - INFO - Epoch [111][600/1879] lr: 5.264e-02, eta: 3 days, 9:41:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7152, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.7012 2021-06-24 05:07:40,746 - mmaction - INFO - Epoch [111][620/1879] lr: 5.264e-02, eta: 3 days, 9:40:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7199, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.6951 2021-06-24 05:08:25,628 - mmaction - INFO - Epoch [111][640/1879] lr: 5.264e-02, eta: 3 days, 9:39:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.6786 2021-06-24 05:09:10,348 - mmaction - INFO - Epoch [111][660/1879] lr: 5.264e-02, eta: 3 days, 9:39:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7230, loss_cls: 2.2497, loss: 2.2497, grad_norm: 2.6893 2021-06-24 05:09:55,118 - mmaction - INFO - Epoch [111][680/1879] lr: 5.264e-02, eta: 3 days, 9:38:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7246, loss_cls: 2.2668, loss: 2.2668, grad_norm: 2.7553 2021-06-24 05:10:39,810 - mmaction - INFO - Epoch [111][700/1879] lr: 5.264e-02, eta: 3 days, 9:37:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7129, loss_cls: 2.3668, loss: 2.3668, grad_norm: 2.7502 2021-06-24 05:11:24,561 - mmaction - INFO - Epoch [111][720/1879] lr: 5.264e-02, eta: 3 days, 9:36:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7043, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.7092 2021-06-24 05:12:09,551 - mmaction - INFO - Epoch [111][740/1879] lr: 5.264e-02, eta: 3 days, 9:36:02, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7254, loss_cls: 2.2503, loss: 2.2503, grad_norm: 2.6413 2021-06-24 05:12:54,271 - mmaction - INFO - Epoch [111][760/1879] lr: 5.264e-02, eta: 3 days, 9:35:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7105, loss_cls: 2.3353, loss: 2.3353, grad_norm: 2.6736 2021-06-24 05:13:39,103 - mmaction - INFO - Epoch [111][780/1879] lr: 5.264e-02, eta: 3 days, 9:34:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7172, loss_cls: 2.3074, loss: 2.3074, grad_norm: 2.7519 2021-06-24 05:14:23,963 - mmaction - INFO - Epoch [111][800/1879] lr: 5.264e-02, eta: 3 days, 9:33:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7004, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.7341 2021-06-24 05:15:08,652 - mmaction - INFO - Epoch [111][820/1879] lr: 5.264e-02, eta: 3 days, 9:33:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4520, top5_acc: 0.7070, loss_cls: 2.4093, loss: 2.4093, grad_norm: 2.8219 2021-06-24 05:15:53,435 - mmaction - INFO - Epoch [111][840/1879] lr: 5.264e-02, eta: 3 days, 9:32:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.6918, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.7340 2021-06-24 05:16:38,219 - mmaction - INFO - Epoch [111][860/1879] lr: 5.264e-02, eta: 3 days, 9:31:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7188, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.7180 2021-06-24 05:17:23,046 - mmaction - INFO - Epoch [111][880/1879] lr: 5.264e-02, eta: 3 days, 9:30:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7188, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.6402 2021-06-24 05:18:07,834 - mmaction - INFO - Epoch [111][900/1879] lr: 5.264e-02, eta: 3 days, 9:30:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7199, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.7327 2021-06-24 05:18:52,661 - mmaction - INFO - Epoch [111][920/1879] lr: 5.264e-02, eta: 3 days, 9:29:17, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.7025 2021-06-24 05:19:37,529 - mmaction - INFO - Epoch [111][940/1879] lr: 5.264e-02, eta: 3 days, 9:28:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7188, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.7062 2021-06-24 05:20:22,433 - mmaction - INFO - Epoch [111][960/1879] lr: 5.264e-02, eta: 3 days, 9:27:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2520, loss: 2.2520, grad_norm: 2.6226 2021-06-24 05:21:07,321 - mmaction - INFO - Epoch [111][980/1879] lr: 5.264e-02, eta: 3 days, 9:27:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7234, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.6644 2021-06-24 05:21:52,274 - mmaction - INFO - Epoch [111][1000/1879] lr: 5.264e-02, eta: 3 days, 9:26:17, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2846, loss: 2.2846, grad_norm: 2.6897 2021-06-24 05:22:37,141 - mmaction - INFO - Epoch [111][1020/1879] lr: 5.264e-02, eta: 3 days, 9:25:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7199, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.7046 2021-06-24 05:23:21,883 - mmaction - INFO - Epoch [111][1040/1879] lr: 5.264e-02, eta: 3 days, 9:24:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7176, loss_cls: 2.3242, loss: 2.3242, grad_norm: 2.7302 2021-06-24 05:24:06,613 - mmaction - INFO - Epoch [111][1060/1879] lr: 5.264e-02, eta: 3 days, 9:24:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7051, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.6978 2021-06-24 05:24:51,386 - mmaction - INFO - Epoch [111][1080/1879] lr: 5.264e-02, eta: 3 days, 9:23:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7074, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.7320 2021-06-24 05:25:36,147 - mmaction - INFO - Epoch [111][1100/1879] lr: 5.264e-02, eta: 3 days, 9:22:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4512, top5_acc: 0.7055, loss_cls: 2.3780, loss: 2.3780, grad_norm: 2.7409 2021-06-24 05:26:20,873 - mmaction - INFO - Epoch [111][1120/1879] lr: 5.264e-02, eta: 3 days, 9:21:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7305, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.7254 2021-06-24 05:27:05,705 - mmaction - INFO - Epoch [111][1140/1879] lr: 5.264e-02, eta: 3 days, 9:21:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7426, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.7369 2021-06-24 05:27:50,601 - mmaction - INFO - Epoch [111][1160/1879] lr: 5.264e-02, eta: 3 days, 9:20:17, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7250, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.8313 2021-06-24 05:28:35,402 - mmaction - INFO - Epoch [111][1180/1879] lr: 5.264e-02, eta: 3 days, 9:19:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7152, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.7116 2021-06-24 05:29:20,351 - mmaction - INFO - Epoch [111][1200/1879] lr: 5.264e-02, eta: 3 days, 9:18:47, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7246, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.6902 2021-06-24 05:30:05,102 - mmaction - INFO - Epoch [111][1220/1879] lr: 5.264e-02, eta: 3 days, 9:18:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7199, loss_cls: 2.3300, loss: 2.3300, grad_norm: 2.6888 2021-06-24 05:30:49,919 - mmaction - INFO - Epoch [111][1240/1879] lr: 5.264e-02, eta: 3 days, 9:17:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.6937, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.7029 2021-06-24 05:31:34,905 - mmaction - INFO - Epoch [111][1260/1879] lr: 5.264e-02, eta: 3 days, 9:16:32, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7219, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.7689 2021-06-24 05:32:19,825 - mmaction - INFO - Epoch [111][1280/1879] lr: 5.264e-02, eta: 3 days, 9:15:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7211, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.6752 2021-06-24 05:33:04,657 - mmaction - INFO - Epoch [111][1300/1879] lr: 5.264e-02, eta: 3 days, 9:15:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4547, top5_acc: 0.7105, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.8210 2021-06-24 05:33:49,433 - mmaction - INFO - Epoch [111][1320/1879] lr: 5.264e-02, eta: 3 days, 9:14:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7184, loss_cls: 2.2780, loss: 2.2780, grad_norm: 2.7089 2021-06-24 05:34:34,202 - mmaction - INFO - Epoch [111][1340/1879] lr: 5.264e-02, eta: 3 days, 9:13:32, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7152, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.7082 2021-06-24 05:35:19,000 - mmaction - INFO - Epoch [111][1360/1879] lr: 5.264e-02, eta: 3 days, 9:12:47, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7145, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.6865 2021-06-24 05:36:03,836 - mmaction - INFO - Epoch [111][1380/1879] lr: 5.264e-02, eta: 3 days, 9:12:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7277, loss_cls: 2.2049, loss: 2.2049, grad_norm: 2.6375 2021-06-24 05:36:48,627 - mmaction - INFO - Epoch [111][1400/1879] lr: 5.264e-02, eta: 3 days, 9:11:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.2840, loss: 2.2840, grad_norm: 2.7069 2021-06-24 05:37:33,453 - mmaction - INFO - Epoch [111][1420/1879] lr: 5.264e-02, eta: 3 days, 9:10:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7102, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.7372 2021-06-24 05:38:18,307 - mmaction - INFO - Epoch [111][1440/1879] lr: 5.264e-02, eta: 3 days, 9:09:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.7361 2021-06-24 05:39:03,062 - mmaction - INFO - Epoch [111][1460/1879] lr: 5.264e-02, eta: 3 days, 9:09:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.7937 2021-06-24 05:39:47,907 - mmaction - INFO - Epoch [111][1480/1879] lr: 5.264e-02, eta: 3 days, 9:08:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7121, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.6892 2021-06-24 05:40:32,725 - mmaction - INFO - Epoch [111][1500/1879] lr: 5.264e-02, eta: 3 days, 9:07:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7145, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.7195 2021-06-24 05:41:17,499 - mmaction - INFO - Epoch [111][1520/1879] lr: 5.264e-02, eta: 3 days, 9:06:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7312, loss_cls: 2.2656, loss: 2.2656, grad_norm: 2.6686 2021-06-24 05:42:02,375 - mmaction - INFO - Epoch [111][1540/1879] lr: 5.264e-02, eta: 3 days, 9:06:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7160, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.7130 2021-06-24 05:42:47,288 - mmaction - INFO - Epoch [111][1560/1879] lr: 5.264e-02, eta: 3 days, 9:05:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7246, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.6647 2021-06-24 05:43:32,054 - mmaction - INFO - Epoch [111][1580/1879] lr: 5.264e-02, eta: 3 days, 9:04:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7289, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.6339 2021-06-24 05:44:16,906 - mmaction - INFO - Epoch [111][1600/1879] lr: 5.264e-02, eta: 3 days, 9:03:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7105, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.6550 2021-06-24 05:45:01,638 - mmaction - INFO - Epoch [111][1620/1879] lr: 5.264e-02, eta: 3 days, 9:03:02, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.6672 2021-06-24 05:45:46,527 - mmaction - INFO - Epoch [111][1640/1879] lr: 5.264e-02, eta: 3 days, 9:02:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4598, top5_acc: 0.7105, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.7470 2021-06-24 05:46:31,348 - mmaction - INFO - Epoch [111][1660/1879] lr: 5.264e-02, eta: 3 days, 9:01:32, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7023, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.7491 2021-06-24 05:47:16,139 - mmaction - INFO - Epoch [111][1680/1879] lr: 5.264e-02, eta: 3 days, 9:00:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7039, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.7368 2021-06-24 05:48:00,947 - mmaction - INFO - Epoch [111][1700/1879] lr: 5.264e-02, eta: 3 days, 9:00:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.7338 2021-06-24 05:48:45,726 - mmaction - INFO - Epoch [111][1720/1879] lr: 5.264e-02, eta: 3 days, 8:59:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.6904 2021-06-24 05:49:30,434 - mmaction - INFO - Epoch [111][1740/1879] lr: 5.264e-02, eta: 3 days, 8:58:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.7757 2021-06-24 05:50:15,161 - mmaction - INFO - Epoch [111][1760/1879] lr: 5.264e-02, eta: 3 days, 8:57:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7090, loss_cls: 2.3374, loss: 2.3374, grad_norm: 2.6540 2021-06-24 05:50:59,912 - mmaction - INFO - Epoch [111][1780/1879] lr: 5.264e-02, eta: 3 days, 8:57:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7066, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.6316 2021-06-24 05:51:44,659 - mmaction - INFO - Epoch [111][1800/1879] lr: 5.264e-02, eta: 3 days, 8:56:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7027, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.7194 2021-06-24 05:52:29,440 - mmaction - INFO - Epoch [111][1820/1879] lr: 5.264e-02, eta: 3 days, 8:55:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.3074, loss: 2.3074, grad_norm: 2.7316 2021-06-24 05:53:14,265 - mmaction - INFO - Epoch [111][1840/1879] lr: 5.264e-02, eta: 3 days, 8:54:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7191, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.6614 2021-06-24 05:53:59,080 - mmaction - INFO - Epoch [111][1860/1879] lr: 5.264e-02, eta: 3 days, 8:54:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7066, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.7894 2021-06-24 05:54:42,258 - mmaction - INFO - Saving checkpoint at 111 epochs 2021-06-24 05:56:13,781 - mmaction - INFO - Epoch [112][20/1879] lr: 5.133e-02, eta: 3 days, 8:52:37, time: 4.546, data_time: 2.255, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.1949, loss: 2.1949, grad_norm: 2.7051 2021-06-24 05:56:58,746 - mmaction - INFO - Epoch [112][40/1879] lr: 5.133e-02, eta: 3 days, 8:51:52, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7168, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.7051 2021-06-24 05:57:43,578 - mmaction - INFO - Epoch [112][60/1879] lr: 5.133e-02, eta: 3 days, 8:51:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7246, loss_cls: 2.2701, loss: 2.2701, grad_norm: 2.7257 2021-06-24 05:58:28,526 - mmaction - INFO - Epoch [112][80/1879] lr: 5.133e-02, eta: 3 days, 8:50:22, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7289, loss_cls: 2.2850, loss: 2.2850, grad_norm: 2.6951 2021-06-24 05:59:13,542 - mmaction - INFO - Epoch [112][100/1879] lr: 5.133e-02, eta: 3 days, 8:49:37, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.8359 2021-06-24 05:59:58,356 - mmaction - INFO - Epoch [112][120/1879] lr: 5.133e-02, eta: 3 days, 8:48:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7105, loss_cls: 2.3265, loss: 2.3265, grad_norm: 2.6889 2021-06-24 06:00:43,459 - mmaction - INFO - Epoch [112][140/1879] lr: 5.133e-02, eta: 3 days, 8:48:07, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7371, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.7315 2021-06-24 06:01:28,377 - mmaction - INFO - Epoch [112][160/1879] lr: 5.133e-02, eta: 3 days, 8:47:22, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7129, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.7020 2021-06-24 06:02:13,217 - mmaction - INFO - Epoch [112][180/1879] lr: 5.133e-02, eta: 3 days, 8:46:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7246, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.7388 2021-06-24 06:02:58,197 - mmaction - INFO - Epoch [112][200/1879] lr: 5.133e-02, eta: 3 days, 8:45:53, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2672, loss: 2.2672, grad_norm: 2.7286 2021-06-24 06:03:42,974 - mmaction - INFO - Epoch [112][220/1879] lr: 5.133e-02, eta: 3 days, 8:45:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7324, loss_cls: 2.2501, loss: 2.2501, grad_norm: 2.7791 2021-06-24 06:04:27,860 - mmaction - INFO - Epoch [112][240/1879] lr: 5.133e-02, eta: 3 days, 8:44:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7109, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.8298 2021-06-24 06:05:12,812 - mmaction - INFO - Epoch [112][260/1879] lr: 5.133e-02, eta: 3 days, 8:43:38, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7188, loss_cls: 2.2882, loss: 2.2882, grad_norm: 2.7022 2021-06-24 06:05:57,710 - mmaction - INFO - Epoch [112][280/1879] lr: 5.133e-02, eta: 3 days, 8:42:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7109, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.7804 2021-06-24 06:06:42,585 - mmaction - INFO - Epoch [112][300/1879] lr: 5.133e-02, eta: 3 days, 8:42:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7059, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.7044 2021-06-24 06:07:27,252 - mmaction - INFO - Epoch [112][320/1879] lr: 5.133e-02, eta: 3 days, 8:41:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7332, loss_cls: 2.2484, loss: 2.2484, grad_norm: 2.7398 2021-06-24 06:08:12,060 - mmaction - INFO - Epoch [112][340/1879] lr: 5.133e-02, eta: 3 days, 8:40:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7223, loss_cls: 2.3008, loss: 2.3008, grad_norm: 2.7560 2021-06-24 06:08:56,830 - mmaction - INFO - Epoch [112][360/1879] lr: 5.133e-02, eta: 3 days, 8:39:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.6856 2021-06-24 06:09:41,621 - mmaction - INFO - Epoch [112][380/1879] lr: 5.133e-02, eta: 3 days, 8:39:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7195, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.7176 2021-06-24 06:10:26,488 - mmaction - INFO - Epoch [112][400/1879] lr: 5.133e-02, eta: 3 days, 8:38:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.6789 2021-06-24 06:11:11,250 - mmaction - INFO - Epoch [112][420/1879] lr: 5.133e-02, eta: 3 days, 8:37:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.3137, loss: 2.3137, grad_norm: 2.8400 2021-06-24 06:11:56,223 - mmaction - INFO - Epoch [112][440/1879] lr: 5.133e-02, eta: 3 days, 8:36:53, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7270, loss_cls: 2.2259, loss: 2.2259, grad_norm: 2.7550 2021-06-24 06:12:40,890 - mmaction - INFO - Epoch [112][460/1879] lr: 5.133e-02, eta: 3 days, 8:36:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7184, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.6800 2021-06-24 06:13:25,623 - mmaction - INFO - Epoch [112][480/1879] lr: 5.133e-02, eta: 3 days, 8:35:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7094, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.7216 2021-06-24 06:14:10,439 - mmaction - INFO - Epoch [112][500/1879] lr: 5.133e-02, eta: 3 days, 8:34:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.6772 2021-06-24 06:14:55,264 - mmaction - INFO - Epoch [112][520/1879] lr: 5.133e-02, eta: 3 days, 8:33:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7316, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.7033 2021-06-24 06:15:40,037 - mmaction - INFO - Epoch [112][540/1879] lr: 5.133e-02, eta: 3 days, 8:33:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7121, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.6853 2021-06-24 06:16:24,756 - mmaction - INFO - Epoch [112][560/1879] lr: 5.133e-02, eta: 3 days, 8:32:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7227, loss_cls: 2.2147, loss: 2.2147, grad_norm: 2.6448 2021-06-24 06:17:09,480 - mmaction - INFO - Epoch [112][580/1879] lr: 5.133e-02, eta: 3 days, 8:31:38, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.7240 2021-06-24 06:17:54,373 - mmaction - INFO - Epoch [112][600/1879] lr: 5.133e-02, eta: 3 days, 8:30:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7258, loss_cls: 2.2507, loss: 2.2507, grad_norm: 2.7015 2021-06-24 06:18:39,112 - mmaction - INFO - Epoch [112][620/1879] lr: 5.133e-02, eta: 3 days, 8:30:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7191, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.7114 2021-06-24 06:19:23,921 - mmaction - INFO - Epoch [112][640/1879] lr: 5.133e-02, eta: 3 days, 8:29:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4449, top5_acc: 0.7031, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.7160 2021-06-24 06:20:08,854 - mmaction - INFO - Epoch [112][660/1879] lr: 5.133e-02, eta: 3 days, 8:28:38, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7254, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.7059 2021-06-24 06:20:53,544 - mmaction - INFO - Epoch [112][680/1879] lr: 5.133e-02, eta: 3 days, 8:27:53, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7203, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.7220 2021-06-24 06:21:38,345 - mmaction - INFO - Epoch [112][700/1879] lr: 5.133e-02, eta: 3 days, 8:27:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3155, loss: 2.3155, grad_norm: 2.8587 2021-06-24 06:22:23,200 - mmaction - INFO - Epoch [112][720/1879] lr: 5.133e-02, eta: 3 days, 8:26:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7168, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.8316 2021-06-24 06:23:08,120 - mmaction - INFO - Epoch [112][740/1879] lr: 5.133e-02, eta: 3 days, 8:25:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7105, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.7229 2021-06-24 06:23:52,981 - mmaction - INFO - Epoch [112][760/1879] lr: 5.133e-02, eta: 3 days, 8:24:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7383, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.7418 2021-06-24 06:24:37,795 - mmaction - INFO - Epoch [112][780/1879] lr: 5.133e-02, eta: 3 days, 8:24:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.6980, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.6774 2021-06-24 06:25:22,576 - mmaction - INFO - Epoch [112][800/1879] lr: 5.133e-02, eta: 3 days, 8:23:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7301, loss_cls: 2.2515, loss: 2.2515, grad_norm: 2.7721 2021-06-24 06:26:07,356 - mmaction - INFO - Epoch [112][820/1879] lr: 5.133e-02, eta: 3 days, 8:22:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7207, loss_cls: 2.3024, loss: 2.3024, grad_norm: 2.7253 2021-06-24 06:26:52,173 - mmaction - INFO - Epoch [112][840/1879] lr: 5.133e-02, eta: 3 days, 8:21:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7223, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.7608 2021-06-24 06:27:36,995 - mmaction - INFO - Epoch [112][860/1879] lr: 5.133e-02, eta: 3 days, 8:21:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.7813 2021-06-24 06:28:21,760 - mmaction - INFO - Epoch [112][880/1879] lr: 5.133e-02, eta: 3 days, 8:20:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7203, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.7002 2021-06-24 06:29:06,537 - mmaction - INFO - Epoch [112][900/1879] lr: 5.133e-02, eta: 3 days, 8:19:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7246, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.6964 2021-06-24 06:29:51,271 - mmaction - INFO - Epoch [112][920/1879] lr: 5.133e-02, eta: 3 days, 8:18:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.7131 2021-06-24 06:30:36,139 - mmaction - INFO - Epoch [112][940/1879] lr: 5.133e-02, eta: 3 days, 8:18:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7035, loss_cls: 2.3418, loss: 2.3418, grad_norm: 2.7560 2021-06-24 06:31:20,899 - mmaction - INFO - Epoch [112][960/1879] lr: 5.133e-02, eta: 3 days, 8:17:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.6433 2021-06-24 06:32:05,686 - mmaction - INFO - Epoch [112][980/1879] lr: 5.133e-02, eta: 3 days, 8:16:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7207, loss_cls: 2.2875, loss: 2.2875, grad_norm: 2.6758 2021-06-24 06:32:50,407 - mmaction - INFO - Epoch [112][1000/1879] lr: 5.133e-02, eta: 3 days, 8:15:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7254, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.7536 2021-06-24 06:33:35,279 - mmaction - INFO - Epoch [112][1020/1879] lr: 5.133e-02, eta: 3 days, 8:15:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7215, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.7089 2021-06-24 06:34:20,116 - mmaction - INFO - Epoch [112][1040/1879] lr: 5.133e-02, eta: 3 days, 8:14:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.6988, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.7105 2021-06-24 06:35:04,927 - mmaction - INFO - Epoch [112][1060/1879] lr: 5.133e-02, eta: 3 days, 8:13:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7250, loss_cls: 2.2947, loss: 2.2947, grad_norm: 2.6721 2021-06-24 06:35:49,781 - mmaction - INFO - Epoch [112][1080/1879] lr: 5.133e-02, eta: 3 days, 8:12:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7207, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.6925 2021-06-24 06:36:34,556 - mmaction - INFO - Epoch [112][1100/1879] lr: 5.133e-02, eta: 3 days, 8:12:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7211, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.7125 2021-06-24 06:37:19,371 - mmaction - INFO - Epoch [112][1120/1879] lr: 5.133e-02, eta: 3 days, 8:11:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7184, loss_cls: 2.2999, loss: 2.2999, grad_norm: 2.8084 2021-06-24 06:38:04,123 - mmaction - INFO - Epoch [112][1140/1879] lr: 5.133e-02, eta: 3 days, 8:10:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7129, loss_cls: 2.3359, loss: 2.3359, grad_norm: 2.7533 2021-06-24 06:38:48,824 - mmaction - INFO - Epoch [112][1160/1879] lr: 5.133e-02, eta: 3 days, 8:09:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7270, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.6705 2021-06-24 06:39:33,629 - mmaction - INFO - Epoch [112][1180/1879] lr: 5.133e-02, eta: 3 days, 8:09:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7219, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.7008 2021-06-24 06:40:18,471 - mmaction - INFO - Epoch [112][1200/1879] lr: 5.133e-02, eta: 3 days, 8:08:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7270, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.6445 2021-06-24 06:41:03,268 - mmaction - INFO - Epoch [112][1220/1879] lr: 5.133e-02, eta: 3 days, 8:07:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.7465 2021-06-24 06:41:48,113 - mmaction - INFO - Epoch [112][1240/1879] lr: 5.133e-02, eta: 3 days, 8:06:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.7744 2021-06-24 06:42:32,939 - mmaction - INFO - Epoch [112][1260/1879] lr: 5.133e-02, eta: 3 days, 8:06:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7152, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.7046 2021-06-24 06:43:17,766 - mmaction - INFO - Epoch [112][1280/1879] lr: 5.133e-02, eta: 3 days, 8:05:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7129, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.7036 2021-06-24 06:44:02,846 - mmaction - INFO - Epoch [112][1300/1879] lr: 5.133e-02, eta: 3 days, 8:04:38, time: 2.254, data_time: 0.000, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7250, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.7238 2021-06-24 06:44:47,736 - mmaction - INFO - Epoch [112][1320/1879] lr: 5.133e-02, eta: 3 days, 8:03:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7277, loss_cls: 2.2749, loss: 2.2749, grad_norm: 2.6296 2021-06-24 06:45:32,438 - mmaction - INFO - Epoch [112][1340/1879] lr: 5.133e-02, eta: 3 days, 8:03:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3518, loss: 2.3518, grad_norm: 2.7487 2021-06-24 06:46:17,340 - mmaction - INFO - Epoch [112][1360/1879] lr: 5.133e-02, eta: 3 days, 8:02:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7152, loss_cls: 2.2875, loss: 2.2875, grad_norm: 2.6682 2021-06-24 06:47:02,248 - mmaction - INFO - Epoch [112][1380/1879] lr: 5.133e-02, eta: 3 days, 8:01:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.7489 2021-06-24 06:47:47,110 - mmaction - INFO - Epoch [112][1400/1879] lr: 5.133e-02, eta: 3 days, 8:00:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7152, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.6984 2021-06-24 06:48:32,030 - mmaction - INFO - Epoch [112][1420/1879] lr: 5.133e-02, eta: 3 days, 8:00:09, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7359, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.6864 2021-06-24 06:49:16,795 - mmaction - INFO - Epoch [112][1440/1879] lr: 5.133e-02, eta: 3 days, 7:59:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7094, loss_cls: 2.3324, loss: 2.3324, grad_norm: 2.8079 2021-06-24 06:50:01,600 - mmaction - INFO - Epoch [112][1460/1879] lr: 5.133e-02, eta: 3 days, 7:58:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7270, loss_cls: 2.2490, loss: 2.2490, grad_norm: 2.7849 2021-06-24 06:50:46,408 - mmaction - INFO - Epoch [112][1480/1879] lr: 5.133e-02, eta: 3 days, 7:57:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7141, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.6964 2021-06-24 06:51:31,465 - mmaction - INFO - Epoch [112][1500/1879] lr: 5.133e-02, eta: 3 days, 7:57:09, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7312, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.6500 2021-06-24 06:52:16,253 - mmaction - INFO - Epoch [112][1520/1879] lr: 5.133e-02, eta: 3 days, 7:56:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7102, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.7527 2021-06-24 06:53:01,112 - mmaction - INFO - Epoch [112][1540/1879] lr: 5.133e-02, eta: 3 days, 7:55:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7238, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.9461 2021-06-24 06:53:46,094 - mmaction - INFO - Epoch [112][1560/1879] lr: 5.133e-02, eta: 3 days, 7:54:54, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7238, loss_cls: 2.2902, loss: 2.2902, grad_norm: 2.7385 2021-06-24 06:54:31,038 - mmaction - INFO - Epoch [112][1580/1879] lr: 5.133e-02, eta: 3 days, 7:54:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7371, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.7059 2021-06-24 06:55:15,748 - mmaction - INFO - Epoch [112][1600/1879] lr: 5.133e-02, eta: 3 days, 7:53:24, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7258, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.6922 2021-06-24 06:56:00,525 - mmaction - INFO - Epoch [112][1620/1879] lr: 5.133e-02, eta: 3 days, 7:52:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.6741 2021-06-24 06:56:45,245 - mmaction - INFO - Epoch [112][1640/1879] lr: 5.133e-02, eta: 3 days, 7:51:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7277, loss_cls: 2.2479, loss: 2.2479, grad_norm: 2.7798 2021-06-24 06:57:30,042 - mmaction - INFO - Epoch [112][1660/1879] lr: 5.133e-02, eta: 3 days, 7:51:09, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7039, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.7530 2021-06-24 06:58:14,964 - mmaction - INFO - Epoch [112][1680/1879] lr: 5.133e-02, eta: 3 days, 7:50:24, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3064, loss: 2.3064, grad_norm: 2.7188 2021-06-24 06:58:59,737 - mmaction - INFO - Epoch [112][1700/1879] lr: 5.133e-02, eta: 3 days, 7:49:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.6851 2021-06-24 06:59:44,451 - mmaction - INFO - Epoch [112][1720/1879] lr: 5.133e-02, eta: 3 days, 7:48:54, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4477, top5_acc: 0.7066, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.7355 2021-06-24 07:00:29,197 - mmaction - INFO - Epoch [112][1740/1879] lr: 5.133e-02, eta: 3 days, 7:48:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.3007, loss: 2.3007, grad_norm: 2.7367 2021-06-24 07:01:13,904 - mmaction - INFO - Epoch [112][1760/1879] lr: 5.133e-02, eta: 3 days, 7:47:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.7190 2021-06-24 07:01:58,764 - mmaction - INFO - Epoch [112][1780/1879] lr: 5.133e-02, eta: 3 days, 7:46:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7043, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.7600 2021-06-24 07:02:43,516 - mmaction - INFO - Epoch [112][1800/1879] lr: 5.133e-02, eta: 3 days, 7:45:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.8075 2021-06-24 07:03:28,332 - mmaction - INFO - Epoch [112][1820/1879] lr: 5.133e-02, eta: 3 days, 7:45:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7109, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.8055 2021-06-24 07:04:13,151 - mmaction - INFO - Epoch [112][1840/1879] lr: 5.133e-02, eta: 3 days, 7:44:24, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4570, top5_acc: 0.7129, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.7956 2021-06-24 07:04:58,090 - mmaction - INFO - Epoch [112][1860/1879] lr: 5.133e-02, eta: 3 days, 7:43:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4605, top5_acc: 0.6977, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.7329 2021-06-24 07:05:44,233 - mmaction - INFO - Saving checkpoint at 112 epochs 2021-06-24 07:07:27,435 - mmaction - INFO - Epoch [113][20/1879] lr: 5.003e-02, eta: 3 days, 7:42:21, time: 5.140, data_time: 2.895, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.7241 2021-06-24 07:08:12,309 - mmaction - INFO - Epoch [113][40/1879] lr: 5.003e-02, eta: 3 days, 7:41:36, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7016, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.7959 2021-06-24 07:08:57,326 - mmaction - INFO - Epoch [113][60/1879] lr: 5.003e-02, eta: 3 days, 7:40:51, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7223, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.6631 2021-06-24 07:09:42,274 - mmaction - INFO - Epoch [113][80/1879] lr: 5.003e-02, eta: 3 days, 7:40:06, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7207, loss_cls: 2.2535, loss: 2.2535, grad_norm: 2.7313 2021-06-24 07:10:27,212 - mmaction - INFO - Epoch [113][100/1879] lr: 5.003e-02, eta: 3 days, 7:39:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7105, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.7531 2021-06-24 07:11:12,155 - mmaction - INFO - Epoch [113][120/1879] lr: 5.003e-02, eta: 3 days, 7:38:36, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7355, loss_cls: 2.2439, loss: 2.2439, grad_norm: 2.7249 2021-06-24 07:11:57,078 - mmaction - INFO - Epoch [113][140/1879] lr: 5.003e-02, eta: 3 days, 7:37:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7301, loss_cls: 2.2397, loss: 2.2397, grad_norm: 2.6605 2021-06-24 07:12:41,979 - mmaction - INFO - Epoch [113][160/1879] lr: 5.003e-02, eta: 3 days, 7:37:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7305, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.7338 2021-06-24 07:13:26,886 - mmaction - INFO - Epoch [113][180/1879] lr: 5.003e-02, eta: 3 days, 7:36:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7230, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.6489 2021-06-24 07:14:11,861 - mmaction - INFO - Epoch [113][200/1879] lr: 5.003e-02, eta: 3 days, 7:35:36, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7348, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.7950 2021-06-24 07:14:56,866 - mmaction - INFO - Epoch [113][220/1879] lr: 5.003e-02, eta: 3 days, 7:34:52, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7340, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.7418 2021-06-24 07:15:41,779 - mmaction - INFO - Epoch [113][240/1879] lr: 5.003e-02, eta: 3 days, 7:34:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.7332 2021-06-24 07:16:26,616 - mmaction - INFO - Epoch [113][260/1879] lr: 5.003e-02, eta: 3 days, 7:33:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7223, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.7021 2021-06-24 07:17:11,414 - mmaction - INFO - Epoch [113][280/1879] lr: 5.003e-02, eta: 3 days, 7:32:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7320, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.8171 2021-06-24 07:17:56,379 - mmaction - INFO - Epoch [113][300/1879] lr: 5.003e-02, eta: 3 days, 7:31:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7199, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.7307 2021-06-24 07:18:41,321 - mmaction - INFO - Epoch [113][320/1879] lr: 5.003e-02, eta: 3 days, 7:31:07, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7234, loss_cls: 2.2962, loss: 2.2962, grad_norm: 2.7792 2021-06-24 07:19:26,202 - mmaction - INFO - Epoch [113][340/1879] lr: 5.003e-02, eta: 3 days, 7:30:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2576, loss: 2.2576, grad_norm: 2.6699 2021-06-24 07:20:11,041 - mmaction - INFO - Epoch [113][360/1879] lr: 5.003e-02, eta: 3 days, 7:29:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7383, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.7790 2021-06-24 07:20:55,814 - mmaction - INFO - Epoch [113][380/1879] lr: 5.003e-02, eta: 3 days, 7:28:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7355, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.7896 2021-06-24 07:21:40,650 - mmaction - INFO - Epoch [113][400/1879] lr: 5.003e-02, eta: 3 days, 7:28:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7215, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.7853 2021-06-24 07:22:25,524 - mmaction - INFO - Epoch [113][420/1879] lr: 5.003e-02, eta: 3 days, 7:27:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7207, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.8592 2021-06-24 07:23:10,310 - mmaction - INFO - Epoch [113][440/1879] lr: 5.003e-02, eta: 3 days, 7:26:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7059, loss_cls: 2.2759, loss: 2.2759, grad_norm: 2.7461 2021-06-24 07:23:55,034 - mmaction - INFO - Epoch [113][460/1879] lr: 5.003e-02, eta: 3 days, 7:25:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7121, loss_cls: 2.3464, loss: 2.3464, grad_norm: 2.7177 2021-06-24 07:24:39,882 - mmaction - INFO - Epoch [113][480/1879] lr: 5.003e-02, eta: 3 days, 7:25:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7238, loss_cls: 2.2972, loss: 2.2972, grad_norm: 2.7407 2021-06-24 07:25:24,794 - mmaction - INFO - Epoch [113][500/1879] lr: 5.003e-02, eta: 3 days, 7:24:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7191, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.8314 2021-06-24 07:26:09,465 - mmaction - INFO - Epoch [113][520/1879] lr: 5.003e-02, eta: 3 days, 7:23:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.2913, loss: 2.2913, grad_norm: 2.6605 2021-06-24 07:26:54,354 - mmaction - INFO - Epoch [113][540/1879] lr: 5.003e-02, eta: 3 days, 7:22:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.4025, loss: 2.4025, grad_norm: 2.7608 2021-06-24 07:27:39,232 - mmaction - INFO - Epoch [113][560/1879] lr: 5.003e-02, eta: 3 days, 7:22:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7262, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.7766 2021-06-24 07:28:24,032 - mmaction - INFO - Epoch [113][580/1879] lr: 5.003e-02, eta: 3 days, 7:21:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7273, loss_cls: 2.2616, loss: 2.2616, grad_norm: 2.7376 2021-06-24 07:29:08,890 - mmaction - INFO - Epoch [113][600/1879] lr: 5.003e-02, eta: 3 days, 7:20:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7281, loss_cls: 2.2652, loss: 2.2652, grad_norm: 2.7145 2021-06-24 07:29:53,718 - mmaction - INFO - Epoch [113][620/1879] lr: 5.003e-02, eta: 3 days, 7:19:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7332, loss_cls: 2.2383, loss: 2.2383, grad_norm: 2.8083 2021-06-24 07:30:38,465 - mmaction - INFO - Epoch [113][640/1879] lr: 5.003e-02, eta: 3 days, 7:19:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7168, loss_cls: 2.3207, loss: 2.3207, grad_norm: 2.6409 2021-06-24 07:31:23,290 - mmaction - INFO - Epoch [113][660/1879] lr: 5.003e-02, eta: 3 days, 7:18:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7223, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.7168 2021-06-24 07:32:08,103 - mmaction - INFO - Epoch [113][680/1879] lr: 5.003e-02, eta: 3 days, 7:17:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7230, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.8106 2021-06-24 07:32:52,991 - mmaction - INFO - Epoch [113][700/1879] lr: 5.003e-02, eta: 3 days, 7:16:52, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4633, top5_acc: 0.7281, loss_cls: 2.3105, loss: 2.3105, grad_norm: 2.7393 2021-06-24 07:33:37,786 - mmaction - INFO - Epoch [113][720/1879] lr: 5.003e-02, eta: 3 days, 7:16:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.6930 2021-06-24 07:34:22,509 - mmaction - INFO - Epoch [113][740/1879] lr: 5.003e-02, eta: 3 days, 7:15:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7145, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.7459 2021-06-24 07:35:07,391 - mmaction - INFO - Epoch [113][760/1879] lr: 5.003e-02, eta: 3 days, 7:14:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7215, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.8026 2021-06-24 07:35:52,194 - mmaction - INFO - Epoch [113][780/1879] lr: 5.003e-02, eta: 3 days, 7:13:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7262, loss_cls: 2.2929, loss: 2.2929, grad_norm: 2.7132 2021-06-24 07:36:36,988 - mmaction - INFO - Epoch [113][800/1879] lr: 5.003e-02, eta: 3 days, 7:13:07, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7031, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.7244 2021-06-24 07:37:21,857 - mmaction - INFO - Epoch [113][820/1879] lr: 5.003e-02, eta: 3 days, 7:12:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7285, loss_cls: 2.2646, loss: 2.2646, grad_norm: 2.6893 2021-06-24 07:38:06,596 - mmaction - INFO - Epoch [113][840/1879] lr: 5.003e-02, eta: 3 days, 7:11:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7086, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.7638 2021-06-24 07:38:51,405 - mmaction - INFO - Epoch [113][860/1879] lr: 5.003e-02, eta: 3 days, 7:10:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7227, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.8139 2021-06-24 07:39:36,332 - mmaction - INFO - Epoch [113][880/1879] lr: 5.003e-02, eta: 3 days, 7:10:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.7296 2021-06-24 07:40:21,135 - mmaction - INFO - Epoch [113][900/1879] lr: 5.003e-02, eta: 3 days, 7:09:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7090, loss_cls: 2.2906, loss: 2.2906, grad_norm: 2.8177 2021-06-24 07:41:05,966 - mmaction - INFO - Epoch [113][920/1879] lr: 5.003e-02, eta: 3 days, 7:08:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7289, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.7643 2021-06-24 07:41:50,785 - mmaction - INFO - Epoch [113][940/1879] lr: 5.003e-02, eta: 3 days, 7:07:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2914, loss: 2.2914, grad_norm: 2.8248 2021-06-24 07:42:35,449 - mmaction - INFO - Epoch [113][960/1879] lr: 5.003e-02, eta: 3 days, 7:07:07, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7105, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.6944 2021-06-24 07:43:20,269 - mmaction - INFO - Epoch [113][980/1879] lr: 5.003e-02, eta: 3 days, 7:06:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7270, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.7961 2021-06-24 07:44:05,174 - mmaction - INFO - Epoch [113][1000/1879] lr: 5.003e-02, eta: 3 days, 7:05:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7238, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.7558 2021-06-24 07:44:49,973 - mmaction - INFO - Epoch [113][1020/1879] lr: 5.003e-02, eta: 3 days, 7:04:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4543, top5_acc: 0.7148, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.7750 2021-06-24 07:45:34,733 - mmaction - INFO - Epoch [113][1040/1879] lr: 5.003e-02, eta: 3 days, 7:04:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7285, loss_cls: 2.2879, loss: 2.2879, grad_norm: 2.7279 2021-06-24 07:46:19,558 - mmaction - INFO - Epoch [113][1060/1879] lr: 5.003e-02, eta: 3 days, 7:03:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7332, loss_cls: 2.2330, loss: 2.2330, grad_norm: 2.7839 2021-06-24 07:47:04,359 - mmaction - INFO - Epoch [113][1080/1879] lr: 5.003e-02, eta: 3 days, 7:02:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7191, loss_cls: 2.2833, loss: 2.2833, grad_norm: 2.7103 2021-06-24 07:47:49,172 - mmaction - INFO - Epoch [113][1100/1879] lr: 5.003e-02, eta: 3 days, 7:01:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7223, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.7883 2021-06-24 07:48:34,007 - mmaction - INFO - Epoch [113][1120/1879] lr: 5.003e-02, eta: 3 days, 7:01:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7090, loss_cls: 2.3149, loss: 2.3149, grad_norm: 2.7186 2021-06-24 07:49:18,649 - mmaction - INFO - Epoch [113][1140/1879] lr: 5.003e-02, eta: 3 days, 7:00:22, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.6721 2021-06-24 07:50:03,428 - mmaction - INFO - Epoch [113][1160/1879] lr: 5.003e-02, eta: 3 days, 6:59:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7289, loss_cls: 2.2906, loss: 2.2906, grad_norm: 2.8044 2021-06-24 07:50:48,132 - mmaction - INFO - Epoch [113][1180/1879] lr: 5.003e-02, eta: 3 days, 6:58:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7266, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.7790 2021-06-24 07:51:32,990 - mmaction - INFO - Epoch [113][1200/1879] lr: 5.003e-02, eta: 3 days, 6:58:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7148, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.7598 2021-06-24 07:52:17,748 - mmaction - INFO - Epoch [113][1220/1879] lr: 5.003e-02, eta: 3 days, 6:57:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3146, loss: 2.3146, grad_norm: 2.7839 2021-06-24 07:53:02,528 - mmaction - INFO - Epoch [113][1240/1879] lr: 5.003e-02, eta: 3 days, 6:56:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.6818 2021-06-24 07:53:47,401 - mmaction - INFO - Epoch [113][1260/1879] lr: 5.003e-02, eta: 3 days, 6:55:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7184, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.7214 2021-06-24 07:54:32,225 - mmaction - INFO - Epoch [113][1280/1879] lr: 5.003e-02, eta: 3 days, 6:55:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7188, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.8331 2021-06-24 07:55:17,075 - mmaction - INFO - Epoch [113][1300/1879] lr: 5.003e-02, eta: 3 days, 6:54:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7262, loss_cls: 2.2561, loss: 2.2561, grad_norm: 2.7489 2021-06-24 07:56:01,878 - mmaction - INFO - Epoch [113][1320/1879] lr: 5.003e-02, eta: 3 days, 6:53:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7141, loss_cls: 2.2772, loss: 2.2772, grad_norm: 2.8205 2021-06-24 07:56:46,838 - mmaction - INFO - Epoch [113][1340/1879] lr: 5.003e-02, eta: 3 days, 6:52:53, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.7331 2021-06-24 07:57:31,806 - mmaction - INFO - Epoch [113][1360/1879] lr: 5.003e-02, eta: 3 days, 6:52:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.3149, loss: 2.3149, grad_norm: 2.7961 2021-06-24 07:58:16,596 - mmaction - INFO - Epoch [113][1380/1879] lr: 5.003e-02, eta: 3 days, 6:51:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7184, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.7925 2021-06-24 07:59:01,255 - mmaction - INFO - Epoch [113][1400/1879] lr: 5.003e-02, eta: 3 days, 6:50:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.8100 2021-06-24 07:59:46,117 - mmaction - INFO - Epoch [113][1420/1879] lr: 5.003e-02, eta: 3 days, 6:49:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2991, loss: 2.2991, grad_norm: 2.7307 2021-06-24 08:00:30,860 - mmaction - INFO - Epoch [113][1440/1879] lr: 5.003e-02, eta: 3 days, 6:49:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7063, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.7512 2021-06-24 08:01:15,871 - mmaction - INFO - Epoch [113][1460/1879] lr: 5.003e-02, eta: 3 days, 6:48:23, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7164, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.7552 2021-06-24 08:02:00,670 - mmaction - INFO - Epoch [113][1480/1879] lr: 5.003e-02, eta: 3 days, 6:47:38, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4461, top5_acc: 0.7184, loss_cls: 2.3571, loss: 2.3571, grad_norm: 2.7454 2021-06-24 08:02:45,476 - mmaction - INFO - Epoch [113][1500/1879] lr: 5.003e-02, eta: 3 days, 6:46:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7234, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.7864 2021-06-24 08:03:30,362 - mmaction - INFO - Epoch [113][1520/1879] lr: 5.003e-02, eta: 3 days, 6:46:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.7813 2021-06-24 08:04:15,131 - mmaction - INFO - Epoch [113][1540/1879] lr: 5.003e-02, eta: 3 days, 6:45:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.7963 2021-06-24 08:04:59,892 - mmaction - INFO - Epoch [113][1560/1879] lr: 5.003e-02, eta: 3 days, 6:44:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7211, loss_cls: 2.3066, loss: 2.3066, grad_norm: 2.7270 2021-06-24 08:05:44,707 - mmaction - INFO - Epoch [113][1580/1879] lr: 5.003e-02, eta: 3 days, 6:43:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7223, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.7582 2021-06-24 08:06:29,545 - mmaction - INFO - Epoch [113][1600/1879] lr: 5.003e-02, eta: 3 days, 6:43:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7113, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.7241 2021-06-24 08:07:14,387 - mmaction - INFO - Epoch [113][1620/1879] lr: 5.003e-02, eta: 3 days, 6:42:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7348, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.6832 2021-06-24 08:07:59,295 - mmaction - INFO - Epoch [113][1640/1879] lr: 5.003e-02, eta: 3 days, 6:41:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.7893 2021-06-24 08:08:44,089 - mmaction - INFO - Epoch [113][1660/1879] lr: 5.003e-02, eta: 3 days, 6:40:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.7579 2021-06-24 08:09:28,897 - mmaction - INFO - Epoch [113][1680/1879] lr: 5.003e-02, eta: 3 days, 6:40:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4566, top5_acc: 0.7152, loss_cls: 2.3348, loss: 2.3348, grad_norm: 2.7595 2021-06-24 08:10:13,639 - mmaction - INFO - Epoch [113][1700/1879] lr: 5.003e-02, eta: 3 days, 6:39:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.2783, loss: 2.2783, grad_norm: 2.7145 2021-06-24 08:10:58,381 - mmaction - INFO - Epoch [113][1720/1879] lr: 5.003e-02, eta: 3 days, 6:38:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7246, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.7502 2021-06-24 08:11:43,109 - mmaction - INFO - Epoch [113][1740/1879] lr: 5.003e-02, eta: 3 days, 6:37:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.7379 2021-06-24 08:12:27,834 - mmaction - INFO - Epoch [113][1760/1879] lr: 5.003e-02, eta: 3 days, 6:37:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7301, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.7911 2021-06-24 08:13:12,651 - mmaction - INFO - Epoch [113][1780/1879] lr: 5.003e-02, eta: 3 days, 6:36:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7188, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.8464 2021-06-24 08:13:57,517 - mmaction - INFO - Epoch [113][1800/1879] lr: 5.003e-02, eta: 3 days, 6:35:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7230, loss_cls: 2.2604, loss: 2.2604, grad_norm: 2.7652 2021-06-24 08:14:42,482 - mmaction - INFO - Epoch [113][1820/1879] lr: 5.003e-02, eta: 3 days, 6:34:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4652, top5_acc: 0.7234, loss_cls: 2.3037, loss: 2.3037, grad_norm: 2.7579 2021-06-24 08:15:27,271 - mmaction - INFO - Epoch [113][1840/1879] lr: 5.003e-02, eta: 3 days, 6:34:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4645, top5_acc: 0.7121, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.8278 2021-06-24 08:16:12,133 - mmaction - INFO - Epoch [113][1860/1879] lr: 5.003e-02, eta: 3 days, 6:33:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4664, top5_acc: 0.7066, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.6897 2021-06-24 08:16:55,226 - mmaction - INFO - Saving checkpoint at 113 epochs 2021-06-24 08:18:27,465 - mmaction - INFO - Epoch [114][20/1879] lr: 4.874e-02, eta: 3 days, 6:31:58, time: 4.599, data_time: 2.338, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7289, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.7782 2021-06-24 08:19:12,384 - mmaction - INFO - Epoch [114][40/1879] lr: 4.874e-02, eta: 3 days, 6:31:13, time: 2.246, data_time: 0.004, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7230, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.7842 2021-06-24 08:19:57,306 - mmaction - INFO - Epoch [114][60/1879] lr: 4.874e-02, eta: 3 days, 6:30:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.7668 2021-06-24 08:20:42,279 - mmaction - INFO - Epoch [114][80/1879] lr: 4.874e-02, eta: 3 days, 6:29:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7328, loss_cls: 2.2113, loss: 2.2113, grad_norm: 2.7340 2021-06-24 08:21:27,265 - mmaction - INFO - Epoch [114][100/1879] lr: 4.874e-02, eta: 3 days, 6:28:58, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7441, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.7546 2021-06-24 08:22:12,121 - mmaction - INFO - Epoch [114][120/1879] lr: 4.874e-02, eta: 3 days, 6:28:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7309, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.8169 2021-06-24 08:22:57,020 - mmaction - INFO - Epoch [114][140/1879] lr: 4.874e-02, eta: 3 days, 6:27:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.3105, loss: 2.3105, grad_norm: 2.7720 2021-06-24 08:23:41,994 - mmaction - INFO - Epoch [114][160/1879] lr: 4.874e-02, eta: 3 days, 6:26:44, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7434, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.7760 2021-06-24 08:24:26,882 - mmaction - INFO - Epoch [114][180/1879] lr: 4.874e-02, eta: 3 days, 6:25:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7309, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.7564 2021-06-24 08:25:11,797 - mmaction - INFO - Epoch [114][200/1879] lr: 4.874e-02, eta: 3 days, 6:25:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7066, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.8817 2021-06-24 08:25:56,618 - mmaction - INFO - Epoch [114][220/1879] lr: 4.874e-02, eta: 3 days, 6:24:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4637, top5_acc: 0.7145, loss_cls: 2.3297, loss: 2.3297, grad_norm: 2.7355 2021-06-24 08:26:41,553 - mmaction - INFO - Epoch [114][240/1879] lr: 4.874e-02, eta: 3 days, 6:23:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7332, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.7992 2021-06-24 08:27:26,262 - mmaction - INFO - Epoch [114][260/1879] lr: 4.874e-02, eta: 3 days, 6:22:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7168, loss_cls: 2.2629, loss: 2.2629, grad_norm: 2.7315 2021-06-24 08:28:11,212 - mmaction - INFO - Epoch [114][280/1879] lr: 4.874e-02, eta: 3 days, 6:22:14, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2879, loss: 2.2879, grad_norm: 2.7352 2021-06-24 08:28:55,972 - mmaction - INFO - Epoch [114][300/1879] lr: 4.874e-02, eta: 3 days, 6:21:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7164, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.7771 2021-06-24 08:29:40,790 - mmaction - INFO - Epoch [114][320/1879] lr: 4.874e-02, eta: 3 days, 6:20:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1920, loss: 2.1920, grad_norm: 2.7520 2021-06-24 08:30:25,685 - mmaction - INFO - Epoch [114][340/1879] lr: 4.874e-02, eta: 3 days, 6:19:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7207, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.7618 2021-06-24 08:31:10,600 - mmaction - INFO - Epoch [114][360/1879] lr: 4.874e-02, eta: 3 days, 6:19:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.6971 2021-06-24 08:31:55,425 - mmaction - INFO - Epoch [114][380/1879] lr: 4.874e-02, eta: 3 days, 6:18:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7301, loss_cls: 2.2048, loss: 2.2048, grad_norm: 2.7496 2021-06-24 08:32:40,363 - mmaction - INFO - Epoch [114][400/1879] lr: 4.874e-02, eta: 3 days, 6:17:44, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7285, loss_cls: 2.2627, loss: 2.2627, grad_norm: 2.8741 2021-06-24 08:33:25,244 - mmaction - INFO - Epoch [114][420/1879] lr: 4.874e-02, eta: 3 days, 6:16:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.7877 2021-06-24 08:34:09,982 - mmaction - INFO - Epoch [114][440/1879] lr: 4.874e-02, eta: 3 days, 6:16:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7172, loss_cls: 2.3002, loss: 2.3002, grad_norm: 2.7652 2021-06-24 08:34:54,715 - mmaction - INFO - Epoch [114][460/1879] lr: 4.874e-02, eta: 3 days, 6:15:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.3469, loss: 2.3469, grad_norm: 2.7750 2021-06-24 08:35:39,564 - mmaction - INFO - Epoch [114][480/1879] lr: 4.874e-02, eta: 3 days, 6:14:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7137, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.7306 2021-06-24 08:36:24,416 - mmaction - INFO - Epoch [114][500/1879] lr: 4.874e-02, eta: 3 days, 6:13:59, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7230, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.8436 2021-06-24 08:37:09,224 - mmaction - INFO - Epoch [114][520/1879] lr: 4.874e-02, eta: 3 days, 6:13:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2236, loss: 2.2236, grad_norm: 2.7927 2021-06-24 08:37:54,060 - mmaction - INFO - Epoch [114][540/1879] lr: 4.874e-02, eta: 3 days, 6:12:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7293, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.7664 2021-06-24 08:38:38,823 - mmaction - INFO - Epoch [114][560/1879] lr: 4.874e-02, eta: 3 days, 6:11:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.8062 2021-06-24 08:39:23,641 - mmaction - INFO - Epoch [114][580/1879] lr: 4.874e-02, eta: 3 days, 6:10:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7227, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.7386 2021-06-24 08:40:08,549 - mmaction - INFO - Epoch [114][600/1879] lr: 4.874e-02, eta: 3 days, 6:10:14, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.8443 2021-06-24 08:40:53,316 - mmaction - INFO - Epoch [114][620/1879] lr: 4.874e-02, eta: 3 days, 6:09:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.7750 2021-06-24 08:41:38,247 - mmaction - INFO - Epoch [114][640/1879] lr: 4.874e-02, eta: 3 days, 6:08:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7246, loss_cls: 2.2798, loss: 2.2798, grad_norm: 2.7700 2021-06-24 08:42:23,082 - mmaction - INFO - Epoch [114][660/1879] lr: 4.874e-02, eta: 3 days, 6:07:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7184, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.7893 2021-06-24 08:43:07,862 - mmaction - INFO - Epoch [114][680/1879] lr: 4.874e-02, eta: 3 days, 6:07:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7254, loss_cls: 2.3028, loss: 2.3028, grad_norm: 2.7966 2021-06-24 08:43:52,710 - mmaction - INFO - Epoch [114][700/1879] lr: 4.874e-02, eta: 3 days, 6:06:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7270, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.7139 2021-06-24 08:44:37,497 - mmaction - INFO - Epoch [114][720/1879] lr: 4.874e-02, eta: 3 days, 6:05:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4500, top5_acc: 0.6949, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.7723 2021-06-24 08:45:22,288 - mmaction - INFO - Epoch [114][740/1879] lr: 4.874e-02, eta: 3 days, 6:04:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4613, top5_acc: 0.7078, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.8043 2021-06-24 08:46:07,044 - mmaction - INFO - Epoch [114][760/1879] lr: 4.874e-02, eta: 3 days, 6:04:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7332, loss_cls: 2.2013, loss: 2.2013, grad_norm: 2.8200 2021-06-24 08:46:51,692 - mmaction - INFO - Epoch [114][780/1879] lr: 4.874e-02, eta: 3 days, 6:03:29, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7125, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.7820 2021-06-24 08:47:36,517 - mmaction - INFO - Epoch [114][800/1879] lr: 4.874e-02, eta: 3 days, 6:02:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7207, loss_cls: 2.3121, loss: 2.3121, grad_norm: 2.7877 2021-06-24 08:48:21,265 - mmaction - INFO - Epoch [114][820/1879] lr: 4.874e-02, eta: 3 days, 6:01:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7105, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.8626 2021-06-24 08:49:06,062 - mmaction - INFO - Epoch [114][840/1879] lr: 4.874e-02, eta: 3 days, 6:01:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7254, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.7259 2021-06-24 08:49:50,851 - mmaction - INFO - Epoch [114][860/1879] lr: 4.874e-02, eta: 3 days, 6:00:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4551, top5_acc: 0.7117, loss_cls: 2.3361, loss: 2.3361, grad_norm: 2.7911 2021-06-24 08:50:35,583 - mmaction - INFO - Epoch [114][880/1879] lr: 4.874e-02, eta: 3 days, 5:59:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4898, top5_acc: 0.7441, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.7585 2021-06-24 08:51:20,479 - mmaction - INFO - Epoch [114][900/1879] lr: 4.874e-02, eta: 3 days, 5:58:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7230, loss_cls: 2.2876, loss: 2.2876, grad_norm: 2.8952 2021-06-24 08:52:05,243 - mmaction - INFO - Epoch [114][920/1879] lr: 4.874e-02, eta: 3 days, 5:58:14, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7164, loss_cls: 2.2916, loss: 2.2916, grad_norm: 2.7352 2021-06-24 08:52:50,105 - mmaction - INFO - Epoch [114][940/1879] lr: 4.874e-02, eta: 3 days, 5:57:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.3057, loss: 2.3057, grad_norm: 2.7415 2021-06-24 08:53:34,950 - mmaction - INFO - Epoch [114][960/1879] lr: 4.874e-02, eta: 3 days, 5:56:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7320, loss_cls: 2.2778, loss: 2.2778, grad_norm: 2.8067 2021-06-24 08:54:19,755 - mmaction - INFO - Epoch [114][980/1879] lr: 4.874e-02, eta: 3 days, 5:56:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7168, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.8660 2021-06-24 08:55:04,641 - mmaction - INFO - Epoch [114][1000/1879] lr: 4.874e-02, eta: 3 days, 5:55:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2839, loss: 2.2839, grad_norm: 2.7976 2021-06-24 08:55:49,445 - mmaction - INFO - Epoch [114][1020/1879] lr: 4.874e-02, eta: 3 days, 5:54:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4531, top5_acc: 0.7164, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.8341 2021-06-24 08:56:34,262 - mmaction - INFO - Epoch [114][1040/1879] lr: 4.874e-02, eta: 3 days, 5:53:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7281, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.7660 2021-06-24 08:57:19,200 - mmaction - INFO - Epoch [114][1060/1879] lr: 4.874e-02, eta: 3 days, 5:53:00, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7211, loss_cls: 2.3102, loss: 2.3102, grad_norm: 2.7291 2021-06-24 08:58:03,985 - mmaction - INFO - Epoch [114][1080/1879] lr: 4.874e-02, eta: 3 days, 5:52:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7082, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.7403 2021-06-24 08:58:48,824 - mmaction - INFO - Epoch [114][1100/1879] lr: 4.874e-02, eta: 3 days, 5:51:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7188, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.7219 2021-06-24 08:59:33,668 - mmaction - INFO - Epoch [114][1120/1879] lr: 4.874e-02, eta: 3 days, 5:50:45, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7219, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.7136 2021-06-24 09:00:18,324 - mmaction - INFO - Epoch [114][1140/1879] lr: 4.874e-02, eta: 3 days, 5:50:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7332, loss_cls: 2.2382, loss: 2.2382, grad_norm: 2.8659 2021-06-24 09:01:03,238 - mmaction - INFO - Epoch [114][1160/1879] lr: 4.874e-02, eta: 3 days, 5:49:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.7541 2021-06-24 09:01:47,919 - mmaction - INFO - Epoch [114][1180/1879] lr: 4.874e-02, eta: 3 days, 5:48:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7273, loss_cls: 2.2305, loss: 2.2305, grad_norm: 2.7703 2021-06-24 09:02:32,668 - mmaction - INFO - Epoch [114][1200/1879] lr: 4.874e-02, eta: 3 days, 5:47:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7344, loss_cls: 2.2358, loss: 2.2358, grad_norm: 2.8345 2021-06-24 09:03:17,361 - mmaction - INFO - Epoch [114][1220/1879] lr: 4.874e-02, eta: 3 days, 5:47:00, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7137, loss_cls: 2.3324, loss: 2.3324, grad_norm: 2.8296 2021-06-24 09:04:02,152 - mmaction - INFO - Epoch [114][1240/1879] lr: 4.874e-02, eta: 3 days, 5:46:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7324, loss_cls: 2.2429, loss: 2.2429, grad_norm: 2.7522 2021-06-24 09:04:46,851 - mmaction - INFO - Epoch [114][1260/1879] lr: 4.874e-02, eta: 3 days, 5:45:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7277, loss_cls: 2.2512, loss: 2.2512, grad_norm: 2.7714 2021-06-24 09:05:31,650 - mmaction - INFO - Epoch [114][1280/1879] lr: 4.874e-02, eta: 3 days, 5:44:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7211, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.7856 2021-06-24 09:06:16,399 - mmaction - INFO - Epoch [114][1300/1879] lr: 4.874e-02, eta: 3 days, 5:44:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7254, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.7883 2021-06-24 09:07:01,317 - mmaction - INFO - Epoch [114][1320/1879] lr: 4.874e-02, eta: 3 days, 5:43:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.8005 2021-06-24 09:07:46,264 - mmaction - INFO - Epoch [114][1340/1879] lr: 4.874e-02, eta: 3 days, 5:42:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7152, loss_cls: 2.2681, loss: 2.2681, grad_norm: 2.7851 2021-06-24 09:08:31,102 - mmaction - INFO - Epoch [114][1360/1879] lr: 4.874e-02, eta: 3 days, 5:41:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2613, loss: 2.2613, grad_norm: 2.6871 2021-06-24 09:09:15,981 - mmaction - INFO - Epoch [114][1380/1879] lr: 4.874e-02, eta: 3 days, 5:41:00, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7047, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.7384 2021-06-24 09:10:00,680 - mmaction - INFO - Epoch [114][1400/1879] lr: 4.874e-02, eta: 3 days, 5:40:15, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7270, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.7163 2021-06-24 09:10:45,414 - mmaction - INFO - Epoch [114][1420/1879] lr: 4.874e-02, eta: 3 days, 5:39:30, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.7266 2021-06-24 09:11:30,234 - mmaction - INFO - Epoch [114][1440/1879] lr: 4.874e-02, eta: 3 days, 5:38:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7207, loss_cls: 2.2983, loss: 2.2983, grad_norm: 2.7973 2021-06-24 09:12:15,048 - mmaction - INFO - Epoch [114][1460/1879] lr: 4.874e-02, eta: 3 days, 5:38:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.7464 2021-06-24 09:12:59,728 - mmaction - INFO - Epoch [114][1480/1879] lr: 4.874e-02, eta: 3 days, 5:37:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7145, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.6776 2021-06-24 09:13:44,430 - mmaction - INFO - Epoch [114][1500/1879] lr: 4.874e-02, eta: 3 days, 5:36:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2681, loss: 2.2681, grad_norm: 2.7295 2021-06-24 09:14:29,141 - mmaction - INFO - Epoch [114][1520/1879] lr: 4.874e-02, eta: 3 days, 5:35:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7199, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.8056 2021-06-24 09:15:13,852 - mmaction - INFO - Epoch [114][1540/1879] lr: 4.874e-02, eta: 3 days, 5:35:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4590, top5_acc: 0.7129, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.7382 2021-06-24 09:15:58,616 - mmaction - INFO - Epoch [114][1560/1879] lr: 4.874e-02, eta: 3 days, 5:34:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4398, top5_acc: 0.7043, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.7779 2021-06-24 09:16:43,361 - mmaction - INFO - Epoch [114][1580/1879] lr: 4.874e-02, eta: 3 days, 5:33:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7020, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.7568 2021-06-24 09:17:28,152 - mmaction - INFO - Epoch [114][1600/1879] lr: 4.874e-02, eta: 3 days, 5:32:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7238, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.7783 2021-06-24 09:18:13,008 - mmaction - INFO - Epoch [114][1620/1879] lr: 4.874e-02, eta: 3 days, 5:32:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4594, top5_acc: 0.7137, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.8226 2021-06-24 09:18:57,885 - mmaction - INFO - Epoch [114][1640/1879] lr: 4.874e-02, eta: 3 days, 5:31:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7199, loss_cls: 2.2974, loss: 2.2974, grad_norm: 2.6775 2021-06-24 09:19:42,721 - mmaction - INFO - Epoch [114][1660/1879] lr: 4.874e-02, eta: 3 days, 5:30:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7219, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.8042 2021-06-24 09:20:27,632 - mmaction - INFO - Epoch [114][1680/1879] lr: 4.874e-02, eta: 3 days, 5:29:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7363, loss_cls: 2.2241, loss: 2.2241, grad_norm: 2.7747 2021-06-24 09:21:12,464 - mmaction - INFO - Epoch [114][1700/1879] lr: 4.874e-02, eta: 3 days, 5:29:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7195, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.7466 2021-06-24 09:21:57,277 - mmaction - INFO - Epoch [114][1720/1879] lr: 4.874e-02, eta: 3 days, 5:28:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7371, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.7926 2021-06-24 09:22:42,083 - mmaction - INFO - Epoch [114][1740/1879] lr: 4.874e-02, eta: 3 days, 5:27:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7242, loss_cls: 2.2851, loss: 2.2851, grad_norm: 2.7482 2021-06-24 09:23:26,947 - mmaction - INFO - Epoch [114][1760/1879] lr: 4.874e-02, eta: 3 days, 5:26:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.8014 2021-06-24 09:24:11,708 - mmaction - INFO - Epoch [114][1780/1879] lr: 4.874e-02, eta: 3 days, 5:26:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7207, loss_cls: 2.2975, loss: 2.2975, grad_norm: 2.8569 2021-06-24 09:24:56,527 - mmaction - INFO - Epoch [114][1800/1879] lr: 4.874e-02, eta: 3 days, 5:25:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7215, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.8136 2021-06-24 09:25:41,272 - mmaction - INFO - Epoch [114][1820/1879] lr: 4.874e-02, eta: 3 days, 5:24:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.6887 2021-06-24 09:26:26,008 - mmaction - INFO - Epoch [114][1840/1879] lr: 4.874e-02, eta: 3 days, 5:23:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7258, loss_cls: 2.2202, loss: 2.2202, grad_norm: 2.7854 2021-06-24 09:27:10,794 - mmaction - INFO - Epoch [114][1860/1879] lr: 4.874e-02, eta: 3 days, 5:23:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7324, loss_cls: 2.1945, loss: 2.1945, grad_norm: 2.7145 2021-06-24 09:27:53,857 - mmaction - INFO - Saving checkpoint at 114 epochs 2021-06-24 09:29:25,853 - mmaction - INFO - Epoch [115][20/1879] lr: 4.746e-02, eta: 3 days, 5:21:34, time: 4.572, data_time: 2.304, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7258, loss_cls: 2.2400, loss: 2.2400, grad_norm: 2.8390 2021-06-24 09:30:10,810 - mmaction - INFO - Epoch [115][40/1879] lr: 4.746e-02, eta: 3 days, 5:20:50, time: 2.248, data_time: 0.003, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7219, loss_cls: 2.2708, loss: 2.2708, grad_norm: 2.8026 2021-06-24 09:30:55,647 - mmaction - INFO - Epoch [115][60/1879] lr: 4.746e-02, eta: 3 days, 5:20:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7207, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.7629 2021-06-24 09:31:40,532 - mmaction - INFO - Epoch [115][80/1879] lr: 4.746e-02, eta: 3 days, 5:19:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7199, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.7912 2021-06-24 09:32:25,505 - mmaction - INFO - Epoch [115][100/1879] lr: 4.746e-02, eta: 3 days, 5:18:35, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7207, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.7823 2021-06-24 09:33:10,277 - mmaction - INFO - Epoch [115][120/1879] lr: 4.746e-02, eta: 3 days, 5:17:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2184, loss: 2.2184, grad_norm: 2.7763 2021-06-24 09:33:55,213 - mmaction - INFO - Epoch [115][140/1879] lr: 4.746e-02, eta: 3 days, 5:17:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2653, loss: 2.2653, grad_norm: 2.7805 2021-06-24 09:34:40,117 - mmaction - INFO - Epoch [115][160/1879] lr: 4.746e-02, eta: 3 days, 5:16:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7191, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.8465 2021-06-24 09:35:25,056 - mmaction - INFO - Epoch [115][180/1879] lr: 4.746e-02, eta: 3 days, 5:15:35, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1686, loss: 2.1686, grad_norm: 2.7576 2021-06-24 09:36:09,964 - mmaction - INFO - Epoch [115][200/1879] lr: 4.746e-02, eta: 3 days, 5:14:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7449, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.7988 2021-06-24 09:36:54,972 - mmaction - INFO - Epoch [115][220/1879] lr: 4.746e-02, eta: 3 days, 5:14:05, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7250, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.8260 2021-06-24 09:37:39,807 - mmaction - INFO - Epoch [115][240/1879] lr: 4.746e-02, eta: 3 days, 5:13:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7312, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.7236 2021-06-24 09:38:24,785 - mmaction - INFO - Epoch [115][260/1879] lr: 4.746e-02, eta: 3 days, 5:12:35, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7352, loss_cls: 2.2157, loss: 2.2157, grad_norm: 2.6978 2021-06-24 09:39:09,536 - mmaction - INFO - Epoch [115][280/1879] lr: 4.746e-02, eta: 3 days, 5:11:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7262, loss_cls: 2.2423, loss: 2.2423, grad_norm: 2.8207 2021-06-24 09:39:54,504 - mmaction - INFO - Epoch [115][300/1879] lr: 4.746e-02, eta: 3 days, 5:11:05, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7211, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.7872 2021-06-24 09:40:39,349 - mmaction - INFO - Epoch [115][320/1879] lr: 4.746e-02, eta: 3 days, 5:10:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7414, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.8366 2021-06-24 09:41:24,152 - mmaction - INFO - Epoch [115][340/1879] lr: 4.746e-02, eta: 3 days, 5:09:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7293, loss_cls: 2.2090, loss: 2.2090, grad_norm: 2.7995 2021-06-24 09:42:08,855 - mmaction - INFO - Epoch [115][360/1879] lr: 4.746e-02, eta: 3 days, 5:08:50, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7176, loss_cls: 2.3266, loss: 2.3266, grad_norm: 2.8662 2021-06-24 09:42:53,701 - mmaction - INFO - Epoch [115][380/1879] lr: 4.746e-02, eta: 3 days, 5:08:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7133, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.7734 2021-06-24 09:43:38,497 - mmaction - INFO - Epoch [115][400/1879] lr: 4.746e-02, eta: 3 days, 5:07:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7242, loss_cls: 2.2271, loss: 2.2271, grad_norm: 2.7739 2021-06-24 09:44:23,350 - mmaction - INFO - Epoch [115][420/1879] lr: 4.746e-02, eta: 3 days, 5:06:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2629, loss: 2.2629, grad_norm: 2.7793 2021-06-24 09:45:08,115 - mmaction - INFO - Epoch [115][440/1879] lr: 4.746e-02, eta: 3 days, 5:05:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1894, loss: 2.1894, grad_norm: 2.7000 2021-06-24 09:45:52,983 - mmaction - INFO - Epoch [115][460/1879] lr: 4.746e-02, eta: 3 days, 5:05:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7340, loss_cls: 2.2044, loss: 2.2044, grad_norm: 2.7840 2021-06-24 09:46:37,764 - mmaction - INFO - Epoch [115][480/1879] lr: 4.746e-02, eta: 3 days, 5:04:21, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.8558 2021-06-24 09:47:22,488 - mmaction - INFO - Epoch [115][500/1879] lr: 4.746e-02, eta: 3 days, 5:03:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2760, loss: 2.2760, grad_norm: 2.7856 2021-06-24 09:48:07,355 - mmaction - INFO - Epoch [115][520/1879] lr: 4.746e-02, eta: 3 days, 5:02:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7238, loss_cls: 2.2273, loss: 2.2273, grad_norm: 2.8499 2021-06-24 09:48:52,232 - mmaction - INFO - Epoch [115][540/1879] lr: 4.746e-02, eta: 3 days, 5:02:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1794, loss: 2.1794, grad_norm: 2.7908 2021-06-24 09:49:37,117 - mmaction - INFO - Epoch [115][560/1879] lr: 4.746e-02, eta: 3 days, 5:01:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7246, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.7518 2021-06-24 09:50:21,965 - mmaction - INFO - Epoch [115][580/1879] lr: 4.746e-02, eta: 3 days, 5:00:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7309, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.7924 2021-06-24 09:51:06,724 - mmaction - INFO - Epoch [115][600/1879] lr: 4.746e-02, eta: 3 days, 4:59:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7234, loss_cls: 2.2443, loss: 2.2443, grad_norm: 2.8448 2021-06-24 09:51:51,573 - mmaction - INFO - Epoch [115][620/1879] lr: 4.746e-02, eta: 3 days, 4:59:06, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7438, loss_cls: 2.2020, loss: 2.2020, grad_norm: 2.7775 2021-06-24 09:52:36,380 - mmaction - INFO - Epoch [115][640/1879] lr: 4.746e-02, eta: 3 days, 4:58:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7406, loss_cls: 2.2184, loss: 2.2184, grad_norm: 2.8537 2021-06-24 09:53:21,198 - mmaction - INFO - Epoch [115][660/1879] lr: 4.746e-02, eta: 3 days, 4:57:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7152, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.7763 2021-06-24 09:54:05,967 - mmaction - INFO - Epoch [115][680/1879] lr: 4.746e-02, eta: 3 days, 4:56:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7227, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.7997 2021-06-24 09:54:50,777 - mmaction - INFO - Epoch [115][700/1879] lr: 4.746e-02, eta: 3 days, 4:56:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.2976, loss: 2.2976, grad_norm: 2.8237 2021-06-24 09:55:35,534 - mmaction - INFO - Epoch [115][720/1879] lr: 4.746e-02, eta: 3 days, 4:55:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7195, loss_cls: 2.2601, loss: 2.2601, grad_norm: 2.7742 2021-06-24 09:56:20,371 - mmaction - INFO - Epoch [115][740/1879] lr: 4.746e-02, eta: 3 days, 4:54:36, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7312, loss_cls: 2.2836, loss: 2.2836, grad_norm: 2.7641 2021-06-24 09:57:05,303 - mmaction - INFO - Epoch [115][760/1879] lr: 4.746e-02, eta: 3 days, 4:53:51, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7113, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.7761 2021-06-24 09:57:50,034 - mmaction - INFO - Epoch [115][780/1879] lr: 4.746e-02, eta: 3 days, 4:53:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.8115 2021-06-24 09:58:34,834 - mmaction - INFO - Epoch [115][800/1879] lr: 4.746e-02, eta: 3 days, 4:52:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7312, loss_cls: 2.2574, loss: 2.2574, grad_norm: 2.7915 2021-06-24 09:59:19,639 - mmaction - INFO - Epoch [115][820/1879] lr: 4.746e-02, eta: 3 days, 4:51:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7117, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.8557 2021-06-24 10:00:04,377 - mmaction - INFO - Epoch [115][840/1879] lr: 4.746e-02, eta: 3 days, 4:50:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7238, loss_cls: 2.2496, loss: 2.2496, grad_norm: 2.7994 2021-06-24 10:00:49,116 - mmaction - INFO - Epoch [115][860/1879] lr: 4.746e-02, eta: 3 days, 4:50:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7352, loss_cls: 2.2124, loss: 2.2124, grad_norm: 2.8000 2021-06-24 10:01:33,883 - mmaction - INFO - Epoch [115][880/1879] lr: 4.746e-02, eta: 3 days, 4:49:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4629, top5_acc: 0.7086, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.8329 2021-06-24 10:02:18,634 - mmaction - INFO - Epoch [115][900/1879] lr: 4.746e-02, eta: 3 days, 4:48:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.7698 2021-06-24 10:03:03,256 - mmaction - INFO - Epoch [115][920/1879] lr: 4.746e-02, eta: 3 days, 4:47:51, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7277, loss_cls: 2.2497, loss: 2.2497, grad_norm: 2.8183 2021-06-24 10:03:47,986 - mmaction - INFO - Epoch [115][940/1879] lr: 4.746e-02, eta: 3 days, 4:47:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4621, top5_acc: 0.7184, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.7584 2021-06-24 10:04:32,796 - mmaction - INFO - Epoch [115][960/1879] lr: 4.746e-02, eta: 3 days, 4:46:21, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7293, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.8583 2021-06-24 10:05:17,571 - mmaction - INFO - Epoch [115][980/1879] lr: 4.746e-02, eta: 3 days, 4:45:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2108, loss: 2.2108, grad_norm: 2.8170 2021-06-24 10:06:02,394 - mmaction - INFO - Epoch [115][1000/1879] lr: 4.746e-02, eta: 3 days, 4:44:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7160, loss_cls: 2.3246, loss: 2.3246, grad_norm: 2.7655 2021-06-24 10:06:47,107 - mmaction - INFO - Epoch [115][1020/1879] lr: 4.746e-02, eta: 3 days, 4:44:06, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7301, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.8027 2021-06-24 10:07:31,878 - mmaction - INFO - Epoch [115][1040/1879] lr: 4.746e-02, eta: 3 days, 4:43:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.7435 2021-06-24 10:08:16,778 - mmaction - INFO - Epoch [115][1060/1879] lr: 4.746e-02, eta: 3 days, 4:42:36, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7250, loss_cls: 2.2466, loss: 2.2466, grad_norm: 2.7820 2021-06-24 10:09:01,588 - mmaction - INFO - Epoch [115][1080/1879] lr: 4.746e-02, eta: 3 days, 4:41:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7234, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.7715 2021-06-24 10:09:46,252 - mmaction - INFO - Epoch [115][1100/1879] lr: 4.746e-02, eta: 3 days, 4:41:06, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7332, loss_cls: 2.2504, loss: 2.2504, grad_norm: 2.8463 2021-06-24 10:10:31,067 - mmaction - INFO - Epoch [115][1120/1879] lr: 4.746e-02, eta: 3 days, 4:40:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.3208, loss: 2.3208, grad_norm: 2.8290 2021-06-24 10:11:15,749 - mmaction - INFO - Epoch [115][1140/1879] lr: 4.746e-02, eta: 3 days, 4:39:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.8212 2021-06-24 10:12:00,277 - mmaction - INFO - Epoch [115][1160/1879] lr: 4.746e-02, eta: 3 days, 4:38:51, time: 2.226, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7246, loss_cls: 2.2847, loss: 2.2847, grad_norm: 2.8912 2021-06-24 10:12:45,050 - mmaction - INFO - Epoch [115][1180/1879] lr: 4.746e-02, eta: 3 days, 4:38:06, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.7898 2021-06-24 10:13:30,007 - mmaction - INFO - Epoch [115][1200/1879] lr: 4.746e-02, eta: 3 days, 4:37:21, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.8433 2021-06-24 10:14:14,802 - mmaction - INFO - Epoch [115][1220/1879] lr: 4.746e-02, eta: 3 days, 4:36:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7199, loss_cls: 2.2595, loss: 2.2595, grad_norm: 2.8218 2021-06-24 10:14:59,565 - mmaction - INFO - Epoch [115][1240/1879] lr: 4.746e-02, eta: 3 days, 4:35:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3724, loss: 2.3724, grad_norm: 2.8057 2021-06-24 10:15:44,455 - mmaction - INFO - Epoch [115][1260/1879] lr: 4.746e-02, eta: 3 days, 4:35:06, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7223, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.8700 2021-06-24 10:16:29,274 - mmaction - INFO - Epoch [115][1280/1879] lr: 4.746e-02, eta: 3 days, 4:34:21, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7270, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.8810 2021-06-24 10:17:14,074 - mmaction - INFO - Epoch [115][1300/1879] lr: 4.746e-02, eta: 3 days, 4:33:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4676, top5_acc: 0.7180, loss_cls: 2.2996, loss: 2.2996, grad_norm: 2.9163 2021-06-24 10:17:58,987 - mmaction - INFO - Epoch [115][1320/1879] lr: 4.746e-02, eta: 3 days, 4:32:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7355, loss_cls: 2.2338, loss: 2.2338, grad_norm: 2.7459 2021-06-24 10:18:43,767 - mmaction - INFO - Epoch [115][1340/1879] lr: 4.746e-02, eta: 3 days, 4:32:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.3011, loss: 2.3011, grad_norm: 2.7282 2021-06-24 10:19:28,639 - mmaction - INFO - Epoch [115][1360/1879] lr: 4.746e-02, eta: 3 days, 4:31:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7230, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.7949 2021-06-24 10:20:13,424 - mmaction - INFO - Epoch [115][1380/1879] lr: 4.746e-02, eta: 3 days, 4:30:36, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7184, loss_cls: 2.2675, loss: 2.2675, grad_norm: 2.7728 2021-06-24 10:20:58,336 - mmaction - INFO - Epoch [115][1400/1879] lr: 4.746e-02, eta: 3 days, 4:29:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.8382 2021-06-24 10:21:43,078 - mmaction - INFO - Epoch [115][1420/1879] lr: 4.746e-02, eta: 3 days, 4:29:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2657, loss: 2.2657, grad_norm: 2.6502 2021-06-24 10:22:27,855 - mmaction - INFO - Epoch [115][1440/1879] lr: 4.746e-02, eta: 3 days, 4:28:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.7890 2021-06-24 10:23:12,659 - mmaction - INFO - Epoch [115][1460/1879] lr: 4.746e-02, eta: 3 days, 4:27:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7258, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.8004 2021-06-24 10:23:57,419 - mmaction - INFO - Epoch [115][1480/1879] lr: 4.746e-02, eta: 3 days, 4:26:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4559, top5_acc: 0.7008, loss_cls: 2.3292, loss: 2.3292, grad_norm: 2.8000 2021-06-24 10:24:42,110 - mmaction - INFO - Epoch [115][1500/1879] lr: 4.746e-02, eta: 3 days, 4:26:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7391, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.8243 2021-06-24 10:25:26,883 - mmaction - INFO - Epoch [115][1520/1879] lr: 4.746e-02, eta: 3 days, 4:25:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.7752 2021-06-24 10:26:11,624 - mmaction - INFO - Epoch [115][1540/1879] lr: 4.746e-02, eta: 3 days, 4:24:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7301, loss_cls: 2.2372, loss: 2.2372, grad_norm: 2.8595 2021-06-24 10:26:56,267 - mmaction - INFO - Epoch [115][1560/1879] lr: 4.746e-02, eta: 3 days, 4:23:51, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7102, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.8029 2021-06-24 10:27:41,006 - mmaction - INFO - Epoch [115][1580/1879] lr: 4.746e-02, eta: 3 days, 4:23:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7195, loss_cls: 2.2533, loss: 2.2533, grad_norm: 2.7341 2021-06-24 10:28:25,765 - mmaction - INFO - Epoch [115][1600/1879] lr: 4.746e-02, eta: 3 days, 4:22:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7293, loss_cls: 2.2382, loss: 2.2382, grad_norm: 2.8395 2021-06-24 10:29:10,481 - mmaction - INFO - Epoch [115][1620/1879] lr: 4.746e-02, eta: 3 days, 4:21:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7238, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.8191 2021-06-24 10:29:55,137 - mmaction - INFO - Epoch [115][1640/1879] lr: 4.746e-02, eta: 3 days, 4:20:51, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7254, loss_cls: 2.2947, loss: 2.2947, grad_norm: 2.8686 2021-06-24 10:30:39,910 - mmaction - INFO - Epoch [115][1660/1879] lr: 4.746e-02, eta: 3 days, 4:20:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7215, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.7839 2021-06-24 10:31:24,739 - mmaction - INFO - Epoch [115][1680/1879] lr: 4.746e-02, eta: 3 days, 4:19:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2727, loss: 2.2727, grad_norm: 2.8610 2021-06-24 10:32:09,502 - mmaction - INFO - Epoch [115][1700/1879] lr: 4.746e-02, eta: 3 days, 4:18:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2816, loss: 2.2816, grad_norm: 2.8728 2021-06-24 10:32:54,265 - mmaction - INFO - Epoch [115][1720/1879] lr: 4.746e-02, eta: 3 days, 4:17:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7164, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.8304 2021-06-24 10:33:39,169 - mmaction - INFO - Epoch [115][1740/1879] lr: 4.746e-02, eta: 3 days, 4:17:06, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2760, loss: 2.2760, grad_norm: 2.7497 2021-06-24 10:34:23,848 - mmaction - INFO - Epoch [115][1760/1879] lr: 4.746e-02, eta: 3 days, 4:16:21, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4660, top5_acc: 0.7090, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.8090 2021-06-24 10:35:08,526 - mmaction - INFO - Epoch [115][1780/1879] lr: 4.746e-02, eta: 3 days, 4:15:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7031, loss_cls: 2.3285, loss: 2.3285, grad_norm: 2.8097 2021-06-24 10:35:53,323 - mmaction - INFO - Epoch [115][1800/1879] lr: 4.746e-02, eta: 3 days, 4:14:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.8702 2021-06-24 10:36:38,126 - mmaction - INFO - Epoch [115][1820/1879] lr: 4.746e-02, eta: 3 days, 4:14:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7168, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.8163 2021-06-24 10:37:22,793 - mmaction - INFO - Epoch [115][1840/1879] lr: 4.746e-02, eta: 3 days, 4:13:21, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7180, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.7918 2021-06-24 10:38:07,442 - mmaction - INFO - Epoch [115][1860/1879] lr: 4.746e-02, eta: 3 days, 4:12:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4582, top5_acc: 0.7113, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.8250 2021-06-24 10:38:50,330 - mmaction - INFO - Saving checkpoint at 115 epochs 2021-06-24 10:40:22,514 - mmaction - INFO - Epoch [116][20/1879] lr: 4.619e-02, eta: 3 days, 4:11:10, time: 4.569, data_time: 2.294, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.8735 2021-06-24 10:41:07,398 - mmaction - INFO - Epoch [116][40/1879] lr: 4.619e-02, eta: 3 days, 4:10:25, time: 2.244, data_time: 0.004, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7254, loss_cls: 2.2705, loss: 2.2705, grad_norm: 2.8405 2021-06-24 10:41:52,338 - mmaction - INFO - Epoch [116][60/1879] lr: 4.619e-02, eta: 3 days, 4:09:40, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7293, loss_cls: 2.2705, loss: 2.2705, grad_norm: 2.8281 2021-06-24 10:42:37,176 - mmaction - INFO - Epoch [116][80/1879] lr: 4.619e-02, eta: 3 days, 4:08:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7332, loss_cls: 2.2454, loss: 2.2454, grad_norm: 2.6862 2021-06-24 10:43:21,899 - mmaction - INFO - Epoch [116][100/1879] lr: 4.619e-02, eta: 3 days, 4:08:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7348, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.7168 2021-06-24 10:44:06,741 - mmaction - INFO - Epoch [116][120/1879] lr: 4.619e-02, eta: 3 days, 4:07:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7348, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.0070 2021-06-24 10:44:51,698 - mmaction - INFO - Epoch [116][140/1879] lr: 4.619e-02, eta: 3 days, 4:06:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7348, loss_cls: 2.2401, loss: 2.2401, grad_norm: 2.8697 2021-06-24 10:45:36,589 - mmaction - INFO - Epoch [116][160/1879] lr: 4.619e-02, eta: 3 days, 4:05:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7398, loss_cls: 2.2113, loss: 2.2113, grad_norm: 2.7961 2021-06-24 10:46:21,327 - mmaction - INFO - Epoch [116][180/1879] lr: 4.619e-02, eta: 3 days, 4:05:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.8549 2021-06-24 10:47:05,987 - mmaction - INFO - Epoch [116][200/1879] lr: 4.619e-02, eta: 3 days, 4:04:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7309, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.8067 2021-06-24 10:47:50,714 - mmaction - INFO - Epoch [116][220/1879] lr: 4.619e-02, eta: 3 days, 4:03:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7406, loss_cls: 2.2128, loss: 2.2128, grad_norm: 2.8401 2021-06-24 10:48:35,343 - mmaction - INFO - Epoch [116][240/1879] lr: 4.619e-02, eta: 3 days, 4:02:55, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.8015 2021-06-24 10:49:20,108 - mmaction - INFO - Epoch [116][260/1879] lr: 4.619e-02, eta: 3 days, 4:02:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7246, loss_cls: 2.2197, loss: 2.2197, grad_norm: 2.7131 2021-06-24 10:50:04,933 - mmaction - INFO - Epoch [116][280/1879] lr: 4.619e-02, eta: 3 days, 4:01:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.8699 2021-06-24 10:50:49,668 - mmaction - INFO - Epoch [116][300/1879] lr: 4.619e-02, eta: 3 days, 4:00:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.8372 2021-06-24 10:51:34,558 - mmaction - INFO - Epoch [116][320/1879] lr: 4.619e-02, eta: 3 days, 3:59:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7402, loss_cls: 2.2204, loss: 2.2204, grad_norm: 2.8599 2021-06-24 10:52:19,462 - mmaction - INFO - Epoch [116][340/1879] lr: 4.619e-02, eta: 3 days, 3:59:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4680, top5_acc: 0.7152, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.8707 2021-06-24 10:53:04,264 - mmaction - INFO - Epoch [116][360/1879] lr: 4.619e-02, eta: 3 days, 3:58:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7305, loss_cls: 2.2417, loss: 2.2417, grad_norm: 2.7536 2021-06-24 10:53:48,944 - mmaction - INFO - Epoch [116][380/1879] lr: 4.619e-02, eta: 3 days, 3:57:40, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7293, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.7996 2021-06-24 10:54:33,783 - mmaction - INFO - Epoch [116][400/1879] lr: 4.619e-02, eta: 3 days, 3:56:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.8306 2021-06-24 10:55:18,602 - mmaction - INFO - Epoch [116][420/1879] lr: 4.619e-02, eta: 3 days, 3:56:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7238, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.7573 2021-06-24 10:56:03,454 - mmaction - INFO - Epoch [116][440/1879] lr: 4.619e-02, eta: 3 days, 3:55:25, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7254, loss_cls: 2.2623, loss: 2.2623, grad_norm: 2.8019 2021-06-24 10:56:48,105 - mmaction - INFO - Epoch [116][460/1879] lr: 4.619e-02, eta: 3 days, 3:54:40, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2247, loss: 2.2247, grad_norm: 2.8412 2021-06-24 10:57:32,961 - mmaction - INFO - Epoch [116][480/1879] lr: 4.619e-02, eta: 3 days, 3:53:55, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7199, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.8306 2021-06-24 10:58:17,790 - mmaction - INFO - Epoch [116][500/1879] lr: 4.619e-02, eta: 3 days, 3:53:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7355, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.7594 2021-06-24 10:59:02,610 - mmaction - INFO - Epoch [116][520/1879] lr: 4.619e-02, eta: 3 days, 3:52:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7383, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.7683 2021-06-24 10:59:47,423 - mmaction - INFO - Epoch [116][540/1879] lr: 4.619e-02, eta: 3 days, 3:51:40, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7422, loss_cls: 2.2476, loss: 2.2476, grad_norm: 2.8931 2021-06-24 11:00:32,080 - mmaction - INFO - Epoch [116][560/1879] lr: 4.619e-02, eta: 3 days, 3:50:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7355, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.7068 2021-06-24 11:01:16,914 - mmaction - INFO - Epoch [116][580/1879] lr: 4.619e-02, eta: 3 days, 3:50:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7336, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.8311 2021-06-24 11:02:01,636 - mmaction - INFO - Epoch [116][600/1879] lr: 4.619e-02, eta: 3 days, 3:49:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7227, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.8172 2021-06-24 11:02:46,486 - mmaction - INFO - Epoch [116][620/1879] lr: 4.619e-02, eta: 3 days, 3:48:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7301, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.8290 2021-06-24 11:03:31,214 - mmaction - INFO - Epoch [116][640/1879] lr: 4.619e-02, eta: 3 days, 3:47:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.8910 2021-06-24 11:04:15,881 - mmaction - INFO - Epoch [116][660/1879] lr: 4.619e-02, eta: 3 days, 3:47:10, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7395, loss_cls: 2.2280, loss: 2.2280, grad_norm: 2.8540 2021-06-24 11:05:00,783 - mmaction - INFO - Epoch [116][680/1879] lr: 4.619e-02, eta: 3 days, 3:46:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7254, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.7591 2021-06-24 11:05:45,632 - mmaction - INFO - Epoch [116][700/1879] lr: 4.619e-02, eta: 3 days, 3:45:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.7318 2021-06-24 11:06:30,250 - mmaction - INFO - Epoch [116][720/1879] lr: 4.619e-02, eta: 3 days, 3:44:55, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7352, loss_cls: 2.1857, loss: 2.1857, grad_norm: 2.8131 2021-06-24 11:07:15,043 - mmaction - INFO - Epoch [116][740/1879] lr: 4.619e-02, eta: 3 days, 3:44:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7238, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.8123 2021-06-24 11:07:59,683 - mmaction - INFO - Epoch [116][760/1879] lr: 4.619e-02, eta: 3 days, 3:43:25, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7363, loss_cls: 2.2303, loss: 2.2303, grad_norm: 2.8471 2021-06-24 11:08:44,441 - mmaction - INFO - Epoch [116][780/1879] lr: 4.619e-02, eta: 3 days, 3:42:40, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7457, loss_cls: 2.1842, loss: 2.1842, grad_norm: 2.8890 2021-06-24 11:09:29,173 - mmaction - INFO - Epoch [116][800/1879] lr: 4.619e-02, eta: 3 days, 3:41:55, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7324, loss_cls: 2.2441, loss: 2.2441, grad_norm: 2.8678 2021-06-24 11:10:13,821 - mmaction - INFO - Epoch [116][820/1879] lr: 4.619e-02, eta: 3 days, 3:41:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7168, loss_cls: 2.3434, loss: 2.3434, grad_norm: 2.8201 2021-06-24 11:10:58,631 - mmaction - INFO - Epoch [116][840/1879] lr: 4.619e-02, eta: 3 days, 3:40:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7168, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.7992 2021-06-24 11:11:43,427 - mmaction - INFO - Epoch [116][860/1879] lr: 4.619e-02, eta: 3 days, 3:39:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7355, loss_cls: 2.2135, loss: 2.2135, grad_norm: 2.8507 2021-06-24 11:12:28,194 - mmaction - INFO - Epoch [116][880/1879] lr: 4.619e-02, eta: 3 days, 3:38:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7324, loss_cls: 2.2096, loss: 2.2096, grad_norm: 2.8072 2021-06-24 11:13:12,947 - mmaction - INFO - Epoch [116][900/1879] lr: 4.619e-02, eta: 3 days, 3:38:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7207, loss_cls: 2.2579, loss: 2.2579, grad_norm: 2.8320 2021-06-24 11:13:57,765 - mmaction - INFO - Epoch [116][920/1879] lr: 4.619e-02, eta: 3 days, 3:37:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4668, top5_acc: 0.7168, loss_cls: 2.3130, loss: 2.3130, grad_norm: 2.8483 2021-06-24 11:14:42,654 - mmaction - INFO - Epoch [116][940/1879] lr: 4.619e-02, eta: 3 days, 3:36:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7277, loss_cls: 2.2815, loss: 2.2815, grad_norm: 2.8070 2021-06-24 11:15:27,418 - mmaction - INFO - Epoch [116][960/1879] lr: 4.619e-02, eta: 3 days, 3:35:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.8845 2021-06-24 11:16:12,065 - mmaction - INFO - Epoch [116][980/1879] lr: 4.619e-02, eta: 3 days, 3:35:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7145, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.8651 2021-06-24 11:16:56,816 - mmaction - INFO - Epoch [116][1000/1879] lr: 4.619e-02, eta: 3 days, 3:34:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7379, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.8380 2021-06-24 11:17:41,662 - mmaction - INFO - Epoch [116][1020/1879] lr: 4.619e-02, eta: 3 days, 3:33:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.8418 2021-06-24 11:18:26,291 - mmaction - INFO - Epoch [116][1040/1879] lr: 4.619e-02, eta: 3 days, 3:32:55, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7090, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.8820 2021-06-24 11:19:11,060 - mmaction - INFO - Epoch [116][1060/1879] lr: 4.619e-02, eta: 3 days, 3:32:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7441, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.7715 2021-06-24 11:19:55,818 - mmaction - INFO - Epoch [116][1080/1879] lr: 4.619e-02, eta: 3 days, 3:31:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7309, loss_cls: 2.1931, loss: 2.1931, grad_norm: 2.8330 2021-06-24 11:20:40,577 - mmaction - INFO - Epoch [116][1100/1879] lr: 4.619e-02, eta: 3 days, 3:30:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2554, loss: 2.2554, grad_norm: 2.8115 2021-06-24 11:21:25,227 - mmaction - INFO - Epoch [116][1120/1879] lr: 4.619e-02, eta: 3 days, 3:29:55, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4836, top5_acc: 0.7277, loss_cls: 2.2380, loss: 2.2380, grad_norm: 2.8256 2021-06-24 11:22:10,039 - mmaction - INFO - Epoch [116][1140/1879] lr: 4.619e-02, eta: 3 days, 3:29:10, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7312, loss_cls: 2.2405, loss: 2.2405, grad_norm: 2.9559 2021-06-24 11:22:54,838 - mmaction - INFO - Epoch [116][1160/1879] lr: 4.619e-02, eta: 3 days, 3:28:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7195, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.7328 2021-06-24 11:23:39,427 - mmaction - INFO - Epoch [116][1180/1879] lr: 4.619e-02, eta: 3 days, 3:27:40, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7211, loss_cls: 2.2887, loss: 2.2887, grad_norm: 2.8136 2021-06-24 11:24:24,248 - mmaction - INFO - Epoch [116][1200/1879] lr: 4.619e-02, eta: 3 days, 3:26:55, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7098, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.8372 2021-06-24 11:25:09,033 - mmaction - INFO - Epoch [116][1220/1879] lr: 4.619e-02, eta: 3 days, 3:26:10, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7371, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.9012 2021-06-24 11:25:53,745 - mmaction - INFO - Epoch [116][1240/1879] lr: 4.619e-02, eta: 3 days, 3:25:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7227, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.8607 2021-06-24 11:26:38,421 - mmaction - INFO - Epoch [116][1260/1879] lr: 4.619e-02, eta: 3 days, 3:24:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7355, loss_cls: 2.2634, loss: 2.2634, grad_norm: 2.8241 2021-06-24 11:27:23,214 - mmaction - INFO - Epoch [116][1280/1879] lr: 4.619e-02, eta: 3 days, 3:23:55, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7379, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.8266 2021-06-24 11:28:07,818 - mmaction - INFO - Epoch [116][1300/1879] lr: 4.619e-02, eta: 3 days, 3:23:10, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.4750, top5_acc: 0.7246, loss_cls: 2.2634, loss: 2.2634, grad_norm: 2.8648 2021-06-24 11:28:52,621 - mmaction - INFO - Epoch [116][1320/1879] lr: 4.619e-02, eta: 3 days, 3:22:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1889, loss: 2.1889, grad_norm: 2.8007 2021-06-24 11:29:37,349 - mmaction - INFO - Epoch [116][1340/1879] lr: 4.619e-02, eta: 3 days, 3:21:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7176, loss_cls: 2.2992, loss: 2.2992, grad_norm: 2.9328 2021-06-24 11:30:22,077 - mmaction - INFO - Epoch [116][1360/1879] lr: 4.619e-02, eta: 3 days, 3:20:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7102, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.8369 2021-06-24 11:31:06,811 - mmaction - INFO - Epoch [116][1380/1879] lr: 4.619e-02, eta: 3 days, 3:20:10, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.7528 2021-06-24 11:31:51,662 - mmaction - INFO - Epoch [116][1400/1879] lr: 4.619e-02, eta: 3 days, 3:19:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7309, loss_cls: 2.2524, loss: 2.2524, grad_norm: 2.8035 2021-06-24 11:32:36,449 - mmaction - INFO - Epoch [116][1420/1879] lr: 4.619e-02, eta: 3 days, 3:18:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7293, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.7839 2021-06-24 11:33:21,256 - mmaction - INFO - Epoch [116][1440/1879] lr: 4.619e-02, eta: 3 days, 3:17:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7215, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.8690 2021-06-24 11:34:06,116 - mmaction - INFO - Epoch [116][1460/1879] lr: 4.619e-02, eta: 3 days, 3:17:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7312, loss_cls: 2.2339, loss: 2.2339, grad_norm: 2.8369 2021-06-24 11:34:50,888 - mmaction - INFO - Epoch [116][1480/1879] lr: 4.619e-02, eta: 3 days, 3:16:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7297, loss_cls: 2.2723, loss: 2.2723, grad_norm: 2.8115 2021-06-24 11:35:35,599 - mmaction - INFO - Epoch [116][1500/1879] lr: 4.619e-02, eta: 3 days, 3:15:40, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7270, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.8336 2021-06-24 11:36:20,242 - mmaction - INFO - Epoch [116][1520/1879] lr: 4.619e-02, eta: 3 days, 3:14:55, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2593, loss: 2.2593, grad_norm: 2.7735 2021-06-24 11:37:04,994 - mmaction - INFO - Epoch [116][1540/1879] lr: 4.619e-02, eta: 3 days, 3:14:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7293, loss_cls: 2.2440, loss: 2.2440, grad_norm: 2.8053 2021-06-24 11:37:49,725 - mmaction - INFO - Epoch [116][1560/1879] lr: 4.619e-02, eta: 3 days, 3:13:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7199, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.1917 2021-06-24 11:38:34,525 - mmaction - INFO - Epoch [116][1580/1879] lr: 4.619e-02, eta: 3 days, 3:12:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7258, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.9399 2021-06-24 11:39:19,173 - mmaction - INFO - Epoch [116][1600/1879] lr: 4.619e-02, eta: 3 days, 3:11:55, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7082, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.8723 2021-06-24 11:40:03,890 - mmaction - INFO - Epoch [116][1620/1879] lr: 4.619e-02, eta: 3 days, 3:11:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7168, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.8625 2021-06-24 11:40:48,686 - mmaction - INFO - Epoch [116][1640/1879] lr: 4.619e-02, eta: 3 days, 3:10:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7387, loss_cls: 2.2319, loss: 2.2319, grad_norm: 2.7362 2021-06-24 11:41:33,498 - mmaction - INFO - Epoch [116][1660/1879] lr: 4.619e-02, eta: 3 days, 3:09:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7152, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.8642 2021-06-24 11:42:18,214 - mmaction - INFO - Epoch [116][1680/1879] lr: 4.619e-02, eta: 3 days, 3:08:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.7956 2021-06-24 11:43:02,968 - mmaction - INFO - Epoch [116][1700/1879] lr: 4.619e-02, eta: 3 days, 3:08:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7145, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.8838 2021-06-24 11:43:47,769 - mmaction - INFO - Epoch [116][1720/1879] lr: 4.619e-02, eta: 3 days, 3:07:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7289, loss_cls: 2.1890, loss: 2.1890, grad_norm: 2.8144 2021-06-24 11:44:32,572 - mmaction - INFO - Epoch [116][1740/1879] lr: 4.619e-02, eta: 3 days, 3:06:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.7733 2021-06-24 11:45:17,477 - mmaction - INFO - Epoch [116][1760/1879] lr: 4.619e-02, eta: 3 days, 3:05:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7223, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.8097 2021-06-24 11:46:02,273 - mmaction - INFO - Epoch [116][1780/1879] lr: 4.619e-02, eta: 3 days, 3:05:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2809, loss: 2.2809, grad_norm: 3.4725 2021-06-24 11:46:47,083 - mmaction - INFO - Epoch [116][1800/1879] lr: 4.619e-02, eta: 3 days, 3:04:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.9212 2021-06-24 11:47:31,886 - mmaction - INFO - Epoch [116][1820/1879] lr: 4.619e-02, eta: 3 days, 3:03:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.8756 2021-06-24 11:48:16,583 - mmaction - INFO - Epoch [116][1840/1879] lr: 4.619e-02, eta: 3 days, 3:02:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7176, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.8503 2021-06-24 11:49:01,339 - mmaction - INFO - Epoch [116][1860/1879] lr: 4.619e-02, eta: 3 days, 3:02:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4605, top5_acc: 0.7047, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.8847 2021-06-24 11:49:44,527 - mmaction - INFO - Saving checkpoint at 116 epochs 2021-06-24 11:51:16,895 - mmaction - INFO - Epoch [117][20/1879] lr: 4.493e-02, eta: 3 days, 3:00:45, time: 4.608, data_time: 2.338, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7281, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.8580 2021-06-24 11:52:01,907 - mmaction - INFO - Epoch [117][40/1879] lr: 4.493e-02, eta: 3 days, 3:00:00, time: 2.250, data_time: 0.003, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7328, loss_cls: 2.2374, loss: 2.2374, grad_norm: 2.8025 2021-06-24 11:52:46,770 - mmaction - INFO - Epoch [117][60/1879] lr: 4.493e-02, eta: 3 days, 2:59:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.8969 2021-06-24 11:53:31,696 - mmaction - INFO - Epoch [117][80/1879] lr: 4.493e-02, eta: 3 days, 2:58:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.9944 2021-06-24 11:54:16,543 - mmaction - INFO - Epoch [117][100/1879] lr: 4.493e-02, eta: 3 days, 2:57:45, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7316, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.8784 2021-06-24 11:55:01,581 - mmaction - INFO - Epoch [117][120/1879] lr: 4.493e-02, eta: 3 days, 2:57:00, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7320, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.8606 2021-06-24 11:55:46,457 - mmaction - INFO - Epoch [117][140/1879] lr: 4.493e-02, eta: 3 days, 2:56:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7488, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.9414 2021-06-24 11:56:31,326 - mmaction - INFO - Epoch [117][160/1879] lr: 4.493e-02, eta: 3 days, 2:55:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7242, loss_cls: 2.2936, loss: 2.2936, grad_norm: 2.8890 2021-06-24 11:57:16,078 - mmaction - INFO - Epoch [117][180/1879] lr: 4.493e-02, eta: 3 days, 2:54:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7316, loss_cls: 2.2611, loss: 2.2611, grad_norm: 2.8601 2021-06-24 11:58:00,998 - mmaction - INFO - Epoch [117][200/1879] lr: 4.493e-02, eta: 3 days, 2:54:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7383, loss_cls: 2.1980, loss: 2.1980, grad_norm: 2.8046 2021-06-24 11:58:45,872 - mmaction - INFO - Epoch [117][220/1879] lr: 4.493e-02, eta: 3 days, 2:53:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7363, loss_cls: 2.2077, loss: 2.2077, grad_norm: 2.8542 2021-06-24 11:59:30,742 - mmaction - INFO - Epoch [117][240/1879] lr: 4.493e-02, eta: 3 days, 2:52:30, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7359, loss_cls: 2.1782, loss: 2.1782, grad_norm: 2.8465 2021-06-24 12:00:15,952 - mmaction - INFO - Epoch [117][260/1879] lr: 4.493e-02, eta: 3 days, 2:51:46, time: 2.260, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7199, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.8503 2021-06-24 12:01:00,721 - mmaction - INFO - Epoch [117][280/1879] lr: 4.493e-02, eta: 3 days, 2:51:01, time: 2.239, data_time: 0.002, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7355, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.0087 2021-06-24 12:01:45,629 - mmaction - INFO - Epoch [117][300/1879] lr: 4.493e-02, eta: 3 days, 2:50:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7188, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.8144 2021-06-24 12:02:30,506 - mmaction - INFO - Epoch [117][320/1879] lr: 4.493e-02, eta: 3 days, 2:49:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2114, loss: 2.2114, grad_norm: 2.8607 2021-06-24 12:03:15,386 - mmaction - INFO - Epoch [117][340/1879] lr: 4.493e-02, eta: 3 days, 2:48:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.8330 2021-06-24 12:04:00,128 - mmaction - INFO - Epoch [117][360/1879] lr: 4.493e-02, eta: 3 days, 2:48:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7395, loss_cls: 2.2305, loss: 2.2305, grad_norm: 2.8415 2021-06-24 12:04:44,856 - mmaction - INFO - Epoch [117][380/1879] lr: 4.493e-02, eta: 3 days, 2:47:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2297, loss: 2.2297, grad_norm: 2.7858 2021-06-24 12:05:29,626 - mmaction - INFO - Epoch [117][400/1879] lr: 4.493e-02, eta: 3 days, 2:46:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7355, loss_cls: 2.2058, loss: 2.2058, grad_norm: 2.8462 2021-06-24 12:06:14,476 - mmaction - INFO - Epoch [117][420/1879] lr: 4.493e-02, eta: 3 days, 2:45:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7309, loss_cls: 2.2096, loss: 2.2096, grad_norm: 2.7958 2021-06-24 12:06:59,389 - mmaction - INFO - Epoch [117][440/1879] lr: 4.493e-02, eta: 3 days, 2:45:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7355, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.8449 2021-06-24 12:07:44,251 - mmaction - INFO - Epoch [117][460/1879] lr: 4.493e-02, eta: 3 days, 2:44:16, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7156, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.8195 2021-06-24 12:08:29,117 - mmaction - INFO - Epoch [117][480/1879] lr: 4.493e-02, eta: 3 days, 2:43:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7363, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.8349 2021-06-24 12:09:13,947 - mmaction - INFO - Epoch [117][500/1879] lr: 4.493e-02, eta: 3 days, 2:42:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.8990 2021-06-24 12:09:58,728 - mmaction - INFO - Epoch [117][520/1879] lr: 4.493e-02, eta: 3 days, 2:42:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7371, loss_cls: 2.2025, loss: 2.2025, grad_norm: 2.8022 2021-06-24 12:10:43,513 - mmaction - INFO - Epoch [117][540/1879] lr: 4.493e-02, eta: 3 days, 2:41:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4727, top5_acc: 0.7332, loss_cls: 2.2627, loss: 2.2627, grad_norm: 2.8842 2021-06-24 12:11:28,353 - mmaction - INFO - Epoch [117][560/1879] lr: 4.493e-02, eta: 3 days, 2:40:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7234, loss_cls: 2.2721, loss: 2.2721, grad_norm: 2.8248 2021-06-24 12:12:13,164 - mmaction - INFO - Epoch [117][580/1879] lr: 4.493e-02, eta: 3 days, 2:39:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7355, loss_cls: 2.2032, loss: 2.2032, grad_norm: 2.8406 2021-06-24 12:12:57,814 - mmaction - INFO - Epoch [117][600/1879] lr: 4.493e-02, eta: 3 days, 2:39:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2381, loss: 2.2381, grad_norm: 2.8904 2021-06-24 12:13:42,565 - mmaction - INFO - Epoch [117][620/1879] lr: 4.493e-02, eta: 3 days, 2:38:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7176, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.8885 2021-06-24 12:14:27,427 - mmaction - INFO - Epoch [117][640/1879] lr: 4.493e-02, eta: 3 days, 2:37:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2620, loss: 2.2620, grad_norm: 2.8195 2021-06-24 12:15:12,175 - mmaction - INFO - Epoch [117][660/1879] lr: 4.493e-02, eta: 3 days, 2:36:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7395, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.7802 2021-06-24 12:15:57,014 - mmaction - INFO - Epoch [117][680/1879] lr: 4.493e-02, eta: 3 days, 2:36:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7555, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.8987 2021-06-24 12:16:41,723 - mmaction - INFO - Epoch [117][700/1879] lr: 4.493e-02, eta: 3 days, 2:35:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7203, loss_cls: 2.2471, loss: 2.2471, grad_norm: 2.7909 2021-06-24 12:17:26,426 - mmaction - INFO - Epoch [117][720/1879] lr: 4.493e-02, eta: 3 days, 2:34:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7355, loss_cls: 2.2238, loss: 2.2238, grad_norm: 2.8088 2021-06-24 12:18:11,244 - mmaction - INFO - Epoch [117][740/1879] lr: 4.493e-02, eta: 3 days, 2:33:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7219, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.8647 2021-06-24 12:18:55,979 - mmaction - INFO - Epoch [117][760/1879] lr: 4.493e-02, eta: 3 days, 2:33:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7258, loss_cls: 2.2418, loss: 2.2418, grad_norm: 2.8126 2021-06-24 12:19:40,756 - mmaction - INFO - Epoch [117][780/1879] lr: 4.493e-02, eta: 3 days, 2:32:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7355, loss_cls: 2.2152, loss: 2.2152, grad_norm: 2.8047 2021-06-24 12:20:25,600 - mmaction - INFO - Epoch [117][800/1879] lr: 4.493e-02, eta: 3 days, 2:31:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4586, top5_acc: 0.7160, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.8178 2021-06-24 12:21:10,301 - mmaction - INFO - Epoch [117][820/1879] lr: 4.493e-02, eta: 3 days, 2:30:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7277, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.8349 2021-06-24 12:21:54,948 - mmaction - INFO - Epoch [117][840/1879] lr: 4.493e-02, eta: 3 days, 2:30:01, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7074, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.9441 2021-06-24 12:22:39,728 - mmaction - INFO - Epoch [117][860/1879] lr: 4.493e-02, eta: 3 days, 2:29:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7219, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.7521 2021-06-24 12:23:24,698 - mmaction - INFO - Epoch [117][880/1879] lr: 4.493e-02, eta: 3 days, 2:28:31, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1552, loss: 2.1552, grad_norm: 2.8427 2021-06-24 12:24:09,491 - mmaction - INFO - Epoch [117][900/1879] lr: 4.493e-02, eta: 3 days, 2:27:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7227, loss_cls: 2.2535, loss: 2.2535, grad_norm: 2.8414 2021-06-24 12:24:54,442 - mmaction - INFO - Epoch [117][920/1879] lr: 4.493e-02, eta: 3 days, 2:27:01, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4836, top5_acc: 0.7395, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.8865 2021-06-24 12:25:39,351 - mmaction - INFO - Epoch [117][940/1879] lr: 4.493e-02, eta: 3 days, 2:26:16, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7207, loss_cls: 2.2409, loss: 2.2409, grad_norm: 2.8463 2021-06-24 12:26:24,172 - mmaction - INFO - Epoch [117][960/1879] lr: 4.493e-02, eta: 3 days, 2:25:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7371, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.8574 2021-06-24 12:27:08,886 - mmaction - INFO - Epoch [117][980/1879] lr: 4.493e-02, eta: 3 days, 2:24:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.8776 2021-06-24 12:27:53,721 - mmaction - INFO - Epoch [117][1000/1879] lr: 4.493e-02, eta: 3 days, 2:24:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7223, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.8743 2021-06-24 12:28:38,577 - mmaction - INFO - Epoch [117][1020/1879] lr: 4.493e-02, eta: 3 days, 2:23:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7242, loss_cls: 2.2583, loss: 2.2583, grad_norm: 2.8477 2021-06-24 12:29:23,344 - mmaction - INFO - Epoch [117][1040/1879] lr: 4.493e-02, eta: 3 days, 2:22:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7352, loss_cls: 2.2170, loss: 2.2170, grad_norm: 2.8351 2021-06-24 12:30:08,141 - mmaction - INFO - Epoch [117][1060/1879] lr: 4.493e-02, eta: 3 days, 2:21:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7266, loss_cls: 2.2807, loss: 2.2807, grad_norm: 2.9355 2021-06-24 12:30:52,912 - mmaction - INFO - Epoch [117][1080/1879] lr: 4.493e-02, eta: 3 days, 2:21:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7223, loss_cls: 2.2230, loss: 2.2230, grad_norm: 2.7493 2021-06-24 12:31:37,705 - mmaction - INFO - Epoch [117][1100/1879] lr: 4.493e-02, eta: 3 days, 2:20:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7348, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.8513 2021-06-24 12:32:22,558 - mmaction - INFO - Epoch [117][1120/1879] lr: 4.493e-02, eta: 3 days, 2:19:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7383, loss_cls: 2.2318, loss: 2.2318, grad_norm: 2.8321 2021-06-24 12:33:07,389 - mmaction - INFO - Epoch [117][1140/1879] lr: 4.493e-02, eta: 3 days, 2:18:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7348, loss_cls: 2.1940, loss: 2.1940, grad_norm: 2.8209 2021-06-24 12:33:52,206 - mmaction - INFO - Epoch [117][1160/1879] lr: 4.493e-02, eta: 3 days, 2:18:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7234, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.8512 2021-06-24 12:34:37,096 - mmaction - INFO - Epoch [117][1180/1879] lr: 4.493e-02, eta: 3 days, 2:17:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7324, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.7573 2021-06-24 12:35:21,931 - mmaction - INFO - Epoch [117][1200/1879] lr: 4.493e-02, eta: 3 days, 2:16:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7410, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.8575 2021-06-24 12:36:06,911 - mmaction - INFO - Epoch [117][1220/1879] lr: 4.493e-02, eta: 3 days, 2:15:47, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.8466 2021-06-24 12:36:51,796 - mmaction - INFO - Epoch [117][1240/1879] lr: 4.493e-02, eta: 3 days, 2:15:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7340, loss_cls: 2.2229, loss: 2.2229, grad_norm: 2.9051 2021-06-24 12:37:36,590 - mmaction - INFO - Epoch [117][1260/1879] lr: 4.493e-02, eta: 3 days, 2:14:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7094, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.8824 2021-06-24 12:38:21,400 - mmaction - INFO - Epoch [117][1280/1879] lr: 4.493e-02, eta: 3 days, 2:13:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7371, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.7450 2021-06-24 12:39:06,212 - mmaction - INFO - Epoch [117][1300/1879] lr: 4.493e-02, eta: 3 days, 2:12:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7246, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.7816 2021-06-24 12:39:50,994 - mmaction - INFO - Epoch [117][1320/1879] lr: 4.493e-02, eta: 3 days, 2:12:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7387, loss_cls: 2.1897, loss: 2.1897, grad_norm: 2.8012 2021-06-24 12:40:35,841 - mmaction - INFO - Epoch [117][1340/1879] lr: 4.493e-02, eta: 3 days, 2:11:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7160, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.8514 2021-06-24 12:41:20,679 - mmaction - INFO - Epoch [117][1360/1879] lr: 4.493e-02, eta: 3 days, 2:10:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7180, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.7977 2021-06-24 12:42:05,426 - mmaction - INFO - Epoch [117][1380/1879] lr: 4.493e-02, eta: 3 days, 2:09:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7191, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.8787 2021-06-24 12:42:50,256 - mmaction - INFO - Epoch [117][1400/1879] lr: 4.493e-02, eta: 3 days, 2:09:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7199, loss_cls: 2.3020, loss: 2.3020, grad_norm: 2.8256 2021-06-24 12:43:35,106 - mmaction - INFO - Epoch [117][1420/1879] lr: 4.493e-02, eta: 3 days, 2:08:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7109, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.7930 2021-06-24 12:44:19,925 - mmaction - INFO - Epoch [117][1440/1879] lr: 4.493e-02, eta: 3 days, 2:07:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7293, loss_cls: 2.2274, loss: 2.2274, grad_norm: 2.7789 2021-06-24 12:45:04,751 - mmaction - INFO - Epoch [117][1460/1879] lr: 4.493e-02, eta: 3 days, 2:06:47, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7430, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.8043 2021-06-24 12:45:49,464 - mmaction - INFO - Epoch [117][1480/1879] lr: 4.493e-02, eta: 3 days, 2:06:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7262, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.8192 2021-06-24 12:46:34,315 - mmaction - INFO - Epoch [117][1500/1879] lr: 4.493e-02, eta: 3 days, 2:05:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.8672 2021-06-24 12:47:19,139 - mmaction - INFO - Epoch [117][1520/1879] lr: 4.493e-02, eta: 3 days, 2:04:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7422, loss_cls: 2.1927, loss: 2.1927, grad_norm: 2.8027 2021-06-24 12:48:03,984 - mmaction - INFO - Epoch [117][1540/1879] lr: 4.493e-02, eta: 3 days, 2:03:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.8712 2021-06-24 12:48:48,736 - mmaction - INFO - Epoch [117][1560/1879] lr: 4.493e-02, eta: 3 days, 2:03:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.8950 2021-06-24 12:49:33,518 - mmaction - INFO - Epoch [117][1580/1879] lr: 4.493e-02, eta: 3 days, 2:02:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7316, loss_cls: 2.2058, loss: 2.2058, grad_norm: 2.8750 2021-06-24 12:50:18,459 - mmaction - INFO - Epoch [117][1600/1879] lr: 4.493e-02, eta: 3 days, 2:01:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4641, top5_acc: 0.7074, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.8335 2021-06-24 12:51:03,374 - mmaction - INFO - Epoch [117][1620/1879] lr: 4.493e-02, eta: 3 days, 2:00:47, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.7573 2021-06-24 12:51:48,084 - mmaction - INFO - Epoch [117][1640/1879] lr: 4.493e-02, eta: 3 days, 2:00:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7168, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.9102 2021-06-24 12:52:33,000 - mmaction - INFO - Epoch [117][1660/1879] lr: 4.493e-02, eta: 3 days, 1:59:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7246, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.8182 2021-06-24 12:53:17,874 - mmaction - INFO - Epoch [117][1680/1879] lr: 4.493e-02, eta: 3 days, 1:58:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7402, loss_cls: 2.1875, loss: 2.1875, grad_norm: 2.8493 2021-06-24 12:54:02,742 - mmaction - INFO - Epoch [117][1700/1879] lr: 4.493e-02, eta: 3 days, 1:57:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7250, loss_cls: 2.2176, loss: 2.2176, grad_norm: 2.8111 2021-06-24 12:54:47,550 - mmaction - INFO - Epoch [117][1720/1879] lr: 4.493e-02, eta: 3 days, 1:57:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7199, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.7672 2021-06-24 12:55:32,351 - mmaction - INFO - Epoch [117][1740/1879] lr: 4.493e-02, eta: 3 days, 1:56:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7199, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.8415 2021-06-24 12:56:17,122 - mmaction - INFO - Epoch [117][1760/1879] lr: 4.493e-02, eta: 3 days, 1:55:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4656, top5_acc: 0.7082, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.8203 2021-06-24 12:57:01,843 - mmaction - INFO - Epoch [117][1780/1879] lr: 4.493e-02, eta: 3 days, 1:54:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.7660 2021-06-24 12:57:46,676 - mmaction - INFO - Epoch [117][1800/1879] lr: 4.493e-02, eta: 3 days, 1:54:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7355, loss_cls: 2.2214, loss: 2.2214, grad_norm: 2.7804 2021-06-24 12:58:31,551 - mmaction - INFO - Epoch [117][1820/1879] lr: 4.493e-02, eta: 3 days, 1:53:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7418, loss_cls: 2.1895, loss: 2.1895, grad_norm: 2.7928 2021-06-24 12:59:16,334 - mmaction - INFO - Epoch [117][1840/1879] lr: 4.493e-02, eta: 3 days, 1:52:33, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7379, loss_cls: 2.1817, loss: 2.1817, grad_norm: 2.7940 2021-06-24 13:00:01,177 - mmaction - INFO - Epoch [117][1860/1879] lr: 4.493e-02, eta: 3 days, 1:51:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2085, loss: 2.2085, grad_norm: 2.8839 2021-06-24 13:00:45,263 - mmaction - INFO - Saving checkpoint at 117 epochs 2021-06-24 13:02:26,053 - mmaction - INFO - Epoch [118][20/1879] lr: 4.368e-02, eta: 3 days, 1:50:27, time: 5.028, data_time: 2.775, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7371, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.8932 2021-06-24 13:03:10,970 - mmaction - INFO - Epoch [118][40/1879] lr: 4.368e-02, eta: 3 days, 1:49:42, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.9182 2021-06-24 13:03:55,920 - mmaction - INFO - Epoch [118][60/1879] lr: 4.368e-02, eta: 3 days, 1:48:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7375, loss_cls: 2.1989, loss: 2.1989, grad_norm: 2.8652 2021-06-24 13:04:40,850 - mmaction - INFO - Epoch [118][80/1879] lr: 4.368e-02, eta: 3 days, 1:48:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7289, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.0134 2021-06-24 13:05:25,843 - mmaction - INFO - Epoch [118][100/1879] lr: 4.368e-02, eta: 3 days, 1:47:27, time: 2.250, data_time: 0.003, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7324, loss_cls: 2.2300, loss: 2.2300, grad_norm: 2.9027 2021-06-24 13:06:10,760 - mmaction - INFO - Epoch [118][120/1879] lr: 4.368e-02, eta: 3 days, 1:46:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7395, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.9227 2021-06-24 13:06:55,718 - mmaction - INFO - Epoch [118][140/1879] lr: 4.368e-02, eta: 3 days, 1:45:58, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7238, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.8402 2021-06-24 13:07:40,473 - mmaction - INFO - Epoch [118][160/1879] lr: 4.368e-02, eta: 3 days, 1:45:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7262, loss_cls: 2.2556, loss: 2.2556, grad_norm: 2.8472 2021-06-24 13:08:25,376 - mmaction - INFO - Epoch [118][180/1879] lr: 4.368e-02, eta: 3 days, 1:44:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7578, loss_cls: 2.1074, loss: 2.1074, grad_norm: 2.8531 2021-06-24 13:09:10,232 - mmaction - INFO - Epoch [118][200/1879] lr: 4.368e-02, eta: 3 days, 1:43:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7387, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.9053 2021-06-24 13:09:55,112 - mmaction - INFO - Epoch [118][220/1879] lr: 4.368e-02, eta: 3 days, 1:42:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.8641 2021-06-24 13:10:39,928 - mmaction - INFO - Epoch [118][240/1879] lr: 4.368e-02, eta: 3 days, 1:42:13, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.8626 2021-06-24 13:11:24,790 - mmaction - INFO - Epoch [118][260/1879] lr: 4.368e-02, eta: 3 days, 1:41:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7324, loss_cls: 2.2554, loss: 2.2554, grad_norm: 2.8541 2021-06-24 13:12:09,608 - mmaction - INFO - Epoch [118][280/1879] lr: 4.368e-02, eta: 3 days, 1:40:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7527, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.9473 2021-06-24 13:12:54,427 - mmaction - INFO - Epoch [118][300/1879] lr: 4.368e-02, eta: 3 days, 1:39:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7312, loss_cls: 2.2197, loss: 2.2197, grad_norm: 2.8312 2021-06-24 13:13:39,300 - mmaction - INFO - Epoch [118][320/1879] lr: 4.368e-02, eta: 3 days, 1:39:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2294, loss: 2.2294, grad_norm: 2.8940 2021-06-24 13:14:24,031 - mmaction - INFO - Epoch [118][340/1879] lr: 4.368e-02, eta: 3 days, 1:38:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7305, loss_cls: 2.2271, loss: 2.2271, grad_norm: 2.8623 2021-06-24 13:15:08,821 - mmaction - INFO - Epoch [118][360/1879] lr: 4.368e-02, eta: 3 days, 1:37:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7492, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.8991 2021-06-24 13:15:53,602 - mmaction - INFO - Epoch [118][380/1879] lr: 4.368e-02, eta: 3 days, 1:36:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7293, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.9400 2021-06-24 13:16:38,436 - mmaction - INFO - Epoch [118][400/1879] lr: 4.368e-02, eta: 3 days, 1:36:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7391, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.9198 2021-06-24 13:17:23,323 - mmaction - INFO - Epoch [118][420/1879] lr: 4.368e-02, eta: 3 days, 1:35:28, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4672, top5_acc: 0.7152, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.1627 2021-06-24 13:18:08,222 - mmaction - INFO - Epoch [118][440/1879] lr: 4.368e-02, eta: 3 days, 1:34:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7387, loss_cls: 2.2280, loss: 2.2280, grad_norm: 2.8472 2021-06-24 13:18:53,067 - mmaction - INFO - Epoch [118][460/1879] lr: 4.368e-02, eta: 3 days, 1:33:58, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7387, loss_cls: 2.2058, loss: 2.2058, grad_norm: 2.8616 2021-06-24 13:19:37,777 - mmaction - INFO - Epoch [118][480/1879] lr: 4.368e-02, eta: 3 days, 1:33:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.2051, loss: 2.2051, grad_norm: 2.8344 2021-06-24 13:20:22,645 - mmaction - INFO - Epoch [118][500/1879] lr: 4.368e-02, eta: 3 days, 1:32:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7410, loss_cls: 2.1750, loss: 2.1750, grad_norm: 2.9148 2021-06-24 13:21:07,328 - mmaction - INFO - Epoch [118][520/1879] lr: 4.368e-02, eta: 3 days, 1:31:43, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7297, loss_cls: 2.1818, loss: 2.1818, grad_norm: 2.8684 2021-06-24 13:21:52,177 - mmaction - INFO - Epoch [118][540/1879] lr: 4.368e-02, eta: 3 days, 1:30:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7340, loss_cls: 2.2561, loss: 2.2561, grad_norm: 2.9325 2021-06-24 13:22:36,927 - mmaction - INFO - Epoch [118][560/1879] lr: 4.368e-02, eta: 3 days, 1:30:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7336, loss_cls: 2.2086, loss: 2.2086, grad_norm: 2.8102 2021-06-24 13:23:21,749 - mmaction - INFO - Epoch [118][580/1879] lr: 4.368e-02, eta: 3 days, 1:29:28, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7496, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.9797 2021-06-24 13:24:06,692 - mmaction - INFO - Epoch [118][600/1879] lr: 4.368e-02, eta: 3 days, 1:28:43, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7230, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.9090 2021-06-24 13:24:51,575 - mmaction - INFO - Epoch [118][620/1879] lr: 4.368e-02, eta: 3 days, 1:27:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7352, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.9215 2021-06-24 13:25:36,474 - mmaction - INFO - Epoch [118][640/1879] lr: 4.368e-02, eta: 3 days, 1:27:13, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7082, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.8204 2021-06-24 13:26:21,310 - mmaction - INFO - Epoch [118][660/1879] lr: 4.368e-02, eta: 3 days, 1:26:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2173, loss: 2.2173, grad_norm: 2.8260 2021-06-24 13:27:06,274 - mmaction - INFO - Epoch [118][680/1879] lr: 4.368e-02, eta: 3 days, 1:25:44, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2091, loss: 2.2091, grad_norm: 2.8234 2021-06-24 13:27:51,079 - mmaction - INFO - Epoch [118][700/1879] lr: 4.368e-02, eta: 3 days, 1:24:59, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7309, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.8058 2021-06-24 13:28:35,824 - mmaction - INFO - Epoch [118][720/1879] lr: 4.368e-02, eta: 3 days, 1:24:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7262, loss_cls: 2.2528, loss: 2.2528, grad_norm: 2.9148 2021-06-24 13:29:20,672 - mmaction - INFO - Epoch [118][740/1879] lr: 4.368e-02, eta: 3 days, 1:23:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2282, loss: 2.2282, grad_norm: 2.8319 2021-06-24 13:30:05,540 - mmaction - INFO - Epoch [118][760/1879] lr: 4.368e-02, eta: 3 days, 1:22:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2212, loss: 2.2212, grad_norm: 2.8800 2021-06-24 13:30:50,359 - mmaction - INFO - Epoch [118][780/1879] lr: 4.368e-02, eta: 3 days, 1:21:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.8588 2021-06-24 13:31:35,166 - mmaction - INFO - Epoch [118][800/1879] lr: 4.368e-02, eta: 3 days, 1:21:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7160, loss_cls: 2.2887, loss: 2.2887, grad_norm: 2.8846 2021-06-24 13:32:20,092 - mmaction - INFO - Epoch [118][820/1879] lr: 4.368e-02, eta: 3 days, 1:20:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7289, loss_cls: 2.2387, loss: 2.2387, grad_norm: 2.8529 2021-06-24 13:33:04,963 - mmaction - INFO - Epoch [118][840/1879] lr: 4.368e-02, eta: 3 days, 1:19:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7352, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.8193 2021-06-24 13:33:49,719 - mmaction - INFO - Epoch [118][860/1879] lr: 4.368e-02, eta: 3 days, 1:18:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.8959 2021-06-24 13:34:34,558 - mmaction - INFO - Epoch [118][880/1879] lr: 4.368e-02, eta: 3 days, 1:18:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.9764 2021-06-24 13:35:19,332 - mmaction - INFO - Epoch [118][900/1879] lr: 4.368e-02, eta: 3 days, 1:17:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7188, loss_cls: 2.2480, loss: 2.2480, grad_norm: 2.8181 2021-06-24 13:36:04,152 - mmaction - INFO - Epoch [118][920/1879] lr: 4.368e-02, eta: 3 days, 1:16:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7234, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.9129 2021-06-24 13:36:48,866 - mmaction - INFO - Epoch [118][940/1879] lr: 4.368e-02, eta: 3 days, 1:15:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.8135 2021-06-24 13:37:33,507 - mmaction - INFO - Epoch [118][960/1879] lr: 4.368e-02, eta: 3 days, 1:15:14, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7254, loss_cls: 2.2236, loss: 2.2236, grad_norm: 2.7834 2021-06-24 13:38:18,334 - mmaction - INFO - Epoch [118][980/1879] lr: 4.368e-02, eta: 3 days, 1:14:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.8525 2021-06-24 13:39:03,133 - mmaction - INFO - Epoch [118][1000/1879] lr: 4.368e-02, eta: 3 days, 1:13:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7363, loss_cls: 2.1685, loss: 2.1685, grad_norm: 2.8635 2021-06-24 13:39:47,955 - mmaction - INFO - Epoch [118][1020/1879] lr: 4.368e-02, eta: 3 days, 1:12:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7289, loss_cls: 2.2534, loss: 2.2534, grad_norm: 2.8376 2021-06-24 13:40:32,879 - mmaction - INFO - Epoch [118][1040/1879] lr: 4.368e-02, eta: 3 days, 1:12:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.9063 2021-06-24 13:41:17,693 - mmaction - INFO - Epoch [118][1060/1879] lr: 4.368e-02, eta: 3 days, 1:11:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7418, loss_cls: 2.2331, loss: 2.2331, grad_norm: 2.8550 2021-06-24 13:42:02,500 - mmaction - INFO - Epoch [118][1080/1879] lr: 4.368e-02, eta: 3 days, 1:10:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7160, loss_cls: 2.2837, loss: 2.2837, grad_norm: 2.8059 2021-06-24 13:42:47,298 - mmaction - INFO - Epoch [118][1100/1879] lr: 4.368e-02, eta: 3 days, 1:09:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.8346 2021-06-24 13:43:32,074 - mmaction - INFO - Epoch [118][1120/1879] lr: 4.368e-02, eta: 3 days, 1:09:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7309, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.8875 2021-06-24 13:44:16,967 - mmaction - INFO - Epoch [118][1140/1879] lr: 4.368e-02, eta: 3 days, 1:08:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7258, loss_cls: 2.2455, loss: 2.2455, grad_norm: 2.9058 2021-06-24 13:45:01,853 - mmaction - INFO - Epoch [118][1160/1879] lr: 4.368e-02, eta: 3 days, 1:07:44, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.8562 2021-06-24 13:45:46,794 - mmaction - INFO - Epoch [118][1180/1879] lr: 4.368e-02, eta: 3 days, 1:06:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7406, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.8585 2021-06-24 13:46:31,685 - mmaction - INFO - Epoch [118][1200/1879] lr: 4.368e-02, eta: 3 days, 1:06:14, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7438, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.8800 2021-06-24 13:47:16,455 - mmaction - INFO - Epoch [118][1220/1879] lr: 4.368e-02, eta: 3 days, 1:05:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.8404 2021-06-24 13:48:01,313 - mmaction - INFO - Epoch [118][1240/1879] lr: 4.368e-02, eta: 3 days, 1:04:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7242, loss_cls: 2.1832, loss: 2.1832, grad_norm: 2.7875 2021-06-24 13:48:46,232 - mmaction - INFO - Epoch [118][1260/1879] lr: 4.368e-02, eta: 3 days, 1:03:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2630, loss: 2.2630, grad_norm: 2.8821 2021-06-24 13:49:30,959 - mmaction - INFO - Epoch [118][1280/1879] lr: 4.368e-02, eta: 3 days, 1:03:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7293, loss_cls: 2.2385, loss: 2.2385, grad_norm: 2.7931 2021-06-24 13:50:15,838 - mmaction - INFO - Epoch [118][1300/1879] lr: 4.368e-02, eta: 3 days, 1:02:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7383, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.9338 2021-06-24 13:51:00,664 - mmaction - INFO - Epoch [118][1320/1879] lr: 4.368e-02, eta: 3 days, 1:01:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2070, loss: 2.2070, grad_norm: 2.8761 2021-06-24 13:51:45,463 - mmaction - INFO - Epoch [118][1340/1879] lr: 4.368e-02, eta: 3 days, 1:01:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.8457 2021-06-24 13:52:30,228 - mmaction - INFO - Epoch [118][1360/1879] lr: 4.368e-02, eta: 3 days, 1:00:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1941, loss: 2.1941, grad_norm: 2.9248 2021-06-24 13:53:15,016 - mmaction - INFO - Epoch [118][1380/1879] lr: 4.368e-02, eta: 3 days, 0:59:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4805, top5_acc: 0.7215, loss_cls: 2.2588, loss: 2.2588, grad_norm: 2.8439 2021-06-24 13:53:59,781 - mmaction - INFO - Epoch [118][1400/1879] lr: 4.368e-02, eta: 3 days, 0:58:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7355, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.9191 2021-06-24 13:54:44,649 - mmaction - INFO - Epoch [118][1420/1879] lr: 4.368e-02, eta: 3 days, 0:58:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7328, loss_cls: 2.2465, loss: 2.2465, grad_norm: 2.9444 2021-06-24 13:55:29,474 - mmaction - INFO - Epoch [118][1440/1879] lr: 4.368e-02, eta: 3 days, 0:57:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7344, loss_cls: 2.2310, loss: 2.2310, grad_norm: 2.7894 2021-06-24 13:56:14,257 - mmaction - INFO - Epoch [118][1460/1879] lr: 4.368e-02, eta: 3 days, 0:56:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.9393 2021-06-24 13:56:59,057 - mmaction - INFO - Epoch [118][1480/1879] lr: 4.368e-02, eta: 3 days, 0:55:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7246, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.8902 2021-06-24 13:57:43,895 - mmaction - INFO - Epoch [118][1500/1879] lr: 4.368e-02, eta: 3 days, 0:55:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4688, top5_acc: 0.7215, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.8766 2021-06-24 13:58:28,849 - mmaction - INFO - Epoch [118][1520/1879] lr: 4.368e-02, eta: 3 days, 0:54:15, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2503, loss: 2.2503, grad_norm: 2.8309 2021-06-24 13:59:13,719 - mmaction - INFO - Epoch [118][1540/1879] lr: 4.368e-02, eta: 3 days, 0:53:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7402, loss_cls: 2.2000, loss: 2.2000, grad_norm: 2.8826 2021-06-24 13:59:58,742 - mmaction - INFO - Epoch [118][1560/1879] lr: 4.368e-02, eta: 3 days, 0:52:45, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4754, top5_acc: 0.7133, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.8746 2021-06-24 14:00:43,500 - mmaction - INFO - Epoch [118][1580/1879] lr: 4.368e-02, eta: 3 days, 0:52:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7445, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.9192 2021-06-24 14:01:28,395 - mmaction - INFO - Epoch [118][1600/1879] lr: 4.368e-02, eta: 3 days, 0:51:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7293, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.8075 2021-06-24 14:02:13,294 - mmaction - INFO - Epoch [118][1620/1879] lr: 4.368e-02, eta: 3 days, 0:50:30, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7113, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.8600 2021-06-24 14:02:58,174 - mmaction - INFO - Epoch [118][1640/1879] lr: 4.368e-02, eta: 3 days, 0:49:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7289, loss_cls: 2.2887, loss: 2.2887, grad_norm: 2.9312 2021-06-24 14:03:43,149 - mmaction - INFO - Epoch [118][1660/1879] lr: 4.368e-02, eta: 3 days, 0:49:00, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7344, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.8684 2021-06-24 14:04:27,855 - mmaction - INFO - Epoch [118][1680/1879] lr: 4.368e-02, eta: 3 days, 0:48:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7332, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.9865 2021-06-24 14:05:12,746 - mmaction - INFO - Epoch [118][1700/1879] lr: 4.368e-02, eta: 3 days, 0:47:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7301, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.8322 2021-06-24 14:05:57,641 - mmaction - INFO - Epoch [118][1720/1879] lr: 4.368e-02, eta: 3 days, 0:46:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7219, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.8277 2021-06-24 14:06:42,495 - mmaction - INFO - Epoch [118][1740/1879] lr: 4.368e-02, eta: 3 days, 0:46:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7336, loss_cls: 2.2078, loss: 2.2078, grad_norm: 2.9082 2021-06-24 14:07:27,366 - mmaction - INFO - Epoch [118][1760/1879] lr: 4.368e-02, eta: 3 days, 0:45:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7324, loss_cls: 2.2144, loss: 2.2144, grad_norm: 2.8936 2021-06-24 14:08:12,220 - mmaction - INFO - Epoch [118][1780/1879] lr: 4.368e-02, eta: 3 days, 0:44:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7332, loss_cls: 2.2265, loss: 2.2265, grad_norm: 2.8140 2021-06-24 14:08:57,005 - mmaction - INFO - Epoch [118][1800/1879] lr: 4.368e-02, eta: 3 days, 0:43:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7262, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.8211 2021-06-24 14:09:41,808 - mmaction - INFO - Epoch [118][1820/1879] lr: 4.368e-02, eta: 3 days, 0:43:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7254, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.8987 2021-06-24 14:10:26,663 - mmaction - INFO - Epoch [118][1840/1879] lr: 4.368e-02, eta: 3 days, 0:42:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4738, top5_acc: 0.7320, loss_cls: 2.2747, loss: 2.2747, grad_norm: 2.8376 2021-06-24 14:11:11,599 - mmaction - INFO - Epoch [118][1860/1879] lr: 4.368e-02, eta: 3 days, 0:41:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.9195 2021-06-24 14:11:54,880 - mmaction - INFO - Saving checkpoint at 118 epochs 2021-06-24 14:13:27,398 - mmaction - INFO - Epoch [119][20/1879] lr: 4.244e-02, eta: 3 days, 0:40:06, time: 4.614, data_time: 2.324, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7328, loss_cls: 2.1762, loss: 2.1762, grad_norm: 2.9019 2021-06-24 14:14:12,247 - mmaction - INFO - Epoch [119][40/1879] lr: 4.244e-02, eta: 3 days, 0:39:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7332, loss_cls: 2.1920, loss: 2.1920, grad_norm: 2.8668 2021-06-24 14:14:57,119 - mmaction - INFO - Epoch [119][60/1879] lr: 4.244e-02, eta: 3 days, 0:38:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7590, loss_cls: 2.1185, loss: 2.1185, grad_norm: 2.9151 2021-06-24 14:15:42,019 - mmaction - INFO - Epoch [119][80/1879] lr: 4.244e-02, eta: 3 days, 0:37:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7266, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.7956 2021-06-24 14:16:26,931 - mmaction - INFO - Epoch [119][100/1879] lr: 4.244e-02, eta: 3 days, 0:37:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7469, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.9077 2021-06-24 14:17:11,842 - mmaction - INFO - Epoch [119][120/1879] lr: 4.244e-02, eta: 3 days, 0:36:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7426, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.8893 2021-06-24 14:17:56,778 - mmaction - INFO - Epoch [119][140/1879] lr: 4.244e-02, eta: 3 days, 0:35:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7402, loss_cls: 2.1860, loss: 2.1860, grad_norm: 2.8986 2021-06-24 14:18:41,730 - mmaction - INFO - Epoch [119][160/1879] lr: 4.244e-02, eta: 3 days, 0:34:51, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7473, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.9457 2021-06-24 14:19:26,764 - mmaction - INFO - Epoch [119][180/1879] lr: 4.244e-02, eta: 3 days, 0:34:06, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2377, loss: 2.2377, grad_norm: 2.8257 2021-06-24 14:20:11,688 - mmaction - INFO - Epoch [119][200/1879] lr: 4.244e-02, eta: 3 days, 0:33:21, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7375, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.9403 2021-06-24 14:20:56,668 - mmaction - INFO - Epoch [119][220/1879] lr: 4.244e-02, eta: 3 days, 0:32:36, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7387, loss_cls: 2.1903, loss: 2.1903, grad_norm: 2.8842 2021-06-24 14:21:41,590 - mmaction - INFO - Epoch [119][240/1879] lr: 4.244e-02, eta: 3 days, 0:31:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7418, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.9416 2021-06-24 14:22:26,508 - mmaction - INFO - Epoch [119][260/1879] lr: 4.244e-02, eta: 3 days, 0:31:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7371, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.9313 2021-06-24 14:23:11,379 - mmaction - INFO - Epoch [119][280/1879] lr: 4.244e-02, eta: 3 days, 0:30:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7363, loss_cls: 2.2012, loss: 2.2012, grad_norm: 2.8389 2021-06-24 14:23:56,258 - mmaction - INFO - Epoch [119][300/1879] lr: 4.244e-02, eta: 3 days, 0:29:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7426, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.9354 2021-06-24 14:24:41,120 - mmaction - INFO - Epoch [119][320/1879] lr: 4.244e-02, eta: 3 days, 0:28:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7402, loss_cls: 2.1712, loss: 2.1712, grad_norm: 2.8283 2021-06-24 14:25:26,022 - mmaction - INFO - Epoch [119][340/1879] lr: 4.244e-02, eta: 3 days, 0:28:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7168, loss_cls: 2.2304, loss: 2.2304, grad_norm: 2.9151 2021-06-24 14:26:10,732 - mmaction - INFO - Epoch [119][360/1879] lr: 4.244e-02, eta: 3 days, 0:27:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7387, loss_cls: 2.1982, loss: 2.1982, grad_norm: 2.8329 2021-06-24 14:26:55,698 - mmaction - INFO - Epoch [119][380/1879] lr: 4.244e-02, eta: 3 days, 0:26:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1964, loss: 2.1964, grad_norm: 2.8683 2021-06-24 14:27:40,576 - mmaction - INFO - Epoch [119][400/1879] lr: 4.244e-02, eta: 3 days, 0:25:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1754, loss: 2.1754, grad_norm: 2.8601 2021-06-24 14:28:25,280 - mmaction - INFO - Epoch [119][420/1879] lr: 4.244e-02, eta: 3 days, 0:25:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7391, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.8547 2021-06-24 14:29:10,052 - mmaction - INFO - Epoch [119][440/1879] lr: 4.244e-02, eta: 3 days, 0:24:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7305, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.0258 2021-06-24 14:29:54,901 - mmaction - INFO - Epoch [119][460/1879] lr: 4.244e-02, eta: 3 days, 0:23:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7305, loss_cls: 2.1965, loss: 2.1965, grad_norm: 2.8672 2021-06-24 14:30:39,882 - mmaction - INFO - Epoch [119][480/1879] lr: 4.244e-02, eta: 3 days, 0:22:52, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7387, loss_cls: 2.1936, loss: 2.1936, grad_norm: 2.9020 2021-06-24 14:31:24,709 - mmaction - INFO - Epoch [119][500/1879] lr: 4.244e-02, eta: 3 days, 0:22:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7348, loss_cls: 2.2305, loss: 2.2305, grad_norm: 2.9062 2021-06-24 14:32:09,462 - mmaction - INFO - Epoch [119][520/1879] lr: 4.244e-02, eta: 3 days, 0:21:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7352, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.9086 2021-06-24 14:32:54,216 - mmaction - INFO - Epoch [119][540/1879] lr: 4.244e-02, eta: 3 days, 0:20:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.9297 2021-06-24 14:33:39,105 - mmaction - INFO - Epoch [119][560/1879] lr: 4.244e-02, eta: 3 days, 0:19:52, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7230, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.8763 2021-06-24 14:34:24,108 - mmaction - INFO - Epoch [119][580/1879] lr: 4.244e-02, eta: 3 days, 0:19:07, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4766, top5_acc: 0.7207, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.8641 2021-06-24 14:35:08,966 - mmaction - INFO - Epoch [119][600/1879] lr: 4.244e-02, eta: 3 days, 0:18:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7332, loss_cls: 2.2006, loss: 2.2006, grad_norm: 2.9263 2021-06-24 14:35:53,825 - mmaction - INFO - Epoch [119][620/1879] lr: 4.244e-02, eta: 3 days, 0:17:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7328, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.8551 2021-06-24 14:36:38,629 - mmaction - INFO - Epoch [119][640/1879] lr: 4.244e-02, eta: 3 days, 0:16:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7309, loss_cls: 2.2240, loss: 2.2240, grad_norm: 2.9075 2021-06-24 14:37:23,414 - mmaction - INFO - Epoch [119][660/1879] lr: 4.244e-02, eta: 3 days, 0:16:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7254, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.8258 2021-06-24 14:38:08,185 - mmaction - INFO - Epoch [119][680/1879] lr: 4.244e-02, eta: 3 days, 0:15:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7406, loss_cls: 2.2084, loss: 2.2084, grad_norm: 2.8986 2021-06-24 14:38:53,042 - mmaction - INFO - Epoch [119][700/1879] lr: 4.244e-02, eta: 3 days, 0:14:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.9325 2021-06-24 14:39:37,844 - mmaction - INFO - Epoch [119][720/1879] lr: 4.244e-02, eta: 3 days, 0:13:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7316, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.8915 2021-06-24 14:40:22,623 - mmaction - INFO - Epoch [119][740/1879] lr: 4.244e-02, eta: 3 days, 0:13:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2427, loss: 2.2427, grad_norm: 2.8065 2021-06-24 14:41:07,604 - mmaction - INFO - Epoch [119][760/1879] lr: 4.244e-02, eta: 3 days, 0:12:23, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7367, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.9211 2021-06-24 14:41:52,411 - mmaction - INFO - Epoch [119][780/1879] lr: 4.244e-02, eta: 3 days, 0:11:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7434, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.8448 2021-06-24 14:42:37,175 - mmaction - INFO - Epoch [119][800/1879] lr: 4.244e-02, eta: 3 days, 0:10:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7273, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.9254 2021-06-24 14:43:21,944 - mmaction - INFO - Epoch [119][820/1879] lr: 4.244e-02, eta: 3 days, 0:10:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7398, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.8083 2021-06-24 14:44:06,775 - mmaction - INFO - Epoch [119][840/1879] lr: 4.244e-02, eta: 3 days, 0:09:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7301, loss_cls: 2.1906, loss: 2.1906, grad_norm: 2.8639 2021-06-24 14:44:51,579 - mmaction - INFO - Epoch [119][860/1879] lr: 4.244e-02, eta: 3 days, 0:08:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7355, loss_cls: 2.2099, loss: 2.2099, grad_norm: 2.8321 2021-06-24 14:45:36,390 - mmaction - INFO - Epoch [119][880/1879] lr: 4.244e-02, eta: 3 days, 0:07:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7203, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.9409 2021-06-24 14:46:21,214 - mmaction - INFO - Epoch [119][900/1879] lr: 4.244e-02, eta: 3 days, 0:07:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7551, loss_cls: 2.1266, loss: 2.1266, grad_norm: 2.8712 2021-06-24 14:47:05,988 - mmaction - INFO - Epoch [119][920/1879] lr: 4.244e-02, eta: 3 days, 0:06:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4891, top5_acc: 0.7309, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.9290 2021-06-24 14:47:50,749 - mmaction - INFO - Epoch [119][940/1879] lr: 4.244e-02, eta: 3 days, 0:05:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7324, loss_cls: 2.2256, loss: 2.2256, grad_norm: 2.9315 2021-06-24 14:48:35,552 - mmaction - INFO - Epoch [119][960/1879] lr: 4.244e-02, eta: 3 days, 0:04:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7258, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.8990 2021-06-24 14:49:20,426 - mmaction - INFO - Epoch [119][980/1879] lr: 4.244e-02, eta: 3 days, 0:04:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7262, loss_cls: 2.2118, loss: 2.2118, grad_norm: 2.7904 2021-06-24 14:50:05,244 - mmaction - INFO - Epoch [119][1000/1879] lr: 4.244e-02, eta: 3 days, 0:03:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7355, loss_cls: 2.2151, loss: 2.2151, grad_norm: 2.8154 2021-06-24 14:50:49,927 - mmaction - INFO - Epoch [119][1020/1879] lr: 4.244e-02, eta: 3 days, 0:02:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7332, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.8842 2021-06-24 14:51:34,686 - mmaction - INFO - Epoch [119][1040/1879] lr: 4.244e-02, eta: 3 days, 0:01:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7516, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.8708 2021-06-24 14:52:19,543 - mmaction - INFO - Epoch [119][1060/1879] lr: 4.244e-02, eta: 3 days, 0:01:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7293, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.8651 2021-06-24 14:53:04,427 - mmaction - INFO - Epoch [119][1080/1879] lr: 4.244e-02, eta: 3 days, 0:00:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7293, loss_cls: 2.2352, loss: 2.2352, grad_norm: 2.8973 2021-06-24 14:53:49,235 - mmaction - INFO - Epoch [119][1100/1879] lr: 4.244e-02, eta: 2 days, 23:59:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7340, loss_cls: 2.2258, loss: 2.2258, grad_norm: 2.9114 2021-06-24 14:54:34,041 - mmaction - INFO - Epoch [119][1120/1879] lr: 4.244e-02, eta: 2 days, 23:58:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7383, loss_cls: 2.2124, loss: 2.2124, grad_norm: 2.8326 2021-06-24 14:55:18,736 - mmaction - INFO - Epoch [119][1140/1879] lr: 4.244e-02, eta: 2 days, 23:58:08, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7469, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.9250 2021-06-24 14:56:03,451 - mmaction - INFO - Epoch [119][1160/1879] lr: 4.244e-02, eta: 2 days, 23:57:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7340, loss_cls: 2.1947, loss: 2.1947, grad_norm: 3.0532 2021-06-24 14:56:48,341 - mmaction - INFO - Epoch [119][1180/1879] lr: 4.244e-02, eta: 2 days, 23:56:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7266, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.8245 2021-06-24 14:57:32,964 - mmaction - INFO - Epoch [119][1200/1879] lr: 4.244e-02, eta: 2 days, 23:55:53, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7395, loss_cls: 2.1499, loss: 2.1499, grad_norm: 2.8521 2021-06-24 14:58:17,854 - mmaction - INFO - Epoch [119][1220/1879] lr: 4.244e-02, eta: 2 days, 23:55:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7250, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.9487 2021-06-24 14:59:02,713 - mmaction - INFO - Epoch [119][1240/1879] lr: 4.244e-02, eta: 2 days, 23:54:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7352, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.9150 2021-06-24 14:59:47,478 - mmaction - INFO - Epoch [119][1260/1879] lr: 4.244e-02, eta: 2 days, 23:53:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2031, loss: 2.2031, grad_norm: 2.8605 2021-06-24 15:00:32,355 - mmaction - INFO - Epoch [119][1280/1879] lr: 4.244e-02, eta: 2 days, 23:52:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7445, loss_cls: 2.2140, loss: 2.2140, grad_norm: 2.8666 2021-06-24 15:01:17,145 - mmaction - INFO - Epoch [119][1300/1879] lr: 4.244e-02, eta: 2 days, 23:52:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7273, loss_cls: 2.2210, loss: 2.2210, grad_norm: 2.9112 2021-06-24 15:02:02,080 - mmaction - INFO - Epoch [119][1320/1879] lr: 4.244e-02, eta: 2 days, 23:51:23, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2384, loss: 2.2384, grad_norm: 2.9202 2021-06-24 15:02:46,787 - mmaction - INFO - Epoch [119][1340/1879] lr: 4.244e-02, eta: 2 days, 23:50:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.9471 2021-06-24 15:03:31,476 - mmaction - INFO - Epoch [119][1360/1879] lr: 4.244e-02, eta: 2 days, 23:49:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4719, top5_acc: 0.7340, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.9234 2021-06-24 15:04:16,348 - mmaction - INFO - Epoch [119][1380/1879] lr: 4.244e-02, eta: 2 days, 23:49:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7301, loss_cls: 2.2518, loss: 2.2518, grad_norm: 2.9465 2021-06-24 15:05:01,106 - mmaction - INFO - Epoch [119][1400/1879] lr: 4.244e-02, eta: 2 days, 23:48:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7188, loss_cls: 2.2444, loss: 2.2444, grad_norm: 2.9064 2021-06-24 15:05:45,888 - mmaction - INFO - Epoch [119][1420/1879] lr: 4.244e-02, eta: 2 days, 23:47:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7238, loss_cls: 2.2539, loss: 2.2539, grad_norm: 2.9122 2021-06-24 15:06:30,635 - mmaction - INFO - Epoch [119][1440/1879] lr: 4.244e-02, eta: 2 days, 23:46:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7336, loss_cls: 2.2226, loss: 2.2226, grad_norm: 2.8643 2021-06-24 15:07:15,473 - mmaction - INFO - Epoch [119][1460/1879] lr: 4.244e-02, eta: 2 days, 23:46:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1639, loss: 2.1639, grad_norm: 2.9536 2021-06-24 15:08:00,247 - mmaction - INFO - Epoch [119][1480/1879] lr: 4.244e-02, eta: 2 days, 23:45:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7223, loss_cls: 2.2594, loss: 2.2594, grad_norm: 2.8018 2021-06-24 15:08:44,945 - mmaction - INFO - Epoch [119][1500/1879] lr: 4.244e-02, eta: 2 days, 23:44:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.9463 2021-06-24 15:09:29,785 - mmaction - INFO - Epoch [119][1520/1879] lr: 4.244e-02, eta: 2 days, 23:43:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.8364 2021-06-24 15:10:14,747 - mmaction - INFO - Epoch [119][1540/1879] lr: 4.244e-02, eta: 2 days, 23:43:08, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7238, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.8625 2021-06-24 15:10:59,560 - mmaction - INFO - Epoch [119][1560/1879] lr: 4.244e-02, eta: 2 days, 23:42:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.9292 2021-06-24 15:11:44,252 - mmaction - INFO - Epoch [119][1580/1879] lr: 4.244e-02, eta: 2 days, 23:41:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7418, loss_cls: 2.2134, loss: 2.2134, grad_norm: 2.8650 2021-06-24 15:12:29,025 - mmaction - INFO - Epoch [119][1600/1879] lr: 4.244e-02, eta: 2 days, 23:40:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7309, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.8459 2021-06-24 15:13:14,030 - mmaction - INFO - Epoch [119][1620/1879] lr: 4.244e-02, eta: 2 days, 23:40:08, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7301, loss_cls: 2.2168, loss: 2.2168, grad_norm: 2.8608 2021-06-24 15:13:58,862 - mmaction - INFO - Epoch [119][1640/1879] lr: 4.244e-02, eta: 2 days, 23:39:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.8293 2021-06-24 15:14:43,610 - mmaction - INFO - Epoch [119][1660/1879] lr: 4.244e-02, eta: 2 days, 23:38:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7238, loss_cls: 2.2248, loss: 2.2248, grad_norm: 2.8843 2021-06-24 15:15:28,466 - mmaction - INFO - Epoch [119][1680/1879] lr: 4.244e-02, eta: 2 days, 23:37:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4730, top5_acc: 0.7199, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.9031 2021-06-24 15:16:13,260 - mmaction - INFO - Epoch [119][1700/1879] lr: 4.244e-02, eta: 2 days, 23:37:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7418, loss_cls: 2.1855, loss: 2.1855, grad_norm: 2.8592 2021-06-24 15:16:58,174 - mmaction - INFO - Epoch [119][1720/1879] lr: 4.244e-02, eta: 2 days, 23:36:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7434, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.8920 2021-06-24 15:17:43,089 - mmaction - INFO - Epoch [119][1740/1879] lr: 4.244e-02, eta: 2 days, 23:35:39, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7465, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.8329 2021-06-24 15:18:27,804 - mmaction - INFO - Epoch [119][1760/1879] lr: 4.244e-02, eta: 2 days, 23:34:54, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7398, loss_cls: 2.1717, loss: 2.1717, grad_norm: 2.8426 2021-06-24 15:19:12,534 - mmaction - INFO - Epoch [119][1780/1879] lr: 4.244e-02, eta: 2 days, 23:34:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7301, loss_cls: 2.2299, loss: 2.2299, grad_norm: 2.8558 2021-06-24 15:19:57,415 - mmaction - INFO - Epoch [119][1800/1879] lr: 4.244e-02, eta: 2 days, 23:33:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1941, loss: 2.1941, grad_norm: 2.9258 2021-06-24 15:20:42,298 - mmaction - INFO - Epoch [119][1820/1879] lr: 4.244e-02, eta: 2 days, 23:32:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7348, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.9236 2021-06-24 15:21:27,075 - mmaction - INFO - Epoch [119][1840/1879] lr: 4.244e-02, eta: 2 days, 23:31:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7262, loss_cls: 2.2419, loss: 2.2419, grad_norm: 2.9173 2021-06-24 15:22:11,846 - mmaction - INFO - Epoch [119][1860/1879] lr: 4.244e-02, eta: 2 days, 23:31:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7434, loss_cls: 2.1730, loss: 2.1730, grad_norm: 2.8678 2021-06-24 15:22:54,845 - mmaction - INFO - Saving checkpoint at 119 epochs 2021-06-24 15:24:27,117 - mmaction - INFO - Epoch [120][20/1879] lr: 4.122e-02, eta: 2 days, 23:29:43, time: 4.597, data_time: 2.322, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7402, loss_cls: 2.1675, loss: 2.1675, grad_norm: 2.8738 2021-06-24 15:25:11,957 - mmaction - INFO - Epoch [120][40/1879] lr: 4.122e-02, eta: 2 days, 23:28:58, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7480, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.8828 2021-06-24 15:25:56,861 - mmaction - INFO - Epoch [120][60/1879] lr: 4.122e-02, eta: 2 days, 23:28:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7457, loss_cls: 2.1334, loss: 2.1334, grad_norm: 2.9315 2021-06-24 15:26:41,773 - mmaction - INFO - Epoch [120][80/1879] lr: 4.122e-02, eta: 2 days, 23:27:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.9598 2021-06-24 15:27:26,698 - mmaction - INFO - Epoch [120][100/1879] lr: 4.122e-02, eta: 2 days, 23:26:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7375, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.8713 2021-06-24 15:28:11,829 - mmaction - INFO - Epoch [120][120/1879] lr: 4.122e-02, eta: 2 days, 23:25:59, time: 2.256, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2210, loss: 2.2210, grad_norm: 2.9178 2021-06-24 15:28:56,796 - mmaction - INFO - Epoch [120][140/1879] lr: 4.122e-02, eta: 2 days, 23:25:14, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7422, loss_cls: 2.1522, loss: 2.1522, grad_norm: 2.9050 2021-06-24 15:29:41,744 - mmaction - INFO - Epoch [120][160/1879] lr: 4.122e-02, eta: 2 days, 23:24:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7391, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.8205 2021-06-24 15:30:26,492 - mmaction - INFO - Epoch [120][180/1879] lr: 4.122e-02, eta: 2 days, 23:23:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.1950, loss: 2.1950, grad_norm: 2.8832 2021-06-24 15:31:11,367 - mmaction - INFO - Epoch [120][200/1879] lr: 4.122e-02, eta: 2 days, 23:22:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7285, loss_cls: 2.2023, loss: 2.2023, grad_norm: 2.9659 2021-06-24 15:31:56,318 - mmaction - INFO - Epoch [120][220/1879] lr: 4.122e-02, eta: 2 days, 23:22:14, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7316, loss_cls: 2.1887, loss: 2.1887, grad_norm: 2.8981 2021-06-24 15:32:41,169 - mmaction - INFO - Epoch [120][240/1879] lr: 4.122e-02, eta: 2 days, 23:21:29, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7555, loss_cls: 2.1270, loss: 2.1270, grad_norm: 2.9233 2021-06-24 15:33:25,981 - mmaction - INFO - Epoch [120][260/1879] lr: 4.122e-02, eta: 2 days, 23:20:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7379, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.9003 2021-06-24 15:34:10,979 - mmaction - INFO - Epoch [120][280/1879] lr: 4.122e-02, eta: 2 days, 23:19:59, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7449, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.8572 2021-06-24 15:34:55,831 - mmaction - INFO - Epoch [120][300/1879] lr: 4.122e-02, eta: 2 days, 23:19:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2173, loss: 2.2173, grad_norm: 2.9803 2021-06-24 15:35:40,778 - mmaction - INFO - Epoch [120][320/1879] lr: 4.122e-02, eta: 2 days, 23:18:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7305, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.9709 2021-06-24 15:36:25,736 - mmaction - INFO - Epoch [120][340/1879] lr: 4.122e-02, eta: 2 days, 23:17:45, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7414, loss_cls: 2.1997, loss: 2.1997, grad_norm: 2.9380 2021-06-24 15:37:10,760 - mmaction - INFO - Epoch [120][360/1879] lr: 4.122e-02, eta: 2 days, 23:17:00, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7379, loss_cls: 2.2122, loss: 2.2122, grad_norm: 2.9428 2021-06-24 15:37:55,776 - mmaction - INFO - Epoch [120][380/1879] lr: 4.122e-02, eta: 2 days, 23:16:15, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.9468 2021-06-24 15:38:40,758 - mmaction - INFO - Epoch [120][400/1879] lr: 4.122e-02, eta: 2 days, 23:15:30, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7441, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.9611 2021-06-24 15:39:25,546 - mmaction - INFO - Epoch [120][420/1879] lr: 4.122e-02, eta: 2 days, 23:14:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7371, loss_cls: 2.2163, loss: 2.2163, grad_norm: 2.9408 2021-06-24 15:40:10,515 - mmaction - INFO - Epoch [120][440/1879] lr: 4.122e-02, eta: 2 days, 23:14:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7426, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.9275 2021-06-24 15:40:55,351 - mmaction - INFO - Epoch [120][460/1879] lr: 4.122e-02, eta: 2 days, 23:13:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7418, loss_cls: 2.1773, loss: 2.1773, grad_norm: 2.9268 2021-06-24 15:41:40,264 - mmaction - INFO - Epoch [120][480/1879] lr: 4.122e-02, eta: 2 days, 23:12:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7262, loss_cls: 2.2390, loss: 2.2390, grad_norm: 2.9680 2021-06-24 15:42:25,173 - mmaction - INFO - Epoch [120][500/1879] lr: 4.122e-02, eta: 2 days, 23:11:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7301, loss_cls: 2.2155, loss: 2.2155, grad_norm: 2.8366 2021-06-24 15:43:10,098 - mmaction - INFO - Epoch [120][520/1879] lr: 4.122e-02, eta: 2 days, 23:11:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7453, loss_cls: 2.1353, loss: 2.1353, grad_norm: 2.9071 2021-06-24 15:43:54,961 - mmaction - INFO - Epoch [120][540/1879] lr: 4.122e-02, eta: 2 days, 23:10:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7316, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.9668 2021-06-24 15:44:39,791 - mmaction - INFO - Epoch [120][560/1879] lr: 4.122e-02, eta: 2 days, 23:09:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7414, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.8734 2021-06-24 15:45:24,589 - mmaction - INFO - Epoch [120][580/1879] lr: 4.122e-02, eta: 2 days, 23:08:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1735, loss: 2.1735, grad_norm: 2.8817 2021-06-24 15:46:09,244 - mmaction - INFO - Epoch [120][600/1879] lr: 4.122e-02, eta: 2 days, 23:08:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7246, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.9427 2021-06-24 15:46:54,184 - mmaction - INFO - Epoch [120][620/1879] lr: 4.122e-02, eta: 2 days, 23:07:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7418, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.9774 2021-06-24 15:47:39,093 - mmaction - INFO - Epoch [120][640/1879] lr: 4.122e-02, eta: 2 days, 23:06:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7395, loss_cls: 2.1742, loss: 2.1742, grad_norm: 2.9644 2021-06-24 15:48:24,011 - mmaction - INFO - Epoch [120][660/1879] lr: 4.122e-02, eta: 2 days, 23:05:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.9562 2021-06-24 15:49:09,043 - mmaction - INFO - Epoch [120][680/1879] lr: 4.122e-02, eta: 2 days, 23:05:01, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2043, loss: 2.2043, grad_norm: 2.9821 2021-06-24 15:49:53,839 - mmaction - INFO - Epoch [120][700/1879] lr: 4.122e-02, eta: 2 days, 23:04:16, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4797, top5_acc: 0.7324, loss_cls: 2.2503, loss: 2.2503, grad_norm: 2.9845 2021-06-24 15:50:38,701 - mmaction - INFO - Epoch [120][720/1879] lr: 4.122e-02, eta: 2 days, 23:03:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7371, loss_cls: 2.1742, loss: 2.1742, grad_norm: 2.8870 2021-06-24 15:51:23,413 - mmaction - INFO - Epoch [120][740/1879] lr: 4.122e-02, eta: 2 days, 23:02:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7301, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.0739 2021-06-24 15:52:08,362 - mmaction - INFO - Epoch [120][760/1879] lr: 4.122e-02, eta: 2 days, 23:02:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7262, loss_cls: 2.2188, loss: 2.2188, grad_norm: 2.9286 2021-06-24 15:52:53,206 - mmaction - INFO - Epoch [120][780/1879] lr: 4.122e-02, eta: 2 days, 23:01:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7387, loss_cls: 2.1882, loss: 2.1882, grad_norm: 2.9804 2021-06-24 15:53:37,951 - mmaction - INFO - Epoch [120][800/1879] lr: 4.122e-02, eta: 2 days, 23:00:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.8626 2021-06-24 15:54:22,839 - mmaction - INFO - Epoch [120][820/1879] lr: 4.122e-02, eta: 2 days, 22:59:46, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1726, loss: 2.1726, grad_norm: 2.9264 2021-06-24 15:55:07,685 - mmaction - INFO - Epoch [120][840/1879] lr: 4.122e-02, eta: 2 days, 22:59:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7191, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.9776 2021-06-24 15:55:52,503 - mmaction - INFO - Epoch [120][860/1879] lr: 4.122e-02, eta: 2 days, 22:58:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7418, loss_cls: 2.1908, loss: 2.1908, grad_norm: 2.9230 2021-06-24 15:56:37,321 - mmaction - INFO - Epoch [120][880/1879] lr: 4.122e-02, eta: 2 days, 22:57:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7305, loss_cls: 2.2096, loss: 2.2096, grad_norm: 2.9448 2021-06-24 15:57:22,125 - mmaction - INFO - Epoch [120][900/1879] lr: 4.122e-02, eta: 2 days, 22:56:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7484, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.8820 2021-06-24 15:58:06,919 - mmaction - INFO - Epoch [120][920/1879] lr: 4.122e-02, eta: 2 days, 22:56:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2340, loss: 2.2340, grad_norm: 2.9591 2021-06-24 15:58:51,830 - mmaction - INFO - Epoch [120][940/1879] lr: 4.122e-02, eta: 2 days, 22:55:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.9885 2021-06-24 15:59:36,615 - mmaction - INFO - Epoch [120][960/1879] lr: 4.122e-02, eta: 2 days, 22:54:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7309, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.9137 2021-06-24 16:00:21,380 - mmaction - INFO - Epoch [120][980/1879] lr: 4.122e-02, eta: 2 days, 22:53:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4840, top5_acc: 0.7355, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.8598 2021-06-24 16:01:06,107 - mmaction - INFO - Epoch [120][1000/1879] lr: 4.122e-02, eta: 2 days, 22:53:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7289, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.8944 2021-06-24 16:01:50,937 - mmaction - INFO - Epoch [120][1020/1879] lr: 4.122e-02, eta: 2 days, 22:52:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7266, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.9311 2021-06-24 16:02:35,704 - mmaction - INFO - Epoch [120][1040/1879] lr: 4.122e-02, eta: 2 days, 22:51:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7387, loss_cls: 2.1286, loss: 2.1286, grad_norm: 2.9183 2021-06-24 16:03:20,553 - mmaction - INFO - Epoch [120][1060/1879] lr: 4.122e-02, eta: 2 days, 22:50:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7410, loss_cls: 2.1754, loss: 2.1754, grad_norm: 2.9922 2021-06-24 16:04:05,262 - mmaction - INFO - Epoch [120][1080/1879] lr: 4.122e-02, eta: 2 days, 22:50:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.9360 2021-06-24 16:04:50,049 - mmaction - INFO - Epoch [120][1100/1879] lr: 4.122e-02, eta: 2 days, 22:49:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7254, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.9548 2021-06-24 16:05:34,927 - mmaction - INFO - Epoch [120][1120/1879] lr: 4.122e-02, eta: 2 days, 22:48:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7293, loss_cls: 2.2277, loss: 2.2277, grad_norm: 2.9372 2021-06-24 16:06:19,641 - mmaction - INFO - Epoch [120][1140/1879] lr: 4.122e-02, eta: 2 days, 22:47:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.9540 2021-06-24 16:07:04,357 - mmaction - INFO - Epoch [120][1160/1879] lr: 4.122e-02, eta: 2 days, 22:47:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7301, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.9412 2021-06-24 16:07:49,122 - mmaction - INFO - Epoch [120][1180/1879] lr: 4.122e-02, eta: 2 days, 22:46:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7375, loss_cls: 2.1987, loss: 2.1987, grad_norm: 2.9822 2021-06-24 16:08:33,941 - mmaction - INFO - Epoch [120][1200/1879] lr: 4.122e-02, eta: 2 days, 22:45:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7535, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.8759 2021-06-24 16:09:18,745 - mmaction - INFO - Epoch [120][1220/1879] lr: 4.122e-02, eta: 2 days, 22:44:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7402, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.2363 2021-06-24 16:10:03,522 - mmaction - INFO - Epoch [120][1240/1879] lr: 4.122e-02, eta: 2 days, 22:44:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7289, loss_cls: 2.2543, loss: 2.2543, grad_norm: 2.9806 2021-06-24 16:10:48,278 - mmaction - INFO - Epoch [120][1260/1879] lr: 4.122e-02, eta: 2 days, 22:43:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.8653 2021-06-24 16:11:33,133 - mmaction - INFO - Epoch [120][1280/1879] lr: 4.122e-02, eta: 2 days, 22:42:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.8375 2021-06-24 16:12:17,988 - mmaction - INFO - Epoch [120][1300/1879] lr: 4.122e-02, eta: 2 days, 22:41:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7215, loss_cls: 2.2461, loss: 2.2461, grad_norm: 2.9007 2021-06-24 16:13:02,970 - mmaction - INFO - Epoch [120][1320/1879] lr: 4.122e-02, eta: 2 days, 22:41:02, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7230, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.9642 2021-06-24 16:13:47,640 - mmaction - INFO - Epoch [120][1340/1879] lr: 4.122e-02, eta: 2 days, 22:40:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7332, loss_cls: 2.2176, loss: 2.2176, grad_norm: 2.9200 2021-06-24 16:14:32,571 - mmaction - INFO - Epoch [120][1360/1879] lr: 4.122e-02, eta: 2 days, 22:39:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4723, top5_acc: 0.7332, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.0239 2021-06-24 16:15:17,383 - mmaction - INFO - Epoch [120][1380/1879] lr: 4.122e-02, eta: 2 days, 22:38:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7320, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.8910 2021-06-24 16:16:02,215 - mmaction - INFO - Epoch [120][1400/1879] lr: 4.122e-02, eta: 2 days, 22:38:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2217, loss: 2.2217, grad_norm: 2.9651 2021-06-24 16:16:46,904 - mmaction - INFO - Epoch [120][1420/1879] lr: 4.122e-02, eta: 2 days, 22:37:17, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7410, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.9854 2021-06-24 16:17:31,582 - mmaction - INFO - Epoch [120][1440/1879] lr: 4.122e-02, eta: 2 days, 22:36:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7387, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.0974 2021-06-24 16:18:16,315 - mmaction - INFO - Epoch [120][1460/1879] lr: 4.122e-02, eta: 2 days, 22:35:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7332, loss_cls: 2.2140, loss: 2.2140, grad_norm: 2.9558 2021-06-24 16:19:01,146 - mmaction - INFO - Epoch [120][1480/1879] lr: 4.122e-02, eta: 2 days, 22:35:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4699, top5_acc: 0.7344, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.8745 2021-06-24 16:19:45,949 - mmaction - INFO - Epoch [120][1500/1879] lr: 4.122e-02, eta: 2 days, 22:34:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7348, loss_cls: 2.2124, loss: 2.2124, grad_norm: 2.9045 2021-06-24 16:20:30,730 - mmaction - INFO - Epoch [120][1520/1879] lr: 4.122e-02, eta: 2 days, 22:33:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7434, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.0640 2021-06-24 16:21:15,369 - mmaction - INFO - Epoch [120][1540/1879] lr: 4.122e-02, eta: 2 days, 22:32:47, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7430, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.9078 2021-06-24 16:22:00,196 - mmaction - INFO - Epoch [120][1560/1879] lr: 4.122e-02, eta: 2 days, 22:32:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.1783, loss: 2.1783, grad_norm: 2.9038 2021-06-24 16:22:45,085 - mmaction - INFO - Epoch [120][1580/1879] lr: 4.122e-02, eta: 2 days, 22:31:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2518, loss: 2.2518, grad_norm: 2.8984 2021-06-24 16:23:29,859 - mmaction - INFO - Epoch [120][1600/1879] lr: 4.122e-02, eta: 2 days, 22:30:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7422, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.8177 2021-06-24 16:24:14,662 - mmaction - INFO - Epoch [120][1620/1879] lr: 4.122e-02, eta: 2 days, 22:29:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7340, loss_cls: 2.1949, loss: 2.1949, grad_norm: 2.9029 2021-06-24 16:24:59,500 - mmaction - INFO - Epoch [120][1640/1879] lr: 4.122e-02, eta: 2 days, 22:29:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.9484 2021-06-24 16:25:44,164 - mmaction - INFO - Epoch [120][1660/1879] lr: 4.122e-02, eta: 2 days, 22:28:17, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7230, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.8565 2021-06-24 16:26:29,105 - mmaction - INFO - Epoch [120][1680/1879] lr: 4.122e-02, eta: 2 days, 22:27:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7215, loss_cls: 2.2625, loss: 2.2625, grad_norm: 2.9560 2021-06-24 16:27:13,862 - mmaction - INFO - Epoch [120][1700/1879] lr: 4.122e-02, eta: 2 days, 22:26:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4777, top5_acc: 0.7258, loss_cls: 2.2657, loss: 2.2657, grad_norm: 2.9250 2021-06-24 16:27:58,564 - mmaction - INFO - Epoch [120][1720/1879] lr: 4.122e-02, eta: 2 days, 22:26:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7418, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.9147 2021-06-24 16:28:43,351 - mmaction - INFO - Epoch [120][1740/1879] lr: 4.122e-02, eta: 2 days, 22:25:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7559, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.9315 2021-06-24 16:29:28,240 - mmaction - INFO - Epoch [120][1760/1879] lr: 4.122e-02, eta: 2 days, 22:24:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7480, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.9049 2021-06-24 16:30:13,024 - mmaction - INFO - Epoch [120][1780/1879] lr: 4.122e-02, eta: 2 days, 22:23:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7391, loss_cls: 2.2031, loss: 2.2031, grad_norm: 2.8879 2021-06-24 16:30:57,920 - mmaction - INFO - Epoch [120][1800/1879] lr: 4.122e-02, eta: 2 days, 22:23:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4762, top5_acc: 0.7191, loss_cls: 2.2944, loss: 2.2944, grad_norm: 2.9536 2021-06-24 16:31:42,749 - mmaction - INFO - Epoch [120][1820/1879] lr: 4.122e-02, eta: 2 days, 22:22:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7191, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.9432 2021-06-24 16:32:27,489 - mmaction - INFO - Epoch [120][1840/1879] lr: 4.122e-02, eta: 2 days, 22:21:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7355, loss_cls: 2.1773, loss: 2.1773, grad_norm: 2.9333 2021-06-24 16:33:12,093 - mmaction - INFO - Epoch [120][1860/1879] lr: 4.122e-02, eta: 2 days, 22:20:47, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7281, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.0252 2021-06-24 16:33:54,715 - mmaction - INFO - Saving checkpoint at 120 epochs 2021-06-24 16:35:26,982 - mmaction - INFO - Epoch [121][20/1879] lr: 4.000e-02, eta: 2 days, 22:19:22, time: 4.587, data_time: 2.307, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7402, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.8633 2021-06-24 16:36:11,931 - mmaction - INFO - Epoch [121][40/1879] lr: 4.000e-02, eta: 2 days, 22:18:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7582, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.8760 2021-06-24 16:36:56,894 - mmaction - INFO - Epoch [121][60/1879] lr: 4.000e-02, eta: 2 days, 22:17:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1360, loss: 2.1360, grad_norm: 2.9001 2021-06-24 16:37:41,788 - mmaction - INFO - Epoch [121][80/1879] lr: 4.000e-02, eta: 2 days, 22:17:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7480, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.9958 2021-06-24 16:38:26,577 - mmaction - INFO - Epoch [121][100/1879] lr: 4.000e-02, eta: 2 days, 22:16:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7301, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.9019 2021-06-24 16:39:11,519 - mmaction - INFO - Epoch [121][120/1879] lr: 4.000e-02, eta: 2 days, 22:15:37, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4773, top5_acc: 0.7254, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.0264 2021-06-24 16:39:56,397 - mmaction - INFO - Epoch [121][140/1879] lr: 4.000e-02, eta: 2 days, 22:14:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7387, loss_cls: 2.1849, loss: 2.1849, grad_norm: 2.9861 2021-06-24 16:40:41,426 - mmaction - INFO - Epoch [121][160/1879] lr: 4.000e-02, eta: 2 days, 22:14:07, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7453, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.8677 2021-06-24 16:41:26,362 - mmaction - INFO - Epoch [121][180/1879] lr: 4.000e-02, eta: 2 days, 22:13:22, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7516, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.9819 2021-06-24 16:42:11,277 - mmaction - INFO - Epoch [121][200/1879] lr: 4.000e-02, eta: 2 days, 22:12:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7535, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.9717 2021-06-24 16:42:56,071 - mmaction - INFO - Epoch [121][220/1879] lr: 4.000e-02, eta: 2 days, 22:11:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1249, loss: 2.1249, grad_norm: 2.9605 2021-06-24 16:43:40,983 - mmaction - INFO - Epoch [121][240/1879] lr: 4.000e-02, eta: 2 days, 22:11:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7410, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.9343 2021-06-24 16:44:25,822 - mmaction - INFO - Epoch [121][260/1879] lr: 4.000e-02, eta: 2 days, 22:10:22, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7352, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.8508 2021-06-24 16:45:10,669 - mmaction - INFO - Epoch [121][280/1879] lr: 4.000e-02, eta: 2 days, 22:09:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7402, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.8955 2021-06-24 16:45:55,541 - mmaction - INFO - Epoch [121][300/1879] lr: 4.000e-02, eta: 2 days, 22:08:53, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7414, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.9449 2021-06-24 16:46:40,437 - mmaction - INFO - Epoch [121][320/1879] lr: 4.000e-02, eta: 2 days, 22:08:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7348, loss_cls: 2.1971, loss: 2.1971, grad_norm: 2.9398 2021-06-24 16:47:25,335 - mmaction - INFO - Epoch [121][340/1879] lr: 4.000e-02, eta: 2 days, 22:07:23, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7414, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.0076 2021-06-24 16:48:10,137 - mmaction - INFO - Epoch [121][360/1879] lr: 4.000e-02, eta: 2 days, 22:06:38, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.8834 2021-06-24 16:48:54,917 - mmaction - INFO - Epoch [121][380/1879] lr: 4.000e-02, eta: 2 days, 22:05:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4863, top5_acc: 0.7227, loss_cls: 2.2385, loss: 2.2385, grad_norm: 2.9436 2021-06-24 16:49:39,512 - mmaction - INFO - Epoch [121][400/1879] lr: 4.000e-02, eta: 2 days, 22:05:08, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7375, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.9761 2021-06-24 16:50:24,407 - mmaction - INFO - Epoch [121][420/1879] lr: 4.000e-02, eta: 2 days, 22:04:23, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.9421 2021-06-24 16:51:09,319 - mmaction - INFO - Epoch [121][440/1879] lr: 4.000e-02, eta: 2 days, 22:03:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7426, loss_cls: 2.1681, loss: 2.1681, grad_norm: 2.9123 2021-06-24 16:51:54,074 - mmaction - INFO - Epoch [121][460/1879] lr: 4.000e-02, eta: 2 days, 22:02:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7332, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.0499 2021-06-24 16:52:38,845 - mmaction - INFO - Epoch [121][480/1879] lr: 4.000e-02, eta: 2 days, 22:02:08, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7371, loss_cls: 2.1846, loss: 2.1846, grad_norm: 2.9416 2021-06-24 16:53:23,654 - mmaction - INFO - Epoch [121][500/1879] lr: 4.000e-02, eta: 2 days, 22:01:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.9504 2021-06-24 16:54:08,587 - mmaction - INFO - Epoch [121][520/1879] lr: 4.000e-02, eta: 2 days, 22:00:38, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7297, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.0079 2021-06-24 16:54:53,240 - mmaction - INFO - Epoch [121][540/1879] lr: 4.000e-02, eta: 2 days, 21:59:53, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7445, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.9142 2021-06-24 16:55:38,068 - mmaction - INFO - Epoch [121][560/1879] lr: 4.000e-02, eta: 2 days, 21:59:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7473, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.9094 2021-06-24 16:56:22,832 - mmaction - INFO - Epoch [121][580/1879] lr: 4.000e-02, eta: 2 days, 21:58:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7449, loss_cls: 2.1599, loss: 2.1599, grad_norm: 2.9347 2021-06-24 16:57:07,526 - mmaction - INFO - Epoch [121][600/1879] lr: 4.000e-02, eta: 2 days, 21:57:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.9787 2021-06-24 16:57:52,379 - mmaction - INFO - Epoch [121][620/1879] lr: 4.000e-02, eta: 2 days, 21:56:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7355, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.9453 2021-06-24 16:58:37,004 - mmaction - INFO - Epoch [121][640/1879] lr: 4.000e-02, eta: 2 days, 21:56:08, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7160, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.0441 2021-06-24 16:59:21,727 - mmaction - INFO - Epoch [121][660/1879] lr: 4.000e-02, eta: 2 days, 21:55:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2023, loss: 2.2023, grad_norm: 2.8626 2021-06-24 17:00:06,424 - mmaction - INFO - Epoch [121][680/1879] lr: 4.000e-02, eta: 2 days, 21:54:38, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7488, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.9473 2021-06-24 17:00:51,190 - mmaction - INFO - Epoch [121][700/1879] lr: 4.000e-02, eta: 2 days, 21:53:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7371, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.9820 2021-06-24 17:01:36,046 - mmaction - INFO - Epoch [121][720/1879] lr: 4.000e-02, eta: 2 days, 21:53:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7305, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.9257 2021-06-24 17:02:20,958 - mmaction - INFO - Epoch [121][740/1879] lr: 4.000e-02, eta: 2 days, 21:52:23, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7445, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.9588 2021-06-24 17:03:05,699 - mmaction - INFO - Epoch [121][760/1879] lr: 4.000e-02, eta: 2 days, 21:51:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7414, loss_cls: 2.1782, loss: 2.1782, grad_norm: 2.9274 2021-06-24 17:03:50,453 - mmaction - INFO - Epoch [121][780/1879] lr: 4.000e-02, eta: 2 days, 21:50:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7293, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.0358 2021-06-24 17:04:35,144 - mmaction - INFO - Epoch [121][800/1879] lr: 4.000e-02, eta: 2 days, 21:50:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7301, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.9663 2021-06-24 17:05:19,944 - mmaction - INFO - Epoch [121][820/1879] lr: 4.000e-02, eta: 2 days, 21:49:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2290, loss: 2.2290, grad_norm: 2.9256 2021-06-24 17:06:04,571 - mmaction - INFO - Epoch [121][840/1879] lr: 4.000e-02, eta: 2 days, 21:48:38, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4793, top5_acc: 0.7309, loss_cls: 2.1883, loss: 2.1883, grad_norm: 2.9599 2021-06-24 17:06:49,355 - mmaction - INFO - Epoch [121][860/1879] lr: 4.000e-02, eta: 2 days, 21:47:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.9580 2021-06-24 17:07:34,156 - mmaction - INFO - Epoch [121][880/1879] lr: 4.000e-02, eta: 2 days, 21:47:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4824, top5_acc: 0.7238, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.9243 2021-06-24 17:08:19,039 - mmaction - INFO - Epoch [121][900/1879] lr: 4.000e-02, eta: 2 days, 21:46:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7363, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.9845 2021-06-24 17:09:03,816 - mmaction - INFO - Epoch [121][920/1879] lr: 4.000e-02, eta: 2 days, 21:45:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7328, loss_cls: 2.2248, loss: 2.2248, grad_norm: 2.9568 2021-06-24 17:09:48,575 - mmaction - INFO - Epoch [121][940/1879] lr: 4.000e-02, eta: 2 days, 21:44:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7465, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.0037 2021-06-24 17:10:33,493 - mmaction - INFO - Epoch [121][960/1879] lr: 4.000e-02, eta: 2 days, 21:44:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7348, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.9249 2021-06-24 17:11:18,115 - mmaction - INFO - Epoch [121][980/1879] lr: 4.000e-02, eta: 2 days, 21:43:23, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7449, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.8697 2021-06-24 17:12:02,888 - mmaction - INFO - Epoch [121][1000/1879] lr: 4.000e-02, eta: 2 days, 21:42:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7441, loss_cls: 2.1483, loss: 2.1483, grad_norm: 2.9974 2021-06-24 17:12:47,674 - mmaction - INFO - Epoch [121][1020/1879] lr: 4.000e-02, eta: 2 days, 21:41:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7395, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.9525 2021-06-24 17:13:32,436 - mmaction - INFO - Epoch [121][1040/1879] lr: 4.000e-02, eta: 2 days, 21:41:08, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4879, top5_acc: 0.7242, loss_cls: 2.2391, loss: 2.2391, grad_norm: 2.9602 2021-06-24 17:14:17,295 - mmaction - INFO - Epoch [121][1060/1879] lr: 4.000e-02, eta: 2 days, 21:40:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7445, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.9954 2021-06-24 17:15:02,044 - mmaction - INFO - Epoch [121][1080/1879] lr: 4.000e-02, eta: 2 days, 21:39:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2187, loss: 2.2187, grad_norm: 2.9097 2021-06-24 17:15:46,734 - mmaction - INFO - Epoch [121][1100/1879] lr: 4.000e-02, eta: 2 days, 21:38:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.9375 2021-06-24 17:16:31,436 - mmaction - INFO - Epoch [121][1120/1879] lr: 4.000e-02, eta: 2 days, 21:38:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7227, loss_cls: 2.2736, loss: 2.2736, grad_norm: 2.9956 2021-06-24 17:17:16,276 - mmaction - INFO - Epoch [121][1140/1879] lr: 4.000e-02, eta: 2 days, 21:37:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.8973 2021-06-24 17:18:01,012 - mmaction - INFO - Epoch [121][1160/1879] lr: 4.000e-02, eta: 2 days, 21:36:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7273, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.9246 2021-06-24 17:18:45,776 - mmaction - INFO - Epoch [121][1180/1879] lr: 4.000e-02, eta: 2 days, 21:35:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.9992 2021-06-24 17:19:30,679 - mmaction - INFO - Epoch [121][1200/1879] lr: 4.000e-02, eta: 2 days, 21:35:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7301, loss_cls: 2.2043, loss: 2.2043, grad_norm: 2.9290 2021-06-24 17:20:15,408 - mmaction - INFO - Epoch [121][1220/1879] lr: 4.000e-02, eta: 2 days, 21:34:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7258, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.0274 2021-06-24 17:21:00,272 - mmaction - INFO - Epoch [121][1240/1879] lr: 4.000e-02, eta: 2 days, 21:33:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7316, loss_cls: 2.2015, loss: 2.2015, grad_norm: 2.9122 2021-06-24 17:21:45,293 - mmaction - INFO - Epoch [121][1260/1879] lr: 4.000e-02, eta: 2 days, 21:32:53, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7559, loss_cls: 2.0803, loss: 2.0803, grad_norm: 3.0059 2021-06-24 17:22:30,121 - mmaction - INFO - Epoch [121][1280/1879] lr: 4.000e-02, eta: 2 days, 21:32:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7539, loss_cls: 2.1456, loss: 2.1456, grad_norm: 2.9786 2021-06-24 17:23:14,891 - mmaction - INFO - Epoch [121][1300/1879] lr: 4.000e-02, eta: 2 days, 21:31:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4707, top5_acc: 0.7254, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.9587 2021-06-24 17:23:59,679 - mmaction - INFO - Epoch [121][1320/1879] lr: 4.000e-02, eta: 2 days, 21:30:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.9361 2021-06-24 17:24:44,428 - mmaction - INFO - Epoch [121][1340/1879] lr: 4.000e-02, eta: 2 days, 21:29:53, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.9229 2021-06-24 17:25:29,084 - mmaction - INFO - Epoch [121][1360/1879] lr: 4.000e-02, eta: 2 days, 21:29:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7410, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.0005 2021-06-24 17:26:13,889 - mmaction - INFO - Epoch [121][1380/1879] lr: 4.000e-02, eta: 2 days, 21:28:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7387, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.9367 2021-06-24 17:26:58,677 - mmaction - INFO - Epoch [121][1400/1879] lr: 4.000e-02, eta: 2 days, 21:27:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7289, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.9728 2021-06-24 17:27:43,532 - mmaction - INFO - Epoch [121][1420/1879] lr: 4.000e-02, eta: 2 days, 21:26:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7324, loss_cls: 2.1837, loss: 2.1837, grad_norm: 2.9126 2021-06-24 17:28:28,363 - mmaction - INFO - Epoch [121][1440/1879] lr: 4.000e-02, eta: 2 days, 21:26:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7527, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.9095 2021-06-24 17:29:13,164 - mmaction - INFO - Epoch [121][1460/1879] lr: 4.000e-02, eta: 2 days, 21:25:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4809, top5_acc: 0.7395, loss_cls: 2.2072, loss: 2.2072, grad_norm: 2.9845 2021-06-24 17:29:57,809 - mmaction - INFO - Epoch [121][1480/1879] lr: 4.000e-02, eta: 2 days, 21:24:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7410, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.9327 2021-06-24 17:30:42,534 - mmaction - INFO - Epoch [121][1500/1879] lr: 4.000e-02, eta: 2 days, 21:23:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7488, loss_cls: 2.1619, loss: 2.1619, grad_norm: 2.9222 2021-06-24 17:31:27,266 - mmaction - INFO - Epoch [121][1520/1879] lr: 4.000e-02, eta: 2 days, 21:23:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7348, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.0271 2021-06-24 17:32:12,179 - mmaction - INFO - Epoch [121][1540/1879] lr: 4.000e-02, eta: 2 days, 21:22:24, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7211, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.9378 2021-06-24 17:32:57,027 - mmaction - INFO - Epoch [121][1560/1879] lr: 4.000e-02, eta: 2 days, 21:21:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7363, loss_cls: 2.1869, loss: 2.1869, grad_norm: 2.8897 2021-06-24 17:33:41,835 - mmaction - INFO - Epoch [121][1580/1879] lr: 4.000e-02, eta: 2 days, 21:20:54, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7273, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.9218 2021-06-24 17:34:26,462 - mmaction - INFO - Epoch [121][1600/1879] lr: 4.000e-02, eta: 2 days, 21:20:09, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.4898, top5_acc: 0.7402, loss_cls: 2.1758, loss: 2.1758, grad_norm: 2.9709 2021-06-24 17:35:11,324 - mmaction - INFO - Epoch [121][1620/1879] lr: 4.000e-02, eta: 2 days, 21:19:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.0342 2021-06-24 17:35:56,096 - mmaction - INFO - Epoch [121][1640/1879] lr: 4.000e-02, eta: 2 days, 21:18:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1684, loss: 2.1684, grad_norm: 2.8270 2021-06-24 17:36:40,943 - mmaction - INFO - Epoch [121][1660/1879] lr: 4.000e-02, eta: 2 days, 21:17:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.9085 2021-06-24 17:37:25,711 - mmaction - INFO - Epoch [121][1680/1879] lr: 4.000e-02, eta: 2 days, 21:17:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7484, loss_cls: 2.1979, loss: 2.1979, grad_norm: 2.8943 2021-06-24 17:38:10,377 - mmaction - INFO - Epoch [121][1700/1879] lr: 4.000e-02, eta: 2 days, 21:16:24, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7484, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.9230 2021-06-24 17:38:55,093 - mmaction - INFO - Epoch [121][1720/1879] lr: 4.000e-02, eta: 2 days, 21:15:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7480, loss_cls: 2.1552, loss: 2.1552, grad_norm: 2.9517 2021-06-24 17:39:40,001 - mmaction - INFO - Epoch [121][1740/1879] lr: 4.000e-02, eta: 2 days, 21:14:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7258, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.0347 2021-06-24 17:40:24,855 - mmaction - INFO - Epoch [121][1760/1879] lr: 4.000e-02, eta: 2 days, 21:14:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7535, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.9204 2021-06-24 17:41:09,674 - mmaction - INFO - Epoch [121][1780/1879] lr: 4.000e-02, eta: 2 days, 21:13:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7301, loss_cls: 2.2091, loss: 2.2091, grad_norm: 2.9016 2021-06-24 17:41:54,368 - mmaction - INFO - Epoch [121][1800/1879] lr: 4.000e-02, eta: 2 days, 21:12:39, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7395, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.0587 2021-06-24 17:42:39,100 - mmaction - INFO - Epoch [121][1820/1879] lr: 4.000e-02, eta: 2 days, 21:11:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7371, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.0063 2021-06-24 17:43:23,938 - mmaction - INFO - Epoch [121][1840/1879] lr: 4.000e-02, eta: 2 days, 21:11:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4785, top5_acc: 0.7285, loss_cls: 2.2786, loss: 2.2786, grad_norm: 2.9487 2021-06-24 17:44:08,709 - mmaction - INFO - Epoch [121][1860/1879] lr: 4.000e-02, eta: 2 days, 21:10:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7371, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.0118 2021-06-24 17:44:51,668 - mmaction - INFO - Saving checkpoint at 121 epochs 2021-06-24 17:46:24,071 - mmaction - INFO - Epoch [122][20/1879] lr: 3.880e-02, eta: 2 days, 21:08:58, time: 4.598, data_time: 2.306, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7457, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.9557 2021-06-24 17:47:09,037 - mmaction - INFO - Epoch [122][40/1879] lr: 3.880e-02, eta: 2 days, 21:08:13, time: 2.248, data_time: 0.003, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7348, loss_cls: 2.2075, loss: 2.2075, grad_norm: 2.9358 2021-06-24 17:47:54,140 - mmaction - INFO - Epoch [122][60/1879] lr: 3.880e-02, eta: 2 days, 21:07:29, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7465, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.9436 2021-06-24 17:48:39,246 - mmaction - INFO - Epoch [122][80/1879] lr: 3.880e-02, eta: 2 days, 21:06:44, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.9385 2021-06-24 17:49:24,220 - mmaction - INFO - Epoch [122][100/1879] lr: 3.880e-02, eta: 2 days, 21:05:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7395, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.0066 2021-06-24 17:50:09,320 - mmaction - INFO - Epoch [122][120/1879] lr: 3.880e-02, eta: 2 days, 21:05:14, time: 2.255, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7340, loss_cls: 2.1928, loss: 2.1928, grad_norm: 2.8686 2021-06-24 17:50:54,402 - mmaction - INFO - Epoch [122][140/1879] lr: 3.880e-02, eta: 2 days, 21:04:29, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.9820 2021-06-24 17:51:39,482 - mmaction - INFO - Epoch [122][160/1879] lr: 3.880e-02, eta: 2 days, 21:03:44, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7348, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.0877 2021-06-24 17:52:24,483 - mmaction - INFO - Epoch [122][180/1879] lr: 3.880e-02, eta: 2 days, 21:02:59, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7418, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.8928 2021-06-24 17:53:09,433 - mmaction - INFO - Epoch [122][200/1879] lr: 3.880e-02, eta: 2 days, 21:02:15, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7598, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.9142 2021-06-24 17:53:54,471 - mmaction - INFO - Epoch [122][220/1879] lr: 3.880e-02, eta: 2 days, 21:01:30, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7262, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.9352 2021-06-24 17:54:39,516 - mmaction - INFO - Epoch [122][240/1879] lr: 3.880e-02, eta: 2 days, 21:00:45, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.9272 2021-06-24 17:55:24,442 - mmaction - INFO - Epoch [122][260/1879] lr: 3.880e-02, eta: 2 days, 21:00:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4684, top5_acc: 0.7176, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.1065 2021-06-24 17:56:09,294 - mmaction - INFO - Epoch [122][280/1879] lr: 3.880e-02, eta: 2 days, 20:59:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7473, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.9968 2021-06-24 17:56:54,162 - mmaction - INFO - Epoch [122][300/1879] lr: 3.880e-02, eta: 2 days, 20:58:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7469, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.9665 2021-06-24 17:57:39,077 - mmaction - INFO - Epoch [122][320/1879] lr: 3.880e-02, eta: 2 days, 20:57:45, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7465, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.9817 2021-06-24 17:58:24,157 - mmaction - INFO - Epoch [122][340/1879] lr: 3.880e-02, eta: 2 days, 20:57:00, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7504, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.1395 2021-06-24 17:59:09,085 - mmaction - INFO - Epoch [122][360/1879] lr: 3.880e-02, eta: 2 days, 20:56:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7363, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.0056 2021-06-24 17:59:53,954 - mmaction - INFO - Epoch [122][380/1879] lr: 3.880e-02, eta: 2 days, 20:55:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7465, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.9112 2021-06-24 18:00:39,114 - mmaction - INFO - Epoch [122][400/1879] lr: 3.880e-02, eta: 2 days, 20:54:46, time: 2.253, data_time: 0.000, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7418, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.1113 2021-06-24 18:01:24,218 - mmaction - INFO - Epoch [122][420/1879] lr: 3.880e-02, eta: 2 days, 20:54:01, time: 2.260, data_time: 0.006, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7371, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.9407 2021-06-24 18:02:09,103 - mmaction - INFO - Epoch [122][440/1879] lr: 3.880e-02, eta: 2 days, 20:53:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7422, loss_cls: 2.1883, loss: 2.1883, grad_norm: 2.9799 2021-06-24 18:02:54,045 - mmaction - INFO - Epoch [122][460/1879] lr: 3.880e-02, eta: 2 days, 20:52:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7480, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.0008 2021-06-24 18:03:38,867 - mmaction - INFO - Epoch [122][480/1879] lr: 3.880e-02, eta: 2 days, 20:51:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4836, top5_acc: 0.7285, loss_cls: 2.2352, loss: 2.2352, grad_norm: 2.9775 2021-06-24 18:04:23,726 - mmaction - INFO - Epoch [122][500/1879] lr: 3.880e-02, eta: 2 days, 20:51:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.9778 2021-06-24 18:05:08,566 - mmaction - INFO - Epoch [122][520/1879] lr: 3.880e-02, eta: 2 days, 20:50:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7418, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.0050 2021-06-24 18:05:53,345 - mmaction - INFO - Epoch [122][540/1879] lr: 3.880e-02, eta: 2 days, 20:49:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7309, loss_cls: 2.1787, loss: 2.1787, grad_norm: 2.9505 2021-06-24 18:06:38,286 - mmaction - INFO - Epoch [122][560/1879] lr: 3.880e-02, eta: 2 days, 20:48:46, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7461, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.9658 2021-06-24 18:07:23,165 - mmaction - INFO - Epoch [122][580/1879] lr: 3.880e-02, eta: 2 days, 20:48:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7395, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.0354 2021-06-24 18:08:07,939 - mmaction - INFO - Epoch [122][600/1879] lr: 3.880e-02, eta: 2 days, 20:47:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7414, loss_cls: 2.1842, loss: 2.1842, grad_norm: 2.9201 2021-06-24 18:08:52,744 - mmaction - INFO - Epoch [122][620/1879] lr: 3.880e-02, eta: 2 days, 20:46:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7621, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.0530 2021-06-24 18:09:37,598 - mmaction - INFO - Epoch [122][640/1879] lr: 3.880e-02, eta: 2 days, 20:45:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7387, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.9850 2021-06-24 18:10:22,513 - mmaction - INFO - Epoch [122][660/1879] lr: 3.880e-02, eta: 2 days, 20:45:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7215, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.0041 2021-06-24 18:11:07,251 - mmaction - INFO - Epoch [122][680/1879] lr: 3.880e-02, eta: 2 days, 20:44:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7422, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.0061 2021-06-24 18:11:52,014 - mmaction - INFO - Epoch [122][700/1879] lr: 3.880e-02, eta: 2 days, 20:43:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7395, loss_cls: 2.1764, loss: 2.1764, grad_norm: 2.9559 2021-06-24 18:12:36,832 - mmaction - INFO - Epoch [122][720/1879] lr: 3.880e-02, eta: 2 days, 20:42:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.9243 2021-06-24 18:13:21,620 - mmaction - INFO - Epoch [122][740/1879] lr: 3.880e-02, eta: 2 days, 20:42:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.8509 2021-06-24 18:14:06,451 - mmaction - INFO - Epoch [122][760/1879] lr: 3.880e-02, eta: 2 days, 20:41:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.9892 2021-06-24 18:14:51,296 - mmaction - INFO - Epoch [122][780/1879] lr: 3.880e-02, eta: 2 days, 20:40:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7328, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.9572 2021-06-24 18:15:36,176 - mmaction - INFO - Epoch [122][800/1879] lr: 3.880e-02, eta: 2 days, 20:39:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7441, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.9139 2021-06-24 18:16:20,990 - mmaction - INFO - Epoch [122][820/1879] lr: 3.880e-02, eta: 2 days, 20:39:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7309, loss_cls: 2.2269, loss: 2.2269, grad_norm: 2.9574 2021-06-24 18:17:05,738 - mmaction - INFO - Epoch [122][840/1879] lr: 3.880e-02, eta: 2 days, 20:38:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7477, loss_cls: 2.1609, loss: 2.1609, grad_norm: 2.9226 2021-06-24 18:17:50,522 - mmaction - INFO - Epoch [122][860/1879] lr: 3.880e-02, eta: 2 days, 20:37:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7320, loss_cls: 2.1920, loss: 2.1920, grad_norm: 2.9347 2021-06-24 18:18:35,352 - mmaction - INFO - Epoch [122][880/1879] lr: 3.880e-02, eta: 2 days, 20:36:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.9419 2021-06-24 18:19:20,149 - mmaction - INFO - Epoch [122][900/1879] lr: 3.880e-02, eta: 2 days, 20:36:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7426, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.0489 2021-06-24 18:20:04,838 - mmaction - INFO - Epoch [122][920/1879] lr: 3.880e-02, eta: 2 days, 20:35:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1924, loss: 2.1924, grad_norm: 2.9908 2021-06-24 18:20:49,746 - mmaction - INFO - Epoch [122][940/1879] lr: 3.880e-02, eta: 2 days, 20:34:32, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7426, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.9634 2021-06-24 18:21:34,419 - mmaction - INFO - Epoch [122][960/1879] lr: 3.880e-02, eta: 2 days, 20:33:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7449, loss_cls: 2.1202, loss: 2.1202, grad_norm: 2.8788 2021-06-24 18:22:19,274 - mmaction - INFO - Epoch [122][980/1879] lr: 3.880e-02, eta: 2 days, 20:33:02, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7402, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.9116 2021-06-24 18:23:04,023 - mmaction - INFO - Epoch [122][1000/1879] lr: 3.880e-02, eta: 2 days, 20:32:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7305, loss_cls: 2.2009, loss: 2.2009, grad_norm: 2.9835 2021-06-24 18:23:48,781 - mmaction - INFO - Epoch [122][1020/1879] lr: 3.880e-02, eta: 2 days, 20:31:32, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7480, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.9608 2021-06-24 18:24:33,601 - mmaction - INFO - Epoch [122][1040/1879] lr: 3.880e-02, eta: 2 days, 20:30:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7480, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.8923 2021-06-24 18:25:18,448 - mmaction - INFO - Epoch [122][1060/1879] lr: 3.880e-02, eta: 2 days, 20:30:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7332, loss_cls: 2.2016, loss: 2.2016, grad_norm: 2.9594 2021-06-24 18:26:03,277 - mmaction - INFO - Epoch [122][1080/1879] lr: 3.880e-02, eta: 2 days, 20:29:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7395, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.8874 2021-06-24 18:26:48,078 - mmaction - INFO - Epoch [122][1100/1879] lr: 3.880e-02, eta: 2 days, 20:28:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7340, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.8975 2021-06-24 18:27:33,074 - mmaction - INFO - Epoch [122][1120/1879] lr: 3.880e-02, eta: 2 days, 20:27:47, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7309, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.2354 2021-06-24 18:28:17,871 - mmaction - INFO - Epoch [122][1140/1879] lr: 3.880e-02, eta: 2 days, 20:27:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2134, loss: 2.2134, grad_norm: 2.9755 2021-06-24 18:29:02,826 - mmaction - INFO - Epoch [122][1160/1879] lr: 3.880e-02, eta: 2 days, 20:26:17, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7445, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.0778 2021-06-24 18:29:47,753 - mmaction - INFO - Epoch [122][1180/1879] lr: 3.880e-02, eta: 2 days, 20:25:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7426, loss_cls: 2.2014, loss: 2.2014, grad_norm: 2.9545 2021-06-24 18:30:32,498 - mmaction - INFO - Epoch [122][1200/1879] lr: 3.880e-02, eta: 2 days, 20:24:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.9792 2021-06-24 18:31:17,272 - mmaction - INFO - Epoch [122][1220/1879] lr: 3.880e-02, eta: 2 days, 20:24:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7363, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.0213 2021-06-24 18:32:02,086 - mmaction - INFO - Epoch [122][1240/1879] lr: 3.880e-02, eta: 2 days, 20:23:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7473, loss_cls: 2.1438, loss: 2.1438, grad_norm: 3.0532 2021-06-24 18:32:46,895 - mmaction - INFO - Epoch [122][1260/1879] lr: 3.880e-02, eta: 2 days, 20:22:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7441, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.9329 2021-06-24 18:33:31,557 - mmaction - INFO - Epoch [122][1280/1879] lr: 3.880e-02, eta: 2 days, 20:21:47, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7340, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.0999 2021-06-24 18:34:16,164 - mmaction - INFO - Epoch [122][1300/1879] lr: 3.880e-02, eta: 2 days, 20:21:02, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7309, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.9111 2021-06-24 18:35:00,917 - mmaction - INFO - Epoch [122][1320/1879] lr: 3.880e-02, eta: 2 days, 20:20:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7461, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.9979 2021-06-24 18:35:45,821 - mmaction - INFO - Epoch [122][1340/1879] lr: 3.880e-02, eta: 2 days, 20:19:32, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7438, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.0574 2021-06-24 18:36:30,673 - mmaction - INFO - Epoch [122][1360/1879] lr: 3.880e-02, eta: 2 days, 20:18:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4691, top5_acc: 0.7148, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.0160 2021-06-24 18:37:15,518 - mmaction - INFO - Epoch [122][1380/1879] lr: 3.880e-02, eta: 2 days, 20:18:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7438, loss_cls: 2.2316, loss: 2.2316, grad_norm: 2.9973 2021-06-24 18:38:00,357 - mmaction - INFO - Epoch [122][1400/1879] lr: 3.880e-02, eta: 2 days, 20:17:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7395, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.9735 2021-06-24 18:38:45,253 - mmaction - INFO - Epoch [122][1420/1879] lr: 3.880e-02, eta: 2 days, 20:16:33, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2116, loss: 2.2116, grad_norm: 2.9860 2021-06-24 18:39:30,095 - mmaction - INFO - Epoch [122][1440/1879] lr: 3.880e-02, eta: 2 days, 20:15:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7328, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.0478 2021-06-24 18:40:14,962 - mmaction - INFO - Epoch [122][1460/1879] lr: 3.880e-02, eta: 2 days, 20:15:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4867, top5_acc: 0.7309, loss_cls: 2.2192, loss: 2.2192, grad_norm: 2.9820 2021-06-24 18:40:59,752 - mmaction - INFO - Epoch [122][1480/1879] lr: 3.880e-02, eta: 2 days, 20:14:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7355, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.0021 2021-06-24 18:41:44,719 - mmaction - INFO - Epoch [122][1500/1879] lr: 3.880e-02, eta: 2 days, 20:13:33, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7379, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.0750 2021-06-24 18:42:29,509 - mmaction - INFO - Epoch [122][1520/1879] lr: 3.880e-02, eta: 2 days, 20:12:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7426, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.0311 2021-06-24 18:43:14,289 - mmaction - INFO - Epoch [122][1540/1879] lr: 3.880e-02, eta: 2 days, 20:12:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7473, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.9790 2021-06-24 18:43:59,100 - mmaction - INFO - Epoch [122][1560/1879] lr: 3.880e-02, eta: 2 days, 20:11:18, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4715, top5_acc: 0.7215, loss_cls: 2.3379, loss: 2.3379, grad_norm: 3.0728 2021-06-24 18:44:43,951 - mmaction - INFO - Epoch [122][1580/1879] lr: 3.880e-02, eta: 2 days, 20:10:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7340, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.9731 2021-06-24 18:45:28,757 - mmaction - INFO - Epoch [122][1600/1879] lr: 3.880e-02, eta: 2 days, 20:09:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7277, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.9017 2021-06-24 18:46:13,569 - mmaction - INFO - Epoch [122][1620/1879] lr: 3.880e-02, eta: 2 days, 20:09:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7363, loss_cls: 2.1556, loss: 2.1556, grad_norm: 2.9244 2021-06-24 18:46:58,381 - mmaction - INFO - Epoch [122][1640/1879] lr: 3.880e-02, eta: 2 days, 20:08:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7566, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.9737 2021-06-24 18:47:43,241 - mmaction - INFO - Epoch [122][1660/1879] lr: 3.880e-02, eta: 2 days, 20:07:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7324, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.9643 2021-06-24 18:48:28,009 - mmaction - INFO - Epoch [122][1680/1879] lr: 3.880e-02, eta: 2 days, 20:06:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7434, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.0263 2021-06-24 18:49:12,710 - mmaction - INFO - Epoch [122][1700/1879] lr: 3.880e-02, eta: 2 days, 20:06:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7371, loss_cls: 2.2058, loss: 2.2058, grad_norm: 2.9843 2021-06-24 18:49:57,555 - mmaction - INFO - Epoch [122][1720/1879] lr: 3.880e-02, eta: 2 days, 20:05:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.0284 2021-06-24 18:50:42,275 - mmaction - INFO - Epoch [122][1740/1879] lr: 3.880e-02, eta: 2 days, 20:04:33, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7477, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.0508 2021-06-24 18:51:27,031 - mmaction - INFO - Epoch [122][1760/1879] lr: 3.880e-02, eta: 2 days, 20:03:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.0103 2021-06-24 18:52:11,831 - mmaction - INFO - Epoch [122][1780/1879] lr: 3.880e-02, eta: 2 days, 20:03:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7469, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.0179 2021-06-24 18:52:56,537 - mmaction - INFO - Epoch [122][1800/1879] lr: 3.880e-02, eta: 2 days, 20:02:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7469, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.0079 2021-06-24 18:53:41,502 - mmaction - INFO - Epoch [122][1820/1879] lr: 3.880e-02, eta: 2 days, 20:01:33, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7473, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.0356 2021-06-24 18:54:26,346 - mmaction - INFO - Epoch [122][1840/1879] lr: 3.880e-02, eta: 2 days, 20:00:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7336, loss_cls: 2.1878, loss: 2.1878, grad_norm: 2.9063 2021-06-24 18:55:11,165 - mmaction - INFO - Epoch [122][1860/1879] lr: 3.880e-02, eta: 2 days, 20:00:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7512, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.9889 2021-06-24 18:56:00,385 - mmaction - INFO - Saving checkpoint at 122 epochs 2021-06-24 18:57:57,830 - mmaction - INFO - Epoch [123][20/1879] lr: 3.761e-02, eta: 2 days, 19:58:50, time: 5.861, data_time: 3.597, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7363, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.0230 2021-06-24 18:58:42,764 - mmaction - INFO - Epoch [123][40/1879] lr: 3.761e-02, eta: 2 days, 19:58:05, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7434, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.9827 2021-06-24 18:59:27,739 - mmaction - INFO - Epoch [123][60/1879] lr: 3.761e-02, eta: 2 days, 19:57:20, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.9576 2021-06-24 19:00:12,658 - mmaction - INFO - Epoch [123][80/1879] lr: 3.761e-02, eta: 2 days, 19:56:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.9788 2021-06-24 19:00:57,491 - mmaction - INFO - Epoch [123][100/1879] lr: 3.761e-02, eta: 2 days, 19:55:50, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.9782 2021-06-24 19:01:42,452 - mmaction - INFO - Epoch [123][120/1879] lr: 3.761e-02, eta: 2 days, 19:55:05, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7512, loss_cls: 2.0796, loss: 2.0796, grad_norm: 2.9606 2021-06-24 19:02:27,442 - mmaction - INFO - Epoch [123][140/1879] lr: 3.761e-02, eta: 2 days, 19:54:20, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7488, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.0183 2021-06-24 19:03:12,433 - mmaction - INFO - Epoch [123][160/1879] lr: 3.761e-02, eta: 2 days, 19:53:35, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.9626 2021-06-24 19:03:57,460 - mmaction - INFO - Epoch [123][180/1879] lr: 3.761e-02, eta: 2 days, 19:52:51, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1850, loss: 2.1850, grad_norm: 2.9263 2021-06-24 19:04:42,470 - mmaction - INFO - Epoch [123][200/1879] lr: 3.761e-02, eta: 2 days, 19:52:06, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7465, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.0471 2021-06-24 19:05:27,460 - mmaction - INFO - Epoch [123][220/1879] lr: 3.761e-02, eta: 2 days, 19:51:21, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7500, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.9910 2021-06-24 19:06:12,541 - mmaction - INFO - Epoch [123][240/1879] lr: 3.761e-02, eta: 2 days, 19:50:36, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7488, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.0194 2021-06-24 19:06:57,618 - mmaction - INFO - Epoch [123][260/1879] lr: 3.761e-02, eta: 2 days, 19:49:51, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.9642 2021-06-24 19:07:42,570 - mmaction - INFO - Epoch [123][280/1879] lr: 3.761e-02, eta: 2 days, 19:49:06, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7527, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.9934 2021-06-24 19:08:27,364 - mmaction - INFO - Epoch [123][300/1879] lr: 3.761e-02, eta: 2 days, 19:48:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7379, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.0861 2021-06-24 19:09:12,335 - mmaction - INFO - Epoch [123][320/1879] lr: 3.761e-02, eta: 2 days, 19:47:36, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7457, loss_cls: 2.1106, loss: 2.1106, grad_norm: 2.9193 2021-06-24 19:09:57,147 - mmaction - INFO - Epoch [123][340/1879] lr: 3.761e-02, eta: 2 days, 19:46:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.0595 2021-06-24 19:10:42,004 - mmaction - INFO - Epoch [123][360/1879] lr: 3.761e-02, eta: 2 days, 19:46:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7324, loss_cls: 2.1624, loss: 2.1624, grad_norm: 2.9803 2021-06-24 19:11:26,771 - mmaction - INFO - Epoch [123][380/1879] lr: 3.761e-02, eta: 2 days, 19:45:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.9869 2021-06-24 19:12:11,485 - mmaction - INFO - Epoch [123][400/1879] lr: 3.761e-02, eta: 2 days, 19:44:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7438, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.9954 2021-06-24 19:12:56,273 - mmaction - INFO - Epoch [123][420/1879] lr: 3.761e-02, eta: 2 days, 19:43:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7305, loss_cls: 2.1996, loss: 2.1996, grad_norm: 2.9758 2021-06-24 19:13:41,138 - mmaction - INFO - Epoch [123][440/1879] lr: 3.761e-02, eta: 2 days, 19:43:06, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7426, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.0236 2021-06-24 19:14:25,868 - mmaction - INFO - Epoch [123][460/1879] lr: 3.761e-02, eta: 2 days, 19:42:21, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.9445 2021-06-24 19:15:10,770 - mmaction - INFO - Epoch [123][480/1879] lr: 3.761e-02, eta: 2 days, 19:41:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7551, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.9658 2021-06-24 19:15:55,735 - mmaction - INFO - Epoch [123][500/1879] lr: 3.761e-02, eta: 2 days, 19:40:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0872, loss: 2.0872, grad_norm: 3.0122 2021-06-24 19:16:40,561 - mmaction - INFO - Epoch [123][520/1879] lr: 3.761e-02, eta: 2 days, 19:40:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7430, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.0687 2021-06-24 19:17:25,463 - mmaction - INFO - Epoch [123][540/1879] lr: 3.761e-02, eta: 2 days, 19:39:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7418, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.0967 2021-06-24 19:18:10,260 - mmaction - INFO - Epoch [123][560/1879] lr: 3.761e-02, eta: 2 days, 19:38:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.0067 2021-06-24 19:18:55,111 - mmaction - INFO - Epoch [123][580/1879] lr: 3.761e-02, eta: 2 days, 19:37:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7441, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.9569 2021-06-24 19:19:39,924 - mmaction - INFO - Epoch [123][600/1879] lr: 3.761e-02, eta: 2 days, 19:37:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7355, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.0584 2021-06-24 19:20:24,707 - mmaction - INFO - Epoch [123][620/1879] lr: 3.761e-02, eta: 2 days, 19:36:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.4250 2021-06-24 19:21:09,600 - mmaction - INFO - Epoch [123][640/1879] lr: 3.761e-02, eta: 2 days, 19:35:37, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4934, top5_acc: 0.7297, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.1348 2021-06-24 19:21:54,504 - mmaction - INFO - Epoch [123][660/1879] lr: 3.761e-02, eta: 2 days, 19:34:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7348, loss_cls: 2.2094, loss: 2.2094, grad_norm: 2.9637 2021-06-24 19:22:39,269 - mmaction - INFO - Epoch [123][680/1879] lr: 3.761e-02, eta: 2 days, 19:34:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7363, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.0692 2021-06-24 19:23:24,144 - mmaction - INFO - Epoch [123][700/1879] lr: 3.761e-02, eta: 2 days, 19:33:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1777, loss: 2.1777, grad_norm: 3.1269 2021-06-24 19:24:09,063 - mmaction - INFO - Epoch [123][720/1879] lr: 3.761e-02, eta: 2 days, 19:32:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7305, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.0360 2021-06-24 19:24:53,857 - mmaction - INFO - Epoch [123][740/1879] lr: 3.761e-02, eta: 2 days, 19:31:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7430, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.0526 2021-06-24 19:25:38,801 - mmaction - INFO - Epoch [123][760/1879] lr: 3.761e-02, eta: 2 days, 19:31:07, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0719, loss: 2.0719, grad_norm: 2.9469 2021-06-24 19:26:23,627 - mmaction - INFO - Epoch [123][780/1879] lr: 3.761e-02, eta: 2 days, 19:30:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.0573 2021-06-24 19:27:08,369 - mmaction - INFO - Epoch [123][800/1879] lr: 3.761e-02, eta: 2 days, 19:29:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7449, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.0173 2021-06-24 19:27:53,283 - mmaction - INFO - Epoch [123][820/1879] lr: 3.761e-02, eta: 2 days, 19:28:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.0207 2021-06-24 19:28:38,094 - mmaction - INFO - Epoch [123][840/1879] lr: 3.761e-02, eta: 2 days, 19:28:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7469, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.9951 2021-06-24 19:29:22,797 - mmaction - INFO - Epoch [123][860/1879] lr: 3.761e-02, eta: 2 days, 19:27:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.0131 2021-06-24 19:30:07,712 - mmaction - INFO - Epoch [123][880/1879] lr: 3.761e-02, eta: 2 days, 19:26:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7512, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.9413 2021-06-24 19:30:52,578 - mmaction - INFO - Epoch [123][900/1879] lr: 3.761e-02, eta: 2 days, 19:25:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1637, loss: 2.1637, grad_norm: 2.9802 2021-06-24 19:31:37,359 - mmaction - INFO - Epoch [123][920/1879] lr: 3.761e-02, eta: 2 days, 19:25:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7301, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.1126 2021-06-24 19:32:22,354 - mmaction - INFO - Epoch [123][940/1879] lr: 3.761e-02, eta: 2 days, 19:24:23, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7355, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.9376 2021-06-24 19:33:07,140 - mmaction - INFO - Epoch [123][960/1879] lr: 3.761e-02, eta: 2 days, 19:23:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7461, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.9847 2021-06-24 19:33:51,978 - mmaction - INFO - Epoch [123][980/1879] lr: 3.761e-02, eta: 2 days, 19:22:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7473, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.9600 2021-06-24 19:34:36,920 - mmaction - INFO - Epoch [123][1000/1879] lr: 3.761e-02, eta: 2 days, 19:22:08, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7457, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.0714 2021-06-24 19:35:21,721 - mmaction - INFO - Epoch [123][1020/1879] lr: 3.761e-02, eta: 2 days, 19:21:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7355, loss_cls: 2.2109, loss: 2.2109, grad_norm: 2.9592 2021-06-24 19:36:06,562 - mmaction - INFO - Epoch [123][1040/1879] lr: 3.761e-02, eta: 2 days, 19:20:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7430, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.9819 2021-06-24 19:36:51,339 - mmaction - INFO - Epoch [123][1060/1879] lr: 3.761e-02, eta: 2 days, 19:19:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.0124 2021-06-24 19:37:36,073 - mmaction - INFO - Epoch [123][1080/1879] lr: 3.761e-02, eta: 2 days, 19:19:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4855, top5_acc: 0.7316, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.0335 2021-06-24 19:38:20,916 - mmaction - INFO - Epoch [123][1100/1879] lr: 3.761e-02, eta: 2 days, 19:18:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7512, loss_cls: 2.1192, loss: 2.1192, grad_norm: 2.9708 2021-06-24 19:39:05,733 - mmaction - INFO - Epoch [123][1120/1879] lr: 3.761e-02, eta: 2 days, 19:17:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7449, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.9414 2021-06-24 19:39:50,512 - mmaction - INFO - Epoch [123][1140/1879] lr: 3.761e-02, eta: 2 days, 19:16:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4844, top5_acc: 0.7387, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.1560 2021-06-24 19:40:35,353 - mmaction - INFO - Epoch [123][1160/1879] lr: 3.761e-02, eta: 2 days, 19:16:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.9713 2021-06-24 19:41:20,161 - mmaction - INFO - Epoch [123][1180/1879] lr: 3.761e-02, eta: 2 days, 19:15:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7547, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.9107 2021-06-24 19:42:04,933 - mmaction - INFO - Epoch [123][1200/1879] lr: 3.761e-02, eta: 2 days, 19:14:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7340, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.0880 2021-06-24 19:42:49,825 - mmaction - INFO - Epoch [123][1220/1879] lr: 3.761e-02, eta: 2 days, 19:13:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7441, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.0646 2021-06-24 19:43:34,594 - mmaction - INFO - Epoch [123][1240/1879] lr: 3.761e-02, eta: 2 days, 19:13:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7375, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.0622 2021-06-24 19:44:19,445 - mmaction - INFO - Epoch [123][1260/1879] lr: 3.761e-02, eta: 2 days, 19:12:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7535, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.9648 2021-06-24 19:45:04,212 - mmaction - INFO - Epoch [123][1280/1879] lr: 3.761e-02, eta: 2 days, 19:11:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7363, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.1033 2021-06-24 19:45:48,869 - mmaction - INFO - Epoch [123][1300/1879] lr: 3.761e-02, eta: 2 days, 19:10:53, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4875, top5_acc: 0.7363, loss_cls: 2.2129, loss: 2.2129, grad_norm: 3.1449 2021-06-24 19:46:33,693 - mmaction - INFO - Epoch [123][1320/1879] lr: 3.761e-02, eta: 2 days, 19:10:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7438, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.0110 2021-06-24 19:47:18,547 - mmaction - INFO - Epoch [123][1340/1879] lr: 3.761e-02, eta: 2 days, 19:09:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2477, loss: 2.2477, grad_norm: 3.0338 2021-06-24 19:48:03,206 - mmaction - INFO - Epoch [123][1360/1879] lr: 3.761e-02, eta: 2 days, 19:08:38, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4930, top5_acc: 0.7355, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.0000 2021-06-24 19:48:47,917 - mmaction - INFO - Epoch [123][1380/1879] lr: 3.761e-02, eta: 2 days, 19:07:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7508, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.0197 2021-06-24 19:49:32,771 - mmaction - INFO - Epoch [123][1400/1879] lr: 3.761e-02, eta: 2 days, 19:07:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.0563 2021-06-24 19:50:17,584 - mmaction - INFO - Epoch [123][1420/1879] lr: 3.761e-02, eta: 2 days, 19:06:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7344, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.9761 2021-06-24 19:51:02,426 - mmaction - INFO - Epoch [123][1440/1879] lr: 3.761e-02, eta: 2 days, 19:05:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7348, loss_cls: 2.1717, loss: 2.1717, grad_norm: 2.9736 2021-06-24 19:51:47,242 - mmaction - INFO - Epoch [123][1460/1879] lr: 3.761e-02, eta: 2 days, 19:04:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.9926 2021-06-24 19:52:31,964 - mmaction - INFO - Epoch [123][1480/1879] lr: 3.761e-02, eta: 2 days, 19:04:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1737, loss: 2.1737, grad_norm: 2.9852 2021-06-24 19:53:16,668 - mmaction - INFO - Epoch [123][1500/1879] lr: 3.761e-02, eta: 2 days, 19:03:23, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.0147 2021-06-24 19:54:01,408 - mmaction - INFO - Epoch [123][1520/1879] lr: 3.761e-02, eta: 2 days, 19:02:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7328, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.0078 2021-06-24 19:54:46,191 - mmaction - INFO - Epoch [123][1540/1879] lr: 3.761e-02, eta: 2 days, 19:01:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.9642 2021-06-24 19:55:31,092 - mmaction - INFO - Epoch [123][1560/1879] lr: 3.761e-02, eta: 2 days, 19:01:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7477, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.9805 2021-06-24 19:56:15,940 - mmaction - INFO - Epoch [123][1580/1879] lr: 3.761e-02, eta: 2 days, 19:00:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7496, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.0503 2021-06-24 19:57:00,710 - mmaction - INFO - Epoch [123][1600/1879] lr: 3.761e-02, eta: 2 days, 18:59:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7445, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.0180 2021-06-24 19:57:45,538 - mmaction - INFO - Epoch [123][1620/1879] lr: 3.761e-02, eta: 2 days, 18:58:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7418, loss_cls: 2.1605, loss: 2.1605, grad_norm: 2.9722 2021-06-24 19:58:30,512 - mmaction - INFO - Epoch [123][1640/1879] lr: 3.761e-02, eta: 2 days, 18:58:08, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7227, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.9631 2021-06-24 19:59:15,374 - mmaction - INFO - Epoch [123][1660/1879] lr: 3.761e-02, eta: 2 days, 18:57:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7344, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.0461 2021-06-24 20:00:00,133 - mmaction - INFO - Epoch [123][1680/1879] lr: 3.761e-02, eta: 2 days, 18:56:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7344, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.9976 2021-06-24 20:00:45,024 - mmaction - INFO - Epoch [123][1700/1879] lr: 3.761e-02, eta: 2 days, 18:55:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4711, top5_acc: 0.7223, loss_cls: 2.2681, loss: 2.2681, grad_norm: 3.0714 2021-06-24 20:01:29,806 - mmaction - INFO - Epoch [123][1720/1879] lr: 3.761e-02, eta: 2 days, 18:55:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7441, loss_cls: 2.1353, loss: 2.1353, grad_norm: 2.9972 2021-06-24 20:02:14,558 - mmaction - INFO - Epoch [123][1740/1879] lr: 3.761e-02, eta: 2 days, 18:54:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7449, loss_cls: 2.1211, loss: 2.1211, grad_norm: 3.0523 2021-06-24 20:02:59,374 - mmaction - INFO - Epoch [123][1760/1879] lr: 3.761e-02, eta: 2 days, 18:53:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7367, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.0969 2021-06-24 20:03:44,226 - mmaction - INFO - Epoch [123][1780/1879] lr: 3.761e-02, eta: 2 days, 18:52:54, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7488, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.0085 2021-06-24 20:04:28,963 - mmaction - INFO - Epoch [123][1800/1879] lr: 3.761e-02, eta: 2 days, 18:52:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7363, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.0042 2021-06-24 20:05:13,943 - mmaction - INFO - Epoch [123][1820/1879] lr: 3.761e-02, eta: 2 days, 18:51:24, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7496, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.0367 2021-06-24 20:05:58,696 - mmaction - INFO - Epoch [123][1840/1879] lr: 3.761e-02, eta: 2 days, 18:50:39, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.0567 2021-06-24 20:06:43,502 - mmaction - INFO - Epoch [123][1860/1879] lr: 3.761e-02, eta: 2 days, 18:49:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7352, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.1024 2021-06-24 20:07:26,511 - mmaction - INFO - Saving checkpoint at 123 epochs 2021-06-24 20:08:58,814 - mmaction - INFO - Epoch [124][20/1879] lr: 3.643e-02, eta: 2 days, 18:48:28, time: 4.598, data_time: 2.305, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7359, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.0455 2021-06-24 20:09:43,723 - mmaction - INFO - Epoch [124][40/1879] lr: 3.643e-02, eta: 2 days, 18:47:43, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7508, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.9749 2021-06-24 20:10:28,666 - mmaction - INFO - Epoch [124][60/1879] lr: 3.643e-02, eta: 2 days, 18:46:58, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.9828 2021-06-24 20:11:13,711 - mmaction - INFO - Epoch [124][80/1879] lr: 3.643e-02, eta: 2 days, 18:46:14, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7469, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.0355 2021-06-24 20:11:58,681 - mmaction - INFO - Epoch [124][100/1879] lr: 3.643e-02, eta: 2 days, 18:45:29, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7609, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.9172 2021-06-24 20:12:43,567 - mmaction - INFO - Epoch [124][120/1879] lr: 3.643e-02, eta: 2 days, 18:44:44, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7469, loss_cls: 2.0632, loss: 2.0632, grad_norm: 3.0125 2021-06-24 20:13:28,548 - mmaction - INFO - Epoch [124][140/1879] lr: 3.643e-02, eta: 2 days, 18:43:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0752, loss: 2.0752, grad_norm: 3.1280 2021-06-24 20:14:13,463 - mmaction - INFO - Epoch [124][160/1879] lr: 3.643e-02, eta: 2 days, 18:43:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7367, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.0988 2021-06-24 20:14:58,376 - mmaction - INFO - Epoch [124][180/1879] lr: 3.643e-02, eta: 2 days, 18:42:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.4949, top5_acc: 0.7363, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.0235 2021-06-24 20:15:43,290 - mmaction - INFO - Epoch [124][200/1879] lr: 3.643e-02, eta: 2 days, 18:41:44, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7348, loss_cls: 2.2212, loss: 2.2212, grad_norm: 2.9925 2021-06-24 20:16:28,138 - mmaction - INFO - Epoch [124][220/1879] lr: 3.643e-02, eta: 2 days, 18:40:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7441, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.9028 2021-06-24 20:17:12,936 - mmaction - INFO - Epoch [124][240/1879] lr: 3.643e-02, eta: 2 days, 18:40:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1097, loss: 2.1097, grad_norm: 2.9887 2021-06-24 20:17:57,829 - mmaction - INFO - Epoch [124][260/1879] lr: 3.643e-02, eta: 2 days, 18:39:29, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7375, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.0867 2021-06-24 20:18:42,637 - mmaction - INFO - Epoch [124][280/1879] lr: 3.643e-02, eta: 2 days, 18:38:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7496, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.0423 2021-06-24 20:19:27,533 - mmaction - INFO - Epoch [124][300/1879] lr: 3.643e-02, eta: 2 days, 18:37:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.0404 2021-06-24 20:20:12,407 - mmaction - INFO - Epoch [124][320/1879] lr: 3.643e-02, eta: 2 days, 18:37:14, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1136, loss: 2.1136, grad_norm: 3.1180 2021-06-24 20:20:57,323 - mmaction - INFO - Epoch [124][340/1879] lr: 3.643e-02, eta: 2 days, 18:36:29, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7422, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.0469 2021-06-24 20:21:42,233 - mmaction - INFO - Epoch [124][360/1879] lr: 3.643e-02, eta: 2 days, 18:35:45, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7402, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.0095 2021-06-24 20:22:27,087 - mmaction - INFO - Epoch [124][380/1879] lr: 3.643e-02, eta: 2 days, 18:35:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7570, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.9968 2021-06-24 20:23:11,983 - mmaction - INFO - Epoch [124][400/1879] lr: 3.643e-02, eta: 2 days, 18:34:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4746, top5_acc: 0.7148, loss_cls: 2.2365, loss: 2.2365, grad_norm: 2.9850 2021-06-24 20:23:56,806 - mmaction - INFO - Epoch [124][420/1879] lr: 3.643e-02, eta: 2 days, 18:33:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7363, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.9941 2021-06-24 20:24:41,689 - mmaction - INFO - Epoch [124][440/1879] lr: 3.643e-02, eta: 2 days, 18:32:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0636, loss: 2.0636, grad_norm: 3.0803 2021-06-24 20:25:26,398 - mmaction - INFO - Epoch [124][460/1879] lr: 3.643e-02, eta: 2 days, 18:32:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.9782 2021-06-24 20:26:11,141 - mmaction - INFO - Epoch [124][480/1879] lr: 3.643e-02, eta: 2 days, 18:31:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.9776 2021-06-24 20:26:55,990 - mmaction - INFO - Epoch [124][500/1879] lr: 3.643e-02, eta: 2 days, 18:30:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7465, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.0596 2021-06-24 20:27:40,815 - mmaction - INFO - Epoch [124][520/1879] lr: 3.643e-02, eta: 2 days, 18:29:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7543, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.0872 2021-06-24 20:28:25,666 - mmaction - INFO - Epoch [124][540/1879] lr: 3.643e-02, eta: 2 days, 18:29:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7430, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.9702 2021-06-24 20:29:10,474 - mmaction - INFO - Epoch [124][560/1879] lr: 3.643e-02, eta: 2 days, 18:28:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4914, top5_acc: 0.7402, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.0764 2021-06-24 20:29:55,122 - mmaction - INFO - Epoch [124][580/1879] lr: 3.643e-02, eta: 2 days, 18:27:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7645, loss_cls: 2.0438, loss: 2.0438, grad_norm: 3.0114 2021-06-24 20:30:40,015 - mmaction - INFO - Epoch [124][600/1879] lr: 3.643e-02, eta: 2 days, 18:26:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7504, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.0411 2021-06-24 20:31:24,905 - mmaction - INFO - Epoch [124][620/1879] lr: 3.643e-02, eta: 2 days, 18:26:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7691, loss_cls: 2.0357, loss: 2.0357, grad_norm: 3.0304 2021-06-24 20:32:09,682 - mmaction - INFO - Epoch [124][640/1879] lr: 3.643e-02, eta: 2 days, 18:25:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7496, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.0022 2021-06-24 20:32:54,560 - mmaction - INFO - Epoch [124][660/1879] lr: 3.643e-02, eta: 2 days, 18:24:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.9780 2021-06-24 20:33:39,460 - mmaction - INFO - Epoch [124][680/1879] lr: 3.643e-02, eta: 2 days, 18:23:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7516, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.0550 2021-06-24 20:34:24,205 - mmaction - INFO - Epoch [124][700/1879] lr: 3.643e-02, eta: 2 days, 18:23:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7375, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.0521 2021-06-24 20:35:08,928 - mmaction - INFO - Epoch [124][720/1879] lr: 3.643e-02, eta: 2 days, 18:22:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4816, top5_acc: 0.7383, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.0870 2021-06-24 20:35:53,729 - mmaction - INFO - Epoch [124][740/1879] lr: 3.643e-02, eta: 2 days, 18:21:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7586, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.0588 2021-06-24 20:36:38,559 - mmaction - INFO - Epoch [124][760/1879] lr: 3.643e-02, eta: 2 days, 18:20:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4871, top5_acc: 0.7234, loss_cls: 2.2847, loss: 2.2847, grad_norm: 3.0476 2021-06-24 20:37:23,281 - mmaction - INFO - Epoch [124][780/1879] lr: 3.643e-02, eta: 2 days, 18:20:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7434, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.0627 2021-06-24 20:38:08,162 - mmaction - INFO - Epoch [124][800/1879] lr: 3.643e-02, eta: 2 days, 18:19:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7418, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.0891 2021-06-24 20:38:52,993 - mmaction - INFO - Epoch [124][820/1879] lr: 3.643e-02, eta: 2 days, 18:18:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.0288 2021-06-24 20:39:37,762 - mmaction - INFO - Epoch [124][840/1879] lr: 3.643e-02, eta: 2 days, 18:17:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.0557 2021-06-24 20:40:22,596 - mmaction - INFO - Epoch [124][860/1879] lr: 3.643e-02, eta: 2 days, 18:17:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4832, top5_acc: 0.7355, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.1282 2021-06-24 20:41:07,501 - mmaction - INFO - Epoch [124][880/1879] lr: 3.643e-02, eta: 2 days, 18:16:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.1122 2021-06-24 20:41:52,238 - mmaction - INFO - Epoch [124][900/1879] lr: 3.643e-02, eta: 2 days, 18:15:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7242, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.9964 2021-06-24 20:42:37,111 - mmaction - INFO - Epoch [124][920/1879] lr: 3.643e-02, eta: 2 days, 18:14:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7449, loss_cls: 2.1267, loss: 2.1267, grad_norm: 3.0698 2021-06-24 20:43:21,842 - mmaction - INFO - Epoch [124][940/1879] lr: 3.643e-02, eta: 2 days, 18:14:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7484, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.0428 2021-06-24 20:44:06,721 - mmaction - INFO - Epoch [124][960/1879] lr: 3.643e-02, eta: 2 days, 18:13:16, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7387, loss_cls: 2.1620, loss: 2.1620, grad_norm: 3.0493 2021-06-24 20:44:51,449 - mmaction - INFO - Epoch [124][980/1879] lr: 3.643e-02, eta: 2 days, 18:12:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7441, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.0334 2021-06-24 20:45:36,046 - mmaction - INFO - Epoch [124][1000/1879] lr: 3.643e-02, eta: 2 days, 18:11:45, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7574, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.0293 2021-06-24 20:46:20,718 - mmaction - INFO - Epoch [124][1020/1879] lr: 3.643e-02, eta: 2 days, 18:11:00, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7344, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.0008 2021-06-24 20:47:05,435 - mmaction - INFO - Epoch [124][1040/1879] lr: 3.643e-02, eta: 2 days, 18:10:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7473, loss_cls: 2.0800, loss: 2.0800, grad_norm: 3.0536 2021-06-24 20:47:50,285 - mmaction - INFO - Epoch [124][1060/1879] lr: 3.643e-02, eta: 2 days, 18:09:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.0776 2021-06-24 20:48:34,983 - mmaction - INFO - Epoch [124][1080/1879] lr: 3.643e-02, eta: 2 days, 18:08:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7496, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.0110 2021-06-24 20:49:19,810 - mmaction - INFO - Epoch [124][1100/1879] lr: 3.643e-02, eta: 2 days, 18:08:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7512, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.0085 2021-06-24 20:50:04,569 - mmaction - INFO - Epoch [124][1120/1879] lr: 3.643e-02, eta: 2 days, 18:07:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7559, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.0231 2021-06-24 20:50:49,220 - mmaction - INFO - Epoch [124][1140/1879] lr: 3.643e-02, eta: 2 days, 18:06:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7434, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.0019 2021-06-24 20:51:34,027 - mmaction - INFO - Epoch [124][1160/1879] lr: 3.643e-02, eta: 2 days, 18:05:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7297, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.0094 2021-06-24 20:52:18,756 - mmaction - INFO - Epoch [124][1180/1879] lr: 3.643e-02, eta: 2 days, 18:05:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1310, loss: 2.1310, grad_norm: 2.9698 2021-06-24 20:53:03,612 - mmaction - INFO - Epoch [124][1200/1879] lr: 3.643e-02, eta: 2 days, 18:04:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.1246 2021-06-24 20:53:48,465 - mmaction - INFO - Epoch [124][1220/1879] lr: 3.643e-02, eta: 2 days, 18:03:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.0129 2021-06-24 20:54:33,247 - mmaction - INFO - Epoch [124][1240/1879] lr: 3.643e-02, eta: 2 days, 18:02:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7363, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.0230 2021-06-24 20:55:18,099 - mmaction - INFO - Epoch [124][1260/1879] lr: 3.643e-02, eta: 2 days, 18:02:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7492, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.9909 2021-06-24 20:56:02,871 - mmaction - INFO - Epoch [124][1280/1879] lr: 3.643e-02, eta: 2 days, 18:01:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7477, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.9904 2021-06-24 20:56:47,717 - mmaction - INFO - Epoch [124][1300/1879] lr: 3.643e-02, eta: 2 days, 18:00:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7598, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.0731 2021-06-24 20:57:32,541 - mmaction - INFO - Epoch [124][1320/1879] lr: 3.643e-02, eta: 2 days, 17:59:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4918, top5_acc: 0.7328, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.0634 2021-06-24 20:58:17,394 - mmaction - INFO - Epoch [124][1340/1879] lr: 3.643e-02, eta: 2 days, 17:59:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4848, top5_acc: 0.7398, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.0184 2021-06-24 20:59:02,241 - mmaction - INFO - Epoch [124][1360/1879] lr: 3.643e-02, eta: 2 days, 17:58:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7352, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.9692 2021-06-24 20:59:46,996 - mmaction - INFO - Epoch [124][1380/1879] lr: 3.643e-02, eta: 2 days, 17:57:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2020, loss: 2.2020, grad_norm: 2.9951 2021-06-24 21:00:31,613 - mmaction - INFO - Epoch [124][1400/1879] lr: 3.643e-02, eta: 2 days, 17:56:46, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.9633 2021-06-24 21:01:16,351 - mmaction - INFO - Epoch [124][1420/1879] lr: 3.643e-02, eta: 2 days, 17:56:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7484, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.0274 2021-06-24 21:02:01,275 - mmaction - INFO - Epoch [124][1440/1879] lr: 3.643e-02, eta: 2 days, 17:55:16, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7590, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.0049 2021-06-24 21:02:46,056 - mmaction - INFO - Epoch [124][1460/1879] lr: 3.643e-02, eta: 2 days, 17:54:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4957, top5_acc: 0.7250, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.0741 2021-06-24 21:03:30,700 - mmaction - INFO - Epoch [124][1480/1879] lr: 3.643e-02, eta: 2 days, 17:53:46, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.1030 2021-06-24 21:04:15,517 - mmaction - INFO - Epoch [124][1500/1879] lr: 3.643e-02, eta: 2 days, 17:53:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.1085 2021-06-24 21:05:00,365 - mmaction - INFO - Epoch [124][1520/1879] lr: 3.643e-02, eta: 2 days, 17:52:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.0837 2021-06-24 21:05:45,116 - mmaction - INFO - Epoch [124][1540/1879] lr: 3.643e-02, eta: 2 days, 17:51:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7168, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.1909 2021-06-24 21:06:29,937 - mmaction - INFO - Epoch [124][1560/1879] lr: 3.643e-02, eta: 2 days, 17:50:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7375, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.0185 2021-06-24 21:07:14,794 - mmaction - INFO - Epoch [124][1580/1879] lr: 3.643e-02, eta: 2 days, 17:50:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.0868 2021-06-24 21:07:59,548 - mmaction - INFO - Epoch [124][1600/1879] lr: 3.643e-02, eta: 2 days, 17:49:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7402, loss_cls: 2.2005, loss: 2.2005, grad_norm: 2.9661 2021-06-24 21:08:44,281 - mmaction - INFO - Epoch [124][1620/1879] lr: 3.643e-02, eta: 2 days, 17:48:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7371, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.9921 2021-06-24 21:09:29,033 - mmaction - INFO - Epoch [124][1640/1879] lr: 3.643e-02, eta: 2 days, 17:47:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7621, loss_cls: 2.0959, loss: 2.0959, grad_norm: 2.9711 2021-06-24 21:10:13,816 - mmaction - INFO - Epoch [124][1660/1879] lr: 3.643e-02, eta: 2 days, 17:47:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.0014 2021-06-24 21:10:58,649 - mmaction - INFO - Epoch [124][1680/1879] lr: 3.643e-02, eta: 2 days, 17:46:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1417, loss: 2.1417, grad_norm: 2.9722 2021-06-24 21:11:43,481 - mmaction - INFO - Epoch [124][1700/1879] lr: 3.643e-02, eta: 2 days, 17:45:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4852, top5_acc: 0.7285, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.0952 2021-06-24 21:12:28,198 - mmaction - INFO - Epoch [124][1720/1879] lr: 3.643e-02, eta: 2 days, 17:44:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7473, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.0019 2021-06-24 21:13:12,890 - mmaction - INFO - Epoch [124][1740/1879] lr: 3.643e-02, eta: 2 days, 17:44:01, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.0401 2021-06-24 21:13:57,682 - mmaction - INFO - Epoch [124][1760/1879] lr: 3.643e-02, eta: 2 days, 17:43:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7434, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.0512 2021-06-24 21:14:42,483 - mmaction - INFO - Epoch [124][1780/1879] lr: 3.643e-02, eta: 2 days, 17:42:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7441, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.0484 2021-06-24 21:15:27,195 - mmaction - INFO - Epoch [124][1800/1879] lr: 3.643e-02, eta: 2 days, 17:41:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.1614 2021-06-24 21:16:11,944 - mmaction - INFO - Epoch [124][1820/1879] lr: 3.643e-02, eta: 2 days, 17:41:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7480, loss_cls: 2.1090, loss: 2.1090, grad_norm: 3.0869 2021-06-24 21:16:56,886 - mmaction - INFO - Epoch [124][1840/1879] lr: 3.643e-02, eta: 2 days, 17:40:16, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7398, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.0181 2021-06-24 21:17:41,686 - mmaction - INFO - Epoch [124][1860/1879] lr: 3.643e-02, eta: 2 days, 17:39:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7238, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.0138 2021-06-24 21:18:24,747 - mmaction - INFO - Saving checkpoint at 124 epochs 2021-06-24 21:19:56,552 - mmaction - INFO - Epoch [125][20/1879] lr: 3.526e-02, eta: 2 days, 17:38:05, time: 4.581, data_time: 2.313, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0612, loss: 2.0612, grad_norm: 3.0365 2021-06-24 21:20:41,428 - mmaction - INFO - Epoch [125][40/1879] lr: 3.526e-02, eta: 2 days, 17:37:20, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7582, loss_cls: 2.0644, loss: 2.0644, grad_norm: 3.0095 2021-06-24 21:21:26,511 - mmaction - INFO - Epoch [125][60/1879] lr: 3.526e-02, eta: 2 days, 17:36:36, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7605, loss_cls: 2.0759, loss: 2.0759, grad_norm: 3.0065 2021-06-24 21:22:11,460 - mmaction - INFO - Epoch [125][80/1879] lr: 3.526e-02, eta: 2 days, 17:35:51, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7590, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.0045 2021-06-24 21:22:56,392 - mmaction - INFO - Epoch [125][100/1879] lr: 3.526e-02, eta: 2 days, 17:35:06, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.0885 2021-06-24 21:23:41,297 - mmaction - INFO - Epoch [125][120/1879] lr: 3.526e-02, eta: 2 days, 17:34:21, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7637, loss_cls: 2.0602, loss: 2.0602, grad_norm: 3.0707 2021-06-24 21:24:26,345 - mmaction - INFO - Epoch [125][140/1879] lr: 3.526e-02, eta: 2 days, 17:33:36, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7543, loss_cls: 2.0727, loss: 2.0727, grad_norm: 3.0174 2021-06-24 21:25:11,321 - mmaction - INFO - Epoch [125][160/1879] lr: 3.526e-02, eta: 2 days, 17:32:51, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.0110 2021-06-24 21:25:56,247 - mmaction - INFO - Epoch [125][180/1879] lr: 3.526e-02, eta: 2 days, 17:32:06, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.0562 2021-06-24 21:26:40,977 - mmaction - INFO - Epoch [125][200/1879] lr: 3.526e-02, eta: 2 days, 17:31:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7457, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.1054 2021-06-24 21:27:25,774 - mmaction - INFO - Epoch [125][220/1879] lr: 3.526e-02, eta: 2 days, 17:30:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7742, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.9944 2021-06-24 21:28:10,610 - mmaction - INFO - Epoch [125][240/1879] lr: 3.526e-02, eta: 2 days, 17:29:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7684, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.9916 2021-06-24 21:28:55,526 - mmaction - INFO - Epoch [125][260/1879] lr: 3.526e-02, eta: 2 days, 17:29:06, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7629, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.1380 2021-06-24 21:29:40,649 - mmaction - INFO - Epoch [125][280/1879] lr: 3.526e-02, eta: 2 days, 17:28:22, time: 2.256, data_time: 0.000, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.0972 2021-06-24 21:30:25,698 - mmaction - INFO - Epoch [125][300/1879] lr: 3.526e-02, eta: 2 days, 17:27:37, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7410, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.1528 2021-06-24 21:31:10,648 - mmaction - INFO - Epoch [125][320/1879] lr: 3.526e-02, eta: 2 days, 17:26:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7410, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.0461 2021-06-24 21:31:55,568 - mmaction - INFO - Epoch [125][340/1879] lr: 3.526e-02, eta: 2 days, 17:26:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.0739 2021-06-24 21:32:40,355 - mmaction - INFO - Epoch [125][360/1879] lr: 3.526e-02, eta: 2 days, 17:25:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.0948 2021-06-24 21:33:25,215 - mmaction - INFO - Epoch [125][380/1879] lr: 3.526e-02, eta: 2 days, 17:24:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.0862 2021-06-24 21:34:09,919 - mmaction - INFO - Epoch [125][400/1879] lr: 3.526e-02, eta: 2 days, 17:23:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7559, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.0751 2021-06-24 21:34:54,894 - mmaction - INFO - Epoch [125][420/1879] lr: 3.526e-02, eta: 2 days, 17:23:07, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7578, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.1131 2021-06-24 21:35:39,671 - mmaction - INFO - Epoch [125][440/1879] lr: 3.526e-02, eta: 2 days, 17:22:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7629, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.1578 2021-06-24 21:36:24,615 - mmaction - INFO - Epoch [125][460/1879] lr: 3.526e-02, eta: 2 days, 17:21:37, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7523, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.0466 2021-06-24 21:37:09,330 - mmaction - INFO - Epoch [125][480/1879] lr: 3.526e-02, eta: 2 days, 17:20:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7566, loss_cls: 2.1043, loss: 2.1043, grad_norm: 3.1129 2021-06-24 21:37:54,097 - mmaction - INFO - Epoch [125][500/1879] lr: 3.526e-02, eta: 2 days, 17:20:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7562, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.1200 2021-06-24 21:38:38,887 - mmaction - INFO - Epoch [125][520/1879] lr: 3.526e-02, eta: 2 days, 17:19:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.1783 2021-06-24 21:39:23,679 - mmaction - INFO - Epoch [125][540/1879] lr: 3.526e-02, eta: 2 days, 17:18:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7402, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.1675 2021-06-24 21:40:08,517 - mmaction - INFO - Epoch [125][560/1879] lr: 3.526e-02, eta: 2 days, 17:17:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7488, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.1119 2021-06-24 21:40:53,364 - mmaction - INFO - Epoch [125][580/1879] lr: 3.526e-02, eta: 2 days, 17:17:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7547, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.1411 2021-06-24 21:41:38,190 - mmaction - INFO - Epoch [125][600/1879] lr: 3.526e-02, eta: 2 days, 17:16:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7430, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.1051 2021-06-24 21:42:22,849 - mmaction - INFO - Epoch [125][620/1879] lr: 3.526e-02, eta: 2 days, 17:15:37, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7449, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.1266 2021-06-24 21:43:07,582 - mmaction - INFO - Epoch [125][640/1879] lr: 3.526e-02, eta: 2 days, 17:14:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7496, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.1038 2021-06-24 21:43:52,210 - mmaction - INFO - Epoch [125][660/1879] lr: 3.526e-02, eta: 2 days, 17:14:07, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7434, loss_cls: 2.1498, loss: 2.1498, grad_norm: 3.0981 2021-06-24 21:44:36,967 - mmaction - INFO - Epoch [125][680/1879] lr: 3.526e-02, eta: 2 days, 17:13:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7434, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.0924 2021-06-24 21:45:21,771 - mmaction - INFO - Epoch [125][700/1879] lr: 3.526e-02, eta: 2 days, 17:12:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7473, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.9837 2021-06-24 21:46:06,551 - mmaction - INFO - Epoch [125][720/1879] lr: 3.526e-02, eta: 2 days, 17:11:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7379, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.0699 2021-06-24 21:46:51,245 - mmaction - INFO - Epoch [125][740/1879] lr: 3.526e-02, eta: 2 days, 17:11:07, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7527, loss_cls: 2.0616, loss: 2.0616, grad_norm: 3.0151 2021-06-24 21:47:36,013 - mmaction - INFO - Epoch [125][760/1879] lr: 3.526e-02, eta: 2 days, 17:10:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1406, loss: 2.1406, grad_norm: 3.1174 2021-06-24 21:48:20,972 - mmaction - INFO - Epoch [125][780/1879] lr: 3.526e-02, eta: 2 days, 17:09:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7484, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.1324 2021-06-24 21:49:05,776 - mmaction - INFO - Epoch [125][800/1879] lr: 3.526e-02, eta: 2 days, 17:08:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7461, loss_cls: 2.1026, loss: 2.1026, grad_norm: 3.0738 2021-06-24 21:49:50,687 - mmaction - INFO - Epoch [125][820/1879] lr: 3.526e-02, eta: 2 days, 17:08:07, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7477, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.0099 2021-06-24 21:50:35,451 - mmaction - INFO - Epoch [125][840/1879] lr: 3.526e-02, eta: 2 days, 17:07:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7551, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.0218 2021-06-24 21:51:20,226 - mmaction - INFO - Epoch [125][860/1879] lr: 3.526e-02, eta: 2 days, 17:06:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.0659 2021-06-24 21:52:05,020 - mmaction - INFO - Epoch [125][880/1879] lr: 3.526e-02, eta: 2 days, 17:05:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.0862 2021-06-24 21:52:49,809 - mmaction - INFO - Epoch [125][900/1879] lr: 3.526e-02, eta: 2 days, 17:05:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7523, loss_cls: 2.1055, loss: 2.1055, grad_norm: 3.0818 2021-06-24 21:53:34,646 - mmaction - INFO - Epoch [125][920/1879] lr: 3.526e-02, eta: 2 days, 17:04:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1036, loss: 2.1036, grad_norm: 3.0936 2021-06-24 21:54:19,389 - mmaction - INFO - Epoch [125][940/1879] lr: 3.526e-02, eta: 2 days, 17:03:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4859, top5_acc: 0.7246, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.1929 2021-06-24 21:55:04,179 - mmaction - INFO - Epoch [125][960/1879] lr: 3.526e-02, eta: 2 days, 17:02:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.0970 2021-06-24 21:55:48,974 - mmaction - INFO - Epoch [125][980/1879] lr: 3.526e-02, eta: 2 days, 17:02:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0649, loss: 2.0649, grad_norm: 3.0904 2021-06-24 21:56:33,910 - mmaction - INFO - Epoch [125][1000/1879] lr: 3.526e-02, eta: 2 days, 17:01:23, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7430, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.1487 2021-06-24 21:57:18,565 - mmaction - INFO - Epoch [125][1020/1879] lr: 3.526e-02, eta: 2 days, 17:00:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7477, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.0489 2021-06-24 21:58:03,183 - mmaction - INFO - Epoch [125][1040/1879] lr: 3.526e-02, eta: 2 days, 16:59:53, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.0281 2021-06-24 21:58:48,143 - mmaction - INFO - Epoch [125][1060/1879] lr: 3.526e-02, eta: 2 days, 16:59:08, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.1167 2021-06-24 21:59:33,066 - mmaction - INFO - Epoch [125][1080/1879] lr: 3.526e-02, eta: 2 days, 16:58:23, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.0038 2021-06-24 22:00:17,916 - mmaction - INFO - Epoch [125][1100/1879] lr: 3.526e-02, eta: 2 days, 16:57:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.0344 2021-06-24 22:01:02,623 - mmaction - INFO - Epoch [125][1120/1879] lr: 3.526e-02, eta: 2 days, 16:56:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7371, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.0553 2021-06-24 22:01:47,450 - mmaction - INFO - Epoch [125][1140/1879] lr: 3.526e-02, eta: 2 days, 16:56:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4770, top5_acc: 0.7320, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.1779 2021-06-24 22:02:32,181 - mmaction - INFO - Epoch [125][1160/1879] lr: 3.526e-02, eta: 2 days, 16:55:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7426, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.9597 2021-06-24 22:03:17,171 - mmaction - INFO - Epoch [125][1180/1879] lr: 3.526e-02, eta: 2 days, 16:54:38, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.0671 2021-06-24 22:04:01,942 - mmaction - INFO - Epoch [125][1200/1879] lr: 3.526e-02, eta: 2 days, 16:53:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7352, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.1026 2021-06-24 22:04:46,739 - mmaction - INFO - Epoch [125][1220/1879] lr: 3.526e-02, eta: 2 days, 16:53:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7363, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.0129 2021-06-24 22:05:31,558 - mmaction - INFO - Epoch [125][1240/1879] lr: 3.526e-02, eta: 2 days, 16:52:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7445, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.0511 2021-06-24 22:06:16,356 - mmaction - INFO - Epoch [125][1260/1879] lr: 3.526e-02, eta: 2 days, 16:51:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.1445 2021-06-24 22:07:01,192 - mmaction - INFO - Epoch [125][1280/1879] lr: 3.526e-02, eta: 2 days, 16:50:53, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7449, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.0853 2021-06-24 22:07:45,911 - mmaction - INFO - Epoch [125][1300/1879] lr: 3.526e-02, eta: 2 days, 16:50:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7637, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.9891 2021-06-24 22:08:30,591 - mmaction - INFO - Epoch [125][1320/1879] lr: 3.526e-02, eta: 2 days, 16:49:23, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.0991 2021-06-24 22:09:15,381 - mmaction - INFO - Epoch [125][1340/1879] lr: 3.526e-02, eta: 2 days, 16:48:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7598, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.0193 2021-06-24 22:10:00,178 - mmaction - INFO - Epoch [125][1360/1879] lr: 3.526e-02, eta: 2 days, 16:47:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4910, top5_acc: 0.7328, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.0851 2021-06-24 22:10:44,928 - mmaction - INFO - Epoch [125][1380/1879] lr: 3.526e-02, eta: 2 days, 16:47:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7484, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.0254 2021-06-24 22:11:29,670 - mmaction - INFO - Epoch [125][1400/1879] lr: 3.526e-02, eta: 2 days, 16:46:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.1722 2021-06-24 22:12:14,460 - mmaction - INFO - Epoch [125][1420/1879] lr: 3.526e-02, eta: 2 days, 16:45:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7434, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.0794 2021-06-24 22:12:59,218 - mmaction - INFO - Epoch [125][1440/1879] lr: 3.526e-02, eta: 2 days, 16:44:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7527, loss_cls: 2.0824, loss: 2.0824, grad_norm: 3.0181 2021-06-24 22:13:44,083 - mmaction - INFO - Epoch [125][1460/1879] lr: 3.526e-02, eta: 2 days, 16:44:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7355, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.1435 2021-06-24 22:14:28,971 - mmaction - INFO - Epoch [125][1480/1879] lr: 3.526e-02, eta: 2 days, 16:43:23, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.1137 2021-06-24 22:15:13,641 - mmaction - INFO - Epoch [125][1500/1879] lr: 3.526e-02, eta: 2 days, 16:42:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7574, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.1583 2021-06-24 22:15:58,479 - mmaction - INFO - Epoch [125][1520/1879] lr: 3.526e-02, eta: 2 days, 16:41:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.1237 2021-06-24 22:16:43,281 - mmaction - INFO - Epoch [125][1540/1879] lr: 3.526e-02, eta: 2 days, 16:41:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7441, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.0180 2021-06-24 22:17:28,229 - mmaction - INFO - Epoch [125][1560/1879] lr: 3.526e-02, eta: 2 days, 16:40:23, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.4801, top5_acc: 0.7473, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.1437 2021-06-24 22:18:13,136 - mmaction - INFO - Epoch [125][1580/1879] lr: 3.526e-02, eta: 2 days, 16:39:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7410, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.0556 2021-06-24 22:18:57,977 - mmaction - INFO - Epoch [125][1600/1879] lr: 3.526e-02, eta: 2 days, 16:38:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7434, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.0919 2021-06-24 22:19:42,770 - mmaction - INFO - Epoch [125][1620/1879] lr: 3.526e-02, eta: 2 days, 16:38:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7527, loss_cls: 2.1205, loss: 2.1205, grad_norm: 3.1140 2021-06-24 22:20:27,506 - mmaction - INFO - Epoch [125][1640/1879] lr: 3.526e-02, eta: 2 days, 16:37:24, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7402, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.1234 2021-06-24 22:21:12,336 - mmaction - INFO - Epoch [125][1660/1879] lr: 3.526e-02, eta: 2 days, 16:36:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7535, loss_cls: 2.0968, loss: 2.0968, grad_norm: 3.0733 2021-06-24 22:21:57,178 - mmaction - INFO - Epoch [125][1680/1879] lr: 3.526e-02, eta: 2 days, 16:35:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7520, loss_cls: 2.1258, loss: 2.1258, grad_norm: 3.1689 2021-06-24 22:22:42,040 - mmaction - INFO - Epoch [125][1700/1879] lr: 3.526e-02, eta: 2 days, 16:35:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4887, top5_acc: 0.7371, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.0607 2021-06-24 22:23:26,756 - mmaction - INFO - Epoch [125][1720/1879] lr: 3.526e-02, eta: 2 days, 16:34:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7566, loss_cls: 2.0616, loss: 2.0616, grad_norm: 3.0557 2021-06-24 22:24:11,499 - mmaction - INFO - Epoch [125][1740/1879] lr: 3.526e-02, eta: 2 days, 16:33:39, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7469, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.0688 2021-06-24 22:24:56,241 - mmaction - INFO - Epoch [125][1760/1879] lr: 3.526e-02, eta: 2 days, 16:32:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7535, loss_cls: 2.0805, loss: 2.0805, grad_norm: 3.1123 2021-06-24 22:25:40,991 - mmaction - INFO - Epoch [125][1780/1879] lr: 3.526e-02, eta: 2 days, 16:32:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7598, loss_cls: 2.0698, loss: 2.0698, grad_norm: 3.0667 2021-06-24 22:26:25,764 - mmaction - INFO - Epoch [125][1800/1879] lr: 3.526e-02, eta: 2 days, 16:31:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.0659 2021-06-24 22:27:10,556 - mmaction - INFO - Epoch [125][1820/1879] lr: 3.526e-02, eta: 2 days, 16:30:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7344, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.0987 2021-06-24 22:27:55,377 - mmaction - INFO - Epoch [125][1840/1879] lr: 3.526e-02, eta: 2 days, 16:29:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.0495 2021-06-24 22:28:40,161 - mmaction - INFO - Epoch [125][1860/1879] lr: 3.526e-02, eta: 2 days, 16:29:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7395, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.0485 2021-06-24 22:29:23,440 - mmaction - INFO - Saving checkpoint at 125 epochs 2021-06-24 22:30:55,372 - mmaction - INFO - Epoch [126][20/1879] lr: 3.411e-02, eta: 2 days, 16:27:43, time: 4.552, data_time: 2.301, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7629, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.0389 2021-06-24 22:31:40,164 - mmaction - INFO - Epoch [126][40/1879] lr: 3.411e-02, eta: 2 days, 16:26:58, time: 2.244, data_time: 0.008, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7625, loss_cls: 2.0517, loss: 2.0517, grad_norm: 3.0416 2021-06-24 22:32:24,995 - mmaction - INFO - Epoch [126][60/1879] lr: 3.411e-02, eta: 2 days, 16:26:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7633, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.1113 2021-06-24 22:33:09,835 - mmaction - INFO - Epoch [126][80/1879] lr: 3.411e-02, eta: 2 days, 16:25:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0803, loss: 2.0803, grad_norm: 3.0363 2021-06-24 22:33:54,763 - mmaction - INFO - Epoch [126][100/1879] lr: 3.411e-02, eta: 2 days, 16:24:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1062, loss: 2.1062, grad_norm: 3.1211 2021-06-24 22:34:39,555 - mmaction - INFO - Epoch [126][120/1879] lr: 3.411e-02, eta: 2 days, 16:23:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7570, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.0449 2021-06-24 22:35:24,472 - mmaction - INFO - Epoch [126][140/1879] lr: 3.411e-02, eta: 2 days, 16:23:13, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.1311 2021-06-24 22:36:09,398 - mmaction - INFO - Epoch [126][160/1879] lr: 3.411e-02, eta: 2 days, 16:22:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7363, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.1397 2021-06-24 22:36:54,413 - mmaction - INFO - Epoch [126][180/1879] lr: 3.411e-02, eta: 2 days, 16:21:43, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7477, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.1515 2021-06-24 22:37:39,273 - mmaction - INFO - Epoch [126][200/1879] lr: 3.411e-02, eta: 2 days, 16:20:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7605, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.0440 2021-06-24 22:38:24,112 - mmaction - INFO - Epoch [126][220/1879] lr: 3.411e-02, eta: 2 days, 16:20:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7578, loss_cls: 2.0715, loss: 2.0715, grad_norm: 3.0740 2021-06-24 22:39:08,987 - mmaction - INFO - Epoch [126][240/1879] lr: 3.411e-02, eta: 2 days, 16:19:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7457, loss_cls: 2.1060, loss: 2.1060, grad_norm: 3.1429 2021-06-24 22:39:53,883 - mmaction - INFO - Epoch [126][260/1879] lr: 3.411e-02, eta: 2 days, 16:18:44, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0939, loss: 2.0939, grad_norm: 3.0324 2021-06-24 22:40:38,760 - mmaction - INFO - Epoch [126][280/1879] lr: 3.411e-02, eta: 2 days, 16:17:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7562, loss_cls: 2.1004, loss: 2.1004, grad_norm: 3.1655 2021-06-24 22:41:23,625 - mmaction - INFO - Epoch [126][300/1879] lr: 3.411e-02, eta: 2 days, 16:17:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7516, loss_cls: 2.0525, loss: 2.0525, grad_norm: 3.0240 2021-06-24 22:42:08,452 - mmaction - INFO - Epoch [126][320/1879] lr: 3.411e-02, eta: 2 days, 16:16:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.0949, loss: 2.0949, grad_norm: 3.1023 2021-06-24 22:42:53,334 - mmaction - INFO - Epoch [126][340/1879] lr: 3.411e-02, eta: 2 days, 16:15:44, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7426, loss_cls: 2.1060, loss: 2.1060, grad_norm: 3.0507 2021-06-24 22:43:38,045 - mmaction - INFO - Epoch [126][360/1879] lr: 3.411e-02, eta: 2 days, 16:14:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7484, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.0835 2021-06-24 22:44:23,053 - mmaction - INFO - Epoch [126][380/1879] lr: 3.411e-02, eta: 2 days, 16:14:14, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.0383 2021-06-24 22:45:07,796 - mmaction - INFO - Epoch [126][400/1879] lr: 3.411e-02, eta: 2 days, 16:13:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.0636 2021-06-24 22:45:52,684 - mmaction - INFO - Epoch [126][420/1879] lr: 3.411e-02, eta: 2 days, 16:12:44, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7406, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.0726 2021-06-24 22:46:37,433 - mmaction - INFO - Epoch [126][440/1879] lr: 3.411e-02, eta: 2 days, 16:11:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7418, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.0860 2021-06-24 22:47:22,267 - mmaction - INFO - Epoch [126][460/1879] lr: 3.411e-02, eta: 2 days, 16:11:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7543, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.9894 2021-06-24 22:48:07,201 - mmaction - INFO - Epoch [126][480/1879] lr: 3.411e-02, eta: 2 days, 16:10:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7516, loss_cls: 2.1085, loss: 2.1085, grad_norm: 3.0066 2021-06-24 22:48:51,876 - mmaction - INFO - Epoch [126][500/1879] lr: 3.411e-02, eta: 2 days, 16:09:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7500, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.1247 2021-06-24 22:49:36,849 - mmaction - INFO - Epoch [126][520/1879] lr: 3.411e-02, eta: 2 days, 16:08:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7613, loss_cls: 2.1205, loss: 2.1205, grad_norm: 3.3852 2021-06-24 22:50:21,632 - mmaction - INFO - Epoch [126][540/1879] lr: 3.411e-02, eta: 2 days, 16:08:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7512, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.1815 2021-06-24 22:51:06,339 - mmaction - INFO - Epoch [126][560/1879] lr: 3.411e-02, eta: 2 days, 16:07:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7539, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.1136 2021-06-24 22:51:51,384 - mmaction - INFO - Epoch [126][580/1879] lr: 3.411e-02, eta: 2 days, 16:06:44, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7410, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.0989 2021-06-24 22:52:36,179 - mmaction - INFO - Epoch [126][600/1879] lr: 3.411e-02, eta: 2 days, 16:05:59, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.1237 2021-06-24 22:53:20,972 - mmaction - INFO - Epoch [126][620/1879] lr: 3.411e-02, eta: 2 days, 16:05:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7465, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.1360 2021-06-24 22:54:06,292 - mmaction - INFO - Epoch [126][640/1879] lr: 3.411e-02, eta: 2 days, 16:04:30, time: 2.264, data_time: 0.000, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7629, loss_cls: 2.0335, loss: 2.0335, grad_norm: 3.0438 2021-06-24 22:54:51,133 - mmaction - INFO - Epoch [126][660/1879] lr: 3.411e-02, eta: 2 days, 16:03:45, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7504, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.0710 2021-06-24 22:55:35,951 - mmaction - INFO - Epoch [126][680/1879] lr: 3.411e-02, eta: 2 days, 16:03:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7473, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.1408 2021-06-24 22:56:20,674 - mmaction - INFO - Epoch [126][700/1879] lr: 3.411e-02, eta: 2 days, 16:02:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7660, loss_cls: 2.0456, loss: 2.0456, grad_norm: 3.0712 2021-06-24 22:57:05,558 - mmaction - INFO - Epoch [126][720/1879] lr: 3.411e-02, eta: 2 days, 16:01:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.4953, top5_acc: 0.7449, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.1661 2021-06-24 22:57:50,291 - mmaction - INFO - Epoch [126][740/1879] lr: 3.411e-02, eta: 2 days, 16:00:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.0809 2021-06-24 22:58:35,080 - mmaction - INFO - Epoch [126][760/1879] lr: 3.411e-02, eta: 2 days, 16:00:00, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4906, top5_acc: 0.7473, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.1766 2021-06-24 22:59:19,783 - mmaction - INFO - Epoch [126][780/1879] lr: 3.411e-02, eta: 2 days, 15:59:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7652, loss_cls: 2.0398, loss: 2.0398, grad_norm: 3.0157 2021-06-24 23:00:04,484 - mmaction - INFO - Epoch [126][800/1879] lr: 3.411e-02, eta: 2 days, 15:58:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 2.0667, loss: 2.0667, grad_norm: 3.0972 2021-06-24 23:00:49,162 - mmaction - INFO - Epoch [126][820/1879] lr: 3.411e-02, eta: 2 days, 15:57:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0805, loss: 2.0805, grad_norm: 3.0779 2021-06-24 23:01:33,998 - mmaction - INFO - Epoch [126][840/1879] lr: 3.411e-02, eta: 2 days, 15:57:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7375, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.1209 2021-06-24 23:02:18,841 - mmaction - INFO - Epoch [126][860/1879] lr: 3.411e-02, eta: 2 days, 15:56:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7656, loss_cls: 2.0141, loss: 2.0141, grad_norm: 3.1423 2021-06-24 23:03:03,637 - mmaction - INFO - Epoch [126][880/1879] lr: 3.411e-02, eta: 2 days, 15:55:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7488, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.1314 2021-06-24 23:03:48,422 - mmaction - INFO - Epoch [126][900/1879] lr: 3.411e-02, eta: 2 days, 15:54:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.1191 2021-06-24 23:04:33,292 - mmaction - INFO - Epoch [126][920/1879] lr: 3.411e-02, eta: 2 days, 15:54:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5016, top5_acc: 0.7574, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.1578 2021-06-24 23:05:18,003 - mmaction - INFO - Epoch [126][940/1879] lr: 3.411e-02, eta: 2 days, 15:53:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7527, loss_cls: 2.0408, loss: 2.0408, grad_norm: 3.1361 2021-06-24 23:06:02,848 - mmaction - INFO - Epoch [126][960/1879] lr: 3.411e-02, eta: 2 days, 15:52:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7395, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.1873 2021-06-24 23:06:47,670 - mmaction - INFO - Epoch [126][980/1879] lr: 3.411e-02, eta: 2 days, 15:51:45, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7469, loss_cls: 2.0809, loss: 2.0809, grad_norm: 3.0470 2021-06-24 23:07:32,375 - mmaction - INFO - Epoch [126][1000/1879] lr: 3.411e-02, eta: 2 days, 15:51:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.4883, top5_acc: 0.7387, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.1766 2021-06-24 23:08:17,197 - mmaction - INFO - Epoch [126][1020/1879] lr: 3.411e-02, eta: 2 days, 15:50:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7465, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.0682 2021-06-24 23:09:01,983 - mmaction - INFO - Epoch [126][1040/1879] lr: 3.411e-02, eta: 2 days, 15:49:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7547, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.0607 2021-06-24 23:09:46,721 - mmaction - INFO - Epoch [126][1060/1879] lr: 3.411e-02, eta: 2 days, 15:48:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7414, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.1108 2021-06-24 23:10:31,460 - mmaction - INFO - Epoch [126][1080/1879] lr: 3.411e-02, eta: 2 days, 15:48:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7508, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.0486 2021-06-24 23:11:16,259 - mmaction - INFO - Epoch [126][1100/1879] lr: 3.411e-02, eta: 2 days, 15:47:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7602, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.1092 2021-06-24 23:12:01,170 - mmaction - INFO - Epoch [126][1120/1879] lr: 3.411e-02, eta: 2 days, 15:46:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7418, loss_cls: 2.1150, loss: 2.1150, grad_norm: 3.0889 2021-06-24 23:12:46,003 - mmaction - INFO - Epoch [126][1140/1879] lr: 3.411e-02, eta: 2 days, 15:45:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7492, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.0891 2021-06-24 23:13:30,767 - mmaction - INFO - Epoch [126][1160/1879] lr: 3.411e-02, eta: 2 days, 15:45:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.1229 2021-06-24 23:14:15,593 - mmaction - INFO - Epoch [126][1180/1879] lr: 3.411e-02, eta: 2 days, 15:44:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.0527 2021-06-24 23:15:00,456 - mmaction - INFO - Epoch [126][1200/1879] lr: 3.411e-02, eta: 2 days, 15:43:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7531, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.9956 2021-06-24 23:15:45,191 - mmaction - INFO - Epoch [126][1220/1879] lr: 3.411e-02, eta: 2 days, 15:42:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7508, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.0056 2021-06-24 23:16:29,995 - mmaction - INFO - Epoch [126][1240/1879] lr: 3.411e-02, eta: 2 days, 15:42:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.1169 2021-06-24 23:17:14,959 - mmaction - INFO - Epoch [126][1260/1879] lr: 3.411e-02, eta: 2 days, 15:41:16, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7375, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.1748 2021-06-24 23:17:59,665 - mmaction - INFO - Epoch [126][1280/1879] lr: 3.411e-02, eta: 2 days, 15:40:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7473, loss_cls: 2.0880, loss: 2.0880, grad_norm: 3.0872 2021-06-24 23:18:44,523 - mmaction - INFO - Epoch [126][1300/1879] lr: 3.411e-02, eta: 2 days, 15:39:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7562, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.1909 2021-06-24 23:19:29,316 - mmaction - INFO - Epoch [126][1320/1879] lr: 3.411e-02, eta: 2 days, 15:39:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4895, top5_acc: 0.7320, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.1330 2021-06-24 23:20:13,977 - mmaction - INFO - Epoch [126][1340/1879] lr: 3.411e-02, eta: 2 days, 15:38:16, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.0912 2021-06-24 23:20:58,753 - mmaction - INFO - Epoch [126][1360/1879] lr: 3.411e-02, eta: 2 days, 15:37:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7406, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.1451 2021-06-24 23:21:43,512 - mmaction - INFO - Epoch [126][1380/1879] lr: 3.411e-02, eta: 2 days, 15:36:46, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7500, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.2322 2021-06-24 23:22:28,284 - mmaction - INFO - Epoch [126][1400/1879] lr: 3.411e-02, eta: 2 days, 15:36:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0162, loss: 2.0162, grad_norm: 3.1005 2021-06-24 23:23:13,065 - mmaction - INFO - Epoch [126][1420/1879] lr: 3.411e-02, eta: 2 days, 15:35:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7465, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.0887 2021-06-24 23:23:57,908 - mmaction - INFO - Epoch [126][1440/1879] lr: 3.411e-02, eta: 2 days, 15:34:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5027, top5_acc: 0.7391, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.1267 2021-06-24 23:24:42,663 - mmaction - INFO - Epoch [126][1460/1879] lr: 3.411e-02, eta: 2 days, 15:33:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7598, loss_cls: 2.0732, loss: 2.0732, grad_norm: 3.1148 2021-06-24 23:25:27,438 - mmaction - INFO - Epoch [126][1480/1879] lr: 3.411e-02, eta: 2 days, 15:33:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7605, loss_cls: 2.0466, loss: 2.0466, grad_norm: 3.0762 2021-06-24 23:26:12,169 - mmaction - INFO - Epoch [126][1500/1879] lr: 3.411e-02, eta: 2 days, 15:32:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1209, loss: 2.1209, grad_norm: 3.3929 2021-06-24 23:26:57,101 - mmaction - INFO - Epoch [126][1520/1879] lr: 3.411e-02, eta: 2 days, 15:31:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7438, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.2154 2021-06-24 23:27:41,955 - mmaction - INFO - Epoch [126][1540/1879] lr: 3.411e-02, eta: 2 days, 15:30:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.4965, top5_acc: 0.7434, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.0616 2021-06-24 23:28:26,723 - mmaction - INFO - Epoch [126][1560/1879] lr: 3.411e-02, eta: 2 days, 15:30:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.2143 2021-06-24 23:29:11,437 - mmaction - INFO - Epoch [126][1580/1879] lr: 3.411e-02, eta: 2 days, 15:29:16, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.0857 2021-06-24 23:29:56,236 - mmaction - INFO - Epoch [126][1600/1879] lr: 3.411e-02, eta: 2 days, 15:28:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5004, top5_acc: 0.7477, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.2413 2021-06-24 23:30:41,069 - mmaction - INFO - Epoch [126][1620/1879] lr: 3.411e-02, eta: 2 days, 15:27:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7473, loss_cls: 2.0931, loss: 2.0931, grad_norm: 3.1589 2021-06-24 23:31:25,799 - mmaction - INFO - Epoch [126][1640/1879] lr: 3.411e-02, eta: 2 days, 15:27:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7441, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.0697 2021-06-24 23:32:10,512 - mmaction - INFO - Epoch [126][1660/1879] lr: 3.411e-02, eta: 2 days, 15:26:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7453, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.1102 2021-06-24 23:32:55,294 - mmaction - INFO - Epoch [126][1680/1879] lr: 3.411e-02, eta: 2 days, 15:25:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7391, loss_cls: 2.1138, loss: 2.1138, grad_norm: 3.0453 2021-06-24 23:33:40,041 - mmaction - INFO - Epoch [126][1700/1879] lr: 3.411e-02, eta: 2 days, 15:24:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.1651 2021-06-24 23:34:24,847 - mmaction - INFO - Epoch [126][1720/1879] lr: 3.411e-02, eta: 2 days, 15:24:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7461, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.0576 2021-06-24 23:35:09,645 - mmaction - INFO - Epoch [126][1740/1879] lr: 3.411e-02, eta: 2 days, 15:23:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4926, top5_acc: 0.7273, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.1144 2021-06-24 23:35:54,468 - mmaction - INFO - Epoch [126][1760/1879] lr: 3.411e-02, eta: 2 days, 15:22:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.1331 2021-06-24 23:36:39,302 - mmaction - INFO - Epoch [126][1780/1879] lr: 3.411e-02, eta: 2 days, 15:21:46, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0676, loss: 2.0676, grad_norm: 3.1506 2021-06-24 23:37:23,994 - mmaction - INFO - Epoch [126][1800/1879] lr: 3.411e-02, eta: 2 days, 15:21:01, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2016, loss: 2.2016, grad_norm: 3.1508 2021-06-24 23:38:08,766 - mmaction - INFO - Epoch [126][1820/1879] lr: 3.411e-02, eta: 2 days, 15:20:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4941, top5_acc: 0.7473, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.1419 2021-06-24 23:38:53,655 - mmaction - INFO - Epoch [126][1840/1879] lr: 3.411e-02, eta: 2 days, 15:19:31, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7340, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.0695 2021-06-24 23:39:38,409 - mmaction - INFO - Epoch [126][1860/1879] lr: 3.411e-02, eta: 2 days, 15:18:46, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7633, loss_cls: 2.0639, loss: 2.0639, grad_norm: 3.1226 2021-06-24 23:40:22,939 - mmaction - INFO - Saving checkpoint at 126 epochs 2021-06-24 23:42:04,922 - mmaction - INFO - Epoch [127][20/1879] lr: 3.298e-02, eta: 2 days, 15:17:25, time: 5.082, data_time: 2.845, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0690, loss: 2.0690, grad_norm: 3.0894 2021-06-24 23:42:49,885 - mmaction - INFO - Epoch [127][40/1879] lr: 3.298e-02, eta: 2 days, 15:16:40, time: 2.253, data_time: 0.009, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7613, loss_cls: 2.0195, loss: 2.0195, grad_norm: 3.0926 2021-06-24 23:43:34,802 - mmaction - INFO - Epoch [127][60/1879] lr: 3.298e-02, eta: 2 days, 15:15:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7582, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.1823 2021-06-24 23:44:19,642 - mmaction - INFO - Epoch [127][80/1879] lr: 3.298e-02, eta: 2 days, 15:15:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7645, loss_cls: 2.0558, loss: 2.0558, grad_norm: 3.1919 2021-06-24 23:45:04,499 - mmaction - INFO - Epoch [127][100/1879] lr: 3.298e-02, eta: 2 days, 15:14:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.1602 2021-06-24 23:45:49,347 - mmaction - INFO - Epoch [127][120/1879] lr: 3.298e-02, eta: 2 days, 15:13:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4984, top5_acc: 0.7426, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.1261 2021-06-24 23:46:34,115 - mmaction - INFO - Epoch [127][140/1879] lr: 3.298e-02, eta: 2 days, 15:12:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.1839 2021-06-24 23:47:18,888 - mmaction - INFO - Epoch [127][160/1879] lr: 3.298e-02, eta: 2 days, 15:12:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.1205 2021-06-24 23:48:03,756 - mmaction - INFO - Epoch [127][180/1879] lr: 3.298e-02, eta: 2 days, 15:11:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7480, loss_cls: 2.1232, loss: 2.1232, grad_norm: 3.0855 2021-06-24 23:48:48,459 - mmaction - INFO - Epoch [127][200/1879] lr: 3.298e-02, eta: 2 days, 15:10:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7598, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.0716 2021-06-24 23:49:33,364 - mmaction - INFO - Epoch [127][220/1879] lr: 3.298e-02, eta: 2 days, 15:09:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7559, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.0523 2021-06-24 23:50:18,126 - mmaction - INFO - Epoch [127][240/1879] lr: 3.298e-02, eta: 2 days, 15:09:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7516, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.1183 2021-06-24 23:51:02,920 - mmaction - INFO - Epoch [127][260/1879] lr: 3.298e-02, eta: 2 days, 15:08:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.0979 2021-06-24 23:51:47,739 - mmaction - INFO - Epoch [127][280/1879] lr: 3.298e-02, eta: 2 days, 15:07:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7723, loss_cls: 1.9882, loss: 1.9882, grad_norm: 3.0306 2021-06-24 23:52:32,706 - mmaction - INFO - Epoch [127][300/1879] lr: 3.298e-02, eta: 2 days, 15:06:55, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7504, loss_cls: 2.0736, loss: 2.0736, grad_norm: 3.1013 2021-06-24 23:53:17,353 - mmaction - INFO - Epoch [127][320/1879] lr: 3.298e-02, eta: 2 days, 15:06:10, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4980, top5_acc: 0.7488, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.1489 2021-06-24 23:54:02,272 - mmaction - INFO - Epoch [127][340/1879] lr: 3.298e-02, eta: 2 days, 15:05:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7535, loss_cls: 2.0750, loss: 2.0750, grad_norm: 3.1348 2021-06-24 23:54:47,009 - mmaction - INFO - Epoch [127][360/1879] lr: 3.298e-02, eta: 2 days, 15:04:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7441, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.1584 2021-06-24 23:55:31,766 - mmaction - INFO - Epoch [127][380/1879] lr: 3.298e-02, eta: 2 days, 15:03:55, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7660, loss_cls: 1.9986, loss: 1.9986, grad_norm: 3.4267 2021-06-24 23:56:16,506 - mmaction - INFO - Epoch [127][400/1879] lr: 3.298e-02, eta: 2 days, 15:03:10, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.2151 2021-06-24 23:57:01,309 - mmaction - INFO - Epoch [127][420/1879] lr: 3.298e-02, eta: 2 days, 15:02:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.4996, top5_acc: 0.7297, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.1249 2021-06-24 23:57:46,005 - mmaction - INFO - Epoch [127][440/1879] lr: 3.298e-02, eta: 2 days, 15:01:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.1110 2021-06-24 23:58:30,752 - mmaction - INFO - Epoch [127][460/1879] lr: 3.298e-02, eta: 2 days, 15:00:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0806, loss: 2.0806, grad_norm: 3.2122 2021-06-24 23:59:15,606 - mmaction - INFO - Epoch [127][480/1879] lr: 3.298e-02, eta: 2 days, 15:00:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7559, loss_cls: 2.0399, loss: 2.0399, grad_norm: 3.0951 2021-06-25 00:00:00,325 - mmaction - INFO - Epoch [127][500/1879] lr: 3.298e-02, eta: 2 days, 14:59:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7562, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.1599 2021-06-25 00:00:50,105 - mmaction - INFO - Epoch [127][520/1879] lr: 3.298e-02, eta: 2 days, 14:58:42, time: 2.474, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7449, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.1476 2021-06-25 00:01:34,996 - mmaction - INFO - Epoch [127][540/1879] lr: 3.298e-02, eta: 2 days, 14:57:58, time: 2.259, data_time: 0.019, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7629, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.0997 2021-06-25 00:02:19,758 - mmaction - INFO - Epoch [127][560/1879] lr: 3.298e-02, eta: 2 days, 14:57:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7551, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.1466 2021-06-25 00:03:04,403 - mmaction - INFO - Epoch [127][580/1879] lr: 3.298e-02, eta: 2 days, 14:56:28, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7602, loss_cls: 2.0611, loss: 2.0611, grad_norm: 3.1301 2021-06-25 00:03:49,218 - mmaction - INFO - Epoch [127][600/1879] lr: 3.298e-02, eta: 2 days, 14:55:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7426, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.1818 2021-06-25 00:04:33,845 - mmaction - INFO - Epoch [127][620/1879] lr: 3.298e-02, eta: 2 days, 14:54:58, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7559, loss_cls: 2.0903, loss: 2.0903, grad_norm: 3.1941 2021-06-25 00:05:18,616 - mmaction - INFO - Epoch [127][640/1879] lr: 3.298e-02, eta: 2 days, 14:54:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7535, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.1729 2021-06-25 00:06:03,330 - mmaction - INFO - Epoch [127][660/1879] lr: 3.298e-02, eta: 2 days, 14:53:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7449, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.2031 2021-06-25 00:06:48,126 - mmaction - INFO - Epoch [127][680/1879] lr: 3.298e-02, eta: 2 days, 14:52:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7441, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.1576 2021-06-25 00:07:32,859 - mmaction - INFO - Epoch [127][700/1879] lr: 3.298e-02, eta: 2 days, 14:51:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0427, loss: 2.0427, grad_norm: 3.2120 2021-06-25 00:08:17,542 - mmaction - INFO - Epoch [127][720/1879] lr: 3.298e-02, eta: 2 days, 14:51:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.1016 2021-06-25 00:09:02,322 - mmaction - INFO - Epoch [127][740/1879] lr: 3.298e-02, eta: 2 days, 14:50:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7621, loss_cls: 2.0507, loss: 2.0507, grad_norm: 3.2223 2021-06-25 00:09:47,101 - mmaction - INFO - Epoch [127][760/1879] lr: 3.298e-02, eta: 2 days, 14:49:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7559, loss_cls: 2.0874, loss: 2.0874, grad_norm: 3.1004 2021-06-25 00:10:31,906 - mmaction - INFO - Epoch [127][780/1879] lr: 3.298e-02, eta: 2 days, 14:48:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7621, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.1346 2021-06-25 00:11:16,679 - mmaction - INFO - Epoch [127][800/1879] lr: 3.298e-02, eta: 2 days, 14:48:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.1232 2021-06-25 00:12:01,433 - mmaction - INFO - Epoch [127][820/1879] lr: 3.298e-02, eta: 2 days, 14:47:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7574, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.1862 2021-06-25 00:12:46,247 - mmaction - INFO - Epoch [127][840/1879] lr: 3.298e-02, eta: 2 days, 14:46:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7402, loss_cls: 2.1471, loss: 2.1471, grad_norm: 3.2517 2021-06-25 00:13:30,951 - mmaction - INFO - Epoch [127][860/1879] lr: 3.298e-02, eta: 2 days, 14:45:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7383, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.0806 2021-06-25 00:14:15,723 - mmaction - INFO - Epoch [127][880/1879] lr: 3.298e-02, eta: 2 days, 14:45:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7578, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.0890 2021-06-25 00:15:00,443 - mmaction - INFO - Epoch [127][900/1879] lr: 3.298e-02, eta: 2 days, 14:44:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.1069 2021-06-25 00:15:45,276 - mmaction - INFO - Epoch [127][920/1879] lr: 3.298e-02, eta: 2 days, 14:43:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7648, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.0930 2021-06-25 00:16:29,951 - mmaction - INFO - Epoch [127][940/1879] lr: 3.298e-02, eta: 2 days, 14:42:58, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7461, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.1552 2021-06-25 00:17:14,609 - mmaction - INFO - Epoch [127][960/1879] lr: 3.298e-02, eta: 2 days, 14:42:13, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7629, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.1632 2021-06-25 00:17:59,516 - mmaction - INFO - Epoch [127][980/1879] lr: 3.298e-02, eta: 2 days, 14:41:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7516, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.1169 2021-06-25 00:18:44,332 - mmaction - INFO - Epoch [127][1000/1879] lr: 3.298e-02, eta: 2 days, 14:40:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7578, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.1282 2021-06-25 00:19:29,231 - mmaction - INFO - Epoch [127][1020/1879] lr: 3.298e-02, eta: 2 days, 14:39:58, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7488, loss_cls: 2.0951, loss: 2.0951, grad_norm: 3.0868 2021-06-25 00:20:14,017 - mmaction - INFO - Epoch [127][1040/1879] lr: 3.298e-02, eta: 2 days, 14:39:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7637, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.1260 2021-06-25 00:20:58,692 - mmaction - INFO - Epoch [127][1060/1879] lr: 3.298e-02, eta: 2 days, 14:38:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7488, loss_cls: 2.1300, loss: 2.1300, grad_norm: 3.2068 2021-06-25 00:21:43,439 - mmaction - INFO - Epoch [127][1080/1879] lr: 3.298e-02, eta: 2 days, 14:37:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7527, loss_cls: 2.1000, loss: 2.1000, grad_norm: 3.1558 2021-06-25 00:22:28,285 - mmaction - INFO - Epoch [127][1100/1879] lr: 3.298e-02, eta: 2 days, 14:36:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7477, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.1127 2021-06-25 00:23:13,078 - mmaction - INFO - Epoch [127][1120/1879] lr: 3.298e-02, eta: 2 days, 14:36:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7605, loss_cls: 2.0589, loss: 2.0589, grad_norm: 3.0771 2021-06-25 00:23:57,956 - mmaction - INFO - Epoch [127][1140/1879] lr: 3.298e-02, eta: 2 days, 14:35:28, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.1350 2021-06-25 00:24:42,734 - mmaction - INFO - Epoch [127][1160/1879] lr: 3.298e-02, eta: 2 days, 14:34:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5000, top5_acc: 0.7480, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.1570 2021-06-25 00:25:27,500 - mmaction - INFO - Epoch [127][1180/1879] lr: 3.298e-02, eta: 2 days, 14:33:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.1290 2021-06-25 00:26:12,288 - mmaction - INFO - Epoch [127][1200/1879] lr: 3.298e-02, eta: 2 days, 14:33:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.1551 2021-06-25 00:26:56,901 - mmaction - INFO - Epoch [127][1220/1879] lr: 3.298e-02, eta: 2 days, 14:32:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7543, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.1350 2021-06-25 00:27:41,655 - mmaction - INFO - Epoch [127][1240/1879] lr: 3.298e-02, eta: 2 days, 14:31:43, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7387, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.0612 2021-06-25 00:28:26,493 - mmaction - INFO - Epoch [127][1260/1879] lr: 3.298e-02, eta: 2 days, 14:30:58, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7598, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.1335 2021-06-25 00:29:11,294 - mmaction - INFO - Epoch [127][1280/1879] lr: 3.298e-02, eta: 2 days, 14:30:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7406, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.1696 2021-06-25 00:29:56,032 - mmaction - INFO - Epoch [127][1300/1879] lr: 3.298e-02, eta: 2 days, 14:29:28, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7566, loss_cls: 2.0801, loss: 2.0801, grad_norm: 3.0873 2021-06-25 00:30:40,837 - mmaction - INFO - Epoch [127][1320/1879] lr: 3.298e-02, eta: 2 days, 14:28:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7723, loss_cls: 2.0228, loss: 2.0228, grad_norm: 3.1560 2021-06-25 00:31:25,642 - mmaction - INFO - Epoch [127][1340/1879] lr: 3.298e-02, eta: 2 days, 14:27:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7605, loss_cls: 2.0791, loss: 2.0791, grad_norm: 3.1222 2021-06-25 00:32:10,404 - mmaction - INFO - Epoch [127][1360/1879] lr: 3.298e-02, eta: 2 days, 14:27:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.1136 2021-06-25 00:32:55,255 - mmaction - INFO - Epoch [127][1380/1879] lr: 3.298e-02, eta: 2 days, 14:26:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0566, loss: 2.0566, grad_norm: 3.0878 2021-06-25 00:33:40,054 - mmaction - INFO - Epoch [127][1400/1879] lr: 3.298e-02, eta: 2 days, 14:25:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7598, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.1863 2021-06-25 00:34:24,699 - mmaction - INFO - Epoch [127][1420/1879] lr: 3.298e-02, eta: 2 days, 14:24:58, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7457, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.2231 2021-06-25 00:35:09,420 - mmaction - INFO - Epoch [127][1440/1879] lr: 3.298e-02, eta: 2 days, 14:24:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.1342 2021-06-25 00:35:54,187 - mmaction - INFO - Epoch [127][1460/1879] lr: 3.298e-02, eta: 2 days, 14:23:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7574, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.2963 2021-06-25 00:36:39,114 - mmaction - INFO - Epoch [127][1480/1879] lr: 3.298e-02, eta: 2 days, 14:22:43, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7430, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.2173 2021-06-25 00:37:23,878 - mmaction - INFO - Epoch [127][1500/1879] lr: 3.298e-02, eta: 2 days, 14:21:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7496, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.1266 2021-06-25 00:38:08,666 - mmaction - INFO - Epoch [127][1520/1879] lr: 3.298e-02, eta: 2 days, 14:21:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.4973, top5_acc: 0.7492, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.0869 2021-06-25 00:38:53,318 - mmaction - INFO - Epoch [127][1540/1879] lr: 3.298e-02, eta: 2 days, 14:20:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7395, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.1137 2021-06-25 00:39:38,035 - mmaction - INFO - Epoch [127][1560/1879] lr: 3.298e-02, eta: 2 days, 14:19:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.1214 2021-06-25 00:40:22,936 - mmaction - INFO - Epoch [127][1580/1879] lr: 3.298e-02, eta: 2 days, 14:18:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7457, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.0774 2021-06-25 00:41:07,692 - mmaction - INFO - Epoch [127][1600/1879] lr: 3.298e-02, eta: 2 days, 14:18:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.1629 2021-06-25 00:41:52,353 - mmaction - INFO - Epoch [127][1620/1879] lr: 3.298e-02, eta: 2 days, 14:17:29, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7590, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.1340 2021-06-25 00:42:37,183 - mmaction - INFO - Epoch [127][1640/1879] lr: 3.298e-02, eta: 2 days, 14:16:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4988, top5_acc: 0.7535, loss_cls: 2.0915, loss: 2.0915, grad_norm: 3.0900 2021-06-25 00:43:22,001 - mmaction - INFO - Epoch [127][1660/1879] lr: 3.298e-02, eta: 2 days, 14:15:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7449, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.1096 2021-06-25 00:44:06,738 - mmaction - INFO - Epoch [127][1680/1879] lr: 3.298e-02, eta: 2 days, 14:15:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0960, loss: 2.0960, grad_norm: 3.0789 2021-06-25 00:44:51,600 - mmaction - INFO - Epoch [127][1700/1879] lr: 3.298e-02, eta: 2 days, 14:14:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0790, loss: 2.0790, grad_norm: 3.1211 2021-06-25 00:45:36,327 - mmaction - INFO - Epoch [127][1720/1879] lr: 3.298e-02, eta: 2 days, 14:13:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7512, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.1699 2021-06-25 00:46:21,078 - mmaction - INFO - Epoch [127][1740/1879] lr: 3.298e-02, eta: 2 days, 14:12:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7480, loss_cls: 2.0981, loss: 2.0981, grad_norm: 3.1289 2021-06-25 00:47:05,841 - mmaction - INFO - Epoch [127][1760/1879] lr: 3.298e-02, eta: 2 days, 14:12:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.1977 2021-06-25 00:47:50,585 - mmaction - INFO - Epoch [127][1780/1879] lr: 3.298e-02, eta: 2 days, 14:11:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7559, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.0959 2021-06-25 00:48:35,319 - mmaction - INFO - Epoch [127][1800/1879] lr: 3.298e-02, eta: 2 days, 14:10:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7590, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.0794 2021-06-25 00:49:20,187 - mmaction - INFO - Epoch [127][1820/1879] lr: 3.298e-02, eta: 2 days, 14:09:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7480, loss_cls: 2.0981, loss: 2.0981, grad_norm: 3.1766 2021-06-25 00:50:04,873 - mmaction - INFO - Epoch [127][1840/1879] lr: 3.298e-02, eta: 2 days, 14:09:14, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7590, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.1615 2021-06-25 00:50:49,680 - mmaction - INFO - Epoch [127][1860/1879] lr: 3.298e-02, eta: 2 days, 14:08:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5020, top5_acc: 0.7555, loss_cls: 2.1153, loss: 2.1153, grad_norm: 3.1262 2021-06-25 00:51:46,243 - mmaction - INFO - Saving checkpoint at 127 epochs 2021-06-25 00:54:10,220 - mmaction - INFO - Epoch [128][20/1879] lr: 3.185e-02, eta: 2 days, 14:07:24, time: 7.160, data_time: 4.891, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0734, loss: 2.0734, grad_norm: 3.2187 2021-06-25 00:54:55,078 - mmaction - INFO - Epoch [128][40/1879] lr: 3.185e-02, eta: 2 days, 14:06:39, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.1830 2021-06-25 00:55:39,878 - mmaction - INFO - Epoch [128][60/1879] lr: 3.185e-02, eta: 2 days, 14:05:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7547, loss_cls: 2.0633, loss: 2.0633, grad_norm: 3.2610 2021-06-25 00:56:24,776 - mmaction - INFO - Epoch [128][80/1879] lr: 3.185e-02, eta: 2 days, 14:05:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7543, loss_cls: 2.0508, loss: 2.0508, grad_norm: 3.1442 2021-06-25 00:57:09,686 - mmaction - INFO - Epoch [128][100/1879] lr: 3.185e-02, eta: 2 days, 14:04:25, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7648, loss_cls: 2.0204, loss: 2.0204, grad_norm: 3.1122 2021-06-25 00:57:54,642 - mmaction - INFO - Epoch [128][120/1879] lr: 3.185e-02, eta: 2 days, 14:03:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7648, loss_cls: 2.0560, loss: 2.0560, grad_norm: 3.1977 2021-06-25 00:58:39,537 - mmaction - INFO - Epoch [128][140/1879] lr: 3.185e-02, eta: 2 days, 14:02:55, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7539, loss_cls: 2.0683, loss: 2.0683, grad_norm: 3.1345 2021-06-25 00:59:24,449 - mmaction - INFO - Epoch [128][160/1879] lr: 3.185e-02, eta: 2 days, 14:02:10, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7531, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.1845 2021-06-25 01:00:09,407 - mmaction - INFO - Epoch [128][180/1879] lr: 3.185e-02, eta: 2 days, 14:01:25, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7430, loss_cls: 2.1110, loss: 2.1110, grad_norm: 3.1629 2021-06-25 01:00:54,291 - mmaction - INFO - Epoch [128][200/1879] lr: 3.185e-02, eta: 2 days, 14:00:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0529, loss: 2.0529, grad_norm: 3.1405 2021-06-25 01:01:39,240 - mmaction - INFO - Epoch [128][220/1879] lr: 3.185e-02, eta: 2 days, 13:59:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7590, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.2531 2021-06-25 01:02:24,160 - mmaction - INFO - Epoch [128][240/1879] lr: 3.185e-02, eta: 2 days, 13:59:10, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.2106 2021-06-25 01:03:09,119 - mmaction - INFO - Epoch [128][260/1879] lr: 3.185e-02, eta: 2 days, 13:58:25, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7586, loss_cls: 2.0959, loss: 2.0959, grad_norm: 3.1325 2021-06-25 01:03:54,040 - mmaction - INFO - Epoch [128][280/1879] lr: 3.185e-02, eta: 2 days, 13:57:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7684, loss_cls: 2.0612, loss: 2.0612, grad_norm: 3.1608 2021-06-25 01:04:38,900 - mmaction - INFO - Epoch [128][300/1879] lr: 3.185e-02, eta: 2 days, 13:56:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7605, loss_cls: 2.0831, loss: 2.0831, grad_norm: 3.1980 2021-06-25 01:05:23,858 - mmaction - INFO - Epoch [128][320/1879] lr: 3.185e-02, eta: 2 days, 13:56:10, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5332, top5_acc: 0.7629, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.0699 2021-06-25 01:06:08,809 - mmaction - INFO - Epoch [128][340/1879] lr: 3.185e-02, eta: 2 days, 13:55:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0536, loss: 2.0536, grad_norm: 3.1298 2021-06-25 01:06:53,795 - mmaction - INFO - Epoch [128][360/1879] lr: 3.185e-02, eta: 2 days, 13:54:41, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7617, loss_cls: 2.0771, loss: 2.0771, grad_norm: 3.1955 2021-06-25 01:07:38,727 - mmaction - INFO - Epoch [128][380/1879] lr: 3.185e-02, eta: 2 days, 13:53:56, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7527, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.0904 2021-06-25 01:08:23,601 - mmaction - INFO - Epoch [128][400/1879] lr: 3.185e-02, eta: 2 days, 13:53:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0673, loss: 2.0673, grad_norm: 3.2011 2021-06-25 01:09:08,452 - mmaction - INFO - Epoch [128][420/1879] lr: 3.185e-02, eta: 2 days, 13:52:26, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7566, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.0752 2021-06-25 01:09:53,367 - mmaction - INFO - Epoch [128][440/1879] lr: 3.185e-02, eta: 2 days, 13:51:41, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7527, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.2042 2021-06-25 01:10:38,388 - mmaction - INFO - Epoch [128][460/1879] lr: 3.185e-02, eta: 2 days, 13:50:56, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7496, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.0892 2021-06-25 01:11:23,231 - mmaction - INFO - Epoch [128][480/1879] lr: 3.185e-02, eta: 2 days, 13:50:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7715, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.0826 2021-06-25 01:12:08,115 - mmaction - INFO - Epoch [128][500/1879] lr: 3.185e-02, eta: 2 days, 13:49:26, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7562, loss_cls: 2.0614, loss: 2.0614, grad_norm: 3.1043 2021-06-25 01:12:52,970 - mmaction - INFO - Epoch [128][520/1879] lr: 3.185e-02, eta: 2 days, 13:48:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7566, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.1796 2021-06-25 01:13:37,862 - mmaction - INFO - Epoch [128][540/1879] lr: 3.185e-02, eta: 2 days, 13:47:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7520, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.1562 2021-06-25 01:14:22,746 - mmaction - INFO - Epoch [128][560/1879] lr: 3.185e-02, eta: 2 days, 13:47:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7609, loss_cls: 2.0211, loss: 2.0211, grad_norm: 3.1104 2021-06-25 01:15:07,512 - mmaction - INFO - Epoch [128][580/1879] lr: 3.185e-02, eta: 2 days, 13:46:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7582, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.2410 2021-06-25 01:15:52,401 - mmaction - INFO - Epoch [128][600/1879] lr: 3.185e-02, eta: 2 days, 13:45:41, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.2109 2021-06-25 01:16:37,211 - mmaction - INFO - Epoch [128][620/1879] lr: 3.185e-02, eta: 2 days, 13:44:56, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7531, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.2240 2021-06-25 01:17:22,101 - mmaction - INFO - Epoch [128][640/1879] lr: 3.185e-02, eta: 2 days, 13:44:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7457, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.1135 2021-06-25 01:18:06,907 - mmaction - INFO - Epoch [128][660/1879] lr: 3.185e-02, eta: 2 days, 13:43:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7664, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.0852 2021-06-25 01:18:51,752 - mmaction - INFO - Epoch [128][680/1879] lr: 3.185e-02, eta: 2 days, 13:42:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7602, loss_cls: 2.0660, loss: 2.0660, grad_norm: 3.1459 2021-06-25 01:19:36,687 - mmaction - INFO - Epoch [128][700/1879] lr: 3.185e-02, eta: 2 days, 13:41:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.1582 2021-06-25 01:20:21,510 - mmaction - INFO - Epoch [128][720/1879] lr: 3.185e-02, eta: 2 days, 13:41:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7648, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.1336 2021-06-25 01:21:06,356 - mmaction - INFO - Epoch [128][740/1879] lr: 3.185e-02, eta: 2 days, 13:40:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7652, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.1156 2021-06-25 01:21:51,146 - mmaction - INFO - Epoch [128][760/1879] lr: 3.185e-02, eta: 2 days, 13:39:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.1552 2021-06-25 01:22:35,924 - mmaction - INFO - Epoch [128][780/1879] lr: 3.185e-02, eta: 2 days, 13:38:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5082, top5_acc: 0.7586, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.1232 2021-06-25 01:23:20,765 - mmaction - INFO - Epoch [128][800/1879] lr: 3.185e-02, eta: 2 days, 13:38:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7707, loss_cls: 1.9998, loss: 1.9998, grad_norm: 3.1333 2021-06-25 01:24:05,634 - mmaction - INFO - Epoch [128][820/1879] lr: 3.185e-02, eta: 2 days, 13:37:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7480, loss_cls: 2.0890, loss: 2.0890, grad_norm: 3.2015 2021-06-25 01:24:50,407 - mmaction - INFO - Epoch [128][840/1879] lr: 3.185e-02, eta: 2 days, 13:36:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7660, loss_cls: 2.0286, loss: 2.0286, grad_norm: 3.1154 2021-06-25 01:25:35,205 - mmaction - INFO - Epoch [128][860/1879] lr: 3.185e-02, eta: 2 days, 13:35:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7656, loss_cls: 1.9869, loss: 1.9869, grad_norm: 3.1537 2021-06-25 01:26:20,117 - mmaction - INFO - Epoch [128][880/1879] lr: 3.185e-02, eta: 2 days, 13:35:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7449, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.1450 2021-06-25 01:27:05,104 - mmaction - INFO - Epoch [128][900/1879] lr: 3.185e-02, eta: 2 days, 13:34:27, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7613, loss_cls: 2.0096, loss: 2.0096, grad_norm: 3.0485 2021-06-25 01:27:49,832 - mmaction - INFO - Epoch [128][920/1879] lr: 3.185e-02, eta: 2 days, 13:33:42, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7641, loss_cls: 2.0562, loss: 2.0562, grad_norm: 3.1696 2021-06-25 01:28:34,702 - mmaction - INFO - Epoch [128][940/1879] lr: 3.185e-02, eta: 2 days, 13:32:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.1236 2021-06-25 01:29:19,599 - mmaction - INFO - Epoch [128][960/1879] lr: 3.185e-02, eta: 2 days, 13:32:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7668, loss_cls: 1.9949, loss: 1.9949, grad_norm: 3.1206 2021-06-25 01:30:04,344 - mmaction - INFO - Epoch [128][980/1879] lr: 3.185e-02, eta: 2 days, 13:31:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7484, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.1803 2021-06-25 01:30:49,194 - mmaction - INFO - Epoch [128][1000/1879] lr: 3.185e-02, eta: 2 days, 13:30:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7465, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.1702 2021-06-25 01:31:33,910 - mmaction - INFO - Epoch [128][1020/1879] lr: 3.185e-02, eta: 2 days, 13:29:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.2496 2021-06-25 01:32:18,870 - mmaction - INFO - Epoch [128][1040/1879] lr: 3.185e-02, eta: 2 days, 13:29:12, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7488, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.1780 2021-06-25 01:33:03,750 - mmaction - INFO - Epoch [128][1060/1879] lr: 3.185e-02, eta: 2 days, 13:28:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7574, loss_cls: 2.0816, loss: 2.0816, grad_norm: 3.1323 2021-06-25 01:33:48,563 - mmaction - INFO - Epoch [128][1080/1879] lr: 3.185e-02, eta: 2 days, 13:27:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7645, loss_cls: 2.0651, loss: 2.0651, grad_norm: 3.1808 2021-06-25 01:34:33,230 - mmaction - INFO - Epoch [128][1100/1879] lr: 3.185e-02, eta: 2 days, 13:26:57, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7594, loss_cls: 2.0618, loss: 2.0618, grad_norm: 3.2330 2021-06-25 01:35:18,049 - mmaction - INFO - Epoch [128][1120/1879] lr: 3.185e-02, eta: 2 days, 13:26:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5031, top5_acc: 0.7551, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.1966 2021-06-25 01:36:02,768 - mmaction - INFO - Epoch [128][1140/1879] lr: 3.185e-02, eta: 2 days, 13:25:27, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.1526 2021-06-25 01:36:47,680 - mmaction - INFO - Epoch [128][1160/1879] lr: 3.185e-02, eta: 2 days, 13:24:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7613, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.1267 2021-06-25 01:37:32,377 - mmaction - INFO - Epoch [128][1180/1879] lr: 3.185e-02, eta: 2 days, 13:23:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.1402 2021-06-25 01:38:17,321 - mmaction - INFO - Epoch [128][1200/1879] lr: 3.185e-02, eta: 2 days, 13:23:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7535, loss_cls: 2.1110, loss: 2.1110, grad_norm: 3.1702 2021-06-25 01:39:02,169 - mmaction - INFO - Epoch [128][1220/1879] lr: 3.185e-02, eta: 2 days, 13:22:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4969, top5_acc: 0.7473, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.3067 2021-06-25 01:39:47,054 - mmaction - INFO - Epoch [128][1240/1879] lr: 3.185e-02, eta: 2 days, 13:21:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.0729 2021-06-25 01:40:31,864 - mmaction - INFO - Epoch [128][1260/1879] lr: 3.185e-02, eta: 2 days, 13:20:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7586, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.0544 2021-06-25 01:41:16,788 - mmaction - INFO - Epoch [128][1280/1879] lr: 3.185e-02, eta: 2 days, 13:20:13, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0576, loss: 2.0576, grad_norm: 3.1023 2021-06-25 01:42:01,599 - mmaction - INFO - Epoch [128][1300/1879] lr: 3.185e-02, eta: 2 days, 13:19:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7574, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.2165 2021-06-25 01:42:46,463 - mmaction - INFO - Epoch [128][1320/1879] lr: 3.185e-02, eta: 2 days, 13:18:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7457, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.1865 2021-06-25 01:43:31,238 - mmaction - INFO - Epoch [128][1340/1879] lr: 3.185e-02, eta: 2 days, 13:17:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7617, loss_cls: 2.1006, loss: 2.1006, grad_norm: 3.1905 2021-06-25 01:44:16,095 - mmaction - INFO - Epoch [128][1360/1879] lr: 3.185e-02, eta: 2 days, 13:17:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7566, loss_cls: 2.0689, loss: 2.0689, grad_norm: 3.1843 2021-06-25 01:45:00,931 - mmaction - INFO - Epoch [128][1380/1879] lr: 3.185e-02, eta: 2 days, 13:16:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7602, loss_cls: 2.0317, loss: 2.0317, grad_norm: 3.1278 2021-06-25 01:45:45,814 - mmaction - INFO - Epoch [128][1400/1879] lr: 3.185e-02, eta: 2 days, 13:15:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5066, top5_acc: 0.7496, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.2118 2021-06-25 01:46:30,630 - mmaction - INFO - Epoch [128][1420/1879] lr: 3.185e-02, eta: 2 days, 13:14:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7547, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.2197 2021-06-25 01:47:15,429 - mmaction - INFO - Epoch [128][1440/1879] lr: 3.185e-02, eta: 2 days, 13:14:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7621, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.1276 2021-06-25 01:48:00,229 - mmaction - INFO - Epoch [128][1460/1879] lr: 3.185e-02, eta: 2 days, 13:13:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7609, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.1369 2021-06-25 01:48:45,058 - mmaction - INFO - Epoch [128][1480/1879] lr: 3.185e-02, eta: 2 days, 13:12:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5078, top5_acc: 0.7496, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.1718 2021-06-25 01:49:29,946 - mmaction - INFO - Epoch [128][1500/1879] lr: 3.185e-02, eta: 2 days, 13:11:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7535, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.1116 2021-06-25 01:50:14,830 - mmaction - INFO - Epoch [128][1520/1879] lr: 3.185e-02, eta: 2 days, 13:11:13, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7520, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.1547 2021-06-25 01:50:59,650 - mmaction - INFO - Epoch [128][1540/1879] lr: 3.185e-02, eta: 2 days, 13:10:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0589, loss: 2.0589, grad_norm: 3.2509 2021-06-25 01:51:44,412 - mmaction - INFO - Epoch [128][1560/1879] lr: 3.185e-02, eta: 2 days, 13:09:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7625, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.1768 2021-06-25 01:52:29,280 - mmaction - INFO - Epoch [128][1580/1879] lr: 3.185e-02, eta: 2 days, 13:08:58, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5367, top5_acc: 0.7613, loss_cls: 2.0574, loss: 2.0574, grad_norm: 3.1034 2021-06-25 01:53:14,120 - mmaction - INFO - Epoch [128][1600/1879] lr: 3.185e-02, eta: 2 days, 13:08:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.1976 2021-06-25 01:53:59,002 - mmaction - INFO - Epoch [128][1620/1879] lr: 3.185e-02, eta: 2 days, 13:07:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7629, loss_cls: 2.0536, loss: 2.0536, grad_norm: 3.2123 2021-06-25 01:54:43,936 - mmaction - INFO - Epoch [128][1640/1879] lr: 3.185e-02, eta: 2 days, 13:06:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7359, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.2066 2021-06-25 01:55:28,743 - mmaction - INFO - Epoch [128][1660/1879] lr: 3.185e-02, eta: 2 days, 13:05:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.1791 2021-06-25 01:56:13,518 - mmaction - INFO - Epoch [128][1680/1879] lr: 3.185e-02, eta: 2 days, 13:05:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7543, loss_cls: 2.0557, loss: 2.0557, grad_norm: 3.1060 2021-06-25 01:56:58,250 - mmaction - INFO - Epoch [128][1700/1879] lr: 3.185e-02, eta: 2 days, 13:04:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7586, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.1484 2021-06-25 01:57:43,046 - mmaction - INFO - Epoch [128][1720/1879] lr: 3.185e-02, eta: 2 days, 13:03:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7578, loss_cls: 2.0767, loss: 2.0767, grad_norm: 3.1832 2021-06-25 01:58:27,836 - mmaction - INFO - Epoch [128][1740/1879] lr: 3.185e-02, eta: 2 days, 13:02:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7398, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.2014 2021-06-25 01:59:12,539 - mmaction - INFO - Epoch [128][1760/1879] lr: 3.185e-02, eta: 2 days, 13:02:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7590, loss_cls: 2.0813, loss: 2.0813, grad_norm: 3.1164 2021-06-25 01:59:57,377 - mmaction - INFO - Epoch [128][1780/1879] lr: 3.185e-02, eta: 2 days, 13:01:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.1488 2021-06-25 02:00:42,308 - mmaction - INFO - Epoch [128][1800/1879] lr: 3.185e-02, eta: 2 days, 13:00:44, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7391, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.1620 2021-06-25 02:01:27,132 - mmaction - INFO - Epoch [128][1820/1879] lr: 3.185e-02, eta: 2 days, 12:59:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.2422 2021-06-25 02:02:11,953 - mmaction - INFO - Epoch [128][1840/1879] lr: 3.185e-02, eta: 2 days, 12:59:14, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7473, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.1234 2021-06-25 02:02:56,631 - mmaction - INFO - Epoch [128][1860/1879] lr: 3.185e-02, eta: 2 days, 12:58:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0958, loss: 2.0958, grad_norm: 3.1627 2021-06-25 02:03:39,756 - mmaction - INFO - Saving checkpoint at 128 epochs 2021-06-25 02:05:11,584 - mmaction - INFO - Epoch [129][20/1879] lr: 3.075e-02, eta: 2 days, 12:57:03, time: 4.569, data_time: 2.289, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7637, loss_cls: 2.0108, loss: 2.0108, grad_norm: 3.1584 2021-06-25 02:05:56,466 - mmaction - INFO - Epoch [129][40/1879] lr: 3.075e-02, eta: 2 days, 12:56:18, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7625, loss_cls: 2.0075, loss: 2.0075, grad_norm: 3.2124 2021-06-25 02:06:41,411 - mmaction - INFO - Epoch [129][60/1879] lr: 3.075e-02, eta: 2 days, 12:55:33, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0734, loss: 2.0734, grad_norm: 3.1197 2021-06-25 02:07:26,222 - mmaction - INFO - Epoch [129][80/1879] lr: 3.075e-02, eta: 2 days, 12:54:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7559, loss_cls: 2.0478, loss: 2.0478, grad_norm: 3.1598 2021-06-25 02:08:11,044 - mmaction - INFO - Epoch [129][100/1879] lr: 3.075e-02, eta: 2 days, 12:54:03, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7648, loss_cls: 2.0304, loss: 2.0304, grad_norm: 3.1754 2021-06-25 02:08:55,965 - mmaction - INFO - Epoch [129][120/1879] lr: 3.075e-02, eta: 2 days, 12:53:18, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7645, loss_cls: 2.0586, loss: 2.0586, grad_norm: 3.2716 2021-06-25 02:09:40,821 - mmaction - INFO - Epoch [129][140/1879] lr: 3.075e-02, eta: 2 days, 12:52:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7609, loss_cls: 2.0352, loss: 2.0352, grad_norm: 3.1686 2021-06-25 02:10:25,764 - mmaction - INFO - Epoch [129][160/1879] lr: 3.075e-02, eta: 2 days, 12:51:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7641, loss_cls: 2.0349, loss: 2.0349, grad_norm: 3.1569 2021-06-25 02:11:10,665 - mmaction - INFO - Epoch [129][180/1879] lr: 3.075e-02, eta: 2 days, 12:51:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7414, loss_cls: 2.0749, loss: 2.0749, grad_norm: 3.1786 2021-06-25 02:11:55,611 - mmaction - INFO - Epoch [129][200/1879] lr: 3.075e-02, eta: 2 days, 12:50:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7512, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.1849 2021-06-25 02:12:40,446 - mmaction - INFO - Epoch [129][220/1879] lr: 3.075e-02, eta: 2 days, 12:49:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7621, loss_cls: 2.0435, loss: 2.0435, grad_norm: 3.1748 2021-06-25 02:13:25,192 - mmaction - INFO - Epoch [129][240/1879] lr: 3.075e-02, eta: 2 days, 12:48:48, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7586, loss_cls: 2.0599, loss: 2.0599, grad_norm: 3.1529 2021-06-25 02:14:10,109 - mmaction - INFO - Epoch [129][260/1879] lr: 3.075e-02, eta: 2 days, 12:48:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0491, loss: 2.0491, grad_norm: 3.2329 2021-06-25 02:14:55,044 - mmaction - INFO - Epoch [129][280/1879] lr: 3.075e-02, eta: 2 days, 12:47:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0674, loss: 2.0674, grad_norm: 3.1523 2021-06-25 02:15:39,841 - mmaction - INFO - Epoch [129][300/1879] lr: 3.075e-02, eta: 2 days, 12:46:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7809, loss_cls: 1.9880, loss: 1.9880, grad_norm: 3.2042 2021-06-25 02:16:24,780 - mmaction - INFO - Epoch [129][320/1879] lr: 3.075e-02, eta: 2 days, 12:45:49, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7559, loss_cls: 1.9985, loss: 1.9985, grad_norm: 3.2360 2021-06-25 02:17:09,609 - mmaction - INFO - Epoch [129][340/1879] lr: 3.075e-02, eta: 2 days, 12:45:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7531, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.2746 2021-06-25 02:17:54,476 - mmaction - INFO - Epoch [129][360/1879] lr: 3.075e-02, eta: 2 days, 12:44:19, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7668, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.2123 2021-06-25 02:18:39,290 - mmaction - INFO - Epoch [129][380/1879] lr: 3.075e-02, eta: 2 days, 12:43:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7363, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.2160 2021-06-25 02:19:24,191 - mmaction - INFO - Epoch [129][400/1879] lr: 3.075e-02, eta: 2 days, 12:42:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9905, loss: 1.9905, grad_norm: 3.2550 2021-06-25 02:20:08,981 - mmaction - INFO - Epoch [129][420/1879] lr: 3.075e-02, eta: 2 days, 12:42:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7441, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.3304 2021-06-25 02:20:53,797 - mmaction - INFO - Epoch [129][440/1879] lr: 3.075e-02, eta: 2 days, 12:41:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7527, loss_cls: 2.0707, loss: 2.0707, grad_norm: 3.1196 2021-06-25 02:21:38,531 - mmaction - INFO - Epoch [129][460/1879] lr: 3.075e-02, eta: 2 days, 12:40:34, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5109, top5_acc: 0.7527, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.1702 2021-06-25 02:22:23,233 - mmaction - INFO - Epoch [129][480/1879] lr: 3.075e-02, eta: 2 days, 12:39:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7684, loss_cls: 2.0240, loss: 2.0240, grad_norm: 3.1372 2021-06-25 02:23:08,085 - mmaction - INFO - Epoch [129][500/1879] lr: 3.075e-02, eta: 2 days, 12:39:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7520, loss_cls: 2.1006, loss: 2.1006, grad_norm: 3.3101 2021-06-25 02:23:52,849 - mmaction - INFO - Epoch [129][520/1879] lr: 3.075e-02, eta: 2 days, 12:38:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5043, top5_acc: 0.7645, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.2855 2021-06-25 02:24:37,742 - mmaction - INFO - Epoch [129][540/1879] lr: 3.075e-02, eta: 2 days, 12:37:34, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9653, loss: 1.9653, grad_norm: 3.1354 2021-06-25 02:25:22,519 - mmaction - INFO - Epoch [129][560/1879] lr: 3.075e-02, eta: 2 days, 12:36:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7613, loss_cls: 2.0430, loss: 2.0430, grad_norm: 3.1129 2021-06-25 02:26:07,239 - mmaction - INFO - Epoch [129][580/1879] lr: 3.075e-02, eta: 2 days, 12:36:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.1962 2021-06-25 02:26:52,051 - mmaction - INFO - Epoch [129][600/1879] lr: 3.075e-02, eta: 2 days, 12:35:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7645, loss_cls: 2.0584, loss: 2.0584, grad_norm: 3.2358 2021-06-25 02:27:36,856 - mmaction - INFO - Epoch [129][620/1879] lr: 3.075e-02, eta: 2 days, 12:34:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7598, loss_cls: 2.0301, loss: 2.0301, grad_norm: 3.2392 2021-06-25 02:28:21,498 - mmaction - INFO - Epoch [129][640/1879] lr: 3.075e-02, eta: 2 days, 12:33:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7586, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.1940 2021-06-25 02:29:06,344 - mmaction - INFO - Epoch [129][660/1879] lr: 3.075e-02, eta: 2 days, 12:33:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7578, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.1699 2021-06-25 02:29:51,086 - mmaction - INFO - Epoch [129][680/1879] lr: 3.075e-02, eta: 2 days, 12:32:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7656, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.2811 2021-06-25 02:30:35,829 - mmaction - INFO - Epoch [129][700/1879] lr: 3.075e-02, eta: 2 days, 12:31:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7602, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.2448 2021-06-25 02:31:20,613 - mmaction - INFO - Epoch [129][720/1879] lr: 3.075e-02, eta: 2 days, 12:30:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7555, loss_cls: 2.0386, loss: 2.0386, grad_norm: 3.1758 2021-06-25 02:32:05,402 - mmaction - INFO - Epoch [129][740/1879] lr: 3.075e-02, eta: 2 days, 12:30:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7441, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.2635 2021-06-25 02:32:50,102 - mmaction - INFO - Epoch [129][760/1879] lr: 3.075e-02, eta: 2 days, 12:29:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7547, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.1903 2021-06-25 02:33:34,892 - mmaction - INFO - Epoch [129][780/1879] lr: 3.075e-02, eta: 2 days, 12:28:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7590, loss_cls: 2.0530, loss: 2.0530, grad_norm: 3.1614 2021-06-25 02:34:19,728 - mmaction - INFO - Epoch [129][800/1879] lr: 3.075e-02, eta: 2 days, 12:27:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5367, top5_acc: 0.7730, loss_cls: 1.9898, loss: 1.9898, grad_norm: 3.2655 2021-06-25 02:35:04,550 - mmaction - INFO - Epoch [129][820/1879] lr: 3.075e-02, eta: 2 days, 12:27:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7586, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.1488 2021-06-25 02:35:49,178 - mmaction - INFO - Epoch [129][840/1879] lr: 3.075e-02, eta: 2 days, 12:26:19, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7586, loss_cls: 2.0213, loss: 2.0213, grad_norm: 3.0854 2021-06-25 02:36:33,946 - mmaction - INFO - Epoch [129][860/1879] lr: 3.075e-02, eta: 2 days, 12:25:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7648, loss_cls: 2.0108, loss: 2.0108, grad_norm: 3.1318 2021-06-25 02:37:18,817 - mmaction - INFO - Epoch [129][880/1879] lr: 3.075e-02, eta: 2 days, 12:24:49, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0508, loss: 2.0508, grad_norm: 3.2409 2021-06-25 02:38:03,690 - mmaction - INFO - Epoch [129][900/1879] lr: 3.075e-02, eta: 2 days, 12:24:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0540, loss: 2.0540, grad_norm: 3.1734 2021-06-25 02:38:48,323 - mmaction - INFO - Epoch [129][920/1879] lr: 3.075e-02, eta: 2 days, 12:23:19, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7629, loss_cls: 2.0615, loss: 2.0615, grad_norm: 3.2263 2021-06-25 02:39:33,006 - mmaction - INFO - Epoch [129][940/1879] lr: 3.075e-02, eta: 2 days, 12:22:34, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7668, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.1993 2021-06-25 02:40:17,842 - mmaction - INFO - Epoch [129][960/1879] lr: 3.075e-02, eta: 2 days, 12:21:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7551, loss_cls: 2.0745, loss: 2.0745, grad_norm: 3.2462 2021-06-25 02:41:02,646 - mmaction - INFO - Epoch [129][980/1879] lr: 3.075e-02, eta: 2 days, 12:21:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7484, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.2462 2021-06-25 02:41:47,398 - mmaction - INFO - Epoch [129][1000/1879] lr: 3.075e-02, eta: 2 days, 12:20:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7527, loss_cls: 2.0751, loss: 2.0751, grad_norm: 3.2586 2021-06-25 02:42:32,152 - mmaction - INFO - Epoch [129][1020/1879] lr: 3.075e-02, eta: 2 days, 12:19:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0825, loss: 2.0825, grad_norm: 3.2241 2021-06-25 02:43:16,786 - mmaction - INFO - Epoch [129][1040/1879] lr: 3.075e-02, eta: 2 days, 12:18:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7395, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.2566 2021-06-25 02:44:01,628 - mmaction - INFO - Epoch [129][1060/1879] lr: 3.075e-02, eta: 2 days, 12:18:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7625, loss_cls: 2.0498, loss: 2.0498, grad_norm: 3.1735 2021-06-25 02:44:46,348 - mmaction - INFO - Epoch [129][1080/1879] lr: 3.075e-02, eta: 2 days, 12:17:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7480, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.0820 2021-06-25 02:45:31,170 - mmaction - INFO - Epoch [129][1100/1879] lr: 3.075e-02, eta: 2 days, 12:16:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7508, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.2249 2021-06-25 02:46:15,899 - mmaction - INFO - Epoch [129][1120/1879] lr: 3.075e-02, eta: 2 days, 12:15:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7469, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.2229 2021-06-25 02:47:00,594 - mmaction - INFO - Epoch [129][1140/1879] lr: 3.075e-02, eta: 2 days, 12:15:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.2207 2021-06-25 02:47:45,361 - mmaction - INFO - Epoch [129][1160/1879] lr: 3.075e-02, eta: 2 days, 12:14:19, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7449, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.2015 2021-06-25 02:48:30,113 - mmaction - INFO - Epoch [129][1180/1879] lr: 3.075e-02, eta: 2 days, 12:13:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.1933 2021-06-25 02:49:14,839 - mmaction - INFO - Epoch [129][1200/1879] lr: 3.075e-02, eta: 2 days, 12:12:49, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.1768 2021-06-25 02:49:59,615 - mmaction - INFO - Epoch [129][1220/1879] lr: 3.075e-02, eta: 2 days, 12:12:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7422, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.2004 2021-06-25 02:50:44,395 - mmaction - INFO - Epoch [129][1240/1879] lr: 3.075e-02, eta: 2 days, 12:11:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7691, loss_cls: 1.9986, loss: 1.9986, grad_norm: 3.1853 2021-06-25 02:51:29,098 - mmaction - INFO - Epoch [129][1260/1879] lr: 3.075e-02, eta: 2 days, 12:10:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7477, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.2567 2021-06-25 02:52:13,745 - mmaction - INFO - Epoch [129][1280/1879] lr: 3.075e-02, eta: 2 days, 12:09:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7605, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.2027 2021-06-25 02:52:58,524 - mmaction - INFO - Epoch [129][1300/1879] lr: 3.075e-02, eta: 2 days, 12:09:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7488, loss_cls: 2.0914, loss: 2.0914, grad_norm: 3.2038 2021-06-25 02:53:43,328 - mmaction - INFO - Epoch [129][1320/1879] lr: 3.075e-02, eta: 2 days, 12:08:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7531, loss_cls: 2.0687, loss: 2.0687, grad_norm: 3.2358 2021-06-25 02:54:28,218 - mmaction - INFO - Epoch [129][1340/1879] lr: 3.075e-02, eta: 2 days, 12:07:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7508, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.2568 2021-06-25 02:55:12,989 - mmaction - INFO - Epoch [129][1360/1879] lr: 3.075e-02, eta: 2 days, 12:06:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7480, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.2422 2021-06-25 02:55:57,644 - mmaction - INFO - Epoch [129][1380/1879] lr: 3.075e-02, eta: 2 days, 12:06:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.2724 2021-06-25 02:56:42,423 - mmaction - INFO - Epoch [129][1400/1879] lr: 3.075e-02, eta: 2 days, 12:05:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0629, loss: 2.0629, grad_norm: 3.2146 2021-06-25 02:57:27,186 - mmaction - INFO - Epoch [129][1420/1879] lr: 3.075e-02, eta: 2 days, 12:04:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7480, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.1744 2021-06-25 02:58:11,953 - mmaction - INFO - Epoch [129][1440/1879] lr: 3.075e-02, eta: 2 days, 12:03:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0469, loss: 2.0469, grad_norm: 3.2074 2021-06-25 02:58:56,666 - mmaction - INFO - Epoch [129][1460/1879] lr: 3.075e-02, eta: 2 days, 12:03:04, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7512, loss_cls: 2.0970, loss: 2.0970, grad_norm: 3.2664 2021-06-25 02:59:41,316 - mmaction - INFO - Epoch [129][1480/1879] lr: 3.075e-02, eta: 2 days, 12:02:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7637, loss_cls: 2.0220, loss: 2.0220, grad_norm: 3.1538 2021-06-25 03:00:26,093 - mmaction - INFO - Epoch [129][1500/1879] lr: 3.075e-02, eta: 2 days, 12:01:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.1080 2021-06-25 03:01:10,862 - mmaction - INFO - Epoch [129][1520/1879] lr: 3.075e-02, eta: 2 days, 12:00:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7551, loss_cls: 2.0691, loss: 2.0691, grad_norm: 3.2288 2021-06-25 03:01:55,666 - mmaction - INFO - Epoch [129][1540/1879] lr: 3.075e-02, eta: 2 days, 12:00:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5090, top5_acc: 0.7547, loss_cls: 2.0782, loss: 2.0782, grad_norm: 3.1914 2021-06-25 03:02:40,350 - mmaction - INFO - Epoch [129][1560/1879] lr: 3.075e-02, eta: 2 days, 11:59:20, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0893, loss: 2.0893, grad_norm: 3.1434 2021-06-25 03:03:25,136 - mmaction - INFO - Epoch [129][1580/1879] lr: 3.075e-02, eta: 2 days, 11:58:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7605, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.2124 2021-06-25 03:04:09,977 - mmaction - INFO - Epoch [129][1600/1879] lr: 3.075e-02, eta: 2 days, 11:57:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7523, loss_cls: 2.0722, loss: 2.0722, grad_norm: 3.1889 2021-06-25 03:04:54,685 - mmaction - INFO - Epoch [129][1620/1879] lr: 3.075e-02, eta: 2 days, 11:57:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7469, loss_cls: 2.1041, loss: 2.1041, grad_norm: 3.2534 2021-06-25 03:05:39,291 - mmaction - INFO - Epoch [129][1640/1879] lr: 3.075e-02, eta: 2 days, 11:56:20, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.3062 2021-06-25 03:06:23,996 - mmaction - INFO - Epoch [129][1660/1879] lr: 3.075e-02, eta: 2 days, 11:55:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5098, top5_acc: 0.7512, loss_cls: 2.1067, loss: 2.1067, grad_norm: 3.1978 2021-06-25 03:07:08,837 - mmaction - INFO - Epoch [129][1680/1879] lr: 3.075e-02, eta: 2 days, 11:54:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7512, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.1952 2021-06-25 03:07:53,623 - mmaction - INFO - Epoch [129][1700/1879] lr: 3.075e-02, eta: 2 days, 11:54:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7387, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.2781 2021-06-25 03:08:38,363 - mmaction - INFO - Epoch [129][1720/1879] lr: 3.075e-02, eta: 2 days, 11:53:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.2346 2021-06-25 03:09:23,023 - mmaction - INFO - Epoch [129][1740/1879] lr: 3.075e-02, eta: 2 days, 11:52:35, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.4902, top5_acc: 0.7488, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.2187 2021-06-25 03:10:07,712 - mmaction - INFO - Epoch [129][1760/1879] lr: 3.075e-02, eta: 2 days, 11:51:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5070, top5_acc: 0.7457, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.2052 2021-06-25 03:10:52,528 - mmaction - INFO - Epoch [129][1780/1879] lr: 3.075e-02, eta: 2 days, 11:51:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7445, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.2156 2021-06-25 03:11:37,404 - mmaction - INFO - Epoch [129][1800/1879] lr: 3.075e-02, eta: 2 days, 11:50:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7660, loss_cls: 2.0413, loss: 2.0413, grad_norm: 3.1444 2021-06-25 03:12:22,060 - mmaction - INFO - Epoch [129][1820/1879] lr: 3.075e-02, eta: 2 days, 11:49:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7684, loss_cls: 2.0334, loss: 2.0334, grad_norm: 3.1189 2021-06-25 03:13:06,743 - mmaction - INFO - Epoch [129][1840/1879] lr: 3.075e-02, eta: 2 days, 11:48:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.1757 2021-06-25 03:13:51,505 - mmaction - INFO - Epoch [129][1860/1879] lr: 3.075e-02, eta: 2 days, 11:48:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0061, loss: 2.0061, grad_norm: 3.1517 2021-06-25 03:14:34,534 - mmaction - INFO - Saving checkpoint at 129 epochs 2021-06-25 03:16:06,668 - mmaction - INFO - Epoch [130][20/1879] lr: 2.965e-02, eta: 2 days, 11:46:39, time: 4.584, data_time: 2.335, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7770, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.1353 2021-06-25 03:16:51,500 - mmaction - INFO - Epoch [130][40/1879] lr: 2.965e-02, eta: 2 days, 11:45:54, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7566, loss_cls: 2.0186, loss: 2.0186, grad_norm: 3.2159 2021-06-25 03:17:36,380 - mmaction - INFO - Epoch [130][60/1879] lr: 2.965e-02, eta: 2 days, 11:45:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5332, top5_acc: 0.7734, loss_cls: 1.9933, loss: 1.9933, grad_norm: 3.2318 2021-06-25 03:18:21,148 - mmaction - INFO - Epoch [130][80/1879] lr: 2.965e-02, eta: 2 days, 11:44:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.1984 2021-06-25 03:19:06,166 - mmaction - INFO - Epoch [130][100/1879] lr: 2.965e-02, eta: 2 days, 11:43:39, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7703, loss_cls: 2.0041, loss: 2.0041, grad_norm: 3.1849 2021-06-25 03:19:51,141 - mmaction - INFO - Epoch [130][120/1879] lr: 2.965e-02, eta: 2 days, 11:42:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7738, loss_cls: 1.9881, loss: 1.9881, grad_norm: 3.1892 2021-06-25 03:20:36,002 - mmaction - INFO - Epoch [130][140/1879] lr: 2.965e-02, eta: 2 days, 11:42:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7574, loss_cls: 2.0204, loss: 2.0204, grad_norm: 3.2586 2021-06-25 03:21:20,895 - mmaction - INFO - Epoch [130][160/1879] lr: 2.965e-02, eta: 2 days, 11:41:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0164, loss: 2.0164, grad_norm: 3.3229 2021-06-25 03:22:05,883 - mmaction - INFO - Epoch [130][180/1879] lr: 2.965e-02, eta: 2 days, 11:40:39, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7531, loss_cls: 2.0844, loss: 2.0844, grad_norm: 3.3104 2021-06-25 03:22:50,618 - mmaction - INFO - Epoch [130][200/1879] lr: 2.965e-02, eta: 2 days, 11:39:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7684, loss_cls: 2.0132, loss: 2.0132, grad_norm: 3.1814 2021-06-25 03:23:35,457 - mmaction - INFO - Epoch [130][220/1879] lr: 2.965e-02, eta: 2 days, 11:39:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.3535 2021-06-25 03:24:20,321 - mmaction - INFO - Epoch [130][240/1879] lr: 2.965e-02, eta: 2 days, 11:38:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7602, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.1456 2021-06-25 03:25:05,208 - mmaction - INFO - Epoch [130][260/1879] lr: 2.965e-02, eta: 2 days, 11:37:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7457, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.2884 2021-06-25 03:25:50,048 - mmaction - INFO - Epoch [130][280/1879] lr: 2.965e-02, eta: 2 days, 11:36:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7699, loss_cls: 1.9802, loss: 1.9802, grad_norm: 3.1594 2021-06-25 03:26:34,833 - mmaction - INFO - Epoch [130][300/1879] lr: 2.965e-02, eta: 2 days, 11:36:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7547, loss_cls: 2.0125, loss: 2.0125, grad_norm: 3.1385 2021-06-25 03:27:19,589 - mmaction - INFO - Epoch [130][320/1879] lr: 2.965e-02, eta: 2 days, 11:35:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0007, loss: 2.0007, grad_norm: 3.2786 2021-06-25 03:28:04,396 - mmaction - INFO - Epoch [130][340/1879] lr: 2.965e-02, eta: 2 days, 11:34:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7629, loss_cls: 2.0790, loss: 2.0790, grad_norm: 3.2868 2021-06-25 03:28:49,197 - mmaction - INFO - Epoch [130][360/1879] lr: 2.965e-02, eta: 2 days, 11:33:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7520, loss_cls: 2.0767, loss: 2.0767, grad_norm: 3.2098 2021-06-25 03:29:33,952 - mmaction - INFO - Epoch [130][380/1879] lr: 2.965e-02, eta: 2 days, 11:33:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7691, loss_cls: 1.9821, loss: 1.9821, grad_norm: 3.2001 2021-06-25 03:30:18,616 - mmaction - INFO - Epoch [130][400/1879] lr: 2.965e-02, eta: 2 days, 11:32:24, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7703, loss_cls: 2.0045, loss: 2.0045, grad_norm: 3.2065 2021-06-25 03:31:03,221 - mmaction - INFO - Epoch [130][420/1879] lr: 2.965e-02, eta: 2 days, 11:31:39, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7680, loss_cls: 2.0090, loss: 2.0090, grad_norm: 3.1678 2021-06-25 03:31:47,905 - mmaction - INFO - Epoch [130][440/1879] lr: 2.965e-02, eta: 2 days, 11:30:54, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7574, loss_cls: 2.0623, loss: 2.0623, grad_norm: 3.3078 2021-06-25 03:32:32,575 - mmaction - INFO - Epoch [130][460/1879] lr: 2.965e-02, eta: 2 days, 11:30:09, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7578, loss_cls: 2.0500, loss: 2.0500, grad_norm: 3.2900 2021-06-25 03:33:17,448 - mmaction - INFO - Epoch [130][480/1879] lr: 2.965e-02, eta: 2 days, 11:29:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7512, loss_cls: 2.1031, loss: 2.1031, grad_norm: 3.1647 2021-06-25 03:34:02,161 - mmaction - INFO - Epoch [130][500/1879] lr: 2.965e-02, eta: 2 days, 11:28:39, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7598, loss_cls: 2.0522, loss: 2.0522, grad_norm: 3.2520 2021-06-25 03:34:46,843 - mmaction - INFO - Epoch [130][520/1879] lr: 2.965e-02, eta: 2 days, 11:27:54, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7867, loss_cls: 1.9155, loss: 1.9155, grad_norm: 3.2890 2021-06-25 03:35:31,546 - mmaction - INFO - Epoch [130][540/1879] lr: 2.965e-02, eta: 2 days, 11:27:09, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7531, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.2501 2021-06-25 03:36:16,403 - mmaction - INFO - Epoch [130][560/1879] lr: 2.965e-02, eta: 2 days, 11:26:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0363, loss: 2.0363, grad_norm: 3.2469 2021-06-25 03:37:01,233 - mmaction - INFO - Epoch [130][580/1879] lr: 2.965e-02, eta: 2 days, 11:25:40, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7680, loss_cls: 1.9971, loss: 1.9971, grad_norm: 3.1850 2021-06-25 03:37:45,955 - mmaction - INFO - Epoch [130][600/1879] lr: 2.965e-02, eta: 2 days, 11:24:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7551, loss_cls: 2.0207, loss: 2.0207, grad_norm: 3.2474 2021-06-25 03:38:30,635 - mmaction - INFO - Epoch [130][620/1879] lr: 2.965e-02, eta: 2 days, 11:24:10, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7535, loss_cls: 2.0422, loss: 2.0422, grad_norm: 3.2040 2021-06-25 03:39:15,385 - mmaction - INFO - Epoch [130][640/1879] lr: 2.965e-02, eta: 2 days, 11:23:25, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7676, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.1742 2021-06-25 03:40:00,179 - mmaction - INFO - Epoch [130][660/1879] lr: 2.965e-02, eta: 2 days, 11:22:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5164, top5_acc: 0.7441, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.2026 2021-06-25 03:40:44,873 - mmaction - INFO - Epoch [130][680/1879] lr: 2.965e-02, eta: 2 days, 11:21:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7547, loss_cls: 2.0417, loss: 2.0417, grad_norm: 3.2372 2021-06-25 03:41:29,535 - mmaction - INFO - Epoch [130][700/1879] lr: 2.965e-02, eta: 2 days, 11:21:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7648, loss_cls: 2.0168, loss: 2.0168, grad_norm: 3.2782 2021-06-25 03:42:14,285 - mmaction - INFO - Epoch [130][720/1879] lr: 2.965e-02, eta: 2 days, 11:20:25, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7520, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.1764 2021-06-25 03:42:59,120 - mmaction - INFO - Epoch [130][740/1879] lr: 2.965e-02, eta: 2 days, 11:19:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7668, loss_cls: 1.9824, loss: 1.9824, grad_norm: 3.2878 2021-06-25 03:43:43,867 - mmaction - INFO - Epoch [130][760/1879] lr: 2.965e-02, eta: 2 days, 11:18:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9844, loss: 1.9844, grad_norm: 3.2133 2021-06-25 03:44:28,661 - mmaction - INFO - Epoch [130][780/1879] lr: 2.965e-02, eta: 2 days, 11:18:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7594, loss_cls: 2.0434, loss: 2.0434, grad_norm: 3.1768 2021-06-25 03:45:13,358 - mmaction - INFO - Epoch [130][800/1879] lr: 2.965e-02, eta: 2 days, 11:17:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7559, loss_cls: 2.0539, loss: 2.0539, grad_norm: 3.2809 2021-06-25 03:45:58,108 - mmaction - INFO - Epoch [130][820/1879] lr: 2.965e-02, eta: 2 days, 11:16:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0340, loss: 2.0340, grad_norm: 3.2327 2021-06-25 03:46:42,736 - mmaction - INFO - Epoch [130][840/1879] lr: 2.965e-02, eta: 2 days, 11:15:55, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7484, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.2544 2021-06-25 03:47:27,495 - mmaction - INFO - Epoch [130][860/1879] lr: 2.965e-02, eta: 2 days, 11:15:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 1.9962, loss: 1.9962, grad_norm: 3.1446 2021-06-25 03:48:12,196 - mmaction - INFO - Epoch [130][880/1879] lr: 2.965e-02, eta: 2 days, 11:14:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7492, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.1880 2021-06-25 03:48:56,940 - mmaction - INFO - Epoch [130][900/1879] lr: 2.965e-02, eta: 2 days, 11:13:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7637, loss_cls: 2.0550, loss: 2.0550, grad_norm: 3.3055 2021-06-25 03:49:41,723 - mmaction - INFO - Epoch [130][920/1879] lr: 2.965e-02, eta: 2 days, 11:12:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7582, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.3109 2021-06-25 03:50:26,563 - mmaction - INFO - Epoch [130][940/1879] lr: 2.965e-02, eta: 2 days, 11:12:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7629, loss_cls: 2.0635, loss: 2.0635, grad_norm: 3.2173 2021-06-25 03:51:11,440 - mmaction - INFO - Epoch [130][960/1879] lr: 2.965e-02, eta: 2 days, 11:11:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0996, loss: 2.0996, grad_norm: 3.2246 2021-06-25 03:51:56,205 - mmaction - INFO - Epoch [130][980/1879] lr: 2.965e-02, eta: 2 days, 11:10:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7586, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.2627 2021-06-25 03:52:41,146 - mmaction - INFO - Epoch [130][1000/1879] lr: 2.965e-02, eta: 2 days, 11:09:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7773, loss_cls: 1.9855, loss: 1.9855, grad_norm: 3.3236 2021-06-25 03:53:25,967 - mmaction - INFO - Epoch [130][1020/1879] lr: 2.965e-02, eta: 2 days, 11:09:10, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7500, loss_cls: 2.0631, loss: 2.0631, grad_norm: 3.3139 2021-06-25 03:54:10,774 - mmaction - INFO - Epoch [130][1040/1879] lr: 2.965e-02, eta: 2 days, 11:08:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7578, loss_cls: 2.0324, loss: 2.0324, grad_norm: 3.2087 2021-06-25 03:54:55,359 - mmaction - INFO - Epoch [130][1060/1879] lr: 2.965e-02, eta: 2 days, 11:07:40, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7492, loss_cls: 2.1112, loss: 2.1112, grad_norm: 3.2524 2021-06-25 03:55:40,089 - mmaction - INFO - Epoch [130][1080/1879] lr: 2.965e-02, eta: 2 days, 11:06:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7621, loss_cls: 2.0563, loss: 2.0563, grad_norm: 3.1912 2021-06-25 03:56:24,822 - mmaction - INFO - Epoch [130][1100/1879] lr: 2.965e-02, eta: 2 days, 11:06:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7680, loss_cls: 2.0308, loss: 2.0308, grad_norm: 3.2010 2021-06-25 03:57:09,461 - mmaction - INFO - Epoch [130][1120/1879] lr: 2.965e-02, eta: 2 days, 11:05:25, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7703, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.2677 2021-06-25 03:57:54,247 - mmaction - INFO - Epoch [130][1140/1879] lr: 2.965e-02, eta: 2 days, 11:04:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7457, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.2065 2021-06-25 03:58:38,903 - mmaction - INFO - Epoch [130][1160/1879] lr: 2.965e-02, eta: 2 days, 11:03:55, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7594, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.3153 2021-06-25 03:59:23,685 - mmaction - INFO - Epoch [130][1180/1879] lr: 2.965e-02, eta: 2 days, 11:03:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7520, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.3397 2021-06-25 04:00:08,577 - mmaction - INFO - Epoch [130][1200/1879] lr: 2.965e-02, eta: 2 days, 11:02:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.2841 2021-06-25 04:00:53,289 - mmaction - INFO - Epoch [130][1220/1879] lr: 2.965e-02, eta: 2 days, 11:01:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5035, top5_acc: 0.7418, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.2353 2021-06-25 04:01:38,041 - mmaction - INFO - Epoch [130][1240/1879] lr: 2.965e-02, eta: 2 days, 11:00:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7605, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.1790 2021-06-25 04:02:22,783 - mmaction - INFO - Epoch [130][1260/1879] lr: 2.965e-02, eta: 2 days, 11:00:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7660, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.1944 2021-06-25 04:03:07,640 - mmaction - INFO - Epoch [130][1280/1879] lr: 2.965e-02, eta: 2 days, 10:59:25, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5051, top5_acc: 0.7641, loss_cls: 2.0456, loss: 2.0456, grad_norm: 3.2127 2021-06-25 04:03:52,429 - mmaction - INFO - Epoch [130][1300/1879] lr: 2.965e-02, eta: 2 days, 10:58:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5137, top5_acc: 0.7531, loss_cls: 2.0623, loss: 2.0623, grad_norm: 3.1955 2021-06-25 04:04:37,107 - mmaction - INFO - Epoch [130][1320/1879] lr: 2.965e-02, eta: 2 days, 10:57:55, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7574, loss_cls: 2.0466, loss: 2.0466, grad_norm: 3.2281 2021-06-25 04:05:21,841 - mmaction - INFO - Epoch [130][1340/1879] lr: 2.965e-02, eta: 2 days, 10:57:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0610, loss: 2.0610, grad_norm: 3.2196 2021-06-25 04:06:06,498 - mmaction - INFO - Epoch [130][1360/1879] lr: 2.965e-02, eta: 2 days, 10:56:25, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7699, loss_cls: 2.0147, loss: 2.0147, grad_norm: 3.2557 2021-06-25 04:06:51,170 - mmaction - INFO - Epoch [130][1380/1879] lr: 2.965e-02, eta: 2 days, 10:55:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5367, top5_acc: 0.7668, loss_cls: 2.0307, loss: 2.0307, grad_norm: 3.1258 2021-06-25 04:07:35,844 - mmaction - INFO - Epoch [130][1400/1879] lr: 2.965e-02, eta: 2 days, 10:54:55, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7598, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.2093 2021-06-25 04:08:20,552 - mmaction - INFO - Epoch [130][1420/1879] lr: 2.965e-02, eta: 2 days, 10:54:10, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7645, loss_cls: 2.0345, loss: 2.0345, grad_norm: 3.1983 2021-06-25 04:09:05,207 - mmaction - INFO - Epoch [130][1440/1879] lr: 2.965e-02, eta: 2 days, 10:53:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7574, loss_cls: 2.0367, loss: 2.0367, grad_norm: 3.2211 2021-06-25 04:09:50,047 - mmaction - INFO - Epoch [130][1460/1879] lr: 2.965e-02, eta: 2 days, 10:52:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.2080 2021-06-25 04:10:34,794 - mmaction - INFO - Epoch [130][1480/1879] lr: 2.965e-02, eta: 2 days, 10:51:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.2619 2021-06-25 04:11:19,556 - mmaction - INFO - Epoch [130][1500/1879] lr: 2.965e-02, eta: 2 days, 10:51:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7508, loss_cls: 2.0454, loss: 2.0454, grad_norm: 3.2270 2021-06-25 04:12:04,256 - mmaction - INFO - Epoch [130][1520/1879] lr: 2.965e-02, eta: 2 days, 10:50:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7414, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.2642 2021-06-25 04:12:49,124 - mmaction - INFO - Epoch [130][1540/1879] lr: 2.965e-02, eta: 2 days, 10:49:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0230, loss: 2.0230, grad_norm: 3.2038 2021-06-25 04:13:34,014 - mmaction - INFO - Epoch [130][1560/1879] lr: 2.965e-02, eta: 2 days, 10:48:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7520, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.2256 2021-06-25 04:14:18,815 - mmaction - INFO - Epoch [130][1580/1879] lr: 2.965e-02, eta: 2 days, 10:48:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7590, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.2791 2021-06-25 04:15:03,550 - mmaction - INFO - Epoch [130][1600/1879] lr: 2.965e-02, eta: 2 days, 10:47:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0332, loss: 2.0332, grad_norm: 3.1608 2021-06-25 04:15:48,243 - mmaction - INFO - Epoch [130][1620/1879] lr: 2.965e-02, eta: 2 days, 10:46:40, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7652, loss_cls: 2.0626, loss: 2.0626, grad_norm: 3.2056 2021-06-25 04:16:32,887 - mmaction - INFO - Epoch [130][1640/1879] lr: 2.965e-02, eta: 2 days, 10:45:55, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7508, loss_cls: 2.0832, loss: 2.0832, grad_norm: 3.2554 2021-06-25 04:17:17,617 - mmaction - INFO - Epoch [130][1660/1879] lr: 2.965e-02, eta: 2 days, 10:45:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7566, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.2024 2021-06-25 04:18:02,335 - mmaction - INFO - Epoch [130][1680/1879] lr: 2.965e-02, eta: 2 days, 10:44:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7598, loss_cls: 2.0439, loss: 2.0439, grad_norm: 3.2599 2021-06-25 04:18:47,042 - mmaction - INFO - Epoch [130][1700/1879] lr: 2.965e-02, eta: 2 days, 10:43:40, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0192, loss: 2.0192, grad_norm: 3.1207 2021-06-25 04:19:31,847 - mmaction - INFO - Epoch [130][1720/1879] lr: 2.965e-02, eta: 2 days, 10:42:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7566, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.2045 2021-06-25 04:20:16,569 - mmaction - INFO - Epoch [130][1740/1879] lr: 2.965e-02, eta: 2 days, 10:42:10, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7520, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.1787 2021-06-25 04:21:01,337 - mmaction - INFO - Epoch [130][1760/1879] lr: 2.965e-02, eta: 2 days, 10:41:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7566, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.2197 2021-06-25 04:21:45,975 - mmaction - INFO - Epoch [130][1780/1879] lr: 2.965e-02, eta: 2 days, 10:40:40, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.3697 2021-06-25 04:22:30,676 - mmaction - INFO - Epoch [130][1800/1879] lr: 2.965e-02, eta: 2 days, 10:39:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7535, loss_cls: 2.0529, loss: 2.0529, grad_norm: 3.1833 2021-06-25 04:23:15,336 - mmaction - INFO - Epoch [130][1820/1879] lr: 2.965e-02, eta: 2 days, 10:39:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7602, loss_cls: 2.0228, loss: 2.0228, grad_norm: 3.1522 2021-06-25 04:24:00,121 - mmaction - INFO - Epoch [130][1840/1879] lr: 2.965e-02, eta: 2 days, 10:38:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7645, loss_cls: 2.0155, loss: 2.0155, grad_norm: 3.1574 2021-06-25 04:24:44,870 - mmaction - INFO - Epoch [130][1860/1879] lr: 2.965e-02, eta: 2 days, 10:37:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7496, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.2944 2021-06-25 04:25:27,877 - mmaction - INFO - Saving checkpoint at 130 epochs 2021-06-25 04:26:59,548 - mmaction - INFO - Epoch [131][20/1879] lr: 2.858e-02, eta: 2 days, 10:36:14, time: 4.541, data_time: 2.195, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0305, loss: 2.0305, grad_norm: 3.2847 2021-06-25 04:27:44,386 - mmaction - INFO - Epoch [131][40/1879] lr: 2.858e-02, eta: 2 days, 10:35:29, time: 2.246, data_time: 0.007, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7652, loss_cls: 1.9969, loss: 1.9969, grad_norm: 3.2019 2021-06-25 04:28:29,258 - mmaction - INFO - Epoch [131][60/1879] lr: 2.858e-02, eta: 2 days, 10:34:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7730, loss_cls: 2.0059, loss: 2.0059, grad_norm: 3.2272 2021-06-25 04:29:14,095 - mmaction - INFO - Epoch [131][80/1879] lr: 2.858e-02, eta: 2 days, 10:33:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7637, loss_cls: 2.0328, loss: 2.0328, grad_norm: 3.2951 2021-06-25 04:29:59,070 - mmaction - INFO - Epoch [131][100/1879] lr: 2.858e-02, eta: 2 days, 10:33:14, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0131, loss: 2.0131, grad_norm: 3.2827 2021-06-25 04:30:43,896 - mmaction - INFO - Epoch [131][120/1879] lr: 2.858e-02, eta: 2 days, 10:32:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7672, loss_cls: 1.9797, loss: 1.9797, grad_norm: 3.1709 2021-06-25 04:31:28,832 - mmaction - INFO - Epoch [131][140/1879] lr: 2.858e-02, eta: 2 days, 10:31:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7707, loss_cls: 1.9818, loss: 1.9818, grad_norm: 3.2798 2021-06-25 04:32:13,782 - mmaction - INFO - Epoch [131][160/1879] lr: 2.858e-02, eta: 2 days, 10:30:59, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7730, loss_cls: 2.0214, loss: 2.0214, grad_norm: 3.2472 2021-06-25 04:32:58,698 - mmaction - INFO - Epoch [131][180/1879] lr: 2.858e-02, eta: 2 days, 10:30:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1034, loss: 2.1034, grad_norm: 3.3318 2021-06-25 04:33:43,543 - mmaction - INFO - Epoch [131][200/1879] lr: 2.858e-02, eta: 2 days, 10:29:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7648, loss_cls: 1.9838, loss: 1.9838, grad_norm: 3.2478 2021-06-25 04:34:28,237 - mmaction - INFO - Epoch [131][220/1879] lr: 2.858e-02, eta: 2 days, 10:28:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0467, loss: 2.0467, grad_norm: 3.2483 2021-06-25 04:35:13,121 - mmaction - INFO - Epoch [131][240/1879] lr: 2.858e-02, eta: 2 days, 10:27:59, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0476, loss: 2.0476, grad_norm: 3.2824 2021-06-25 04:35:57,855 - mmaction - INFO - Epoch [131][260/1879] lr: 2.858e-02, eta: 2 days, 10:27:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7602, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.2475 2021-06-25 04:36:42,583 - mmaction - INFO - Epoch [131][280/1879] lr: 2.858e-02, eta: 2 days, 10:26:29, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7562, loss_cls: 2.0636, loss: 2.0636, grad_norm: 3.2078 2021-06-25 04:37:27,511 - mmaction - INFO - Epoch [131][300/1879] lr: 2.858e-02, eta: 2 days, 10:25:45, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7738, loss_cls: 1.9858, loss: 1.9858, grad_norm: 3.3454 2021-06-25 04:38:12,279 - mmaction - INFO - Epoch [131][320/1879] lr: 2.858e-02, eta: 2 days, 10:25:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.3353 2021-06-25 04:38:57,094 - mmaction - INFO - Epoch [131][340/1879] lr: 2.858e-02, eta: 2 days, 10:24:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.2417 2021-06-25 04:39:42,052 - mmaction - INFO - Epoch [131][360/1879] lr: 2.858e-02, eta: 2 days, 10:23:30, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7754, loss_cls: 2.0186, loss: 2.0186, grad_norm: 3.2319 2021-06-25 04:40:26,795 - mmaction - INFO - Epoch [131][380/1879] lr: 2.858e-02, eta: 2 days, 10:22:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7738, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.2822 2021-06-25 04:41:11,547 - mmaction - INFO - Epoch [131][400/1879] lr: 2.858e-02, eta: 2 days, 10:22:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7711, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.2127 2021-06-25 04:41:56,355 - mmaction - INFO - Epoch [131][420/1879] lr: 2.858e-02, eta: 2 days, 10:21:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.8909, loss: 1.8909, grad_norm: 3.2275 2021-06-25 04:42:41,090 - mmaction - INFO - Epoch [131][440/1879] lr: 2.858e-02, eta: 2 days, 10:20:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7629, loss_cls: 2.0558, loss: 2.0558, grad_norm: 3.2245 2021-06-25 04:43:25,934 - mmaction - INFO - Epoch [131][460/1879] lr: 2.858e-02, eta: 2 days, 10:19:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7727, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.2599 2021-06-25 04:44:10,732 - mmaction - INFO - Epoch [131][480/1879] lr: 2.858e-02, eta: 2 days, 10:19:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0609, loss: 2.0609, grad_norm: 3.2690 2021-06-25 04:44:55,405 - mmaction - INFO - Epoch [131][500/1879] lr: 2.858e-02, eta: 2 days, 10:18:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 2.0051, loss: 2.0051, grad_norm: 3.1747 2021-06-25 04:45:40,161 - mmaction - INFO - Epoch [131][520/1879] lr: 2.858e-02, eta: 2 days, 10:17:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7656, loss_cls: 2.0117, loss: 2.0117, grad_norm: 3.1981 2021-06-25 04:46:24,901 - mmaction - INFO - Epoch [131][540/1879] lr: 2.858e-02, eta: 2 days, 10:16:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7613, loss_cls: 2.0009, loss: 2.0009, grad_norm: 3.3115 2021-06-25 04:47:09,812 - mmaction - INFO - Epoch [131][560/1879] lr: 2.858e-02, eta: 2 days, 10:16:00, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7613, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.2883 2021-06-25 04:47:54,678 - mmaction - INFO - Epoch [131][580/1879] lr: 2.858e-02, eta: 2 days, 10:15:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7637, loss_cls: 2.0129, loss: 2.0129, grad_norm: 3.3348 2021-06-25 04:48:39,365 - mmaction - INFO - Epoch [131][600/1879] lr: 2.858e-02, eta: 2 days, 10:14:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 1.9890, loss: 1.9890, grad_norm: 3.2710 2021-06-25 04:49:24,166 - mmaction - INFO - Epoch [131][620/1879] lr: 2.858e-02, eta: 2 days, 10:13:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7660, loss_cls: 2.0219, loss: 2.0219, grad_norm: 3.1934 2021-06-25 04:50:08,893 - mmaction - INFO - Epoch [131][640/1879] lr: 2.858e-02, eta: 2 days, 10:13:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7676, loss_cls: 1.9931, loss: 1.9931, grad_norm: 3.2836 2021-06-25 04:50:53,617 - mmaction - INFO - Epoch [131][660/1879] lr: 2.858e-02, eta: 2 days, 10:12:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7871, loss_cls: 1.9036, loss: 1.9036, grad_norm: 3.3070 2021-06-25 04:51:38,378 - mmaction - INFO - Epoch [131][680/1879] lr: 2.858e-02, eta: 2 days, 10:11:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7621, loss_cls: 2.0460, loss: 2.0460, grad_norm: 3.2657 2021-06-25 04:52:23,046 - mmaction - INFO - Epoch [131][700/1879] lr: 2.858e-02, eta: 2 days, 10:10:45, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7598, loss_cls: 2.0718, loss: 2.0718, grad_norm: 3.3591 2021-06-25 04:53:07,931 - mmaction - INFO - Epoch [131][720/1879] lr: 2.858e-02, eta: 2 days, 10:10:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7633, loss_cls: 2.0281, loss: 2.0281, grad_norm: 3.2869 2021-06-25 04:53:52,750 - mmaction - INFO - Epoch [131][740/1879] lr: 2.858e-02, eta: 2 days, 10:09:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7629, loss_cls: 2.0521, loss: 2.0521, grad_norm: 3.3817 2021-06-25 04:54:37,349 - mmaction - INFO - Epoch [131][760/1879] lr: 2.858e-02, eta: 2 days, 10:08:30, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7520, loss_cls: 2.1065, loss: 2.1065, grad_norm: 3.3066 2021-06-25 04:55:22,096 - mmaction - INFO - Epoch [131][780/1879] lr: 2.858e-02, eta: 2 days, 10:07:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7566, loss_cls: 2.0417, loss: 2.0417, grad_norm: 3.3546 2021-06-25 04:56:06,775 - mmaction - INFO - Epoch [131][800/1879] lr: 2.858e-02, eta: 2 days, 10:07:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.2012 2021-06-25 04:56:51,313 - mmaction - INFO - Epoch [131][820/1879] lr: 2.858e-02, eta: 2 days, 10:06:15, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0479, loss: 2.0479, grad_norm: 3.2375 2021-06-25 04:57:36,009 - mmaction - INFO - Epoch [131][840/1879] lr: 2.858e-02, eta: 2 days, 10:05:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7465, loss_cls: 2.0800, loss: 2.0800, grad_norm: 3.2190 2021-06-25 04:58:20,756 - mmaction - INFO - Epoch [131][860/1879] lr: 2.858e-02, eta: 2 days, 10:04:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7570, loss_cls: 2.0141, loss: 2.0141, grad_norm: 3.2835 2021-06-25 04:59:05,484 - mmaction - INFO - Epoch [131][880/1879] lr: 2.858e-02, eta: 2 days, 10:04:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7648, loss_cls: 2.0080, loss: 2.0080, grad_norm: 3.2408 2021-06-25 04:59:50,144 - mmaction - INFO - Epoch [131][900/1879] lr: 2.858e-02, eta: 2 days, 10:03:15, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7535, loss_cls: 2.0551, loss: 2.0551, grad_norm: 3.3589 2021-06-25 05:00:34,958 - mmaction - INFO - Epoch [131][920/1879] lr: 2.858e-02, eta: 2 days, 10:02:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7449, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.3660 2021-06-25 05:01:19,760 - mmaction - INFO - Epoch [131][940/1879] lr: 2.858e-02, eta: 2 days, 10:01:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7633, loss_cls: 2.0508, loss: 2.0508, grad_norm: 3.2980 2021-06-25 05:02:04,700 - mmaction - INFO - Epoch [131][960/1879] lr: 2.858e-02, eta: 2 days, 10:01:00, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7570, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.1540 2021-06-25 05:02:49,430 - mmaction - INFO - Epoch [131][980/1879] lr: 2.858e-02, eta: 2 days, 10:00:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 1.9769, loss: 1.9769, grad_norm: 3.2160 2021-06-25 05:03:34,206 - mmaction - INFO - Epoch [131][1000/1879] lr: 2.858e-02, eta: 2 days, 9:59:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7633, loss_cls: 2.0175, loss: 2.0175, grad_norm: 3.2686 2021-06-25 05:04:19,104 - mmaction - INFO - Epoch [131][1020/1879] lr: 2.858e-02, eta: 2 days, 9:58:45, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7598, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.2776 2021-06-25 05:05:03,898 - mmaction - INFO - Epoch [131][1040/1879] lr: 2.858e-02, eta: 2 days, 9:58:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7594, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.1805 2021-06-25 05:05:48,626 - mmaction - INFO - Epoch [131][1060/1879] lr: 2.858e-02, eta: 2 days, 9:57:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0080, loss: 2.0080, grad_norm: 3.2979 2021-06-25 05:06:33,334 - mmaction - INFO - Epoch [131][1080/1879] lr: 2.858e-02, eta: 2 days, 9:56:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0101, loss: 2.0101, grad_norm: 3.4198 2021-06-25 05:07:18,211 - mmaction - INFO - Epoch [131][1100/1879] lr: 2.858e-02, eta: 2 days, 9:55:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7688, loss_cls: 1.9707, loss: 1.9707, grad_norm: 3.2848 2021-06-25 05:08:02,957 - mmaction - INFO - Epoch [131][1120/1879] lr: 2.858e-02, eta: 2 days, 9:55:00, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7676, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.3874 2021-06-25 05:08:47,670 - mmaction - INFO - Epoch [131][1140/1879] lr: 2.858e-02, eta: 2 days, 9:54:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7547, loss_cls: 2.0757, loss: 2.0757, grad_norm: 3.2595 2021-06-25 05:09:32,396 - mmaction - INFO - Epoch [131][1160/1879] lr: 2.858e-02, eta: 2 days, 9:53:30, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7637, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.3729 2021-06-25 05:10:17,226 - mmaction - INFO - Epoch [131][1180/1879] lr: 2.858e-02, eta: 2 days, 9:52:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7527, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.3731 2021-06-25 05:11:01,978 - mmaction - INFO - Epoch [131][1200/1879] lr: 2.858e-02, eta: 2 days, 9:52:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0023, loss: 2.0023, grad_norm: 3.2396 2021-06-25 05:11:46,701 - mmaction - INFO - Epoch [131][1220/1879] lr: 2.858e-02, eta: 2 days, 9:51:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7598, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.2889 2021-06-25 05:12:31,444 - mmaction - INFO - Epoch [131][1240/1879] lr: 2.858e-02, eta: 2 days, 9:50:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5074, top5_acc: 0.7645, loss_cls: 2.0766, loss: 2.0766, grad_norm: 3.3643 2021-06-25 05:13:16,325 - mmaction - INFO - Epoch [131][1260/1879] lr: 2.858e-02, eta: 2 days, 9:49:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7504, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.3080 2021-06-25 05:14:00,999 - mmaction - INFO - Epoch [131][1280/1879] lr: 2.858e-02, eta: 2 days, 9:49:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7805, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.2343 2021-06-25 05:14:45,682 - mmaction - INFO - Epoch [131][1300/1879] lr: 2.858e-02, eta: 2 days, 9:48:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.2407 2021-06-25 05:15:30,442 - mmaction - INFO - Epoch [131][1320/1879] lr: 2.858e-02, eta: 2 days, 9:47:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7543, loss_cls: 2.0499, loss: 2.0499, grad_norm: 3.2908 2021-06-25 05:16:15,148 - mmaction - INFO - Epoch [131][1340/1879] lr: 2.858e-02, eta: 2 days, 9:46:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7629, loss_cls: 2.0332, loss: 2.0332, grad_norm: 3.2673 2021-06-25 05:17:00,008 - mmaction - INFO - Epoch [131][1360/1879] lr: 2.858e-02, eta: 2 days, 9:46:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7586, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.2639 2021-06-25 05:17:44,735 - mmaction - INFO - Epoch [131][1380/1879] lr: 2.858e-02, eta: 2 days, 9:45:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7543, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.2973 2021-06-25 05:18:29,389 - mmaction - INFO - Epoch [131][1400/1879] lr: 2.858e-02, eta: 2 days, 9:44:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7645, loss_cls: 2.0832, loss: 2.0832, grad_norm: 3.1836 2021-06-25 05:19:14,052 - mmaction - INFO - Epoch [131][1420/1879] lr: 2.858e-02, eta: 2 days, 9:43:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5129, top5_acc: 0.7609, loss_cls: 2.0548, loss: 2.0548, grad_norm: 3.3074 2021-06-25 05:19:58,852 - mmaction - INFO - Epoch [131][1440/1879] lr: 2.858e-02, eta: 2 days, 9:43:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7473, loss_cls: 2.0869, loss: 2.0869, grad_norm: 3.3287 2021-06-25 05:20:43,617 - mmaction - INFO - Epoch [131][1460/1879] lr: 2.858e-02, eta: 2 days, 9:42:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7488, loss_cls: 2.0677, loss: 2.0677, grad_norm: 3.3336 2021-06-25 05:21:28,268 - mmaction - INFO - Epoch [131][1480/1879] lr: 2.858e-02, eta: 2 days, 9:41:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7551, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.2956 2021-06-25 05:22:12,923 - mmaction - INFO - Epoch [131][1500/1879] lr: 2.858e-02, eta: 2 days, 9:40:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7629, loss_cls: 2.0371, loss: 2.0371, grad_norm: 3.2757 2021-06-25 05:22:57,838 - mmaction - INFO - Epoch [131][1520/1879] lr: 2.858e-02, eta: 2 days, 9:40:01, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7805, loss_cls: 1.9636, loss: 1.9636, grad_norm: 3.1831 2021-06-25 05:23:42,731 - mmaction - INFO - Epoch [131][1540/1879] lr: 2.858e-02, eta: 2 days, 9:39:16, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7586, loss_cls: 2.0232, loss: 2.0232, grad_norm: 3.3185 2021-06-25 05:24:27,568 - mmaction - INFO - Epoch [131][1560/1879] lr: 2.858e-02, eta: 2 days, 9:38:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.3057 2021-06-25 05:25:12,254 - mmaction - INFO - Epoch [131][1580/1879] lr: 2.858e-02, eta: 2 days, 9:37:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7590, loss_cls: 2.0250, loss: 2.0250, grad_norm: 3.2168 2021-06-25 05:25:57,093 - mmaction - INFO - Epoch [131][1600/1879] lr: 2.858e-02, eta: 2 days, 9:37:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7566, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.3060 2021-06-25 05:26:41,824 - mmaction - INFO - Epoch [131][1620/1879] lr: 2.858e-02, eta: 2 days, 9:36:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7723, loss_cls: 1.9719, loss: 1.9719, grad_norm: 3.2837 2021-06-25 05:27:26,550 - mmaction - INFO - Epoch [131][1640/1879] lr: 2.858e-02, eta: 2 days, 9:35:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7512, loss_cls: 2.0432, loss: 2.0432, grad_norm: 3.3007 2021-06-25 05:28:11,260 - mmaction - INFO - Epoch [131][1660/1879] lr: 2.858e-02, eta: 2 days, 9:34:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7547, loss_cls: 2.0690, loss: 2.0690, grad_norm: 3.2158 2021-06-25 05:28:56,044 - mmaction - INFO - Epoch [131][1680/1879] lr: 2.858e-02, eta: 2 days, 9:34:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7672, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.4397 2021-06-25 05:29:40,736 - mmaction - INFO - Epoch [131][1700/1879] lr: 2.858e-02, eta: 2 days, 9:33:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7574, loss_cls: 2.0699, loss: 2.0699, grad_norm: 3.1744 2021-06-25 05:30:25,564 - mmaction - INFO - Epoch [131][1720/1879] lr: 2.858e-02, eta: 2 days, 9:32:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0240, loss: 2.0240, grad_norm: 3.3232 2021-06-25 05:31:10,177 - mmaction - INFO - Epoch [131][1740/1879] lr: 2.858e-02, eta: 2 days, 9:31:46, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5113, top5_acc: 0.7477, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.2445 2021-06-25 05:31:54,915 - mmaction - INFO - Epoch [131][1760/1879] lr: 2.858e-02, eta: 2 days, 9:31:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7582, loss_cls: 2.0385, loss: 2.0385, grad_norm: 3.2732 2021-06-25 05:32:39,747 - mmaction - INFO - Epoch [131][1780/1879] lr: 2.858e-02, eta: 2 days, 9:30:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7512, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.2149 2021-06-25 05:33:24,500 - mmaction - INFO - Epoch [131][1800/1879] lr: 2.858e-02, eta: 2 days, 9:29:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7637, loss_cls: 2.0190, loss: 2.0190, grad_norm: 3.3000 2021-06-25 05:34:09,255 - mmaction - INFO - Epoch [131][1820/1879] lr: 2.858e-02, eta: 2 days, 9:28:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7613, loss_cls: 1.9795, loss: 1.9795, grad_norm: 3.3013 2021-06-25 05:34:54,009 - mmaction - INFO - Epoch [131][1840/1879] lr: 2.858e-02, eta: 2 days, 9:28:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7789, loss_cls: 2.0237, loss: 2.0237, grad_norm: 3.2819 2021-06-25 05:35:38,772 - mmaction - INFO - Epoch [131][1860/1879] lr: 2.858e-02, eta: 2 days, 9:27:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.3074 2021-06-25 05:36:21,950 - mmaction - INFO - Saving checkpoint at 131 epochs 2021-06-25 05:37:53,517 - mmaction - INFO - Epoch [132][20/1879] lr: 2.752e-02, eta: 2 days, 9:25:50, time: 4.545, data_time: 2.290, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7598, loss_cls: 1.9934, loss: 1.9934, grad_norm: 3.1612 2021-06-25 05:38:38,336 - mmaction - INFO - Epoch [132][40/1879] lr: 2.752e-02, eta: 2 days, 9:25:05, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 2.0089, loss: 2.0089, grad_norm: 3.2530 2021-06-25 05:39:23,218 - mmaction - INFO - Epoch [132][60/1879] lr: 2.752e-02, eta: 2 days, 9:24:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7789, loss_cls: 1.9081, loss: 1.9081, grad_norm: 3.2688 2021-06-25 05:40:08,173 - mmaction - INFO - Epoch [132][80/1879] lr: 2.752e-02, eta: 2 days, 9:23:35, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7762, loss_cls: 1.9903, loss: 1.9903, grad_norm: 3.3467 2021-06-25 05:40:53,162 - mmaction - INFO - Epoch [132][100/1879] lr: 2.752e-02, eta: 2 days, 9:22:50, time: 2.250, data_time: 0.002, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7742, loss_cls: 1.9489, loss: 1.9489, grad_norm: 3.1747 2021-06-25 05:41:37,958 - mmaction - INFO - Epoch [132][120/1879] lr: 2.752e-02, eta: 2 days, 9:22:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7609, loss_cls: 2.0218, loss: 2.0218, grad_norm: 3.2754 2021-06-25 05:42:22,871 - mmaction - INFO - Epoch [132][140/1879] lr: 2.752e-02, eta: 2 days, 9:21:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7672, loss_cls: 2.0024, loss: 2.0024, grad_norm: 3.2316 2021-06-25 05:43:07,651 - mmaction - INFO - Epoch [132][160/1879] lr: 2.752e-02, eta: 2 days, 9:20:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7723, loss_cls: 1.9898, loss: 1.9898, grad_norm: 3.3505 2021-06-25 05:43:52,544 - mmaction - INFO - Epoch [132][180/1879] lr: 2.752e-02, eta: 2 days, 9:19:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7551, loss_cls: 2.0198, loss: 2.0198, grad_norm: 3.2096 2021-06-25 05:44:37,451 - mmaction - INFO - Epoch [132][200/1879] lr: 2.752e-02, eta: 2 days, 9:19:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.2174 2021-06-25 05:45:22,379 - mmaction - INFO - Epoch [132][220/1879] lr: 2.752e-02, eta: 2 days, 9:18:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0348, loss: 2.0348, grad_norm: 3.3687 2021-06-25 05:46:07,177 - mmaction - INFO - Epoch [132][240/1879] lr: 2.752e-02, eta: 2 days, 9:17:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7668, loss_cls: 2.0061, loss: 2.0061, grad_norm: 3.3587 2021-06-25 05:46:52,033 - mmaction - INFO - Epoch [132][260/1879] lr: 2.752e-02, eta: 2 days, 9:16:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7719, loss_cls: 1.9720, loss: 1.9720, grad_norm: 3.2135 2021-06-25 05:47:36,838 - mmaction - INFO - Epoch [132][280/1879] lr: 2.752e-02, eta: 2 days, 9:16:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0015, loss: 2.0015, grad_norm: 3.3260 2021-06-25 05:48:21,494 - mmaction - INFO - Epoch [132][300/1879] lr: 2.752e-02, eta: 2 days, 9:15:20, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7656, loss_cls: 2.0010, loss: 2.0010, grad_norm: 3.2404 2021-06-25 05:49:06,330 - mmaction - INFO - Epoch [132][320/1879] lr: 2.752e-02, eta: 2 days, 9:14:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7664, loss_cls: 2.0173, loss: 2.0173, grad_norm: 3.2183 2021-06-25 05:49:51,130 - mmaction - INFO - Epoch [132][340/1879] lr: 2.752e-02, eta: 2 days, 9:13:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7684, loss_cls: 2.0152, loss: 2.0152, grad_norm: 3.2692 2021-06-25 05:50:35,941 - mmaction - INFO - Epoch [132][360/1879] lr: 2.752e-02, eta: 2 days, 9:13:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7672, loss_cls: 1.9991, loss: 1.9991, grad_norm: 3.2922 2021-06-25 05:51:20,640 - mmaction - INFO - Epoch [132][380/1879] lr: 2.752e-02, eta: 2 days, 9:12:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7621, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.2880 2021-06-25 05:52:05,410 - mmaction - INFO - Epoch [132][400/1879] lr: 2.752e-02, eta: 2 days, 9:11:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 1.9881, loss: 1.9881, grad_norm: 3.2852 2021-06-25 05:52:50,239 - mmaction - INFO - Epoch [132][420/1879] lr: 2.752e-02, eta: 2 days, 9:10:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7625, loss_cls: 2.0390, loss: 2.0390, grad_norm: 3.3583 2021-06-25 05:53:35,013 - mmaction - INFO - Epoch [132][440/1879] lr: 2.752e-02, eta: 2 days, 9:10:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0426, loss: 2.0426, grad_norm: 3.3590 2021-06-25 05:54:19,754 - mmaction - INFO - Epoch [132][460/1879] lr: 2.752e-02, eta: 2 days, 9:09:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7672, loss_cls: 1.9381, loss: 1.9381, grad_norm: 3.2616 2021-06-25 05:55:04,488 - mmaction - INFO - Epoch [132][480/1879] lr: 2.752e-02, eta: 2 days, 9:08:36, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7742, loss_cls: 2.0106, loss: 2.0106, grad_norm: 3.2856 2021-06-25 05:55:49,355 - mmaction - INFO - Epoch [132][500/1879] lr: 2.752e-02, eta: 2 days, 9:07:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7730, loss_cls: 1.9988, loss: 1.9988, grad_norm: 3.3453 2021-06-25 05:56:34,186 - mmaction - INFO - Epoch [132][520/1879] lr: 2.752e-02, eta: 2 days, 9:07:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7711, loss_cls: 2.0062, loss: 2.0062, grad_norm: 3.3232 2021-06-25 05:57:18,935 - mmaction - INFO - Epoch [132][540/1879] lr: 2.752e-02, eta: 2 days, 9:06:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9694, loss: 1.9694, grad_norm: 3.2498 2021-06-25 05:58:03,738 - mmaction - INFO - Epoch [132][560/1879] lr: 2.752e-02, eta: 2 days, 9:05:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7742, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.4135 2021-06-25 05:58:48,409 - mmaction - INFO - Epoch [132][580/1879] lr: 2.752e-02, eta: 2 days, 9:04:51, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0062, loss: 2.0062, grad_norm: 3.3013 2021-06-25 05:59:33,162 - mmaction - INFO - Epoch [132][600/1879] lr: 2.752e-02, eta: 2 days, 9:04:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0736, loss: 2.0736, grad_norm: 3.5818 2021-06-25 06:00:18,181 - mmaction - INFO - Epoch [132][620/1879] lr: 2.752e-02, eta: 2 days, 9:03:21, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0378, loss: 2.0378, grad_norm: 3.2734 2021-06-25 06:01:03,002 - mmaction - INFO - Epoch [132][640/1879] lr: 2.752e-02, eta: 2 days, 9:02:36, time: 2.244, data_time: 0.004, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7559, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.3486 2021-06-25 06:01:50,791 - mmaction - INFO - Epoch [132][660/1879] lr: 2.752e-02, eta: 2 days, 9:01:52, time: 2.376, data_time: 0.002, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7609, loss_cls: 2.0458, loss: 2.0458, grad_norm: 3.2656 2021-06-25 06:02:35,482 - mmaction - INFO - Epoch [132][680/1879] lr: 2.752e-02, eta: 2 days, 9:01:07, time: 2.248, data_time: 0.016, memory: 7544, top1_acc: 0.5047, top5_acc: 0.7418, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.3372 2021-06-25 06:03:20,145 - mmaction - INFO - Epoch [132][700/1879] lr: 2.752e-02, eta: 2 days, 9:00:22, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7695, loss_cls: 1.9622, loss: 1.9622, grad_norm: 3.2564 2021-06-25 06:04:04,953 - mmaction - INFO - Epoch [132][720/1879] lr: 2.752e-02, eta: 2 days, 8:59:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5332, top5_acc: 0.7570, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.2893 2021-06-25 06:04:49,686 - mmaction - INFO - Epoch [132][740/1879] lr: 2.752e-02, eta: 2 days, 8:58:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7781, loss_cls: 1.9526, loss: 1.9526, grad_norm: 3.2496 2021-06-25 06:05:34,427 - mmaction - INFO - Epoch [132][760/1879] lr: 2.752e-02, eta: 2 days, 8:58:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7559, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.2008 2021-06-25 06:06:19,225 - mmaction - INFO - Epoch [132][780/1879] lr: 2.752e-02, eta: 2 days, 8:57:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.2134 2021-06-25 06:07:03,901 - mmaction - INFO - Epoch [132][800/1879] lr: 2.752e-02, eta: 2 days, 8:56:37, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7719, loss_cls: 1.9699, loss: 1.9699, grad_norm: 3.2772 2021-06-25 06:07:48,604 - mmaction - INFO - Epoch [132][820/1879] lr: 2.752e-02, eta: 2 days, 8:55:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7746, loss_cls: 2.0105, loss: 2.0105, grad_norm: 3.3422 2021-06-25 06:08:33,384 - mmaction - INFO - Epoch [132][840/1879] lr: 2.752e-02, eta: 2 days, 8:55:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7590, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.3985 2021-06-25 06:09:18,091 - mmaction - INFO - Epoch [132][860/1879] lr: 2.752e-02, eta: 2 days, 8:54:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7637, loss_cls: 1.9968, loss: 1.9968, grad_norm: 3.2930 2021-06-25 06:10:02,837 - mmaction - INFO - Epoch [132][880/1879] lr: 2.752e-02, eta: 2 days, 8:53:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7496, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.2859 2021-06-25 06:10:47,578 - mmaction - INFO - Epoch [132][900/1879] lr: 2.752e-02, eta: 2 days, 8:52:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7746, loss_cls: 1.9517, loss: 1.9517, grad_norm: 3.2473 2021-06-25 06:11:32,308 - mmaction - INFO - Epoch [132][920/1879] lr: 2.752e-02, eta: 2 days, 8:52:07, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7809, loss_cls: 1.9641, loss: 1.9641, grad_norm: 3.2974 2021-06-25 06:12:17,115 - mmaction - INFO - Epoch [132][940/1879] lr: 2.752e-02, eta: 2 days, 8:51:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7715, loss_cls: 1.9973, loss: 1.9973, grad_norm: 3.2832 2021-06-25 06:13:02,031 - mmaction - INFO - Epoch [132][960/1879] lr: 2.752e-02, eta: 2 days, 8:50:37, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7742, loss_cls: 1.9907, loss: 1.9907, grad_norm: 3.3100 2021-06-25 06:13:46,746 - mmaction - INFO - Epoch [132][980/1879] lr: 2.752e-02, eta: 2 days, 8:49:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7613, loss_cls: 1.9989, loss: 1.9989, grad_norm: 3.2920 2021-06-25 06:14:31,514 - mmaction - INFO - Epoch [132][1000/1879] lr: 2.752e-02, eta: 2 days, 8:49:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7691, loss_cls: 1.9974, loss: 1.9974, grad_norm: 3.2942 2021-06-25 06:15:16,300 - mmaction - INFO - Epoch [132][1020/1879] lr: 2.752e-02, eta: 2 days, 8:48:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7617, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.4007 2021-06-25 06:16:01,147 - mmaction - INFO - Epoch [132][1040/1879] lr: 2.752e-02, eta: 2 days, 8:47:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0364, loss: 2.0364, grad_norm: 3.2644 2021-06-25 06:16:45,865 - mmaction - INFO - Epoch [132][1060/1879] lr: 2.752e-02, eta: 2 days, 8:46:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7684, loss_cls: 1.9804, loss: 1.9804, grad_norm: 3.3566 2021-06-25 06:17:30,510 - mmaction - INFO - Epoch [132][1080/1879] lr: 2.752e-02, eta: 2 days, 8:46:07, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.3251 2021-06-25 06:18:15,307 - mmaction - INFO - Epoch [132][1100/1879] lr: 2.752e-02, eta: 2 days, 8:45:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9770, loss: 1.9770, grad_norm: 3.3084 2021-06-25 06:19:00,054 - mmaction - INFO - Epoch [132][1120/1879] lr: 2.752e-02, eta: 2 days, 8:44:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7625, loss_cls: 2.0304, loss: 2.0304, grad_norm: 4.2014 2021-06-25 06:19:44,803 - mmaction - INFO - Epoch [132][1140/1879] lr: 2.752e-02, eta: 2 days, 8:43:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.7122 2021-06-25 06:20:29,567 - mmaction - INFO - Epoch [132][1160/1879] lr: 2.752e-02, eta: 2 days, 8:43:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.5681 2021-06-25 06:21:14,401 - mmaction - INFO - Epoch [132][1180/1879] lr: 2.752e-02, eta: 2 days, 8:42:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5168, top5_acc: 0.7496, loss_cls: 2.1080, loss: 2.1080, grad_norm: 3.5348 2021-06-25 06:21:59,088 - mmaction - INFO - Epoch [132][1200/1879] lr: 2.752e-02, eta: 2 days, 8:41:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.5123 2021-06-25 06:22:43,816 - mmaction - INFO - Epoch [132][1220/1879] lr: 2.752e-02, eta: 2 days, 8:40:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.5012 2021-06-25 06:23:28,702 - mmaction - INFO - Epoch [132][1240/1879] lr: 2.752e-02, eta: 2 days, 8:40:08, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0473, loss: 2.0473, grad_norm: 3.3762 2021-06-25 06:24:13,461 - mmaction - INFO - Epoch [132][1260/1879] lr: 2.752e-02, eta: 2 days, 8:39:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5055, top5_acc: 0.7527, loss_cls: 2.0958, loss: 2.0958, grad_norm: 3.4360 2021-06-25 06:24:58,134 - mmaction - INFO - Epoch [132][1280/1879] lr: 2.752e-02, eta: 2 days, 8:38:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7625, loss_cls: 2.0266, loss: 2.0266, grad_norm: 3.4062 2021-06-25 06:25:42,860 - mmaction - INFO - Epoch [132][1300/1879] lr: 2.752e-02, eta: 2 days, 8:37:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7590, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.4892 2021-06-25 06:26:27,633 - mmaction - INFO - Epoch [132][1320/1879] lr: 2.752e-02, eta: 2 days, 8:37:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 1.9961, loss: 1.9961, grad_norm: 3.4134 2021-06-25 06:27:12,370 - mmaction - INFO - Epoch [132][1340/1879] lr: 2.752e-02, eta: 2 days, 8:36:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7652, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.2832 2021-06-25 06:27:57,060 - mmaction - INFO - Epoch [132][1360/1879] lr: 2.752e-02, eta: 2 days, 8:35:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7559, loss_cls: 2.0664, loss: 2.0664, grad_norm: 3.3297 2021-06-25 06:28:41,852 - mmaction - INFO - Epoch [132][1380/1879] lr: 2.752e-02, eta: 2 days, 8:34:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5105, top5_acc: 0.7480, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.4278 2021-06-25 06:29:26,596 - mmaction - INFO - Epoch [132][1400/1879] lr: 2.752e-02, eta: 2 days, 8:34:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.0699, loss: 2.0699, grad_norm: 3.3167 2021-06-25 06:30:11,402 - mmaction - INFO - Epoch [132][1420/1879] lr: 2.752e-02, eta: 2 days, 8:33:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5270, top5_acc: 0.7543, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.4066 2021-06-25 06:30:56,133 - mmaction - INFO - Epoch [132][1440/1879] lr: 2.752e-02, eta: 2 days, 8:32:38, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7609, loss_cls: 2.0451, loss: 2.0451, grad_norm: 3.3085 2021-06-25 06:31:40,929 - mmaction - INFO - Epoch [132][1460/1879] lr: 2.752e-02, eta: 2 days, 8:31:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.4037 2021-06-25 06:32:25,692 - mmaction - INFO - Epoch [132][1480/1879] lr: 2.752e-02, eta: 2 days, 8:31:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7559, loss_cls: 2.0487, loss: 2.0487, grad_norm: 3.2187 2021-06-25 06:33:10,514 - mmaction - INFO - Epoch [132][1500/1879] lr: 2.752e-02, eta: 2 days, 8:30:23, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.2946 2021-06-25 06:33:55,179 - mmaction - INFO - Epoch [132][1520/1879] lr: 2.752e-02, eta: 2 days, 8:29:38, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7578, loss_cls: 2.0632, loss: 2.0632, grad_norm: 3.3172 2021-06-25 06:34:39,897 - mmaction - INFO - Epoch [132][1540/1879] lr: 2.752e-02, eta: 2 days, 8:28:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5012, top5_acc: 0.7387, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.3651 2021-06-25 06:35:24,580 - mmaction - INFO - Epoch [132][1560/1879] lr: 2.752e-02, eta: 2 days, 8:28:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7574, loss_cls: 2.0432, loss: 2.0432, grad_norm: 3.2761 2021-06-25 06:36:09,374 - mmaction - INFO - Epoch [132][1580/1879] lr: 2.752e-02, eta: 2 days, 8:27:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7566, loss_cls: 2.0887, loss: 2.0887, grad_norm: 3.3407 2021-06-25 06:36:54,132 - mmaction - INFO - Epoch [132][1600/1879] lr: 2.752e-02, eta: 2 days, 8:26:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7715, loss_cls: 1.9791, loss: 1.9791, grad_norm: 3.2932 2021-06-25 06:37:38,935 - mmaction - INFO - Epoch [132][1620/1879] lr: 2.752e-02, eta: 2 days, 8:25:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5059, top5_acc: 0.7527, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.4040 2021-06-25 06:38:23,631 - mmaction - INFO - Epoch [132][1640/1879] lr: 2.752e-02, eta: 2 days, 8:25:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7668, loss_cls: 2.0179, loss: 2.0179, grad_norm: 3.3325 2021-06-25 06:39:08,436 - mmaction - INFO - Epoch [132][1660/1879] lr: 2.752e-02, eta: 2 days, 8:24:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0384, loss: 2.0384, grad_norm: 3.3123 2021-06-25 06:39:53,065 - mmaction - INFO - Epoch [132][1680/1879] lr: 2.752e-02, eta: 2 days, 8:23:38, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0500, loss: 2.0500, grad_norm: 3.2540 2021-06-25 06:40:38,026 - mmaction - INFO - Epoch [132][1700/1879] lr: 2.752e-02, eta: 2 days, 8:22:53, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0388, loss: 2.0388, grad_norm: 3.3164 2021-06-25 06:41:22,708 - mmaction - INFO - Epoch [132][1720/1879] lr: 2.752e-02, eta: 2 days, 8:22:08, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0678, loss: 2.0678, grad_norm: 3.2574 2021-06-25 06:42:07,478 - mmaction - INFO - Epoch [132][1740/1879] lr: 2.752e-02, eta: 2 days, 8:21:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7621, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.3044 2021-06-25 06:42:52,151 - mmaction - INFO - Epoch [132][1760/1879] lr: 2.752e-02, eta: 2 days, 8:20:38, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9737, loss: 1.9737, grad_norm: 3.2627 2021-06-25 06:43:36,984 - mmaction - INFO - Epoch [132][1780/1879] lr: 2.752e-02, eta: 2 days, 8:19:53, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5152, top5_acc: 0.7695, loss_cls: 2.0092, loss: 2.0092, grad_norm: 3.3251 2021-06-25 06:44:21,579 - mmaction - INFO - Epoch [132][1800/1879] lr: 2.752e-02, eta: 2 days, 8:19:08, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.3514 2021-06-25 06:45:06,341 - mmaction - INFO - Epoch [132][1820/1879] lr: 2.752e-02, eta: 2 days, 8:18:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5172, top5_acc: 0.7613, loss_cls: 2.0728, loss: 2.0728, grad_norm: 3.3471 2021-06-25 06:45:51,061 - mmaction - INFO - Epoch [132][1840/1879] lr: 2.752e-02, eta: 2 days, 8:17:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5133, top5_acc: 0.7551, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.3086 2021-06-25 06:46:35,751 - mmaction - INFO - Epoch [132][1860/1879] lr: 2.752e-02, eta: 2 days, 8:16:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7730, loss_cls: 1.9968, loss: 1.9968, grad_norm: 3.4462 2021-06-25 06:47:30,967 - mmaction - INFO - Saving checkpoint at 132 epochs 2021-06-25 06:49:50,129 - mmaction - INFO - Epoch [133][20/1879] lr: 2.647e-02, eta: 2 days, 8:15:44, time: 6.934, data_time: 4.670, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7715, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.2440 2021-06-25 06:50:34,910 - mmaction - INFO - Epoch [133][40/1879] lr: 2.647e-02, eta: 2 days, 8:14:59, time: 2.239, data_time: 0.003, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0154, loss: 2.0154, grad_norm: 3.3200 2021-06-25 06:51:19,813 - mmaction - INFO - Epoch [133][60/1879] lr: 2.647e-02, eta: 2 days, 8:14:14, time: 2.246, data_time: 0.002, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7738, loss_cls: 1.9756, loss: 1.9756, grad_norm: 3.2365 2021-06-25 06:52:04,682 - mmaction - INFO - Epoch [133][80/1879] lr: 2.647e-02, eta: 2 days, 8:13:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7723, loss_cls: 1.9888, loss: 1.9888, grad_norm: 3.2823 2021-06-25 06:52:49,621 - mmaction - INFO - Epoch [133][100/1879] lr: 2.647e-02, eta: 2 days, 8:12:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7637, loss_cls: 2.0256, loss: 2.0256, grad_norm: 3.3905 2021-06-25 06:53:34,589 - mmaction - INFO - Epoch [133][120/1879] lr: 2.647e-02, eta: 2 days, 8:11:59, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7648, loss_cls: 2.0106, loss: 2.0106, grad_norm: 3.2512 2021-06-25 06:54:19,430 - mmaction - INFO - Epoch [133][140/1879] lr: 2.647e-02, eta: 2 days, 8:11:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7676, loss_cls: 1.9638, loss: 1.9638, grad_norm: 3.2647 2021-06-25 06:55:04,400 - mmaction - INFO - Epoch [133][160/1879] lr: 2.647e-02, eta: 2 days, 8:10:29, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7797, loss_cls: 1.9436, loss: 1.9436, grad_norm: 3.3207 2021-06-25 06:55:49,202 - mmaction - INFO - Epoch [133][180/1879] lr: 2.647e-02, eta: 2 days, 8:09:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7785, loss_cls: 1.9873, loss: 1.9873, grad_norm: 3.2765 2021-06-25 06:56:34,015 - mmaction - INFO - Epoch [133][200/1879] lr: 2.647e-02, eta: 2 days, 8:09:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7668, loss_cls: 1.9819, loss: 1.9819, grad_norm: 3.3152 2021-06-25 06:57:18,960 - mmaction - INFO - Epoch [133][220/1879] lr: 2.647e-02, eta: 2 days, 8:08:15, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5273, top5_acc: 0.7535, loss_cls: 2.0587, loss: 2.0587, grad_norm: 3.3161 2021-06-25 06:58:03,905 - mmaction - INFO - Epoch [133][240/1879] lr: 2.647e-02, eta: 2 days, 8:07:30, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7754, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.2743 2021-06-25 06:58:48,742 - mmaction - INFO - Epoch [133][260/1879] lr: 2.647e-02, eta: 2 days, 8:06:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.9143, loss: 1.9143, grad_norm: 3.3270 2021-06-25 06:59:33,635 - mmaction - INFO - Epoch [133][280/1879] lr: 2.647e-02, eta: 2 days, 8:06:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7707, loss_cls: 1.9762, loss: 1.9762, grad_norm: 3.4195 2021-06-25 07:00:18,414 - mmaction - INFO - Epoch [133][300/1879] lr: 2.647e-02, eta: 2 days, 8:05:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7645, loss_cls: 1.9955, loss: 1.9955, grad_norm: 3.4663 2021-06-25 07:01:03,275 - mmaction - INFO - Epoch [133][320/1879] lr: 2.647e-02, eta: 2 days, 8:04:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7812, loss_cls: 1.9289, loss: 1.9289, grad_norm: 3.2795 2021-06-25 07:01:47,984 - mmaction - INFO - Epoch [133][340/1879] lr: 2.647e-02, eta: 2 days, 8:03:45, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7809, loss_cls: 1.9297, loss: 1.9297, grad_norm: 3.3213 2021-06-25 07:02:32,810 - mmaction - INFO - Epoch [133][360/1879] lr: 2.647e-02, eta: 2 days, 8:03:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9906, loss: 1.9906, grad_norm: 3.3491 2021-06-25 07:03:17,705 - mmaction - INFO - Epoch [133][380/1879] lr: 2.647e-02, eta: 2 days, 8:02:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7691, loss_cls: 1.9575, loss: 1.9575, grad_norm: 3.3276 2021-06-25 07:04:02,488 - mmaction - INFO - Epoch [133][400/1879] lr: 2.647e-02, eta: 2 days, 8:01:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7598, loss_cls: 2.0769, loss: 2.0769, grad_norm: 3.3680 2021-06-25 07:04:47,359 - mmaction - INFO - Epoch [133][420/1879] lr: 2.647e-02, eta: 2 days, 8:00:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7676, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.3576 2021-06-25 07:05:32,187 - mmaction - INFO - Epoch [133][440/1879] lr: 2.647e-02, eta: 2 days, 8:00:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5277, top5_acc: 0.7602, loss_cls: 2.0426, loss: 2.0426, grad_norm: 3.3115 2021-06-25 07:06:17,025 - mmaction - INFO - Epoch [133][460/1879] lr: 2.647e-02, eta: 2 days, 7:59:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7562, loss_cls: 2.0422, loss: 2.0422, grad_norm: 3.4250 2021-06-25 07:07:01,760 - mmaction - INFO - Epoch [133][480/1879] lr: 2.647e-02, eta: 2 days, 7:58:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7574, loss_cls: 2.0688, loss: 2.0688, grad_norm: 3.3397 2021-06-25 07:07:46,469 - mmaction - INFO - Epoch [133][500/1879] lr: 2.647e-02, eta: 2 days, 7:57:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7629, loss_cls: 2.0019, loss: 2.0019, grad_norm: 3.3614 2021-06-25 07:08:31,160 - mmaction - INFO - Epoch [133][520/1879] lr: 2.647e-02, eta: 2 days, 7:57:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7859, loss_cls: 1.9368, loss: 1.9368, grad_norm: 3.3970 2021-06-25 07:09:16,122 - mmaction - INFO - Epoch [133][540/1879] lr: 2.647e-02, eta: 2 days, 7:56:15, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0612, loss: 2.0612, grad_norm: 3.3993 2021-06-25 07:10:00,858 - mmaction - INFO - Epoch [133][560/1879] lr: 2.647e-02, eta: 2 days, 7:55:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9895, loss: 1.9895, grad_norm: 3.3230 2021-06-25 07:10:45,732 - mmaction - INFO - Epoch [133][580/1879] lr: 2.647e-02, eta: 2 days, 7:54:45, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9782, loss: 1.9782, grad_norm: 3.4316 2021-06-25 07:11:30,499 - mmaction - INFO - Epoch [133][600/1879] lr: 2.647e-02, eta: 2 days, 7:54:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7707, loss_cls: 1.9383, loss: 1.9383, grad_norm: 3.2905 2021-06-25 07:12:15,240 - mmaction - INFO - Epoch [133][620/1879] lr: 2.647e-02, eta: 2 days, 7:53:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7613, loss_cls: 2.0277, loss: 2.0277, grad_norm: 3.4816 2021-06-25 07:12:59,993 - mmaction - INFO - Epoch [133][640/1879] lr: 2.647e-02, eta: 2 days, 7:52:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7602, loss_cls: 1.9879, loss: 1.9879, grad_norm: 3.3622 2021-06-25 07:13:44,912 - mmaction - INFO - Epoch [133][660/1879] lr: 2.647e-02, eta: 2 days, 7:51:45, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 2.0248, loss: 2.0248, grad_norm: 3.3310 2021-06-25 07:14:29,709 - mmaction - INFO - Epoch [133][680/1879] lr: 2.647e-02, eta: 2 days, 7:51:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7609, loss_cls: 1.9870, loss: 1.9870, grad_norm: 3.4101 2021-06-25 07:15:14,627 - mmaction - INFO - Epoch [133][700/1879] lr: 2.647e-02, eta: 2 days, 7:50:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.3928 2021-06-25 07:15:59,455 - mmaction - INFO - Epoch [133][720/1879] lr: 2.647e-02, eta: 2 days, 7:49:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 2.0116, loss: 2.0116, grad_norm: 3.3183 2021-06-25 07:16:44,192 - mmaction - INFO - Epoch [133][740/1879] lr: 2.647e-02, eta: 2 days, 7:48:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7684, loss_cls: 2.0150, loss: 2.0150, grad_norm: 3.2238 2021-06-25 07:17:28,825 - mmaction - INFO - Epoch [133][760/1879] lr: 2.647e-02, eta: 2 days, 7:48:01, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7613, loss_cls: 1.9903, loss: 1.9903, grad_norm: 3.2584 2021-06-25 07:18:13,613 - mmaction - INFO - Epoch [133][780/1879] lr: 2.647e-02, eta: 2 days, 7:47:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7777, loss_cls: 2.0058, loss: 2.0058, grad_norm: 3.4068 2021-06-25 07:18:58,261 - mmaction - INFO - Epoch [133][800/1879] lr: 2.647e-02, eta: 2 days, 7:46:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0108, loss: 2.0108, grad_norm: 3.4155 2021-06-25 07:19:42,996 - mmaction - INFO - Epoch [133][820/1879] lr: 2.647e-02, eta: 2 days, 7:45:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1003, loss: 2.1003, grad_norm: 3.3293 2021-06-25 07:20:27,790 - mmaction - INFO - Epoch [133][840/1879] lr: 2.647e-02, eta: 2 days, 7:45:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7770, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.3589 2021-06-25 07:21:12,567 - mmaction - INFO - Epoch [133][860/1879] lr: 2.647e-02, eta: 2 days, 7:44:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7895, loss_cls: 1.9563, loss: 1.9563, grad_norm: 3.4326 2021-06-25 07:21:57,358 - mmaction - INFO - Epoch [133][880/1879] lr: 2.647e-02, eta: 2 days, 7:43:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7660, loss_cls: 2.0122, loss: 2.0122, grad_norm: 3.2648 2021-06-25 07:22:42,156 - mmaction - INFO - Epoch [133][900/1879] lr: 2.647e-02, eta: 2 days, 7:42:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 1.9980, loss: 1.9980, grad_norm: 3.3377 2021-06-25 07:23:27,025 - mmaction - INFO - Epoch [133][920/1879] lr: 2.647e-02, eta: 2 days, 7:42:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5332, top5_acc: 0.7609, loss_cls: 2.0376, loss: 2.0376, grad_norm: 3.4181 2021-06-25 07:24:11,789 - mmaction - INFO - Epoch [133][940/1879] lr: 2.647e-02, eta: 2 days, 7:41:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7742, loss_cls: 1.9816, loss: 1.9816, grad_norm: 3.3455 2021-06-25 07:24:56,708 - mmaction - INFO - Epoch [133][960/1879] lr: 2.647e-02, eta: 2 days, 7:40:31, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0393, loss: 2.0393, grad_norm: 3.3744 2021-06-25 07:25:41,534 - mmaction - INFO - Epoch [133][980/1879] lr: 2.647e-02, eta: 2 days, 7:39:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5184, top5_acc: 0.7551, loss_cls: 2.0461, loss: 2.0461, grad_norm: 3.3455 2021-06-25 07:26:26,317 - mmaction - INFO - Epoch [133][1000/1879] lr: 2.647e-02, eta: 2 days, 7:39:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7648, loss_cls: 1.9803, loss: 1.9803, grad_norm: 3.3422 2021-06-25 07:27:11,178 - mmaction - INFO - Epoch [133][1020/1879] lr: 2.647e-02, eta: 2 days, 7:38:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9520, loss: 1.9520, grad_norm: 3.3441 2021-06-25 07:27:56,073 - mmaction - INFO - Epoch [133][1040/1879] lr: 2.647e-02, eta: 2 days, 7:37:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7684, loss_cls: 2.0080, loss: 2.0080, grad_norm: 3.3958 2021-06-25 07:28:40,969 - mmaction - INFO - Epoch [133][1060/1879] lr: 2.647e-02, eta: 2 days, 7:36:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7773, loss_cls: 1.9609, loss: 1.9609, grad_norm: 3.3752 2021-06-25 07:29:25,718 - mmaction - INFO - Epoch [133][1080/1879] lr: 2.647e-02, eta: 2 days, 7:36:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5191, top5_acc: 0.7668, loss_cls: 2.0224, loss: 2.0224, grad_norm: 3.3185 2021-06-25 07:30:10,510 - mmaction - INFO - Epoch [133][1100/1879] lr: 2.647e-02, eta: 2 days, 7:35:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7723, loss_cls: 1.9917, loss: 1.9917, grad_norm: 3.3184 2021-06-25 07:30:55,307 - mmaction - INFO - Epoch [133][1120/1879] lr: 2.647e-02, eta: 2 days, 7:34:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7637, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.3746 2021-06-25 07:31:40,082 - mmaction - INFO - Epoch [133][1140/1879] lr: 2.647e-02, eta: 2 days, 7:33:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7660, loss_cls: 2.0035, loss: 2.0035, grad_norm: 3.3318 2021-06-25 07:32:24,820 - mmaction - INFO - Epoch [133][1160/1879] lr: 2.647e-02, eta: 2 days, 7:33:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7664, loss_cls: 1.9999, loss: 1.9999, grad_norm: 3.3488 2021-06-25 07:33:09,782 - mmaction - INFO - Epoch [133][1180/1879] lr: 2.647e-02, eta: 2 days, 7:32:16, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7762, loss_cls: 1.9674, loss: 1.9674, grad_norm: 3.2685 2021-06-25 07:33:54,666 - mmaction - INFO - Epoch [133][1200/1879] lr: 2.647e-02, eta: 2 days, 7:31:31, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7695, loss_cls: 1.9646, loss: 1.9646, grad_norm: 3.2744 2021-06-25 07:34:39,364 - mmaction - INFO - Epoch [133][1220/1879] lr: 2.647e-02, eta: 2 days, 7:30:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5125, top5_acc: 0.7473, loss_cls: 2.1176, loss: 2.1176, grad_norm: 3.3802 2021-06-25 07:35:24,116 - mmaction - INFO - Epoch [133][1240/1879] lr: 2.647e-02, eta: 2 days, 7:30:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7789, loss_cls: 1.9373, loss: 1.9373, grad_norm: 3.3831 2021-06-25 07:36:08,749 - mmaction - INFO - Epoch [133][1260/1879] lr: 2.647e-02, eta: 2 days, 7:29:16, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7609, loss_cls: 2.0882, loss: 2.0882, grad_norm: 3.3689 2021-06-25 07:36:53,588 - mmaction - INFO - Epoch [133][1280/1879] lr: 2.647e-02, eta: 2 days, 7:28:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7645, loss_cls: 2.0459, loss: 2.0459, grad_norm: 3.4493 2021-06-25 07:37:38,492 - mmaction - INFO - Epoch [133][1300/1879] lr: 2.647e-02, eta: 2 days, 7:27:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7562, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.3827 2021-06-25 07:38:23,289 - mmaction - INFO - Epoch [133][1320/1879] lr: 2.647e-02, eta: 2 days, 7:27:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9554, loss: 1.9554, grad_norm: 3.2534 2021-06-25 07:39:08,015 - mmaction - INFO - Epoch [133][1340/1879] lr: 2.647e-02, eta: 2 days, 7:26:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0272, loss: 2.0272, grad_norm: 3.3701 2021-06-25 07:39:52,897 - mmaction - INFO - Epoch [133][1360/1879] lr: 2.647e-02, eta: 2 days, 7:25:32, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7793, loss_cls: 1.9528, loss: 1.9528, grad_norm: 3.3182 2021-06-25 07:40:37,729 - mmaction - INFO - Epoch [133][1380/1879] lr: 2.647e-02, eta: 2 days, 7:24:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.2502 2021-06-25 07:41:22,384 - mmaction - INFO - Epoch [133][1400/1879] lr: 2.647e-02, eta: 2 days, 7:24:02, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7566, loss_cls: 2.0166, loss: 2.0166, grad_norm: 3.3291 2021-06-25 07:42:07,111 - mmaction - INFO - Epoch [133][1420/1879] lr: 2.647e-02, eta: 2 days, 7:23:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7551, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.3498 2021-06-25 07:42:51,889 - mmaction - INFO - Epoch [133][1440/1879] lr: 2.647e-02, eta: 2 days, 7:22:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7605, loss_cls: 2.0362, loss: 2.0362, grad_norm: 3.3325 2021-06-25 07:43:36,800 - mmaction - INFO - Epoch [133][1460/1879] lr: 2.647e-02, eta: 2 days, 7:21:47, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7660, loss_cls: 2.0073, loss: 2.0073, grad_norm: 3.3330 2021-06-25 07:44:21,665 - mmaction - INFO - Epoch [133][1480/1879] lr: 2.647e-02, eta: 2 days, 7:21:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7723, loss_cls: 1.9846, loss: 1.9846, grad_norm: 3.3812 2021-06-25 07:45:06,498 - mmaction - INFO - Epoch [133][1500/1879] lr: 2.647e-02, eta: 2 days, 7:20:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 2.0233, loss: 2.0233, grad_norm: 3.3464 2021-06-25 07:45:51,272 - mmaction - INFO - Epoch [133][1520/1879] lr: 2.647e-02, eta: 2 days, 7:19:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0096, loss: 2.0096, grad_norm: 3.3833 2021-06-25 07:46:36,013 - mmaction - INFO - Epoch [133][1540/1879] lr: 2.647e-02, eta: 2 days, 7:18:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.3229 2021-06-25 07:47:20,824 - mmaction - INFO - Epoch [133][1560/1879] lr: 2.647e-02, eta: 2 days, 7:18:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7590, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.2783 2021-06-25 07:48:05,427 - mmaction - INFO - Epoch [133][1580/1879] lr: 2.647e-02, eta: 2 days, 7:17:17, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9900, loss: 1.9900, grad_norm: 3.3613 2021-06-25 07:48:50,154 - mmaction - INFO - Epoch [133][1600/1879] lr: 2.647e-02, eta: 2 days, 7:16:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7598, loss_cls: 2.0162, loss: 2.0162, grad_norm: 3.3326 2021-06-25 07:49:34,983 - mmaction - INFO - Epoch [133][1620/1879] lr: 2.647e-02, eta: 2 days, 7:15:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9444, loss: 1.9444, grad_norm: 3.3282 2021-06-25 07:50:19,881 - mmaction - INFO - Epoch [133][1640/1879] lr: 2.647e-02, eta: 2 days, 7:15:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7660, loss_cls: 2.0025, loss: 2.0025, grad_norm: 3.2766 2021-06-25 07:51:04,627 - mmaction - INFO - Epoch [133][1660/1879] lr: 2.647e-02, eta: 2 days, 7:14:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7723, loss_cls: 2.0179, loss: 2.0179, grad_norm: 3.4150 2021-06-25 07:51:49,465 - mmaction - INFO - Epoch [133][1680/1879] lr: 2.647e-02, eta: 2 days, 7:13:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7594, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.4786 2021-06-25 07:52:34,357 - mmaction - INFO - Epoch [133][1700/1879] lr: 2.647e-02, eta: 2 days, 7:12:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7637, loss_cls: 2.0316, loss: 2.0316, grad_norm: 3.3029 2021-06-25 07:53:19,164 - mmaction - INFO - Epoch [133][1720/1879] lr: 2.647e-02, eta: 2 days, 7:12:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7660, loss_cls: 2.0007, loss: 2.0007, grad_norm: 3.3918 2021-06-25 07:54:03,899 - mmaction - INFO - Epoch [133][1740/1879] lr: 2.647e-02, eta: 2 days, 7:11:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5207, top5_acc: 0.7664, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.3685 2021-06-25 07:54:48,760 - mmaction - INFO - Epoch [133][1760/1879] lr: 2.647e-02, eta: 2 days, 7:10:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7695, loss_cls: 2.0135, loss: 2.0135, grad_norm: 3.4654 2021-06-25 07:55:33,547 - mmaction - INFO - Epoch [133][1780/1879] lr: 2.647e-02, eta: 2 days, 7:09:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7730, loss_cls: 2.0270, loss: 2.0270, grad_norm: 3.4031 2021-06-25 07:56:18,407 - mmaction - INFO - Epoch [133][1800/1879] lr: 2.647e-02, eta: 2 days, 7:09:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 1.9935, loss: 1.9935, grad_norm: 3.3371 2021-06-25 07:57:03,172 - mmaction - INFO - Epoch [133][1820/1879] lr: 2.647e-02, eta: 2 days, 7:08:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7652, loss_cls: 2.0261, loss: 2.0261, grad_norm: 3.3819 2021-06-25 07:57:47,889 - mmaction - INFO - Epoch [133][1840/1879] lr: 2.647e-02, eta: 2 days, 7:07:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7660, loss_cls: 2.0517, loss: 2.0517, grad_norm: 3.4218 2021-06-25 07:58:32,578 - mmaction - INFO - Epoch [133][1860/1879] lr: 2.647e-02, eta: 2 days, 7:06:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7629, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.4002 2021-06-25 07:59:15,616 - mmaction - INFO - Saving checkpoint at 133 epochs 2021-06-25 08:00:47,563 - mmaction - INFO - Epoch [134][20/1879] lr: 2.544e-02, eta: 2 days, 7:05:21, time: 4.578, data_time: 2.312, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7547, loss_cls: 2.0349, loss: 2.0349, grad_norm: 3.4026 2021-06-25 08:01:32,450 - mmaction - INFO - Epoch [134][40/1879] lr: 2.544e-02, eta: 2 days, 7:04:36, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.5117, top5_acc: 0.7746, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.3188 2021-06-25 08:02:17,388 - mmaction - INFO - Epoch [134][60/1879] lr: 2.544e-02, eta: 2 days, 7:03:51, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9093, loss: 1.9093, grad_norm: 3.3071 2021-06-25 08:03:02,285 - mmaction - INFO - Epoch [134][80/1879] lr: 2.544e-02, eta: 2 days, 7:03:06, time: 2.245, data_time: 0.002, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7566, loss_cls: 2.0308, loss: 2.0308, grad_norm: 3.5265 2021-06-25 08:03:47,205 - mmaction - INFO - Epoch [134][100/1879] lr: 2.544e-02, eta: 2 days, 7:02:21, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7828, loss_cls: 1.8778, loss: 1.8778, grad_norm: 3.3173 2021-06-25 08:04:32,091 - mmaction - INFO - Epoch [134][120/1879] lr: 2.544e-02, eta: 2 days, 7:01:36, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7750, loss_cls: 1.9421, loss: 1.9421, grad_norm: 3.2664 2021-06-25 08:05:17,005 - mmaction - INFO - Epoch [134][140/1879] lr: 2.544e-02, eta: 2 days, 7:00:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7727, loss_cls: 1.9954, loss: 1.9954, grad_norm: 3.3505 2021-06-25 08:06:01,989 - mmaction - INFO - Epoch [134][160/1879] lr: 2.544e-02, eta: 2 days, 7:00:07, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7613, loss_cls: 2.0405, loss: 2.0405, grad_norm: 3.3544 2021-06-25 08:06:46,857 - mmaction - INFO - Epoch [134][180/1879] lr: 2.544e-02, eta: 2 days, 6:59:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7703, loss_cls: 1.9313, loss: 1.9313, grad_norm: 3.3318 2021-06-25 08:07:31,663 - mmaction - INFO - Epoch [134][200/1879] lr: 2.544e-02, eta: 2 days, 6:58:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7645, loss_cls: 1.9606, loss: 1.9606, grad_norm: 3.3234 2021-06-25 08:08:16,636 - mmaction - INFO - Epoch [134][220/1879] lr: 2.544e-02, eta: 2 days, 6:57:52, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.3986 2021-06-25 08:09:01,407 - mmaction - INFO - Epoch [134][240/1879] lr: 2.544e-02, eta: 2 days, 6:57:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7785, loss_cls: 1.9398, loss: 1.9398, grad_norm: 3.3322 2021-06-25 08:09:46,243 - mmaction - INFO - Epoch [134][260/1879] lr: 2.544e-02, eta: 2 days, 6:56:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7613, loss_cls: 1.9826, loss: 1.9826, grad_norm: 3.4931 2021-06-25 08:10:31,110 - mmaction - INFO - Epoch [134][280/1879] lr: 2.544e-02, eta: 2 days, 6:55:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7684, loss_cls: 1.9974, loss: 1.9974, grad_norm: 3.4044 2021-06-25 08:11:15,926 - mmaction - INFO - Epoch [134][300/1879] lr: 2.544e-02, eta: 2 days, 6:54:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7652, loss_cls: 1.9778, loss: 1.9778, grad_norm: 3.3641 2021-06-25 08:12:00,684 - mmaction - INFO - Epoch [134][320/1879] lr: 2.544e-02, eta: 2 days, 6:54:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7797, loss_cls: 1.9404, loss: 1.9404, grad_norm: 3.3727 2021-06-25 08:12:45,507 - mmaction - INFO - Epoch [134][340/1879] lr: 2.544e-02, eta: 2 days, 6:53:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7621, loss_cls: 1.9996, loss: 1.9996, grad_norm: 3.2309 2021-06-25 08:13:30,227 - mmaction - INFO - Epoch [134][360/1879] lr: 2.544e-02, eta: 2 days, 6:52:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 1.9644, loss: 1.9644, grad_norm: 3.3163 2021-06-25 08:14:15,077 - mmaction - INFO - Epoch [134][380/1879] lr: 2.544e-02, eta: 2 days, 6:51:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.9104, loss: 1.9104, grad_norm: 3.3347 2021-06-25 08:14:59,871 - mmaction - INFO - Epoch [134][400/1879] lr: 2.544e-02, eta: 2 days, 6:51:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0058, loss: 2.0058, grad_norm: 3.3146 2021-06-25 08:15:44,774 - mmaction - INFO - Epoch [134][420/1879] lr: 2.544e-02, eta: 2 days, 6:50:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7855, loss_cls: 1.9168, loss: 1.9168, grad_norm: 3.3049 2021-06-25 08:16:29,420 - mmaction - INFO - Epoch [134][440/1879] lr: 2.544e-02, eta: 2 days, 6:49:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7805, loss_cls: 1.9087, loss: 1.9087, grad_norm: 3.4451 2021-06-25 08:17:14,172 - mmaction - INFO - Epoch [134][460/1879] lr: 2.544e-02, eta: 2 days, 6:48:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5199, top5_acc: 0.7594, loss_cls: 2.0496, loss: 2.0496, grad_norm: 3.3973 2021-06-25 08:17:58,953 - mmaction - INFO - Epoch [134][480/1879] lr: 2.544e-02, eta: 2 days, 6:48:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7566, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.3459 2021-06-25 08:18:43,634 - mmaction - INFO - Epoch [134][500/1879] lr: 2.544e-02, eta: 2 days, 6:47:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9901, loss: 1.9901, grad_norm: 3.3594 2021-06-25 08:19:28,437 - mmaction - INFO - Epoch [134][520/1879] lr: 2.544e-02, eta: 2 days, 6:46:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9763, loss: 1.9763, grad_norm: 3.2922 2021-06-25 08:20:13,118 - mmaction - INFO - Epoch [134][540/1879] lr: 2.544e-02, eta: 2 days, 6:45:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8938, loss: 1.8938, grad_norm: 3.3567 2021-06-25 08:20:57,888 - mmaction - INFO - Epoch [134][560/1879] lr: 2.544e-02, eta: 2 days, 6:45:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9836, loss: 1.9836, grad_norm: 3.3472 2021-06-25 08:21:42,627 - mmaction - INFO - Epoch [134][580/1879] lr: 2.544e-02, eta: 2 days, 6:44:22, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7660, loss_cls: 2.0069, loss: 2.0069, grad_norm: 3.4578 2021-06-25 08:22:27,260 - mmaction - INFO - Epoch [134][600/1879] lr: 2.544e-02, eta: 2 days, 6:43:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7746, loss_cls: 1.9979, loss: 1.9979, grad_norm: 3.4159 2021-06-25 08:23:12,040 - mmaction - INFO - Epoch [134][620/1879] lr: 2.544e-02, eta: 2 days, 6:42:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7637, loss_cls: 2.0163, loss: 2.0163, grad_norm: 3.3770 2021-06-25 08:23:56,769 - mmaction - INFO - Epoch [134][640/1879] lr: 2.544e-02, eta: 2 days, 6:42:07, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7895, loss_cls: 1.9235, loss: 1.9235, grad_norm: 3.4563 2021-06-25 08:24:41,560 - mmaction - INFO - Epoch [134][660/1879] lr: 2.544e-02, eta: 2 days, 6:41:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9909, loss: 1.9909, grad_norm: 3.4450 2021-06-25 08:25:26,313 - mmaction - INFO - Epoch [134][680/1879] lr: 2.544e-02, eta: 2 days, 6:40:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7703, loss_cls: 1.9700, loss: 1.9700, grad_norm: 3.3367 2021-06-25 08:26:11,185 - mmaction - INFO - Epoch [134][700/1879] lr: 2.544e-02, eta: 2 days, 6:39:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9916, loss: 1.9916, grad_norm: 3.3653 2021-06-25 08:26:55,970 - mmaction - INFO - Epoch [134][720/1879] lr: 2.544e-02, eta: 2 days, 6:39:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7793, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.3092 2021-06-25 08:27:40,714 - mmaction - INFO - Epoch [134][740/1879] lr: 2.544e-02, eta: 2 days, 6:38:22, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7688, loss_cls: 1.9726, loss: 1.9726, grad_norm: 3.3721 2021-06-25 08:28:25,505 - mmaction - INFO - Epoch [134][760/1879] lr: 2.544e-02, eta: 2 days, 6:37:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7809, loss_cls: 1.8947, loss: 1.8947, grad_norm: 3.2811 2021-06-25 08:29:10,207 - mmaction - INFO - Epoch [134][780/1879] lr: 2.544e-02, eta: 2 days, 6:36:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7684, loss_cls: 1.9592, loss: 1.9592, grad_norm: 3.3146 2021-06-25 08:29:55,092 - mmaction - INFO - Epoch [134][800/1879] lr: 2.544e-02, eta: 2 days, 6:36:07, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7746, loss_cls: 1.9582, loss: 1.9582, grad_norm: 3.3367 2021-06-25 08:30:39,763 - mmaction - INFO - Epoch [134][820/1879] lr: 2.544e-02, eta: 2 days, 6:35:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7676, loss_cls: 1.9357, loss: 1.9357, grad_norm: 3.4222 2021-06-25 08:31:24,551 - mmaction - INFO - Epoch [134][840/1879] lr: 2.544e-02, eta: 2 days, 6:34:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7707, loss_cls: 1.9443, loss: 1.9443, grad_norm: 3.2207 2021-06-25 08:32:09,167 - mmaction - INFO - Epoch [134][860/1879] lr: 2.544e-02, eta: 2 days, 6:33:52, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7773, loss_cls: 1.9723, loss: 1.9723, grad_norm: 3.3678 2021-06-25 08:32:53,979 - mmaction - INFO - Epoch [134][880/1879] lr: 2.544e-02, eta: 2 days, 6:33:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7668, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.5456 2021-06-25 08:33:38,602 - mmaction - INFO - Epoch [134][900/1879] lr: 2.544e-02, eta: 2 days, 6:32:22, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7527, loss_cls: 2.0687, loss: 2.0687, grad_norm: 3.4099 2021-06-25 08:34:23,316 - mmaction - INFO - Epoch [134][920/1879] lr: 2.544e-02, eta: 2 days, 6:31:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7543, loss_cls: 2.0110, loss: 2.0110, grad_norm: 3.3172 2021-06-25 08:35:08,198 - mmaction - INFO - Epoch [134][940/1879] lr: 2.544e-02, eta: 2 days, 6:30:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7648, loss_cls: 1.9468, loss: 1.9468, grad_norm: 3.2771 2021-06-25 08:35:52,899 - mmaction - INFO - Epoch [134][960/1879] lr: 2.544e-02, eta: 2 days, 6:30:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7727, loss_cls: 1.9695, loss: 1.9695, grad_norm: 3.3337 2021-06-25 08:36:37,573 - mmaction - INFO - Epoch [134][980/1879] lr: 2.544e-02, eta: 2 days, 6:29:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7629, loss_cls: 1.9715, loss: 1.9715, grad_norm: 3.3159 2021-06-25 08:37:22,178 - mmaction - INFO - Epoch [134][1000/1879] lr: 2.544e-02, eta: 2 days, 6:28:38, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7613, loss_cls: 2.0224, loss: 2.0224, grad_norm: 3.3639 2021-06-25 08:38:06,940 - mmaction - INFO - Epoch [134][1020/1879] lr: 2.544e-02, eta: 2 days, 6:27:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5285, top5_acc: 0.7668, loss_cls: 2.0011, loss: 2.0011, grad_norm: 3.3243 2021-06-25 08:38:51,597 - mmaction - INFO - Epoch [134][1040/1879] lr: 2.544e-02, eta: 2 days, 6:27:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7773, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.3917 2021-06-25 08:39:36,379 - mmaction - INFO - Epoch [134][1060/1879] lr: 2.544e-02, eta: 2 days, 6:26:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7625, loss_cls: 1.9963, loss: 1.9963, grad_norm: 3.4340 2021-06-25 08:40:20,979 - mmaction - INFO - Epoch [134][1080/1879] lr: 2.544e-02, eta: 2 days, 6:25:38, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7723, loss_cls: 2.0034, loss: 2.0034, grad_norm: 3.3557 2021-06-25 08:41:05,727 - mmaction - INFO - Epoch [134][1100/1879] lr: 2.544e-02, eta: 2 days, 6:24:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7754, loss_cls: 1.9600, loss: 1.9600, grad_norm: 3.3721 2021-06-25 08:41:50,548 - mmaction - INFO - Epoch [134][1120/1879] lr: 2.544e-02, eta: 2 days, 6:24:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7730, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.4377 2021-06-25 08:42:35,331 - mmaction - INFO - Epoch [134][1140/1879] lr: 2.544e-02, eta: 2 days, 6:23:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7602, loss_cls: 1.9812, loss: 1.9812, grad_norm: 3.3934 2021-06-25 08:43:20,106 - mmaction - INFO - Epoch [134][1160/1879] lr: 2.544e-02, eta: 2 days, 6:22:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7730, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.3728 2021-06-25 08:44:04,931 - mmaction - INFO - Epoch [134][1180/1879] lr: 2.544e-02, eta: 2 days, 6:21:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5121, top5_acc: 0.7566, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.4768 2021-06-25 08:44:49,673 - mmaction - INFO - Epoch [134][1200/1879] lr: 2.544e-02, eta: 2 days, 6:21:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5230, top5_acc: 0.7707, loss_cls: 1.9983, loss: 1.9983, grad_norm: 3.3424 2021-06-25 08:45:34,419 - mmaction - INFO - Epoch [134][1220/1879] lr: 2.544e-02, eta: 2 days, 6:20:23, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7531, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.4692 2021-06-25 08:46:19,250 - mmaction - INFO - Epoch [134][1240/1879] lr: 2.544e-02, eta: 2 days, 6:19:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7574, loss_cls: 2.0258, loss: 2.0258, grad_norm: 3.3037 2021-06-25 08:47:04,116 - mmaction - INFO - Epoch [134][1260/1879] lr: 2.544e-02, eta: 2 days, 6:18:53, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0145, loss: 2.0145, grad_norm: 3.3728 2021-06-25 08:47:48,788 - mmaction - INFO - Epoch [134][1280/1879] lr: 2.544e-02, eta: 2 days, 6:18:08, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7637, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.3926 2021-06-25 08:48:33,575 - mmaction - INFO - Epoch [134][1300/1879] lr: 2.544e-02, eta: 2 days, 6:17:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7801, loss_cls: 1.9293, loss: 1.9293, grad_norm: 3.4222 2021-06-25 08:49:18,284 - mmaction - INFO - Epoch [134][1320/1879] lr: 2.544e-02, eta: 2 days, 6:16:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7609, loss_cls: 2.0053, loss: 2.0053, grad_norm: 3.2903 2021-06-25 08:50:03,101 - mmaction - INFO - Epoch [134][1340/1879] lr: 2.544e-02, eta: 2 days, 6:15:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7730, loss_cls: 1.9560, loss: 1.9560, grad_norm: 3.3417 2021-06-25 08:50:47,751 - mmaction - INFO - Epoch [134][1360/1879] lr: 2.544e-02, eta: 2 days, 6:15:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7617, loss_cls: 1.9700, loss: 1.9700, grad_norm: 3.3352 2021-06-25 08:51:32,479 - mmaction - INFO - Epoch [134][1380/1879] lr: 2.544e-02, eta: 2 days, 6:14:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7699, loss_cls: 1.9825, loss: 1.9825, grad_norm: 3.5141 2021-06-25 08:52:17,239 - mmaction - INFO - Epoch [134][1400/1879] lr: 2.544e-02, eta: 2 days, 6:13:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0663, loss: 2.0663, grad_norm: 3.3974 2021-06-25 08:53:02,013 - mmaction - INFO - Epoch [134][1420/1879] lr: 2.544e-02, eta: 2 days, 6:12:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7668, loss_cls: 1.9826, loss: 1.9826, grad_norm: 3.4322 2021-06-25 08:53:46,671 - mmaction - INFO - Epoch [134][1440/1879] lr: 2.544e-02, eta: 2 days, 6:12:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7691, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.3851 2021-06-25 08:54:31,465 - mmaction - INFO - Epoch [134][1460/1879] lr: 2.544e-02, eta: 2 days, 6:11:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7699, loss_cls: 2.0003, loss: 2.0003, grad_norm: 3.5788 2021-06-25 08:55:16,114 - mmaction - INFO - Epoch [134][1480/1879] lr: 2.544e-02, eta: 2 days, 6:10:38, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7746, loss_cls: 1.9550, loss: 1.9550, grad_norm: 3.4117 2021-06-25 08:56:00,896 - mmaction - INFO - Epoch [134][1500/1879] lr: 2.544e-02, eta: 2 days, 6:09:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7641, loss_cls: 2.0145, loss: 2.0145, grad_norm: 3.3766 2021-06-25 08:56:45,682 - mmaction - INFO - Epoch [134][1520/1879] lr: 2.544e-02, eta: 2 days, 6:09:08, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7773, loss_cls: 1.8932, loss: 1.8932, grad_norm: 3.3805 2021-06-25 08:57:30,329 - mmaction - INFO - Epoch [134][1540/1879] lr: 2.544e-02, eta: 2 days, 6:08:23, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7629, loss_cls: 1.9970, loss: 1.9970, grad_norm: 3.4303 2021-06-25 08:58:15,214 - mmaction - INFO - Epoch [134][1560/1879] lr: 2.544e-02, eta: 2 days, 6:07:38, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7547, loss_cls: 2.0594, loss: 2.0594, grad_norm: 3.4217 2021-06-25 08:59:00,040 - mmaction - INFO - Epoch [134][1580/1879] lr: 2.544e-02, eta: 2 days, 6:06:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7754, loss_cls: 1.9561, loss: 1.9561, grad_norm: 3.3583 2021-06-25 08:59:44,923 - mmaction - INFO - Epoch [134][1600/1879] lr: 2.544e-02, eta: 2 days, 6:06:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7734, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.3106 2021-06-25 09:00:29,720 - mmaction - INFO - Epoch [134][1620/1879] lr: 2.544e-02, eta: 2 days, 6:05:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5543, top5_acc: 0.7758, loss_cls: 1.9663, loss: 1.9663, grad_norm: 3.3954 2021-06-25 09:01:14,458 - mmaction - INFO - Epoch [134][1640/1879] lr: 2.544e-02, eta: 2 days, 6:04:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7621, loss_cls: 2.0214, loss: 2.0214, grad_norm: 3.3336 2021-06-25 09:01:59,193 - mmaction - INFO - Epoch [134][1660/1879] lr: 2.544e-02, eta: 2 days, 6:03:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7652, loss_cls: 1.9770, loss: 1.9770, grad_norm: 3.3174 2021-06-25 09:02:44,035 - mmaction - INFO - Epoch [134][1680/1879] lr: 2.544e-02, eta: 2 days, 6:03:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 1.9902, loss: 1.9902, grad_norm: 3.3623 2021-06-25 09:03:28,761 - mmaction - INFO - Epoch [134][1700/1879] lr: 2.544e-02, eta: 2 days, 6:02:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 2.0103, loss: 2.0103, grad_norm: 3.2192 2021-06-25 09:04:13,583 - mmaction - INFO - Epoch [134][1720/1879] lr: 2.544e-02, eta: 2 days, 6:01:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0117, loss: 2.0117, grad_norm: 3.3897 2021-06-25 09:04:58,329 - mmaction - INFO - Epoch [134][1740/1879] lr: 2.544e-02, eta: 2 days, 6:00:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9695, loss: 1.9695, grad_norm: 3.3950 2021-06-25 09:05:43,132 - mmaction - INFO - Epoch [134][1760/1879] lr: 2.544e-02, eta: 2 days, 6:00:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7699, loss_cls: 2.0216, loss: 2.0216, grad_norm: 3.3405 2021-06-25 09:06:27,978 - mmaction - INFO - Epoch [134][1780/1879] lr: 2.544e-02, eta: 2 days, 5:59:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7754, loss_cls: 1.9653, loss: 1.9653, grad_norm: 3.4025 2021-06-25 09:07:12,810 - mmaction - INFO - Epoch [134][1800/1879] lr: 2.544e-02, eta: 2 days, 5:58:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7707, loss_cls: 1.9836, loss: 1.9836, grad_norm: 3.4060 2021-06-25 09:07:57,419 - mmaction - INFO - Epoch [134][1820/1879] lr: 2.544e-02, eta: 2 days, 5:57:53, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9210, loss: 1.9210, grad_norm: 3.3401 2021-06-25 09:08:42,280 - mmaction - INFO - Epoch [134][1840/1879] lr: 2.544e-02, eta: 2 days, 5:57:08, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7598, loss_cls: 2.0352, loss: 2.0352, grad_norm: 3.4422 2021-06-25 09:09:27,129 - mmaction - INFO - Epoch [134][1860/1879] lr: 2.544e-02, eta: 2 days, 5:56:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7602, loss_cls: 2.0273, loss: 2.0273, grad_norm: 3.3931 2021-06-25 09:10:10,254 - mmaction - INFO - Saving checkpoint at 134 epochs 2021-06-25 09:11:42,009 - mmaction - INFO - Epoch [135][20/1879] lr: 2.443e-02, eta: 2 days, 5:54:57, time: 4.557, data_time: 2.303, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7754, loss_cls: 1.9543, loss: 1.9543, grad_norm: 3.3636 2021-06-25 09:12:26,870 - mmaction - INFO - Epoch [135][40/1879] lr: 2.443e-02, eta: 2 days, 5:54:12, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7715, loss_cls: 1.9662, loss: 1.9662, grad_norm: 3.3299 2021-06-25 09:13:11,753 - mmaction - INFO - Epoch [135][60/1879] lr: 2.443e-02, eta: 2 days, 5:53:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7816, loss_cls: 1.9382, loss: 1.9382, grad_norm: 3.3813 2021-06-25 09:13:56,578 - mmaction - INFO - Epoch [135][80/1879] lr: 2.443e-02, eta: 2 days, 5:52:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7711, loss_cls: 1.9640, loss: 1.9640, grad_norm: 3.3963 2021-06-25 09:14:41,485 - mmaction - INFO - Epoch [135][100/1879] lr: 2.443e-02, eta: 2 days, 5:51:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7656, loss_cls: 1.9756, loss: 1.9756, grad_norm: 3.4400 2021-06-25 09:15:26,328 - mmaction - INFO - Epoch [135][120/1879] lr: 2.443e-02, eta: 2 days, 5:51:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7723, loss_cls: 1.9845, loss: 1.9845, grad_norm: 3.3244 2021-06-25 09:16:11,220 - mmaction - INFO - Epoch [135][140/1879] lr: 2.443e-02, eta: 2 days, 5:50:27, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9296, loss: 1.9296, grad_norm: 3.3695 2021-06-25 09:16:56,087 - mmaction - INFO - Epoch [135][160/1879] lr: 2.443e-02, eta: 2 days, 5:49:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7973, loss_cls: 1.8587, loss: 1.8587, grad_norm: 3.3874 2021-06-25 09:17:40,909 - mmaction - INFO - Epoch [135][180/1879] lr: 2.443e-02, eta: 2 days, 5:48:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0349, loss: 2.0349, grad_norm: 3.5027 2021-06-25 09:18:25,737 - mmaction - INFO - Epoch [135][200/1879] lr: 2.443e-02, eta: 2 days, 5:48:13, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7816, loss_cls: 1.9317, loss: 1.9317, grad_norm: 3.4016 2021-06-25 09:19:10,568 - mmaction - INFO - Epoch [135][220/1879] lr: 2.443e-02, eta: 2 days, 5:47:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9868, loss: 1.9868, grad_norm: 3.4245 2021-06-25 09:19:55,439 - mmaction - INFO - Epoch [135][240/1879] lr: 2.443e-02, eta: 2 days, 5:46:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7848, loss_cls: 1.8858, loss: 1.8858, grad_norm: 3.3807 2021-06-25 09:20:40,234 - mmaction - INFO - Epoch [135][260/1879] lr: 2.443e-02, eta: 2 days, 5:45:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7793, loss_cls: 1.9353, loss: 1.9353, grad_norm: 3.4142 2021-06-25 09:21:25,187 - mmaction - INFO - Epoch [135][280/1879] lr: 2.443e-02, eta: 2 days, 5:45:13, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9738, loss: 1.9738, grad_norm: 3.5468 2021-06-25 09:22:09,958 - mmaction - INFO - Epoch [135][300/1879] lr: 2.443e-02, eta: 2 days, 5:44:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7855, loss_cls: 1.8673, loss: 1.8673, grad_norm: 3.3571 2021-06-25 09:22:54,850 - mmaction - INFO - Epoch [135][320/1879] lr: 2.443e-02, eta: 2 days, 5:43:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7754, loss_cls: 1.9427, loss: 1.9427, grad_norm: 3.3989 2021-06-25 09:23:39,555 - mmaction - INFO - Epoch [135][340/1879] lr: 2.443e-02, eta: 2 days, 5:42:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7754, loss_cls: 1.9510, loss: 1.9510, grad_norm: 3.4158 2021-06-25 09:24:24,431 - mmaction - INFO - Epoch [135][360/1879] lr: 2.443e-02, eta: 2 days, 5:42:13, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7742, loss_cls: 1.9381, loss: 1.9381, grad_norm: 3.4150 2021-06-25 09:25:09,216 - mmaction - INFO - Epoch [135][380/1879] lr: 2.443e-02, eta: 2 days, 5:41:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7648, loss_cls: 1.9682, loss: 1.9682, grad_norm: 3.4780 2021-06-25 09:25:53,934 - mmaction - INFO - Epoch [135][400/1879] lr: 2.443e-02, eta: 2 days, 5:40:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 2.0299, loss: 2.0299, grad_norm: 3.4512 2021-06-25 09:26:38,856 - mmaction - INFO - Epoch [135][420/1879] lr: 2.443e-02, eta: 2 days, 5:39:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7758, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.3560 2021-06-25 09:27:23,704 - mmaction - INFO - Epoch [135][440/1879] lr: 2.443e-02, eta: 2 days, 5:39:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7637, loss_cls: 1.9908, loss: 1.9908, grad_norm: 3.3751 2021-06-25 09:28:08,669 - mmaction - INFO - Epoch [135][460/1879] lr: 2.443e-02, eta: 2 days, 5:38:28, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7883, loss_cls: 1.8934, loss: 1.8934, grad_norm: 3.3464 2021-06-25 09:28:53,375 - mmaction - INFO - Epoch [135][480/1879] lr: 2.443e-02, eta: 2 days, 5:37:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7672, loss_cls: 1.9650, loss: 1.9650, grad_norm: 3.3663 2021-06-25 09:29:38,089 - mmaction - INFO - Epoch [135][500/1879] lr: 2.443e-02, eta: 2 days, 5:36:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7711, loss_cls: 2.0210, loss: 2.0210, grad_norm: 3.3751 2021-06-25 09:30:22,923 - mmaction - INFO - Epoch [135][520/1879] lr: 2.443e-02, eta: 2 days, 5:36:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7902, loss_cls: 1.8922, loss: 1.8922, grad_norm: 3.3748 2021-06-25 09:31:07,773 - mmaction - INFO - Epoch [135][540/1879] lr: 2.443e-02, eta: 2 days, 5:35:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7652, loss_cls: 2.0418, loss: 2.0418, grad_norm: 3.5142 2021-06-25 09:31:52,519 - mmaction - INFO - Epoch [135][560/1879] lr: 2.443e-02, eta: 2 days, 5:34:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7820, loss_cls: 1.8977, loss: 1.8977, grad_norm: 3.3972 2021-06-25 09:32:37,220 - mmaction - INFO - Epoch [135][580/1879] lr: 2.443e-02, eta: 2 days, 5:33:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7691, loss_cls: 1.9772, loss: 1.9772, grad_norm: 3.3813 2021-06-25 09:33:21,865 - mmaction - INFO - Epoch [135][600/1879] lr: 2.443e-02, eta: 2 days, 5:33:13, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7777, loss_cls: 1.9206, loss: 1.9206, grad_norm: 3.4268 2021-06-25 09:34:06,634 - mmaction - INFO - Epoch [135][620/1879] lr: 2.443e-02, eta: 2 days, 5:32:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9352, loss: 1.9352, grad_norm: 3.4092 2021-06-25 09:34:51,340 - mmaction - INFO - Epoch [135][640/1879] lr: 2.443e-02, eta: 2 days, 5:31:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5156, top5_acc: 0.7715, loss_cls: 2.0263, loss: 2.0263, grad_norm: 3.4496 2021-06-25 09:35:35,981 - mmaction - INFO - Epoch [135][660/1879] lr: 2.443e-02, eta: 2 days, 5:30:58, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5414, top5_acc: 0.7738, loss_cls: 1.9673, loss: 1.9673, grad_norm: 3.3867 2021-06-25 09:36:20,768 - mmaction - INFO - Epoch [135][680/1879] lr: 2.443e-02, eta: 2 days, 5:30:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5414, top5_acc: 0.7707, loss_cls: 1.9616, loss: 1.9616, grad_norm: 3.4684 2021-06-25 09:37:05,463 - mmaction - INFO - Epoch [135][700/1879] lr: 2.443e-02, eta: 2 days, 5:29:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7777, loss_cls: 1.9234, loss: 1.9234, grad_norm: 3.3915 2021-06-25 09:37:50,317 - mmaction - INFO - Epoch [135][720/1879] lr: 2.443e-02, eta: 2 days, 5:28:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5223, top5_acc: 0.7699, loss_cls: 1.9968, loss: 1.9968, grad_norm: 3.4505 2021-06-25 09:38:35,183 - mmaction - INFO - Epoch [135][740/1879] lr: 2.443e-02, eta: 2 days, 5:27:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7727, loss_cls: 1.9526, loss: 1.9526, grad_norm: 3.4187 2021-06-25 09:39:19,925 - mmaction - INFO - Epoch [135][760/1879] lr: 2.443e-02, eta: 2 days, 5:27:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7809, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.4612 2021-06-25 09:40:04,738 - mmaction - INFO - Epoch [135][780/1879] lr: 2.443e-02, eta: 2 days, 5:26:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7824, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.4538 2021-06-25 09:40:49,489 - mmaction - INFO - Epoch [135][800/1879] lr: 2.443e-02, eta: 2 days, 5:25:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7734, loss_cls: 1.9419, loss: 1.9419, grad_norm: 3.3671 2021-06-25 09:41:34,235 - mmaction - INFO - Epoch [135][820/1879] lr: 2.443e-02, eta: 2 days, 5:24:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7770, loss_cls: 1.9426, loss: 1.9426, grad_norm: 3.5035 2021-06-25 09:42:19,160 - mmaction - INFO - Epoch [135][840/1879] lr: 2.443e-02, eta: 2 days, 5:24:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7688, loss_cls: 1.9366, loss: 1.9366, grad_norm: 3.4662 2021-06-25 09:43:03,881 - mmaction - INFO - Epoch [135][860/1879] lr: 2.443e-02, eta: 2 days, 5:23:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5305, top5_acc: 0.7684, loss_cls: 1.9954, loss: 1.9954, grad_norm: 3.6894 2021-06-25 09:43:48,570 - mmaction - INFO - Epoch [135][880/1879] lr: 2.443e-02, eta: 2 days, 5:22:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7609, loss_cls: 2.0754, loss: 2.0754, grad_norm: 3.5329 2021-06-25 09:44:33,393 - mmaction - INFO - Epoch [135][900/1879] lr: 2.443e-02, eta: 2 days, 5:21:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9435, loss: 1.9435, grad_norm: 3.3983 2021-06-25 09:45:18,185 - mmaction - INFO - Epoch [135][920/1879] lr: 2.443e-02, eta: 2 days, 5:21:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7672, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.3737 2021-06-25 09:46:03,048 - mmaction - INFO - Epoch [135][940/1879] lr: 2.443e-02, eta: 2 days, 5:20:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7703, loss_cls: 1.9747, loss: 1.9747, grad_norm: 3.3979 2021-06-25 09:46:47,781 - mmaction - INFO - Epoch [135][960/1879] lr: 2.443e-02, eta: 2 days, 5:19:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7797, loss_cls: 1.9770, loss: 1.9770, grad_norm: 3.4107 2021-06-25 09:47:32,712 - mmaction - INFO - Epoch [135][980/1879] lr: 2.443e-02, eta: 2 days, 5:18:59, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7945, loss_cls: 1.8714, loss: 1.8714, grad_norm: 3.3635 2021-06-25 09:48:17,578 - mmaction - INFO - Epoch [135][1000/1879] lr: 2.443e-02, eta: 2 days, 5:18:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7695, loss_cls: 1.9762, loss: 1.9762, grad_norm: 3.5051 2021-06-25 09:49:02,324 - mmaction - INFO - Epoch [135][1020/1879] lr: 2.443e-02, eta: 2 days, 5:17:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9432, loss: 1.9432, grad_norm: 3.3418 2021-06-25 09:49:47,055 - mmaction - INFO - Epoch [135][1040/1879] lr: 2.443e-02, eta: 2 days, 5:16:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7770, loss_cls: 1.9504, loss: 1.9504, grad_norm: 3.4253 2021-06-25 09:50:31,793 - mmaction - INFO - Epoch [135][1060/1879] lr: 2.443e-02, eta: 2 days, 5:15:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9849, loss: 1.9849, grad_norm: 3.4603 2021-06-25 09:51:16,492 - mmaction - INFO - Epoch [135][1080/1879] lr: 2.443e-02, eta: 2 days, 5:15:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5609, top5_acc: 0.7863, loss_cls: 1.8848, loss: 1.8848, grad_norm: 3.4321 2021-06-25 09:52:01,346 - mmaction - INFO - Epoch [135][1100/1879] lr: 2.443e-02, eta: 2 days, 5:14:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9313, loss: 1.9313, grad_norm: 3.3525 2021-06-25 09:52:46,258 - mmaction - INFO - Epoch [135][1120/1879] lr: 2.443e-02, eta: 2 days, 5:13:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7777, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.3785 2021-06-25 09:53:31,096 - mmaction - INFO - Epoch [135][1140/1879] lr: 2.443e-02, eta: 2 days, 5:12:59, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5160, top5_acc: 0.7680, loss_cls: 2.0357, loss: 2.0357, grad_norm: 3.4048 2021-06-25 09:54:15,902 - mmaction - INFO - Epoch [135][1160/1879] lr: 2.443e-02, eta: 2 days, 5:12:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7953, loss_cls: 1.8999, loss: 1.8999, grad_norm: 3.4365 2021-06-25 09:55:00,581 - mmaction - INFO - Epoch [135][1180/1879] lr: 2.443e-02, eta: 2 days, 5:11:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0335, loss: 2.0335, grad_norm: 3.3614 2021-06-25 09:55:45,361 - mmaction - INFO - Epoch [135][1200/1879] lr: 2.443e-02, eta: 2 days, 5:10:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5219, top5_acc: 0.7551, loss_cls: 2.0113, loss: 2.0113, grad_norm: 3.4758 2021-06-25 09:56:30,170 - mmaction - INFO - Epoch [135][1220/1879] lr: 2.443e-02, eta: 2 days, 5:09:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7684, loss_cls: 1.9875, loss: 1.9875, grad_norm: 3.4746 2021-06-25 09:57:14,933 - mmaction - INFO - Epoch [135][1240/1879] lr: 2.443e-02, eta: 2 days, 5:09:14, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7613, loss_cls: 1.9863, loss: 1.9863, grad_norm: 3.4599 2021-06-25 09:57:59,671 - mmaction - INFO - Epoch [135][1260/1879] lr: 2.443e-02, eta: 2 days, 5:08:29, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5215, top5_acc: 0.7566, loss_cls: 2.0474, loss: 2.0474, grad_norm: 3.4373 2021-06-25 09:58:44,457 - mmaction - INFO - Epoch [135][1280/1879] lr: 2.443e-02, eta: 2 days, 5:07:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7758, loss_cls: 1.9858, loss: 1.9858, grad_norm: 3.4759 2021-06-25 09:59:29,234 - mmaction - INFO - Epoch [135][1300/1879] lr: 2.443e-02, eta: 2 days, 5:06:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7645, loss_cls: 1.9844, loss: 1.9844, grad_norm: 3.3772 2021-06-25 10:00:14,006 - mmaction - INFO - Epoch [135][1320/1879] lr: 2.443e-02, eta: 2 days, 5:06:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7574, loss_cls: 2.0478, loss: 2.0478, grad_norm: 3.4674 2021-06-25 10:00:58,700 - mmaction - INFO - Epoch [135][1340/1879] lr: 2.443e-02, eta: 2 days, 5:05:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7840, loss_cls: 1.9010, loss: 1.9010, grad_norm: 3.3961 2021-06-25 10:01:43,640 - mmaction - INFO - Epoch [135][1360/1879] lr: 2.443e-02, eta: 2 days, 5:04:45, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7801, loss_cls: 1.9554, loss: 1.9554, grad_norm: 3.4582 2021-06-25 10:02:28,427 - mmaction - INFO - Epoch [135][1380/1879] lr: 2.443e-02, eta: 2 days, 5:04:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7762, loss_cls: 1.9536, loss: 1.9536, grad_norm: 3.3870 2021-06-25 10:03:13,084 - mmaction - INFO - Epoch [135][1400/1879] lr: 2.443e-02, eta: 2 days, 5:03:15, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7660, loss_cls: 1.9774, loss: 1.9774, grad_norm: 3.4175 2021-06-25 10:03:57,850 - mmaction - INFO - Epoch [135][1420/1879] lr: 2.443e-02, eta: 2 days, 5:02:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.4096 2021-06-25 10:04:42,561 - mmaction - INFO - Epoch [135][1440/1879] lr: 2.443e-02, eta: 2 days, 5:01:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5348, top5_acc: 0.7742, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.4343 2021-06-25 10:05:27,378 - mmaction - INFO - Epoch [135][1460/1879] lr: 2.443e-02, eta: 2 days, 5:01:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0143, loss: 2.0143, grad_norm: 3.3627 2021-06-25 10:06:12,086 - mmaction - INFO - Epoch [135][1480/1879] lr: 2.443e-02, eta: 2 days, 5:00:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0387, loss: 2.0387, grad_norm: 3.3743 2021-06-25 10:06:56,853 - mmaction - INFO - Epoch [135][1500/1879] lr: 2.443e-02, eta: 2 days, 4:59:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0014, loss: 2.0014, grad_norm: 3.4616 2021-06-25 10:07:41,554 - mmaction - INFO - Epoch [135][1520/1879] lr: 2.443e-02, eta: 2 days, 4:58:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7730, loss_cls: 1.9471, loss: 1.9471, grad_norm: 3.4029 2021-06-25 10:08:26,274 - mmaction - INFO - Epoch [135][1540/1879] lr: 2.443e-02, eta: 2 days, 4:58:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7750, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.4562 2021-06-25 10:09:11,054 - mmaction - INFO - Epoch [135][1560/1879] lr: 2.443e-02, eta: 2 days, 4:57:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5176, top5_acc: 0.7578, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.4345 2021-06-25 10:09:55,780 - mmaction - INFO - Epoch [135][1580/1879] lr: 2.443e-02, eta: 2 days, 4:56:30, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5254, top5_acc: 0.7609, loss_cls: 2.0381, loss: 2.0381, grad_norm: 3.4616 2021-06-25 10:10:40,578 - mmaction - INFO - Epoch [135][1600/1879] lr: 2.443e-02, eta: 2 days, 4:55:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 1.9976, loss: 1.9976, grad_norm: 3.4200 2021-06-25 10:11:25,324 - mmaction - INFO - Epoch [135][1620/1879] lr: 2.443e-02, eta: 2 days, 4:55:00, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5289, top5_acc: 0.7559, loss_cls: 2.0421, loss: 2.0421, grad_norm: 3.3686 2021-06-25 10:12:10,080 - mmaction - INFO - Epoch [135][1640/1879] lr: 2.443e-02, eta: 2 days, 4:54:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7797, loss_cls: 1.9534, loss: 1.9534, grad_norm: 3.4390 2021-06-25 10:12:54,856 - mmaction - INFO - Epoch [135][1660/1879] lr: 2.443e-02, eta: 2 days, 4:53:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7535, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.3919 2021-06-25 10:13:39,769 - mmaction - INFO - Epoch [135][1680/1879] lr: 2.443e-02, eta: 2 days, 4:52:45, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7773, loss_cls: 1.9618, loss: 1.9618, grad_norm: 3.3475 2021-06-25 10:14:24,595 - mmaction - INFO - Epoch [135][1700/1879] lr: 2.443e-02, eta: 2 days, 4:52:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5258, top5_acc: 0.7629, loss_cls: 1.9963, loss: 1.9963, grad_norm: 3.5305 2021-06-25 10:15:09,321 - mmaction - INFO - Epoch [135][1720/1879] lr: 2.443e-02, eta: 2 days, 4:51:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7668, loss_cls: 1.9771, loss: 1.9771, grad_norm: 3.5270 2021-06-25 10:15:53,988 - mmaction - INFO - Epoch [135][1740/1879] lr: 2.443e-02, eta: 2 days, 4:50:30, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7770, loss_cls: 1.9861, loss: 1.9861, grad_norm: 3.4414 2021-06-25 10:16:38,752 - mmaction - INFO - Epoch [135][1760/1879] lr: 2.443e-02, eta: 2 days, 4:49:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7633, loss_cls: 2.0371, loss: 2.0371, grad_norm: 3.4009 2021-06-25 10:17:23,389 - mmaction - INFO - Epoch [135][1780/1879] lr: 2.443e-02, eta: 2 days, 4:49:00, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5598, top5_acc: 0.7816, loss_cls: 1.9325, loss: 1.9325, grad_norm: 3.3977 2021-06-25 10:18:08,175 - mmaction - INFO - Epoch [135][1800/1879] lr: 2.443e-02, eta: 2 days, 4:48:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7762, loss_cls: 1.9478, loss: 1.9478, grad_norm: 3.4623 2021-06-25 10:18:52,966 - mmaction - INFO - Epoch [135][1820/1879] lr: 2.443e-02, eta: 2 days, 4:47:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7859, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.4540 2021-06-25 10:19:37,736 - mmaction - INFO - Epoch [135][1840/1879] lr: 2.443e-02, eta: 2 days, 4:46:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0346, loss: 2.0346, grad_norm: 3.4714 2021-06-25 10:20:22,539 - mmaction - INFO - Epoch [135][1860/1879] lr: 2.443e-02, eta: 2 days, 4:46:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7695, loss_cls: 1.9645, loss: 1.9645, grad_norm: 3.5150 2021-06-25 10:21:05,716 - mmaction - INFO - Saving checkpoint at 135 epochs 2021-06-25 10:22:37,830 - mmaction - INFO - Epoch [136][20/1879] lr: 2.343e-02, eta: 2 days, 4:44:34, time: 4.577, data_time: 2.327, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7809, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.3834 2021-06-25 10:23:22,784 - mmaction - INFO - Epoch [136][40/1879] lr: 2.343e-02, eta: 2 days, 4:43:49, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7910, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.4305 2021-06-25 10:24:07,737 - mmaction - INFO - Epoch [136][60/1879] lr: 2.343e-02, eta: 2 days, 4:43:04, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5309, top5_acc: 0.7793, loss_cls: 1.9779, loss: 1.9779, grad_norm: 3.4941 2021-06-25 10:24:52,558 - mmaction - INFO - Epoch [136][80/1879] lr: 2.343e-02, eta: 2 days, 4:42:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7832, loss_cls: 1.9322, loss: 1.9322, grad_norm: 3.5057 2021-06-25 10:25:37,492 - mmaction - INFO - Epoch [136][100/1879] lr: 2.343e-02, eta: 2 days, 4:41:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7824, loss_cls: 1.9111, loss: 1.9111, grad_norm: 3.4165 2021-06-25 10:26:22,339 - mmaction - INFO - Epoch [136][120/1879] lr: 2.343e-02, eta: 2 days, 4:40:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7754, loss_cls: 1.9654, loss: 1.9654, grad_norm: 3.4683 2021-06-25 10:27:07,203 - mmaction - INFO - Epoch [136][140/1879] lr: 2.343e-02, eta: 2 days, 4:40:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5414, top5_acc: 0.7836, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.5110 2021-06-25 10:27:51,977 - mmaction - INFO - Epoch [136][160/1879] lr: 2.343e-02, eta: 2 days, 4:39:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7648, loss_cls: 1.9549, loss: 1.9549, grad_norm: 3.3871 2021-06-25 10:28:36,855 - mmaction - INFO - Epoch [136][180/1879] lr: 2.343e-02, eta: 2 days, 4:38:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7809, loss_cls: 1.9121, loss: 1.9121, grad_norm: 3.5380 2021-06-25 10:29:21,759 - mmaction - INFO - Epoch [136][200/1879] lr: 2.343e-02, eta: 2 days, 4:37:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7848, loss_cls: 1.9392, loss: 1.9392, grad_norm: 3.5364 2021-06-25 10:30:06,679 - mmaction - INFO - Epoch [136][220/1879] lr: 2.343e-02, eta: 2 days, 4:37:04, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9625, loss: 1.9625, grad_norm: 3.4356 2021-06-25 10:30:51,711 - mmaction - INFO - Epoch [136][240/1879] lr: 2.343e-02, eta: 2 days, 4:36:20, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7824, loss_cls: 1.9061, loss: 1.9061, grad_norm: 3.4178 2021-06-25 10:31:36,545 - mmaction - INFO - Epoch [136][260/1879] lr: 2.343e-02, eta: 2 days, 4:35:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7707, loss_cls: 1.9290, loss: 1.9290, grad_norm: 3.4972 2021-06-25 10:32:21,289 - mmaction - INFO - Epoch [136][280/1879] lr: 2.343e-02, eta: 2 days, 4:34:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7625, loss_cls: 1.9979, loss: 1.9979, grad_norm: 3.4309 2021-06-25 10:33:06,187 - mmaction - INFO - Epoch [136][300/1879] lr: 2.343e-02, eta: 2 days, 4:34:05, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7824, loss_cls: 1.9009, loss: 1.9009, grad_norm: 3.4503 2021-06-25 10:33:50,985 - mmaction - INFO - Epoch [136][320/1879] lr: 2.343e-02, eta: 2 days, 4:33:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9279, loss: 1.9279, grad_norm: 3.3746 2021-06-25 10:34:35,752 - mmaction - INFO - Epoch [136][340/1879] lr: 2.343e-02, eta: 2 days, 4:32:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7762, loss_cls: 1.9444, loss: 1.9444, grad_norm: 3.4291 2021-06-25 10:35:20,509 - mmaction - INFO - Epoch [136][360/1879] lr: 2.343e-02, eta: 2 days, 4:31:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7785, loss_cls: 1.9380, loss: 1.9380, grad_norm: 3.4955 2021-06-25 10:36:05,383 - mmaction - INFO - Epoch [136][380/1879] lr: 2.343e-02, eta: 2 days, 4:31:05, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7914, loss_cls: 1.8881, loss: 1.8881, grad_norm: 3.4112 2021-06-25 10:36:50,228 - mmaction - INFO - Epoch [136][400/1879] lr: 2.343e-02, eta: 2 days, 4:30:20, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7840, loss_cls: 1.9669, loss: 1.9669, grad_norm: 3.5690 2021-06-25 10:37:35,105 - mmaction - INFO - Epoch [136][420/1879] lr: 2.343e-02, eta: 2 days, 4:29:35, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7746, loss_cls: 1.9333, loss: 1.9333, grad_norm: 3.4559 2021-06-25 10:38:19,976 - mmaction - INFO - Epoch [136][440/1879] lr: 2.343e-02, eta: 2 days, 4:28:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7773, loss_cls: 1.9595, loss: 1.9595, grad_norm: 3.4061 2021-06-25 10:39:04,861 - mmaction - INFO - Epoch [136][460/1879] lr: 2.343e-02, eta: 2 days, 4:28:05, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.3890 2021-06-25 10:39:49,466 - mmaction - INFO - Epoch [136][480/1879] lr: 2.343e-02, eta: 2 days, 4:27:20, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7777, loss_cls: 1.9553, loss: 1.9553, grad_norm: 3.4345 2021-06-25 10:40:34,224 - mmaction - INFO - Epoch [136][500/1879] lr: 2.343e-02, eta: 2 days, 4:26:35, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7797, loss_cls: 1.9676, loss: 1.9676, grad_norm: 3.4012 2021-06-25 10:41:18,903 - mmaction - INFO - Epoch [136][520/1879] lr: 2.343e-02, eta: 2 days, 4:25:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7660, loss_cls: 2.0175, loss: 2.0175, grad_norm: 3.4624 2021-06-25 10:42:03,766 - mmaction - INFO - Epoch [136][540/1879] lr: 2.343e-02, eta: 2 days, 4:25:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7801, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.4530 2021-06-25 10:42:48,588 - mmaction - INFO - Epoch [136][560/1879] lr: 2.343e-02, eta: 2 days, 4:24:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.8992, loss: 1.8992, grad_norm: 3.4244 2021-06-25 10:43:33,364 - mmaction - INFO - Epoch [136][580/1879] lr: 2.343e-02, eta: 2 days, 4:23:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7809, loss_cls: 1.9312, loss: 1.9312, grad_norm: 3.4786 2021-06-25 10:44:18,046 - mmaction - INFO - Epoch [136][600/1879] lr: 2.343e-02, eta: 2 days, 4:22:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7770, loss_cls: 1.9737, loss: 1.9737, grad_norm: 3.4734 2021-06-25 10:45:02,666 - mmaction - INFO - Epoch [136][620/1879] lr: 2.343e-02, eta: 2 days, 4:22:05, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.9090, loss: 1.9090, grad_norm: 3.4613 2021-06-25 10:45:47,485 - mmaction - INFO - Epoch [136][640/1879] lr: 2.343e-02, eta: 2 days, 4:21:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7777, loss_cls: 1.9001, loss: 1.9001, grad_norm: 3.4598 2021-06-25 10:46:32,243 - mmaction - INFO - Epoch [136][660/1879] lr: 2.343e-02, eta: 2 days, 4:20:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9681, loss: 1.9681, grad_norm: 3.4510 2021-06-25 10:47:17,089 - mmaction - INFO - Epoch [136][680/1879] lr: 2.343e-02, eta: 2 days, 4:19:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9229, loss: 1.9229, grad_norm: 3.4373 2021-06-25 10:48:01,828 - mmaction - INFO - Epoch [136][700/1879] lr: 2.343e-02, eta: 2 days, 4:19:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5598, top5_acc: 0.7840, loss_cls: 1.8863, loss: 1.8863, grad_norm: 3.4650 2021-06-25 10:48:46,512 - mmaction - INFO - Epoch [136][720/1879] lr: 2.343e-02, eta: 2 days, 4:18:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7801, loss_cls: 1.9102, loss: 1.9102, grad_norm: 3.4948 2021-06-25 10:49:31,208 - mmaction - INFO - Epoch [136][740/1879] lr: 2.343e-02, eta: 2 days, 4:17:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7758, loss_cls: 1.9213, loss: 1.9213, grad_norm: 3.4944 2021-06-25 10:50:16,032 - mmaction - INFO - Epoch [136][760/1879] lr: 2.343e-02, eta: 2 days, 4:16:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7645, loss_cls: 1.9558, loss: 1.9558, grad_norm: 3.4506 2021-06-25 10:51:00,968 - mmaction - INFO - Epoch [136][780/1879] lr: 2.343e-02, eta: 2 days, 4:16:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7621, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.5124 2021-06-25 10:51:45,765 - mmaction - INFO - Epoch [136][800/1879] lr: 2.343e-02, eta: 2 days, 4:15:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7805, loss_cls: 1.9459, loss: 1.9459, grad_norm: 3.4167 2021-06-25 10:52:30,379 - mmaction - INFO - Epoch [136][820/1879] lr: 2.343e-02, eta: 2 days, 4:14:36, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9567, loss: 1.9567, grad_norm: 3.5037 2021-06-25 10:53:15,175 - mmaction - INFO - Epoch [136][840/1879] lr: 2.343e-02, eta: 2 days, 4:13:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7785, loss_cls: 1.9756, loss: 1.9756, grad_norm: 3.5469 2021-06-25 10:53:59,911 - mmaction - INFO - Epoch [136][860/1879] lr: 2.343e-02, eta: 2 days, 4:13:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5195, top5_acc: 0.7734, loss_cls: 2.0248, loss: 2.0248, grad_norm: 3.5185 2021-06-25 10:54:44,786 - mmaction - INFO - Epoch [136][880/1879] lr: 2.343e-02, eta: 2 days, 4:12:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7680, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.3557 2021-06-25 10:55:29,537 - mmaction - INFO - Epoch [136][900/1879] lr: 2.343e-02, eta: 2 days, 4:11:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7738, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.4011 2021-06-25 10:56:14,340 - mmaction - INFO - Epoch [136][920/1879] lr: 2.343e-02, eta: 2 days, 4:10:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7707, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.4793 2021-06-25 10:56:59,052 - mmaction - INFO - Epoch [136][940/1879] lr: 2.343e-02, eta: 2 days, 4:10:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.4209 2021-06-25 10:57:43,821 - mmaction - INFO - Epoch [136][960/1879] lr: 2.343e-02, eta: 2 days, 4:09:21, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0398, loss: 2.0398, grad_norm: 3.5138 2021-06-25 10:58:28,622 - mmaction - INFO - Epoch [136][980/1879] lr: 2.343e-02, eta: 2 days, 4:08:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7918, loss_cls: 1.9039, loss: 1.9039, grad_norm: 3.4286 2021-06-25 10:59:13,467 - mmaction - INFO - Epoch [136][1000/1879] lr: 2.343e-02, eta: 2 days, 4:07:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.4258 2021-06-25 10:59:58,220 - mmaction - INFO - Epoch [136][1020/1879] lr: 2.343e-02, eta: 2 days, 4:07:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9843, loss: 1.9843, grad_norm: 3.4892 2021-06-25 11:00:42,933 - mmaction - INFO - Epoch [136][1040/1879] lr: 2.343e-02, eta: 2 days, 4:06:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7684, loss_cls: 1.9797, loss: 1.9797, grad_norm: 3.4805 2021-06-25 11:01:27,852 - mmaction - INFO - Epoch [136][1060/1879] lr: 2.343e-02, eta: 2 days, 4:05:36, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7773, loss_cls: 1.9210, loss: 1.9210, grad_norm: 3.4980 2021-06-25 11:02:12,621 - mmaction - INFO - Epoch [136][1080/1879] lr: 2.343e-02, eta: 2 days, 4:04:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0141, loss: 2.0141, grad_norm: 3.5025 2021-06-25 11:02:57,431 - mmaction - INFO - Epoch [136][1100/1879] lr: 2.343e-02, eta: 2 days, 4:04:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 2.0129, loss: 2.0129, grad_norm: 3.4552 2021-06-25 11:03:42,165 - mmaction - INFO - Epoch [136][1120/1879] lr: 2.343e-02, eta: 2 days, 4:03:21, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7746, loss_cls: 1.9325, loss: 1.9325, grad_norm: 3.4871 2021-06-25 11:04:26,847 - mmaction - INFO - Epoch [136][1140/1879] lr: 2.343e-02, eta: 2 days, 4:02:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7762, loss_cls: 1.8937, loss: 1.8937, grad_norm: 3.3583 2021-06-25 11:05:11,605 - mmaction - INFO - Epoch [136][1160/1879] lr: 2.343e-02, eta: 2 days, 4:01:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0415, loss: 2.0415, grad_norm: 3.5474 2021-06-25 11:05:56,340 - mmaction - INFO - Epoch [136][1180/1879] lr: 2.343e-02, eta: 2 days, 4:01:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7773, loss_cls: 1.9248, loss: 1.9248, grad_norm: 3.3905 2021-06-25 11:06:41,247 - mmaction - INFO - Epoch [136][1200/1879] lr: 2.343e-02, eta: 2 days, 4:00:21, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9297, loss: 1.9297, grad_norm: 3.4191 2021-06-25 11:07:26,204 - mmaction - INFO - Epoch [136][1220/1879] lr: 2.343e-02, eta: 2 days, 3:59:36, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7770, loss_cls: 1.9534, loss: 1.9534, grad_norm: 3.5019 2021-06-25 11:08:10,997 - mmaction - INFO - Epoch [136][1240/1879] lr: 2.343e-02, eta: 2 days, 3:58:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5312, top5_acc: 0.7754, loss_cls: 1.9852, loss: 1.9852, grad_norm: 3.6271 2021-06-25 11:08:55,787 - mmaction - INFO - Epoch [136][1260/1879] lr: 2.343e-02, eta: 2 days, 3:58:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7598, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.3578 2021-06-25 11:09:40,547 - mmaction - INFO - Epoch [136][1280/1879] lr: 2.343e-02, eta: 2 days, 3:57:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7855, loss_cls: 1.9056, loss: 1.9056, grad_norm: 3.4221 2021-06-25 11:10:25,215 - mmaction - INFO - Epoch [136][1300/1879] lr: 2.343e-02, eta: 2 days, 3:56:36, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7754, loss_cls: 1.9481, loss: 1.9481, grad_norm: 3.4493 2021-06-25 11:11:10,024 - mmaction - INFO - Epoch [136][1320/1879] lr: 2.343e-02, eta: 2 days, 3:55:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7664, loss_cls: 2.0785, loss: 2.0785, grad_norm: 3.5183 2021-06-25 11:11:54,742 - mmaction - INFO - Epoch [136][1340/1879] lr: 2.343e-02, eta: 2 days, 3:55:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7703, loss_cls: 1.9852, loss: 1.9852, grad_norm: 3.4439 2021-06-25 11:12:39,537 - mmaction - INFO - Epoch [136][1360/1879] lr: 2.343e-02, eta: 2 days, 3:54:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.4439 2021-06-25 11:13:24,273 - mmaction - INFO - Epoch [136][1380/1879] lr: 2.343e-02, eta: 2 days, 3:53:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9376, loss: 1.9376, grad_norm: 3.4400 2021-06-25 11:14:08,994 - mmaction - INFO - Epoch [136][1400/1879] lr: 2.343e-02, eta: 2 days, 3:52:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5301, top5_acc: 0.7781, loss_cls: 1.9792, loss: 1.9792, grad_norm: 3.5025 2021-06-25 11:14:53,782 - mmaction - INFO - Epoch [136][1420/1879] lr: 2.343e-02, eta: 2 days, 3:52:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7758, loss_cls: 1.9099, loss: 1.9099, grad_norm: 3.4470 2021-06-25 11:15:38,612 - mmaction - INFO - Epoch [136][1440/1879] lr: 2.343e-02, eta: 2 days, 3:51:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9298, loss: 1.9298, grad_norm: 3.4045 2021-06-25 11:16:23,289 - mmaction - INFO - Epoch [136][1460/1879] lr: 2.343e-02, eta: 2 days, 3:50:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5145, top5_acc: 0.7492, loss_cls: 2.1105, loss: 2.1105, grad_norm: 3.5667 2021-06-25 11:17:08,177 - mmaction - INFO - Epoch [136][1480/1879] lr: 2.343e-02, eta: 2 days, 3:49:52, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 1.9673, loss: 1.9673, grad_norm: 3.4033 2021-06-25 11:17:52,950 - mmaction - INFO - Epoch [136][1500/1879] lr: 2.343e-02, eta: 2 days, 3:49:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7816, loss_cls: 1.9247, loss: 1.9247, grad_norm: 3.4553 2021-06-25 11:18:37,734 - mmaction - INFO - Epoch [136][1520/1879] lr: 2.343e-02, eta: 2 days, 3:48:22, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7754, loss_cls: 1.9432, loss: 1.9432, grad_norm: 3.4914 2021-06-25 11:19:22,363 - mmaction - INFO - Epoch [136][1540/1879] lr: 2.343e-02, eta: 2 days, 3:47:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.8953, loss: 1.8953, grad_norm: 3.4527 2021-06-25 11:20:06,931 - mmaction - INFO - Epoch [136][1560/1879] lr: 2.343e-02, eta: 2 days, 3:46:52, time: 2.228, data_time: 0.000, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7762, loss_cls: 1.9261, loss: 1.9261, grad_norm: 3.4935 2021-06-25 11:20:51,583 - mmaction - INFO - Epoch [136][1580/1879] lr: 2.343e-02, eta: 2 days, 3:46:07, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7863, loss_cls: 1.9011, loss: 1.9011, grad_norm: 3.4912 2021-06-25 11:21:36,272 - mmaction - INFO - Epoch [136][1600/1879] lr: 2.343e-02, eta: 2 days, 3:45:22, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7793, loss_cls: 1.9598, loss: 1.9598, grad_norm: 3.5918 2021-06-25 11:22:21,131 - mmaction - INFO - Epoch [136][1620/1879] lr: 2.343e-02, eta: 2 days, 3:44:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5398, top5_acc: 0.7691, loss_cls: 1.9677, loss: 1.9677, grad_norm: 3.4552 2021-06-25 11:23:05,739 - mmaction - INFO - Epoch [136][1640/1879] lr: 2.343e-02, eta: 2 days, 3:43:52, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0160, loss: 2.0160, grad_norm: 3.4504 2021-06-25 11:23:50,513 - mmaction - INFO - Epoch [136][1660/1879] lr: 2.343e-02, eta: 2 days, 3:43:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7812, loss_cls: 1.9060, loss: 1.9060, grad_norm: 3.5039 2021-06-25 11:24:35,110 - mmaction - INFO - Epoch [136][1680/1879] lr: 2.343e-02, eta: 2 days, 3:42:22, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7707, loss_cls: 1.9709, loss: 1.9709, grad_norm: 3.5461 2021-06-25 11:25:19,827 - mmaction - INFO - Epoch [136][1700/1879] lr: 2.343e-02, eta: 2 days, 3:41:37, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7895, loss_cls: 1.9137, loss: 1.9137, grad_norm: 3.4001 2021-06-25 11:26:04,698 - mmaction - INFO - Epoch [136][1720/1879] lr: 2.343e-02, eta: 2 days, 3:40:52, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7754, loss_cls: 1.9448, loss: 1.9448, grad_norm: 3.4389 2021-06-25 11:26:49,530 - mmaction - INFO - Epoch [136][1740/1879] lr: 2.343e-02, eta: 2 days, 3:40:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5238, top5_acc: 0.7566, loss_cls: 2.0638, loss: 2.0638, grad_norm: 3.4652 2021-06-25 11:27:34,290 - mmaction - INFO - Epoch [136][1760/1879] lr: 2.343e-02, eta: 2 days, 3:39:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7629, loss_cls: 1.9746, loss: 1.9746, grad_norm: 3.4580 2021-06-25 11:28:19,002 - mmaction - INFO - Epoch [136][1780/1879] lr: 2.343e-02, eta: 2 days, 3:38:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7637, loss_cls: 1.9851, loss: 1.9851, grad_norm: 3.5100 2021-06-25 11:29:03,786 - mmaction - INFO - Epoch [136][1800/1879] lr: 2.343e-02, eta: 2 days, 3:37:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0348, loss: 2.0348, grad_norm: 3.4521 2021-06-25 11:29:48,505 - mmaction - INFO - Epoch [136][1820/1879] lr: 2.343e-02, eta: 2 days, 3:37:07, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7773, loss_cls: 1.9114, loss: 1.9114, grad_norm: 3.4397 2021-06-25 11:30:33,281 - mmaction - INFO - Epoch [136][1840/1879] lr: 2.343e-02, eta: 2 days, 3:36:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5246, top5_acc: 0.7723, loss_cls: 1.9889, loss: 1.9889, grad_norm: 3.5350 2021-06-25 11:31:18,043 - mmaction - INFO - Epoch [136][1860/1879] lr: 2.343e-02, eta: 2 days, 3:35:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7715, loss_cls: 1.9883, loss: 1.9883, grad_norm: 3.4438 2021-06-25 11:32:01,092 - mmaction - INFO - Saving checkpoint at 136 epochs 2021-06-25 11:33:32,927 - mmaction - INFO - Epoch [137][20/1879] lr: 2.245e-02, eta: 2 days, 3:34:10, time: 4.564, data_time: 2.298, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7785, loss_cls: 1.9294, loss: 1.9294, grad_norm: 3.5689 2021-06-25 11:34:17,629 - mmaction - INFO - Epoch [137][40/1879] lr: 2.245e-02, eta: 2 days, 3:33:26, time: 2.235, data_time: 0.003, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7809, loss_cls: 1.9134, loss: 1.9134, grad_norm: 3.4461 2021-06-25 11:35:02,627 - mmaction - INFO - Epoch [137][60/1879] lr: 2.245e-02, eta: 2 days, 3:32:41, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7750, loss_cls: 1.9375, loss: 1.9375, grad_norm: 3.5001 2021-06-25 11:35:47,374 - mmaction - INFO - Epoch [137][80/1879] lr: 2.245e-02, eta: 2 days, 3:31:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7832, loss_cls: 1.8976, loss: 1.8976, grad_norm: 3.3651 2021-06-25 11:36:32,345 - mmaction - INFO - Epoch [137][100/1879] lr: 2.245e-02, eta: 2 days, 3:31:11, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7852, loss_cls: 1.9185, loss: 1.9185, grad_norm: 3.5317 2021-06-25 11:37:17,213 - mmaction - INFO - Epoch [137][120/1879] lr: 2.245e-02, eta: 2 days, 3:30:26, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.8936, loss: 1.8936, grad_norm: 3.4674 2021-06-25 11:38:01,995 - mmaction - INFO - Epoch [137][140/1879] lr: 2.245e-02, eta: 2 days, 3:29:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7926, loss_cls: 1.8683, loss: 1.8683, grad_norm: 3.4338 2021-06-25 11:38:46,859 - mmaction - INFO - Epoch [137][160/1879] lr: 2.245e-02, eta: 2 days, 3:28:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7828, loss_cls: 1.8747, loss: 1.8747, grad_norm: 3.4386 2021-06-25 11:39:31,649 - mmaction - INFO - Epoch [137][180/1879] lr: 2.245e-02, eta: 2 days, 3:28:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7809, loss_cls: 1.8709, loss: 1.8709, grad_norm: 3.4815 2021-06-25 11:40:16,586 - mmaction - INFO - Epoch [137][200/1879] lr: 2.245e-02, eta: 2 days, 3:27:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7793, loss_cls: 1.8983, loss: 1.8983, grad_norm: 3.5097 2021-06-25 11:41:01,414 - mmaction - INFO - Epoch [137][220/1879] lr: 2.245e-02, eta: 2 days, 3:26:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7797, loss_cls: 1.9097, loss: 1.9097, grad_norm: 3.4903 2021-06-25 11:41:46,245 - mmaction - INFO - Epoch [137][240/1879] lr: 2.245e-02, eta: 2 days, 3:25:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.9092, loss: 1.9092, grad_norm: 3.4783 2021-06-25 11:42:31,076 - mmaction - INFO - Epoch [137][260/1879] lr: 2.245e-02, eta: 2 days, 3:25:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7660, loss_cls: 1.9365, loss: 1.9365, grad_norm: 3.5016 2021-06-25 11:43:15,930 - mmaction - INFO - Epoch [137][280/1879] lr: 2.245e-02, eta: 2 days, 3:24:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7762, loss_cls: 1.9636, loss: 1.9636, grad_norm: 3.4868 2021-06-25 11:44:00,830 - mmaction - INFO - Epoch [137][300/1879] lr: 2.245e-02, eta: 2 days, 3:23:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5355, top5_acc: 0.7832, loss_cls: 1.9635, loss: 1.9635, grad_norm: 3.4918 2021-06-25 11:44:45,774 - mmaction - INFO - Epoch [137][320/1879] lr: 2.245e-02, eta: 2 days, 3:22:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7703, loss_cls: 1.8967, loss: 1.8967, grad_norm: 3.4623 2021-06-25 11:45:30,541 - mmaction - INFO - Epoch [137][340/1879] lr: 2.245e-02, eta: 2 days, 3:22:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8806, loss: 1.8806, grad_norm: 3.4329 2021-06-25 11:46:15,385 - mmaction - INFO - Epoch [137][360/1879] lr: 2.245e-02, eta: 2 days, 3:21:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7766, loss_cls: 1.9446, loss: 1.9446, grad_norm: 3.4865 2021-06-25 11:47:00,187 - mmaction - INFO - Epoch [137][380/1879] lr: 2.245e-02, eta: 2 days, 3:20:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7773, loss_cls: 1.9265, loss: 1.9265, grad_norm: 3.5167 2021-06-25 11:47:45,021 - mmaction - INFO - Epoch [137][400/1879] lr: 2.245e-02, eta: 2 days, 3:19:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7848, loss_cls: 1.8846, loss: 1.8846, grad_norm: 3.4546 2021-06-25 11:48:29,691 - mmaction - INFO - Epoch [137][420/1879] lr: 2.245e-02, eta: 2 days, 3:19:12, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7855, loss_cls: 1.8979, loss: 1.8979, grad_norm: 3.4869 2021-06-25 11:49:14,531 - mmaction - INFO - Epoch [137][440/1879] lr: 2.245e-02, eta: 2 days, 3:18:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7633, loss_cls: 1.9945, loss: 1.9945, grad_norm: 3.4451 2021-06-25 11:49:59,316 - mmaction - INFO - Epoch [137][460/1879] lr: 2.245e-02, eta: 2 days, 3:17:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7820, loss_cls: 1.9165, loss: 1.9165, grad_norm: 3.4265 2021-06-25 11:50:44,126 - mmaction - INFO - Epoch [137][480/1879] lr: 2.245e-02, eta: 2 days, 3:16:57, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7684, loss_cls: 1.9819, loss: 1.9819, grad_norm: 3.4531 2021-06-25 11:51:29,384 - mmaction - INFO - Epoch [137][500/1879] lr: 2.245e-02, eta: 2 days, 3:16:12, time: 2.257, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7816, loss_cls: 1.8900, loss: 1.8900, grad_norm: 3.4645 2021-06-25 11:52:14,642 - mmaction - INFO - Epoch [137][520/1879] lr: 2.245e-02, eta: 2 days, 3:15:27, time: 2.269, data_time: 0.009, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7949, loss_cls: 1.8719, loss: 1.8719, grad_norm: 3.5789 2021-06-25 11:52:59,445 - mmaction - INFO - Epoch [137][540/1879] lr: 2.245e-02, eta: 2 days, 3:14:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7867, loss_cls: 1.8905, loss: 1.8905, grad_norm: 3.5129 2021-06-25 11:53:44,268 - mmaction - INFO - Epoch [137][560/1879] lr: 2.245e-02, eta: 2 days, 3:13:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7695, loss_cls: 1.9473, loss: 1.9473, grad_norm: 3.5445 2021-06-25 11:54:29,004 - mmaction - INFO - Epoch [137][580/1879] lr: 2.245e-02, eta: 2 days, 3:13:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8669, loss: 1.8669, grad_norm: 3.4936 2021-06-25 11:55:13,571 - mmaction - INFO - Epoch [137][600/1879] lr: 2.245e-02, eta: 2 days, 3:12:27, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7719, loss_cls: 1.9471, loss: 1.9471, grad_norm: 3.5944 2021-06-25 11:55:58,302 - mmaction - INFO - Epoch [137][620/1879] lr: 2.245e-02, eta: 2 days, 3:11:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7855, loss_cls: 1.9489, loss: 1.9489, grad_norm: 3.4904 2021-06-25 11:56:43,084 - mmaction - INFO - Epoch [137][640/1879] lr: 2.245e-02, eta: 2 days, 3:10:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7691, loss_cls: 1.9807, loss: 1.9807, grad_norm: 3.5325 2021-06-25 11:57:27,756 - mmaction - INFO - Epoch [137][660/1879] lr: 2.245e-02, eta: 2 days, 3:10:12, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7707, loss_cls: 1.9892, loss: 1.9892, grad_norm: 3.5118 2021-06-25 11:58:12,503 - mmaction - INFO - Epoch [137][680/1879] lr: 2.245e-02, eta: 2 days, 3:09:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9334, loss: 1.9334, grad_norm: 3.4181 2021-06-25 11:58:57,781 - mmaction - INFO - Epoch [137][700/1879] lr: 2.245e-02, eta: 2 days, 3:08:42, time: 2.263, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7625, loss_cls: 1.9766, loss: 1.9766, grad_norm: 3.4604 2021-06-25 11:59:42,527 - mmaction - INFO - Epoch [137][720/1879] lr: 2.245e-02, eta: 2 days, 3:07:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5320, top5_acc: 0.7820, loss_cls: 1.9319, loss: 1.9319, grad_norm: 3.4832 2021-06-25 12:00:27,282 - mmaction - INFO - Epoch [137][740/1879] lr: 2.245e-02, eta: 2 days, 3:07:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9321, loss: 1.9321, grad_norm: 3.4366 2021-06-25 12:01:14,844 - mmaction - INFO - Epoch [137][760/1879] lr: 2.245e-02, eta: 2 days, 3:06:28, time: 2.373, data_time: 0.002, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7840, loss_cls: 1.8876, loss: 1.8876, grad_norm: 3.3948 2021-06-25 12:01:59,610 - mmaction - INFO - Epoch [137][780/1879] lr: 2.245e-02, eta: 2 days, 3:05:43, time: 2.245, data_time: 0.009, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7848, loss_cls: 1.9257, loss: 1.9257, grad_norm: 3.5047 2021-06-25 12:02:44,459 - mmaction - INFO - Epoch [137][800/1879] lr: 2.245e-02, eta: 2 days, 3:04:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7801, loss_cls: 1.9287, loss: 1.9287, grad_norm: 3.4953 2021-06-25 12:03:29,190 - mmaction - INFO - Epoch [137][820/1879] lr: 2.245e-02, eta: 2 days, 3:04:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.7926, loss_cls: 1.8017, loss: 1.8017, grad_norm: 3.3689 2021-06-25 12:04:13,927 - mmaction - INFO - Epoch [137][840/1879] lr: 2.245e-02, eta: 2 days, 3:03:28, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7793, loss_cls: 1.9172, loss: 1.9172, grad_norm: 3.5077 2021-06-25 12:04:58,745 - mmaction - INFO - Epoch [137][860/1879] lr: 2.245e-02, eta: 2 days, 3:02:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9351, loss: 1.9351, grad_norm: 3.5165 2021-06-25 12:05:43,602 - mmaction - INFO - Epoch [137][880/1879] lr: 2.245e-02, eta: 2 days, 3:01:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7770, loss_cls: 1.9118, loss: 1.9118, grad_norm: 3.5368 2021-06-25 12:06:28,389 - mmaction - INFO - Epoch [137][900/1879] lr: 2.245e-02, eta: 2 days, 3:01:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5387, top5_acc: 0.7738, loss_cls: 1.9504, loss: 1.9504, grad_norm: 3.4976 2021-06-25 12:07:13,117 - mmaction - INFO - Epoch [137][920/1879] lr: 2.245e-02, eta: 2 days, 3:00:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7879, loss_cls: 1.8394, loss: 1.8394, grad_norm: 3.4631 2021-06-25 12:07:57,848 - mmaction - INFO - Epoch [137][940/1879] lr: 2.245e-02, eta: 2 days, 2:59:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7809, loss_cls: 1.8917, loss: 1.8917, grad_norm: 3.4558 2021-06-25 12:08:42,625 - mmaction - INFO - Epoch [137][960/1879] lr: 2.245e-02, eta: 2 days, 2:58:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.9252, loss: 1.9252, grad_norm: 3.5477 2021-06-25 12:09:27,437 - mmaction - INFO - Epoch [137][980/1879] lr: 2.245e-02, eta: 2 days, 2:58:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7875, loss_cls: 1.8832, loss: 1.8832, grad_norm: 3.4361 2021-06-25 12:10:12,181 - mmaction - INFO - Epoch [137][1000/1879] lr: 2.245e-02, eta: 2 days, 2:57:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9621, loss: 1.9621, grad_norm: 3.4991 2021-06-25 12:10:56,857 - mmaction - INFO - Epoch [137][1020/1879] lr: 2.245e-02, eta: 2 days, 2:56:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7707, loss_cls: 1.9237, loss: 1.9237, grad_norm: 3.4605 2021-06-25 12:11:41,628 - mmaction - INFO - Epoch [137][1040/1879] lr: 2.245e-02, eta: 2 days, 2:55:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7703, loss_cls: 1.9637, loss: 1.9637, grad_norm: 3.4830 2021-06-25 12:12:26,212 - mmaction - INFO - Epoch [137][1060/1879] lr: 2.245e-02, eta: 2 days, 2:55:14, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7707, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.5200 2021-06-25 12:13:10,942 - mmaction - INFO - Epoch [137][1080/1879] lr: 2.245e-02, eta: 2 days, 2:54:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7719, loss_cls: 1.9339, loss: 1.9339, grad_norm: 3.5182 2021-06-25 12:13:55,702 - mmaction - INFO - Epoch [137][1100/1879] lr: 2.245e-02, eta: 2 days, 2:53:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9499, loss: 1.9499, grad_norm: 3.4356 2021-06-25 12:14:40,379 - mmaction - INFO - Epoch [137][1120/1879] lr: 2.245e-02, eta: 2 days, 2:52:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7848, loss_cls: 1.8771, loss: 1.8771, grad_norm: 3.5262 2021-06-25 12:15:25,133 - mmaction - INFO - Epoch [137][1140/1879] lr: 2.245e-02, eta: 2 days, 2:52:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8768, loss: 1.8768, grad_norm: 3.5292 2021-06-25 12:16:09,837 - mmaction - INFO - Epoch [137][1160/1879] lr: 2.245e-02, eta: 2 days, 2:51:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.4724 2021-06-25 12:16:54,555 - mmaction - INFO - Epoch [137][1180/1879] lr: 2.245e-02, eta: 2 days, 2:50:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.8936, loss: 1.8936, grad_norm: 3.4081 2021-06-25 12:17:39,203 - mmaction - INFO - Epoch [137][1200/1879] lr: 2.245e-02, eta: 2 days, 2:49:59, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7879, loss_cls: 1.8810, loss: 1.8810, grad_norm: 3.5284 2021-06-25 12:18:23,989 - mmaction - INFO - Epoch [137][1220/1879] lr: 2.245e-02, eta: 2 days, 2:49:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5543, top5_acc: 0.7758, loss_cls: 1.9468, loss: 1.9468, grad_norm: 3.4684 2021-06-25 12:19:08,751 - mmaction - INFO - Epoch [137][1240/1879] lr: 2.245e-02, eta: 2 days, 2:48:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9123, loss: 1.9123, grad_norm: 3.5260 2021-06-25 12:19:53,422 - mmaction - INFO - Epoch [137][1260/1879] lr: 2.245e-02, eta: 2 days, 2:47:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7594, loss_cls: 2.0337, loss: 2.0337, grad_norm: 3.5032 2021-06-25 12:20:38,069 - mmaction - INFO - Epoch [137][1280/1879] lr: 2.245e-02, eta: 2 days, 2:46:59, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7609, loss_cls: 2.0101, loss: 2.0101, grad_norm: 3.4485 2021-06-25 12:21:22,758 - mmaction - INFO - Epoch [137][1300/1879] lr: 2.245e-02, eta: 2 days, 2:46:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5547, top5_acc: 0.7937, loss_cls: 1.8764, loss: 1.8764, grad_norm: 3.5114 2021-06-25 12:22:07,484 - mmaction - INFO - Epoch [137][1320/1879] lr: 2.245e-02, eta: 2 days, 2:45:29, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7914, loss_cls: 1.8875, loss: 1.8875, grad_norm: 3.5255 2021-06-25 12:22:52,215 - mmaction - INFO - Epoch [137][1340/1879] lr: 2.245e-02, eta: 2 days, 2:44:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7699, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.5065 2021-06-25 12:23:37,053 - mmaction - INFO - Epoch [137][1360/1879] lr: 2.245e-02, eta: 2 days, 2:43:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.9311, loss: 1.9311, grad_norm: 3.4964 2021-06-25 12:24:21,758 - mmaction - INFO - Epoch [137][1380/1879] lr: 2.245e-02, eta: 2 days, 2:43:14, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7719, loss_cls: 1.9586, loss: 1.9586, grad_norm: 3.4828 2021-06-25 12:25:06,448 - mmaction - INFO - Epoch [137][1400/1879] lr: 2.245e-02, eta: 2 days, 2:42:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9950, loss: 1.9950, grad_norm: 3.5366 2021-06-25 12:25:51,164 - mmaction - INFO - Epoch [137][1420/1879] lr: 2.245e-02, eta: 2 days, 2:41:44, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5402, top5_acc: 0.7844, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.5204 2021-06-25 12:26:35,944 - mmaction - INFO - Epoch [137][1440/1879] lr: 2.245e-02, eta: 2 days, 2:40:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7750, loss_cls: 1.9627, loss: 1.9627, grad_norm: 3.4890 2021-06-25 12:27:20,654 - mmaction - INFO - Epoch [137][1460/1879] lr: 2.245e-02, eta: 2 days, 2:40:14, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9453, loss: 1.9453, grad_norm: 3.4285 2021-06-25 12:28:05,323 - mmaction - INFO - Epoch [137][1480/1879] lr: 2.245e-02, eta: 2 days, 2:39:29, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 1.9835, loss: 1.9835, grad_norm: 3.4351 2021-06-25 12:28:50,081 - mmaction - INFO - Epoch [137][1500/1879] lr: 2.245e-02, eta: 2 days, 2:38:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.9931, loss: 1.9931, grad_norm: 3.5957 2021-06-25 12:29:34,870 - mmaction - INFO - Epoch [137][1520/1879] lr: 2.245e-02, eta: 2 days, 2:37:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5293, top5_acc: 0.7707, loss_cls: 2.0076, loss: 2.0076, grad_norm: 3.6073 2021-06-25 12:30:19,633 - mmaction - INFO - Epoch [137][1540/1879] lr: 2.245e-02, eta: 2 days, 2:37:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5340, top5_acc: 0.7797, loss_cls: 1.9562, loss: 1.9562, grad_norm: 3.5464 2021-06-25 12:31:04,313 - mmaction - INFO - Epoch [137][1560/1879] lr: 2.245e-02, eta: 2 days, 2:36:29, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0112, loss: 2.0112, grad_norm: 3.4670 2021-06-25 12:31:49,016 - mmaction - INFO - Epoch [137][1580/1879] lr: 2.245e-02, eta: 2 days, 2:35:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7809, loss_cls: 1.8962, loss: 1.8962, grad_norm: 3.5482 2021-06-25 12:32:33,906 - mmaction - INFO - Epoch [137][1600/1879] lr: 2.245e-02, eta: 2 days, 2:34:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7855, loss_cls: 1.8857, loss: 1.8857, grad_norm: 3.5062 2021-06-25 12:33:18,690 - mmaction - INFO - Epoch [137][1620/1879] lr: 2.245e-02, eta: 2 days, 2:34:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9422, loss: 1.9422, grad_norm: 3.4794 2021-06-25 12:34:03,464 - mmaction - INFO - Epoch [137][1640/1879] lr: 2.245e-02, eta: 2 days, 2:33:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9617, loss: 1.9617, grad_norm: 3.5184 2021-06-25 12:34:48,179 - mmaction - INFO - Epoch [137][1660/1879] lr: 2.245e-02, eta: 2 days, 2:32:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7656, loss_cls: 1.9897, loss: 1.9897, grad_norm: 3.4403 2021-06-25 12:35:32,994 - mmaction - INFO - Epoch [137][1680/1879] lr: 2.245e-02, eta: 2 days, 2:31:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7797, loss_cls: 1.9229, loss: 1.9229, grad_norm: 3.5518 2021-06-25 12:36:17,806 - mmaction - INFO - Epoch [137][1700/1879] lr: 2.245e-02, eta: 2 days, 2:31:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.9199, loss: 1.9199, grad_norm: 3.4366 2021-06-25 12:37:02,525 - mmaction - INFO - Epoch [137][1720/1879] lr: 2.245e-02, eta: 2 days, 2:30:29, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5324, top5_acc: 0.7691, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.4257 2021-06-25 12:37:47,294 - mmaction - INFO - Epoch [137][1740/1879] lr: 2.245e-02, eta: 2 days, 2:29:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7793, loss_cls: 1.8992, loss: 1.8992, grad_norm: 3.5086 2021-06-25 12:38:32,004 - mmaction - INFO - Epoch [137][1760/1879] lr: 2.245e-02, eta: 2 days, 2:28:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7711, loss_cls: 1.9404, loss: 1.9404, grad_norm: 3.5285 2021-06-25 12:39:16,532 - mmaction - INFO - Epoch [137][1780/1879] lr: 2.245e-02, eta: 2 days, 2:28:14, time: 2.227, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7820, loss_cls: 1.9267, loss: 1.9267, grad_norm: 3.4614 2021-06-25 12:40:01,303 - mmaction - INFO - Epoch [137][1800/1879] lr: 2.245e-02, eta: 2 days, 2:27:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7871, loss_cls: 1.8666, loss: 1.8666, grad_norm: 3.4624 2021-06-25 12:40:45,989 - mmaction - INFO - Epoch [137][1820/1879] lr: 2.245e-02, eta: 2 days, 2:26:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7777, loss_cls: 1.9118, loss: 1.9118, grad_norm: 3.5353 2021-06-25 12:41:30,716 - mmaction - INFO - Epoch [137][1840/1879] lr: 2.245e-02, eta: 2 days, 2:25:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7730, loss_cls: 1.9631, loss: 1.9631, grad_norm: 3.5216 2021-06-25 12:42:15,411 - mmaction - INFO - Epoch [137][1860/1879] lr: 2.245e-02, eta: 2 days, 2:25:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.9257, loss: 1.9257, grad_norm: 3.5355 2021-06-25 12:43:11,848 - mmaction - INFO - Saving checkpoint at 137 epochs 2021-06-25 12:45:30,587 - mmaction - INFO - Epoch [138][20/1879] lr: 2.149e-02, eta: 2 days, 2:24:03, time: 6.917, data_time: 4.512, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.9108, loss: 1.9108, grad_norm: 3.4465 2021-06-25 12:46:15,394 - mmaction - INFO - Epoch [138][40/1879] lr: 2.149e-02, eta: 2 days, 2:23:18, time: 2.240, data_time: 0.003, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7723, loss_cls: 1.9260, loss: 1.9260, grad_norm: 3.4258 2021-06-25 12:47:00,236 - mmaction - INFO - Epoch [138][60/1879] lr: 2.149e-02, eta: 2 days, 2:22:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7961, loss_cls: 1.8605, loss: 1.8605, grad_norm: 3.5254 2021-06-25 12:47:45,048 - mmaction - INFO - Epoch [138][80/1879] lr: 2.149e-02, eta: 2 days, 2:21:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.5240 2021-06-25 12:48:29,842 - mmaction - INFO - Epoch [138][100/1879] lr: 2.149e-02, eta: 2 days, 2:21:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7777, loss_cls: 1.9258, loss: 1.9258, grad_norm: 3.6566 2021-06-25 12:49:14,832 - mmaction - INFO - Epoch [138][120/1879] lr: 2.149e-02, eta: 2 days, 2:20:18, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7848, loss_cls: 1.9021, loss: 1.9021, grad_norm: 3.4846 2021-06-25 12:49:59,632 - mmaction - INFO - Epoch [138][140/1879] lr: 2.149e-02, eta: 2 days, 2:19:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5598, top5_acc: 0.7859, loss_cls: 1.8692, loss: 1.8692, grad_norm: 3.5292 2021-06-25 12:50:44,338 - mmaction - INFO - Epoch [138][160/1879] lr: 2.149e-02, eta: 2 days, 2:18:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7816, loss_cls: 1.9287, loss: 1.9287, grad_norm: 3.5706 2021-06-25 12:51:29,133 - mmaction - INFO - Epoch [138][180/1879] lr: 2.149e-02, eta: 2 days, 2:18:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7941, loss_cls: 1.8469, loss: 1.8469, grad_norm: 3.4899 2021-06-25 12:52:14,005 - mmaction - INFO - Epoch [138][200/1879] lr: 2.149e-02, eta: 2 days, 2:17:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7836, loss_cls: 1.8405, loss: 1.8405, grad_norm: 3.4426 2021-06-25 12:52:58,760 - mmaction - INFO - Epoch [138][220/1879] lr: 2.149e-02, eta: 2 days, 2:16:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7898, loss_cls: 1.8779, loss: 1.8779, grad_norm: 3.4926 2021-06-25 12:53:43,756 - mmaction - INFO - Epoch [138][240/1879] lr: 2.149e-02, eta: 2 days, 2:15:48, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7816, loss_cls: 1.8905, loss: 1.8905, grad_norm: 3.5015 2021-06-25 12:54:28,515 - mmaction - INFO - Epoch [138][260/1879] lr: 2.149e-02, eta: 2 days, 2:15:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7762, loss_cls: 1.9409, loss: 1.9409, grad_norm: 3.5073 2021-06-25 12:55:13,373 - mmaction - INFO - Epoch [138][280/1879] lr: 2.149e-02, eta: 2 days, 2:14:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9187, loss: 1.9187, grad_norm: 3.5237 2021-06-25 12:55:58,192 - mmaction - INFO - Epoch [138][300/1879] lr: 2.149e-02, eta: 2 days, 2:13:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7941, loss_cls: 1.8352, loss: 1.8352, grad_norm: 3.5125 2021-06-25 12:56:42,994 - mmaction - INFO - Epoch [138][320/1879] lr: 2.149e-02, eta: 2 days, 2:12:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7840, loss_cls: 1.8920, loss: 1.8920, grad_norm: 3.5137 2021-06-25 12:57:27,752 - mmaction - INFO - Epoch [138][340/1879] lr: 2.149e-02, eta: 2 days, 2:12:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7859, loss_cls: 1.8834, loss: 1.8834, grad_norm: 3.5572 2021-06-25 12:58:12,568 - mmaction - INFO - Epoch [138][360/1879] lr: 2.149e-02, eta: 2 days, 2:11:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7770, loss_cls: 1.9327, loss: 1.9327, grad_norm: 3.5362 2021-06-25 12:58:57,410 - mmaction - INFO - Epoch [138][380/1879] lr: 2.149e-02, eta: 2 days, 2:10:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7875, loss_cls: 1.8817, loss: 1.8817, grad_norm: 3.5411 2021-06-25 12:59:42,119 - mmaction - INFO - Epoch [138][400/1879] lr: 2.149e-02, eta: 2 days, 2:09:49, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7688, loss_cls: 1.9850, loss: 1.9850, grad_norm: 3.6205 2021-06-25 13:00:26,922 - mmaction - INFO - Epoch [138][420/1879] lr: 2.149e-02, eta: 2 days, 2:09:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7754, loss_cls: 1.9076, loss: 1.9076, grad_norm: 3.5778 2021-06-25 13:01:11,782 - mmaction - INFO - Epoch [138][440/1879] lr: 2.149e-02, eta: 2 days, 2:08:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7773, loss_cls: 1.9435, loss: 1.9435, grad_norm: 3.5352 2021-06-25 13:01:56,386 - mmaction - INFO - Epoch [138][460/1879] lr: 2.149e-02, eta: 2 days, 2:07:34, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7871, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.3987 2021-06-25 13:02:41,307 - mmaction - INFO - Epoch [138][480/1879] lr: 2.149e-02, eta: 2 days, 2:06:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7715, loss_cls: 1.9486, loss: 1.9486, grad_norm: 3.5368 2021-06-25 13:03:25,960 - mmaction - INFO - Epoch [138][500/1879] lr: 2.149e-02, eta: 2 days, 2:06:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7891, loss_cls: 1.8598, loss: 1.8598, grad_norm: 3.5018 2021-06-25 13:04:10,625 - mmaction - INFO - Epoch [138][520/1879] lr: 2.149e-02, eta: 2 days, 2:05:19, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7758, loss_cls: 1.9612, loss: 1.9612, grad_norm: 3.5429 2021-06-25 13:04:55,395 - mmaction - INFO - Epoch [138][540/1879] lr: 2.149e-02, eta: 2 days, 2:04:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7777, loss_cls: 1.8982, loss: 1.8982, grad_norm: 3.4846 2021-06-25 13:05:40,244 - mmaction - INFO - Epoch [138][560/1879] lr: 2.149e-02, eta: 2 days, 2:03:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5379, top5_acc: 0.7738, loss_cls: 1.9558, loss: 1.9558, grad_norm: 3.4898 2021-06-25 13:06:25,055 - mmaction - INFO - Epoch [138][580/1879] lr: 2.149e-02, eta: 2 days, 2:03:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7844, loss_cls: 1.8903, loss: 1.8903, grad_norm: 3.4727 2021-06-25 13:07:09,686 - mmaction - INFO - Epoch [138][600/1879] lr: 2.149e-02, eta: 2 days, 2:02:19, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7918, loss_cls: 1.9003, loss: 1.9003, grad_norm: 3.5119 2021-06-25 13:07:54,433 - mmaction - INFO - Epoch [138][620/1879] lr: 2.149e-02, eta: 2 days, 2:01:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5832, top5_acc: 0.7840, loss_cls: 1.8174, loss: 1.8174, grad_norm: 3.4186 2021-06-25 13:08:38,988 - mmaction - INFO - Epoch [138][640/1879] lr: 2.149e-02, eta: 2 days, 2:00:49, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9528, loss: 1.9528, grad_norm: 3.5464 2021-06-25 13:09:23,875 - mmaction - INFO - Epoch [138][660/1879] lr: 2.149e-02, eta: 2 days, 2:00:04, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5422, top5_acc: 0.7840, loss_cls: 1.9224, loss: 1.9224, grad_norm: 3.4931 2021-06-25 13:10:08,605 - mmaction - INFO - Epoch [138][680/1879] lr: 2.149e-02, eta: 2 days, 1:59:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7855, loss_cls: 1.8785, loss: 1.8785, grad_norm: 3.4260 2021-06-25 13:10:53,344 - mmaction - INFO - Epoch [138][700/1879] lr: 2.149e-02, eta: 2 days, 1:58:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7914, loss_cls: 1.8446, loss: 1.8446, grad_norm: 3.4910 2021-06-25 13:11:38,098 - mmaction - INFO - Epoch [138][720/1879] lr: 2.149e-02, eta: 2 days, 1:57:49, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7629, loss_cls: 1.9890, loss: 1.9890, grad_norm: 3.6134 2021-06-25 13:12:22,782 - mmaction - INFO - Epoch [138][740/1879] lr: 2.149e-02, eta: 2 days, 1:57:04, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.9271, loss: 1.9271, grad_norm: 3.5821 2021-06-25 13:13:07,362 - mmaction - INFO - Epoch [138][760/1879] lr: 2.149e-02, eta: 2 days, 1:56:19, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8777, loss: 1.8777, grad_norm: 3.4826 2021-06-25 13:13:52,082 - mmaction - INFO - Epoch [138][780/1879] lr: 2.149e-02, eta: 2 days, 1:55:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7770, loss_cls: 1.9520, loss: 1.9520, grad_norm: 3.5598 2021-06-25 13:14:36,782 - mmaction - INFO - Epoch [138][800/1879] lr: 2.149e-02, eta: 2 days, 1:54:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5590, top5_acc: 0.7816, loss_cls: 1.8969, loss: 1.8969, grad_norm: 3.5561 2021-06-25 13:15:21,571 - mmaction - INFO - Epoch [138][820/1879] lr: 2.149e-02, eta: 2 days, 1:54:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7918, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.5531 2021-06-25 13:16:06,248 - mmaction - INFO - Epoch [138][840/1879] lr: 2.149e-02, eta: 2 days, 1:53:19, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7703, loss_cls: 1.9339, loss: 1.9339, grad_norm: 3.5627 2021-06-25 13:16:51,001 - mmaction - INFO - Epoch [138][860/1879] lr: 2.149e-02, eta: 2 days, 1:52:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7812, loss_cls: 1.9099, loss: 1.9099, grad_norm: 3.5149 2021-06-25 13:17:35,727 - mmaction - INFO - Epoch [138][880/1879] lr: 2.149e-02, eta: 2 days, 1:51:49, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7828, loss_cls: 1.9246, loss: 1.9246, grad_norm: 3.5615 2021-06-25 13:18:20,527 - mmaction - INFO - Epoch [138][900/1879] lr: 2.149e-02, eta: 2 days, 1:51:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7863, loss_cls: 1.8682, loss: 1.8682, grad_norm: 3.4688 2021-06-25 13:19:05,374 - mmaction - INFO - Epoch [138][920/1879] lr: 2.149e-02, eta: 2 days, 1:50:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7730, loss_cls: 1.9417, loss: 1.9417, grad_norm: 3.6034 2021-06-25 13:19:50,137 - mmaction - INFO - Epoch [138][940/1879] lr: 2.149e-02, eta: 2 days, 1:49:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9198, loss: 1.9198, grad_norm: 3.6318 2021-06-25 13:20:34,786 - mmaction - INFO - Epoch [138][960/1879] lr: 2.149e-02, eta: 2 days, 1:48:49, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9363, loss: 1.9363, grad_norm: 3.6204 2021-06-25 13:21:19,540 - mmaction - INFO - Epoch [138][980/1879] lr: 2.149e-02, eta: 2 days, 1:48:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7922, loss_cls: 1.8814, loss: 1.8814, grad_norm: 3.4921 2021-06-25 13:22:04,218 - mmaction - INFO - Epoch [138][1000/1879] lr: 2.149e-02, eta: 2 days, 1:47:19, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9214, loss: 1.9214, grad_norm: 3.5095 2021-06-25 13:22:48,915 - mmaction - INFO - Epoch [138][1020/1879] lr: 2.149e-02, eta: 2 days, 1:46:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7758, loss_cls: 1.9215, loss: 1.9215, grad_norm: 3.5788 2021-06-25 13:23:33,720 - mmaction - INFO - Epoch [138][1040/1879] lr: 2.149e-02, eta: 2 days, 1:45:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7875, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.5061 2021-06-25 13:24:18,423 - mmaction - INFO - Epoch [138][1060/1879] lr: 2.149e-02, eta: 2 days, 1:45:04, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9065, loss: 1.9065, grad_norm: 3.4423 2021-06-25 13:25:03,368 - mmaction - INFO - Epoch [138][1080/1879] lr: 2.149e-02, eta: 2 days, 1:44:19, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7715, loss_cls: 1.9640, loss: 1.9640, grad_norm: 3.4809 2021-06-25 13:25:48,144 - mmaction - INFO - Epoch [138][1100/1879] lr: 2.149e-02, eta: 2 days, 1:43:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7844, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.5302 2021-06-25 13:26:32,965 - mmaction - INFO - Epoch [138][1120/1879] lr: 2.149e-02, eta: 2 days, 1:42:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7809, loss_cls: 1.8978, loss: 1.8978, grad_norm: 3.4993 2021-06-25 13:27:17,732 - mmaction - INFO - Epoch [138][1140/1879] lr: 2.149e-02, eta: 2 days, 1:42:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9092, loss: 1.9092, grad_norm: 3.4677 2021-06-25 13:28:02,447 - mmaction - INFO - Epoch [138][1160/1879] lr: 2.149e-02, eta: 2 days, 1:41:19, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7859, loss_cls: 1.8907, loss: 1.8907, grad_norm: 3.5499 2021-06-25 13:28:47,310 - mmaction - INFO - Epoch [138][1180/1879] lr: 2.149e-02, eta: 2 days, 1:40:34, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7887, loss_cls: 1.8795, loss: 1.8795, grad_norm: 3.4882 2021-06-25 13:29:32,002 - mmaction - INFO - Epoch [138][1200/1879] lr: 2.149e-02, eta: 2 days, 1:39:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7906, loss_cls: 1.9043, loss: 1.9043, grad_norm: 3.4718 2021-06-25 13:30:16,665 - mmaction - INFO - Epoch [138][1220/1879] lr: 2.149e-02, eta: 2 days, 1:39:04, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5344, top5_acc: 0.7715, loss_cls: 1.9457, loss: 1.9457, grad_norm: 3.5885 2021-06-25 13:31:01,408 - mmaction - INFO - Epoch [138][1240/1879] lr: 2.149e-02, eta: 2 days, 1:38:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7809, loss_cls: 1.9418, loss: 1.9418, grad_norm: 3.9152 2021-06-25 13:31:46,174 - mmaction - INFO - Epoch [138][1260/1879] lr: 2.149e-02, eta: 2 days, 1:37:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7727, loss_cls: 1.9280, loss: 1.9280, grad_norm: 3.4946 2021-06-25 13:32:31,041 - mmaction - INFO - Epoch [138][1280/1879] lr: 2.149e-02, eta: 2 days, 1:36:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7750, loss_cls: 1.9355, loss: 1.9355, grad_norm: 3.5622 2021-06-25 13:33:15,918 - mmaction - INFO - Epoch [138][1300/1879] lr: 2.149e-02, eta: 2 days, 1:36:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5262, top5_acc: 0.7691, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.5578 2021-06-25 13:34:00,792 - mmaction - INFO - Epoch [138][1320/1879] lr: 2.149e-02, eta: 2 days, 1:35:20, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7738, loss_cls: 1.9496, loss: 1.9496, grad_norm: 3.4013 2021-06-25 13:34:45,494 - mmaction - INFO - Epoch [138][1340/1879] lr: 2.149e-02, eta: 2 days, 1:34:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7836, loss_cls: 1.8978, loss: 1.8978, grad_norm: 3.5818 2021-06-25 13:35:30,179 - mmaction - INFO - Epoch [138][1360/1879] lr: 2.149e-02, eta: 2 days, 1:33:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7996, loss_cls: 1.8274, loss: 1.8274, grad_norm: 3.5311 2021-06-25 13:36:14,974 - mmaction - INFO - Epoch [138][1380/1879] lr: 2.149e-02, eta: 2 days, 1:33:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7688, loss_cls: 1.9680, loss: 1.9680, grad_norm: 3.5612 2021-06-25 13:36:59,680 - mmaction - INFO - Epoch [138][1400/1879] lr: 2.149e-02, eta: 2 days, 1:32:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7801, loss_cls: 1.9378, loss: 1.9378, grad_norm: 3.5428 2021-06-25 13:37:44,391 - mmaction - INFO - Epoch [138][1420/1879] lr: 2.149e-02, eta: 2 days, 1:31:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7848, loss_cls: 1.8912, loss: 1.8912, grad_norm: 3.5225 2021-06-25 13:38:29,235 - mmaction - INFO - Epoch [138][1440/1879] lr: 2.149e-02, eta: 2 days, 1:30:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7832, loss_cls: 1.9242, loss: 1.9242, grad_norm: 3.5595 2021-06-25 13:39:13,923 - mmaction - INFO - Epoch [138][1460/1879] lr: 2.149e-02, eta: 2 days, 1:30:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7914, loss_cls: 1.8633, loss: 1.8633, grad_norm: 3.6036 2021-06-25 13:39:58,575 - mmaction - INFO - Epoch [138][1480/1879] lr: 2.149e-02, eta: 2 days, 1:29:20, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7812, loss_cls: 1.9086, loss: 1.9086, grad_norm: 3.5364 2021-06-25 13:40:43,343 - mmaction - INFO - Epoch [138][1500/1879] lr: 2.149e-02, eta: 2 days, 1:28:35, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9253, loss: 1.9253, grad_norm: 3.4860 2021-06-25 13:41:28,272 - mmaction - INFO - Epoch [138][1520/1879] lr: 2.149e-02, eta: 2 days, 1:27:50, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5457, top5_acc: 0.7785, loss_cls: 1.9497, loss: 1.9497, grad_norm: 3.5365 2021-06-25 13:42:13,120 - mmaction - INFO - Epoch [138][1540/1879] lr: 2.149e-02, eta: 2 days, 1:27:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7676, loss_cls: 1.9401, loss: 1.9401, grad_norm: 3.6007 2021-06-25 13:42:57,931 - mmaction - INFO - Epoch [138][1560/1879] lr: 2.149e-02, eta: 2 days, 1:26:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7840, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.5629 2021-06-25 13:43:42,651 - mmaction - INFO - Epoch [138][1580/1879] lr: 2.149e-02, eta: 2 days, 1:25:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5445, top5_acc: 0.7809, loss_cls: 1.9285, loss: 1.9285, grad_norm: 3.5780 2021-06-25 13:44:27,359 - mmaction - INFO - Epoch [138][1600/1879] lr: 2.149e-02, eta: 2 days, 1:24:50, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7691, loss_cls: 2.0086, loss: 2.0086, grad_norm: 3.5273 2021-06-25 13:45:12,123 - mmaction - INFO - Epoch [138][1620/1879] lr: 2.149e-02, eta: 2 days, 1:24:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.5306 2021-06-25 13:45:56,838 - mmaction - INFO - Epoch [138][1640/1879] lr: 2.149e-02, eta: 2 days, 1:23:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7820, loss_cls: 1.9383, loss: 1.9383, grad_norm: 3.4480 2021-06-25 13:46:41,635 - mmaction - INFO - Epoch [138][1660/1879] lr: 2.149e-02, eta: 2 days, 1:22:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7762, loss_cls: 1.9657, loss: 1.9657, grad_norm: 3.5923 2021-06-25 13:47:26,508 - mmaction - INFO - Epoch [138][1680/1879] lr: 2.149e-02, eta: 2 days, 1:21:50, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7652, loss_cls: 1.9750, loss: 1.9750, grad_norm: 3.5762 2021-06-25 13:48:11,238 - mmaction - INFO - Epoch [138][1700/1879] lr: 2.149e-02, eta: 2 days, 1:21:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7609, loss_cls: 1.9629, loss: 1.9629, grad_norm: 3.5192 2021-06-25 13:48:55,876 - mmaction - INFO - Epoch [138][1720/1879] lr: 2.149e-02, eta: 2 days, 1:20:20, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7688, loss_cls: 1.9933, loss: 1.9933, grad_norm: 3.6398 2021-06-25 13:49:40,746 - mmaction - INFO - Epoch [138][1740/1879] lr: 2.149e-02, eta: 2 days, 1:19:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7691, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.5071 2021-06-25 13:50:25,470 - mmaction - INFO - Epoch [138][1760/1879] lr: 2.149e-02, eta: 2 days, 1:18:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7848, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.5935 2021-06-25 13:51:10,240 - mmaction - INFO - Epoch [138][1780/1879] lr: 2.149e-02, eta: 2 days, 1:18:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7848, loss_cls: 1.8965, loss: 1.8965, grad_norm: 3.5139 2021-06-25 13:51:54,978 - mmaction - INFO - Epoch [138][1800/1879] lr: 2.149e-02, eta: 2 days, 1:17:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7586, loss_cls: 2.0480, loss: 2.0480, grad_norm: 3.5783 2021-06-25 13:52:39,635 - mmaction - INFO - Epoch [138][1820/1879] lr: 2.149e-02, eta: 2 days, 1:16:35, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7816, loss_cls: 1.9027, loss: 1.9027, grad_norm: 3.5057 2021-06-25 13:53:24,364 - mmaction - INFO - Epoch [138][1840/1879] lr: 2.149e-02, eta: 2 days, 1:15:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7793, loss_cls: 1.9503, loss: 1.9503, grad_norm: 3.6328 2021-06-25 13:54:09,298 - mmaction - INFO - Epoch [138][1860/1879] lr: 2.149e-02, eta: 2 days, 1:15:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9771, loss: 1.9771, grad_norm: 3.5711 2021-06-25 13:54:52,349 - mmaction - INFO - Saving checkpoint at 138 epochs 2021-06-25 13:56:24,258 - mmaction - INFO - Epoch [139][20/1879] lr: 2.055e-02, eta: 2 days, 1:13:39, time: 4.561, data_time: 2.213, memory: 7544, top1_acc: 0.5547, top5_acc: 0.7801, loss_cls: 1.9351, loss: 1.9351, grad_norm: 3.5424 2021-06-25 13:57:09,148 - mmaction - INFO - Epoch [139][40/1879] lr: 2.055e-02, eta: 2 days, 1:12:54, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.8975, loss: 1.8975, grad_norm: 3.5373 2021-06-25 13:57:54,132 - mmaction - INFO - Epoch [139][60/1879] lr: 2.055e-02, eta: 2 days, 1:12:09, time: 2.249, data_time: 0.002, memory: 7544, top1_acc: 0.5563, top5_acc: 0.8020, loss_cls: 1.8277, loss: 1.8277, grad_norm: 3.5958 2021-06-25 13:58:39,087 - mmaction - INFO - Epoch [139][80/1879] lr: 2.055e-02, eta: 2 days, 1:11:24, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5660, top5_acc: 0.8063, loss_cls: 1.8177, loss: 1.8177, grad_norm: 3.5234 2021-06-25 13:59:24,091 - mmaction - INFO - Epoch [139][100/1879] lr: 2.055e-02, eta: 2 days, 1:10:39, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7824, loss_cls: 1.8657, loss: 1.8657, grad_norm: 3.5184 2021-06-25 14:00:09,141 - mmaction - INFO - Epoch [139][120/1879] lr: 2.055e-02, eta: 2 days, 1:09:54, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.7840, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.4976 2021-06-25 14:00:54,018 - mmaction - INFO - Epoch [139][140/1879] lr: 2.055e-02, eta: 2 days, 1:09:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7918, loss_cls: 1.8913, loss: 1.8913, grad_norm: 3.5931 2021-06-25 14:01:39,066 - mmaction - INFO - Epoch [139][160/1879] lr: 2.055e-02, eta: 2 days, 1:08:25, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.9233, loss: 1.9233, grad_norm: 3.5796 2021-06-25 14:02:24,012 - mmaction - INFO - Epoch [139][180/1879] lr: 2.055e-02, eta: 2 days, 1:07:40, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9025, loss: 1.9025, grad_norm: 3.5621 2021-06-25 14:03:08,830 - mmaction - INFO - Epoch [139][200/1879] lr: 2.055e-02, eta: 2 days, 1:06:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7793, loss_cls: 1.8769, loss: 1.8769, grad_norm: 3.5036 2021-06-25 14:03:53,684 - mmaction - INFO - Epoch [139][220/1879] lr: 2.055e-02, eta: 2 days, 1:06:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7871, loss_cls: 1.8810, loss: 1.8810, grad_norm: 3.5948 2021-06-25 14:04:38,582 - mmaction - INFO - Epoch [139][240/1879] lr: 2.055e-02, eta: 2 days, 1:05:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7738, loss_cls: 1.9348, loss: 1.9348, grad_norm: 3.5129 2021-06-25 14:05:23,463 - mmaction - INFO - Epoch [139][260/1879] lr: 2.055e-02, eta: 2 days, 1:04:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.5391 2021-06-25 14:06:08,433 - mmaction - INFO - Epoch [139][280/1879] lr: 2.055e-02, eta: 2 days, 1:03:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9039, loss: 1.9039, grad_norm: 3.4622 2021-06-25 14:06:53,347 - mmaction - INFO - Epoch [139][300/1879] lr: 2.055e-02, eta: 2 days, 1:03:10, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7914, loss_cls: 1.8253, loss: 1.8253, grad_norm: 3.5359 2021-06-25 14:07:38,294 - mmaction - INFO - Epoch [139][320/1879] lr: 2.055e-02, eta: 2 days, 1:02:25, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7867, loss_cls: 1.8841, loss: 1.8841, grad_norm: 3.5196 2021-06-25 14:08:23,032 - mmaction - INFO - Epoch [139][340/1879] lr: 2.055e-02, eta: 2 days, 1:01:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7930, loss_cls: 1.8528, loss: 1.8528, grad_norm: 3.5637 2021-06-25 14:09:07,858 - mmaction - INFO - Epoch [139][360/1879] lr: 2.055e-02, eta: 2 days, 1:00:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7816, loss_cls: 1.9088, loss: 1.9088, grad_norm: 3.5145 2021-06-25 14:09:52,707 - mmaction - INFO - Epoch [139][380/1879] lr: 2.055e-02, eta: 2 days, 1:00:10, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5363, top5_acc: 0.7816, loss_cls: 1.9330, loss: 1.9330, grad_norm: 3.5695 2021-06-25 14:10:37,569 - mmaction - INFO - Epoch [139][400/1879] lr: 2.055e-02, eta: 2 days, 0:59:25, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7953, loss_cls: 1.8562, loss: 1.8562, grad_norm: 3.6061 2021-06-25 14:11:22,360 - mmaction - INFO - Epoch [139][420/1879] lr: 2.055e-02, eta: 2 days, 0:58:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.8000, loss_cls: 1.7761, loss: 1.7761, grad_norm: 3.4864 2021-06-25 14:12:07,114 - mmaction - INFO - Epoch [139][440/1879] lr: 2.055e-02, eta: 2 days, 0:57:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7785, loss_cls: 1.9194, loss: 1.9194, grad_norm: 3.5959 2021-06-25 14:12:51,988 - mmaction - INFO - Epoch [139][460/1879] lr: 2.055e-02, eta: 2 days, 0:57:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7898, loss_cls: 1.8463, loss: 1.8463, grad_norm: 3.5569 2021-06-25 14:13:36,755 - mmaction - INFO - Epoch [139][480/1879] lr: 2.055e-02, eta: 2 days, 0:56:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7922, loss_cls: 1.8240, loss: 1.8240, grad_norm: 3.5029 2021-06-25 14:14:21,682 - mmaction - INFO - Epoch [139][500/1879] lr: 2.055e-02, eta: 2 days, 0:55:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7832, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.4573 2021-06-25 14:15:06,496 - mmaction - INFO - Epoch [139][520/1879] lr: 2.055e-02, eta: 2 days, 0:54:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8530, loss: 1.8530, grad_norm: 3.5076 2021-06-25 14:15:51,133 - mmaction - INFO - Epoch [139][540/1879] lr: 2.055e-02, eta: 2 days, 0:54:11, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.6031 2021-06-25 14:16:35,930 - mmaction - INFO - Epoch [139][560/1879] lr: 2.055e-02, eta: 2 days, 0:53:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7785, loss_cls: 1.9146, loss: 1.9146, grad_norm: 3.4799 2021-06-25 14:17:20,702 - mmaction - INFO - Epoch [139][580/1879] lr: 2.055e-02, eta: 2 days, 0:52:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7996, loss_cls: 1.8436, loss: 1.8436, grad_norm: 3.5687 2021-06-25 14:18:05,488 - mmaction - INFO - Epoch [139][600/1879] lr: 2.055e-02, eta: 2 days, 0:51:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7746, loss_cls: 1.8819, loss: 1.8819, grad_norm: 3.5149 2021-06-25 14:18:50,351 - mmaction - INFO - Epoch [139][620/1879] lr: 2.055e-02, eta: 2 days, 0:51:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7887, loss_cls: 1.8725, loss: 1.8725, grad_norm: 3.4646 2021-06-25 14:19:35,142 - mmaction - INFO - Epoch [139][640/1879] lr: 2.055e-02, eta: 2 days, 0:50:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0197, loss: 2.0197, grad_norm: 3.6273 2021-06-25 14:20:20,031 - mmaction - INFO - Epoch [139][660/1879] lr: 2.055e-02, eta: 2 days, 0:49:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7648, loss_cls: 1.9908, loss: 1.9908, grad_norm: 3.6044 2021-06-25 14:21:04,762 - mmaction - INFO - Epoch [139][680/1879] lr: 2.055e-02, eta: 2 days, 0:48:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5543, top5_acc: 0.7777, loss_cls: 1.8897, loss: 1.8897, grad_norm: 3.5372 2021-06-25 14:21:49,473 - mmaction - INFO - Epoch [139][700/1879] lr: 2.055e-02, eta: 2 days, 0:48:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8619, loss: 1.8619, grad_norm: 3.4836 2021-06-25 14:22:34,158 - mmaction - INFO - Epoch [139][720/1879] lr: 2.055e-02, eta: 2 days, 0:47:26, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7801, loss_cls: 1.8763, loss: 1.8763, grad_norm: 3.6754 2021-06-25 14:23:18,956 - mmaction - INFO - Epoch [139][740/1879] lr: 2.055e-02, eta: 2 days, 0:46:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7801, loss_cls: 1.8996, loss: 1.8996, grad_norm: 3.5845 2021-06-25 14:24:03,710 - mmaction - INFO - Epoch [139][760/1879] lr: 2.055e-02, eta: 2 days, 0:45:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5410, top5_acc: 0.7840, loss_cls: 1.9180, loss: 1.9180, grad_norm: 3.5587 2021-06-25 14:24:48,510 - mmaction - INFO - Epoch [139][780/1879] lr: 2.055e-02, eta: 2 days, 0:45:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9612, loss: 1.9612, grad_norm: 3.8121 2021-06-25 14:25:33,299 - mmaction - INFO - Epoch [139][800/1879] lr: 2.055e-02, eta: 2 days, 0:44:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5316, top5_acc: 0.7676, loss_cls: 1.9947, loss: 1.9947, grad_norm: 3.5902 2021-06-25 14:26:18,171 - mmaction - INFO - Epoch [139][820/1879] lr: 2.055e-02, eta: 2 days, 0:43:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7828, loss_cls: 1.8937, loss: 1.8937, grad_norm: 3.5458 2021-06-25 14:27:02,992 - mmaction - INFO - Epoch [139][840/1879] lr: 2.055e-02, eta: 2 days, 0:42:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5332, top5_acc: 0.7730, loss_cls: 2.0007, loss: 2.0007, grad_norm: 3.6591 2021-06-25 14:27:47,697 - mmaction - INFO - Epoch [139][860/1879] lr: 2.055e-02, eta: 2 days, 0:42:11, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7781, loss_cls: 1.9448, loss: 1.9448, grad_norm: 3.5208 2021-06-25 14:28:32,513 - mmaction - INFO - Epoch [139][880/1879] lr: 2.055e-02, eta: 2 days, 0:41:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8582, loss: 1.8582, grad_norm: 3.5213 2021-06-25 14:29:17,365 - mmaction - INFO - Epoch [139][900/1879] lr: 2.055e-02, eta: 2 days, 0:40:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8354, loss: 1.8354, grad_norm: 3.4886 2021-06-25 14:30:02,101 - mmaction - INFO - Epoch [139][920/1879] lr: 2.055e-02, eta: 2 days, 0:39:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8888, loss: 1.8888, grad_norm: 3.4995 2021-06-25 14:30:46,862 - mmaction - INFO - Epoch [139][940/1879] lr: 2.055e-02, eta: 2 days, 0:39:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.9100, loss: 1.9100, grad_norm: 3.6938 2021-06-25 14:31:31,529 - mmaction - INFO - Epoch [139][960/1879] lr: 2.055e-02, eta: 2 days, 0:38:26, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7770, loss_cls: 1.8928, loss: 1.8928, grad_norm: 3.6331 2021-06-25 14:32:16,306 - mmaction - INFO - Epoch [139][980/1879] lr: 2.055e-02, eta: 2 days, 0:37:41, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7781, loss_cls: 1.8903, loss: 1.8903, grad_norm: 3.6912 2021-06-25 14:33:00,944 - mmaction - INFO - Epoch [139][1000/1879] lr: 2.055e-02, eta: 2 days, 0:36:56, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9255, loss: 1.9255, grad_norm: 3.6245 2021-06-25 14:33:45,740 - mmaction - INFO - Epoch [139][1020/1879] lr: 2.055e-02, eta: 2 days, 0:36:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7867, loss_cls: 1.9157, loss: 1.9157, grad_norm: 3.5404 2021-06-25 14:34:30,468 - mmaction - INFO - Epoch [139][1040/1879] lr: 2.055e-02, eta: 2 days, 0:35:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8535, loss: 1.8535, grad_norm: 3.5482 2021-06-25 14:35:15,507 - mmaction - INFO - Epoch [139][1060/1879] lr: 2.055e-02, eta: 2 days, 0:34:41, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7777, loss_cls: 1.8989, loss: 1.8989, grad_norm: 3.6093 2021-06-25 14:36:00,351 - mmaction - INFO - Epoch [139][1080/1879] lr: 2.055e-02, eta: 2 days, 0:33:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7785, loss_cls: 1.9011, loss: 1.9011, grad_norm: 3.5314 2021-06-25 14:36:45,145 - mmaction - INFO - Epoch [139][1100/1879] lr: 2.055e-02, eta: 2 days, 0:33:12, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9343, loss: 1.9343, grad_norm: 3.6950 2021-06-25 14:37:29,827 - mmaction - INFO - Epoch [139][1120/1879] lr: 2.055e-02, eta: 2 days, 0:32:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0372, loss: 2.0372, grad_norm: 3.6487 2021-06-25 14:38:14,606 - mmaction - INFO - Epoch [139][1140/1879] lr: 2.055e-02, eta: 2 days, 0:31:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7965, loss_cls: 1.8251, loss: 1.8251, grad_norm: 3.6165 2021-06-25 14:38:59,359 - mmaction - INFO - Epoch [139][1160/1879] lr: 2.055e-02, eta: 2 days, 0:30:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7730, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.5822 2021-06-25 14:39:44,096 - mmaction - INFO - Epoch [139][1180/1879] lr: 2.055e-02, eta: 2 days, 0:30:12, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.9314, loss: 1.9314, grad_norm: 3.6683 2021-06-25 14:40:28,800 - mmaction - INFO - Epoch [139][1200/1879] lr: 2.055e-02, eta: 2 days, 0:29:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7629, loss_cls: 1.9411, loss: 1.9411, grad_norm: 3.7048 2021-06-25 14:41:13,625 - mmaction - INFO - Epoch [139][1220/1879] lr: 2.055e-02, eta: 2 days, 0:28:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7914, loss_cls: 1.8572, loss: 1.8572, grad_norm: 3.5875 2021-06-25 14:41:58,321 - mmaction - INFO - Epoch [139][1240/1879] lr: 2.055e-02, eta: 2 days, 0:27:57, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7871, loss_cls: 1.8838, loss: 1.8838, grad_norm: 3.5867 2021-06-25 14:42:43,218 - mmaction - INFO - Epoch [139][1260/1879] lr: 2.055e-02, eta: 2 days, 0:27:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9102, loss: 1.9102, grad_norm: 3.6635 2021-06-25 14:43:28,120 - mmaction - INFO - Epoch [139][1280/1879] lr: 2.055e-02, eta: 2 days, 0:26:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7730, loss_cls: 1.9284, loss: 1.9284, grad_norm: 3.5990 2021-06-25 14:44:12,874 - mmaction - INFO - Epoch [139][1300/1879] lr: 2.055e-02, eta: 2 days, 0:25:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7871, loss_cls: 1.8441, loss: 1.8441, grad_norm: 3.6187 2021-06-25 14:44:57,570 - mmaction - INFO - Epoch [139][1320/1879] lr: 2.055e-02, eta: 2 days, 0:24:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5598, top5_acc: 0.7832, loss_cls: 1.8695, loss: 1.8695, grad_norm: 3.6390 2021-06-25 14:45:42,448 - mmaction - INFO - Epoch [139][1340/1879] lr: 2.055e-02, eta: 2 days, 0:24:12, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5371, top5_acc: 0.7668, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.6050 2021-06-25 14:46:27,121 - mmaction - INFO - Epoch [139][1360/1879] lr: 2.055e-02, eta: 2 days, 0:23:27, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7777, loss_cls: 1.9179, loss: 1.9179, grad_norm: 3.5193 2021-06-25 14:47:11,870 - mmaction - INFO - Epoch [139][1380/1879] lr: 2.055e-02, eta: 2 days, 0:22:42, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7848, loss_cls: 1.8964, loss: 1.8964, grad_norm: 3.4601 2021-06-25 14:47:56,673 - mmaction - INFO - Epoch [139][1400/1879] lr: 2.055e-02, eta: 2 days, 0:21:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5590, top5_acc: 0.7863, loss_cls: 1.8979, loss: 1.8979, grad_norm: 3.4869 2021-06-25 14:48:41,450 - mmaction - INFO - Epoch [139][1420/1879] lr: 2.055e-02, eta: 2 days, 0:21:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7777, loss_cls: 1.9062, loss: 1.9062, grad_norm: 3.5121 2021-06-25 14:49:26,262 - mmaction - INFO - Epoch [139][1440/1879] lr: 2.055e-02, eta: 2 days, 0:20:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.4991 2021-06-25 14:50:11,085 - mmaction - INFO - Epoch [139][1460/1879] lr: 2.055e-02, eta: 2 days, 0:19:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7910, loss_cls: 1.8953, loss: 1.8953, grad_norm: 3.6329 2021-06-25 14:50:55,997 - mmaction - INFO - Epoch [139][1480/1879] lr: 2.055e-02, eta: 2 days, 0:18:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7797, loss_cls: 1.9328, loss: 1.9328, grad_norm: 3.5928 2021-06-25 14:51:40,836 - mmaction - INFO - Epoch [139][1500/1879] lr: 2.055e-02, eta: 2 days, 0:18:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7848, loss_cls: 1.9030, loss: 1.9030, grad_norm: 3.5503 2021-06-25 14:52:25,558 - mmaction - INFO - Epoch [139][1520/1879] lr: 2.055e-02, eta: 2 days, 0:17:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9425, loss: 1.9425, grad_norm: 3.5709 2021-06-25 14:53:10,382 - mmaction - INFO - Epoch [139][1540/1879] lr: 2.055e-02, eta: 2 days, 0:16:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7918, loss_cls: 1.8972, loss: 1.8972, grad_norm: 3.4784 2021-06-25 14:53:55,181 - mmaction - INFO - Epoch [139][1560/1879] lr: 2.055e-02, eta: 2 days, 0:15:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7766, loss_cls: 1.9438, loss: 1.9438, grad_norm: 3.4841 2021-06-25 14:54:39,906 - mmaction - INFO - Epoch [139][1580/1879] lr: 2.055e-02, eta: 2 days, 0:15:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7930, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.5556 2021-06-25 14:55:24,851 - mmaction - INFO - Epoch [139][1600/1879] lr: 2.055e-02, eta: 2 days, 0:14:27, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.8959, loss: 1.8959, grad_norm: 3.5632 2021-06-25 14:56:09,588 - mmaction - INFO - Epoch [139][1620/1879] lr: 2.055e-02, eta: 2 days, 0:13:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5359, top5_acc: 0.7738, loss_cls: 1.9183, loss: 1.9183, grad_norm: 3.6214 2021-06-25 14:56:54,372 - mmaction - INFO - Epoch [139][1640/1879] lr: 2.055e-02, eta: 2 days, 0:12:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5469, top5_acc: 0.7801, loss_cls: 1.9247, loss: 1.9247, grad_norm: 3.6855 2021-06-25 14:57:39,318 - mmaction - INFO - Epoch [139][1660/1879] lr: 2.055e-02, eta: 2 days, 0:12:13, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7879, loss_cls: 1.8629, loss: 1.8629, grad_norm: 3.5663 2021-06-25 14:58:24,061 - mmaction - INFO - Epoch [139][1680/1879] lr: 2.055e-02, eta: 2 days, 0:11:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7793, loss_cls: 1.9491, loss: 1.9491, grad_norm: 3.4907 2021-06-25 14:59:08,657 - mmaction - INFO - Epoch [139][1700/1879] lr: 2.055e-02, eta: 2 days, 0:10:43, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7707, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.6388 2021-06-25 14:59:53,682 - mmaction - INFO - Epoch [139][1720/1879] lr: 2.055e-02, eta: 2 days, 0:09:58, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7754, loss_cls: 1.8799, loss: 1.8799, grad_norm: 3.5530 2021-06-25 15:00:38,484 - mmaction - INFO - Epoch [139][1740/1879] lr: 2.055e-02, eta: 2 days, 0:09:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7762, loss_cls: 1.9288, loss: 1.9288, grad_norm: 3.6502 2021-06-25 15:01:23,346 - mmaction - INFO - Epoch [139][1760/1879] lr: 2.055e-02, eta: 2 days, 0:08:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7781, loss_cls: 1.9015, loss: 1.9015, grad_norm: 3.5725 2021-06-25 15:02:08,227 - mmaction - INFO - Epoch [139][1780/1879] lr: 2.055e-02, eta: 2 days, 0:07:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7746, loss_cls: 1.9557, loss: 1.9557, grad_norm: 3.7124 2021-06-25 15:02:53,065 - mmaction - INFO - Epoch [139][1800/1879] lr: 2.055e-02, eta: 2 days, 0:06:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7809, loss_cls: 1.9301, loss: 1.9301, grad_norm: 3.5558 2021-06-25 15:03:37,951 - mmaction - INFO - Epoch [139][1820/1879] lr: 2.055e-02, eta: 2 days, 0:06:13, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7883, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.5776 2021-06-25 15:04:22,733 - mmaction - INFO - Epoch [139][1840/1879] lr: 2.055e-02, eta: 2 days, 0:05:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 2.0290, loss: 2.0290, grad_norm: 3.6852 2021-06-25 15:05:07,488 - mmaction - INFO - Epoch [139][1860/1879] lr: 2.055e-02, eta: 2 days, 0:04:43, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7777, loss_cls: 1.9459, loss: 1.9459, grad_norm: 3.5315 2021-06-25 15:05:50,657 - mmaction - INFO - Saving checkpoint at 139 epochs 2021-06-25 15:07:22,310 - mmaction - INFO - Epoch [140][20/1879] lr: 1.962e-02, eta: 2 days, 0:03:17, time: 4.570, data_time: 2.323, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7902, loss_cls: 1.8559, loss: 1.8559, grad_norm: 3.6079 2021-06-25 15:08:07,131 - mmaction - INFO - Epoch [140][40/1879] lr: 1.962e-02, eta: 2 days, 0:02:32, time: 2.241, data_time: 0.002, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7852, loss_cls: 1.9027, loss: 1.9027, grad_norm: 3.6177 2021-06-25 15:08:52,040 - mmaction - INFO - Epoch [140][60/1879] lr: 1.962e-02, eta: 2 days, 0:01:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7910, loss_cls: 1.8659, loss: 1.8659, grad_norm: 3.6153 2021-06-25 15:09:36,923 - mmaction - INFO - Epoch [140][80/1879] lr: 1.962e-02, eta: 2 days, 0:01:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7937, loss_cls: 1.8571, loss: 1.8571, grad_norm: 3.5139 2021-06-25 15:10:21,789 - mmaction - INFO - Epoch [140][100/1879] lr: 1.962e-02, eta: 2 days, 0:00:17, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7855, loss_cls: 1.8755, loss: 1.8755, grad_norm: 3.5939 2021-06-25 15:11:06,752 - mmaction - INFO - Epoch [140][120/1879] lr: 1.962e-02, eta: 1 day, 23:59:32, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7855, loss_cls: 1.9012, loss: 1.9012, grad_norm: 3.5995 2021-06-25 15:11:51,715 - mmaction - INFO - Epoch [140][140/1879] lr: 1.962e-02, eta: 1 day, 23:58:47, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7875, loss_cls: 1.8425, loss: 1.8425, grad_norm: 3.5394 2021-06-25 15:12:36,666 - mmaction - INFO - Epoch [140][160/1879] lr: 1.962e-02, eta: 1 day, 23:58:02, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7785, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.5872 2021-06-25 15:13:21,684 - mmaction - INFO - Epoch [140][180/1879] lr: 1.962e-02, eta: 1 day, 23:57:17, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7988, loss_cls: 1.8220, loss: 1.8220, grad_norm: 3.5644 2021-06-25 15:14:06,625 - mmaction - INFO - Epoch [140][200/1879] lr: 1.962e-02, eta: 1 day, 23:56:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7945, loss_cls: 1.8541, loss: 1.8541, grad_norm: 3.5297 2021-06-25 15:14:51,712 - mmaction - INFO - Epoch [140][220/1879] lr: 1.962e-02, eta: 1 day, 23:55:47, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7863, loss_cls: 1.8624, loss: 1.8624, grad_norm: 3.6111 2021-06-25 15:15:36,604 - mmaction - INFO - Epoch [140][240/1879] lr: 1.962e-02, eta: 1 day, 23:55:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.8046, loss: 1.8046, grad_norm: 3.5692 2021-06-25 15:16:21,462 - mmaction - INFO - Epoch [140][260/1879] lr: 1.962e-02, eta: 1 day, 23:54:18, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7918, loss_cls: 1.8523, loss: 1.8523, grad_norm: 3.6752 2021-06-25 15:17:06,318 - mmaction - INFO - Epoch [140][280/1879] lr: 1.962e-02, eta: 1 day, 23:53:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8105, loss_cls: 1.7225, loss: 1.7225, grad_norm: 3.6124 2021-06-25 15:17:51,024 - mmaction - INFO - Epoch [140][300/1879] lr: 1.962e-02, eta: 1 day, 23:52:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7840, loss_cls: 1.8527, loss: 1.8527, grad_norm: 3.6035 2021-06-25 15:18:35,935 - mmaction - INFO - Epoch [140][320/1879] lr: 1.962e-02, eta: 1 day, 23:52:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7832, loss_cls: 1.9205, loss: 1.9205, grad_norm: 3.5792 2021-06-25 15:19:20,700 - mmaction - INFO - Epoch [140][340/1879] lr: 1.962e-02, eta: 1 day, 23:51:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7832, loss_cls: 1.8838, loss: 1.8838, grad_norm: 3.5976 2021-06-25 15:20:05,523 - mmaction - INFO - Epoch [140][360/1879] lr: 1.962e-02, eta: 1 day, 23:50:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5723, top5_acc: 0.8113, loss_cls: 1.7970, loss: 1.7970, grad_norm: 3.5849 2021-06-25 15:20:50,321 - mmaction - INFO - Epoch [140][380/1879] lr: 1.962e-02, eta: 1 day, 23:49:48, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7898, loss_cls: 1.8358, loss: 1.8358, grad_norm: 3.6078 2021-06-25 15:21:35,033 - mmaction - INFO - Epoch [140][400/1879] lr: 1.962e-02, eta: 1 day, 23:49:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.8012, loss_cls: 1.8252, loss: 1.8252, grad_norm: 3.5926 2021-06-25 15:22:19,875 - mmaction - INFO - Epoch [140][420/1879] lr: 1.962e-02, eta: 1 day, 23:48:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7895, loss_cls: 1.8729, loss: 1.8729, grad_norm: 3.6561 2021-06-25 15:23:04,658 - mmaction - INFO - Epoch [140][440/1879] lr: 1.962e-02, eta: 1 day, 23:47:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5508, top5_acc: 0.7770, loss_cls: 1.9418, loss: 1.9418, grad_norm: 3.7270 2021-06-25 15:23:49,453 - mmaction - INFO - Epoch [140][460/1879] lr: 1.962e-02, eta: 1 day, 23:46:48, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7980, loss_cls: 1.8052, loss: 1.8052, grad_norm: 3.5393 2021-06-25 15:24:34,282 - mmaction - INFO - Epoch [140][480/1879] lr: 1.962e-02, eta: 1 day, 23:46:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7832, loss_cls: 1.8882, loss: 1.8882, grad_norm: 3.6278 2021-06-25 15:25:19,106 - mmaction - INFO - Epoch [140][500/1879] lr: 1.962e-02, eta: 1 day, 23:45:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7828, loss_cls: 1.8690, loss: 1.8690, grad_norm: 3.6596 2021-06-25 15:26:03,902 - mmaction - INFO - Epoch [140][520/1879] lr: 1.962e-02, eta: 1 day, 23:44:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7855, loss_cls: 1.8966, loss: 1.8966, grad_norm: 3.6118 2021-06-25 15:26:48,545 - mmaction - INFO - Epoch [140][540/1879] lr: 1.962e-02, eta: 1 day, 23:43:48, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7816, loss_cls: 1.8690, loss: 1.8690, grad_norm: 3.6407 2021-06-25 15:27:33,327 - mmaction - INFO - Epoch [140][560/1879] lr: 1.962e-02, eta: 1 day, 23:43:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8508, loss: 1.8508, grad_norm: 3.6503 2021-06-25 15:28:18,102 - mmaction - INFO - Epoch [140][580/1879] lr: 1.962e-02, eta: 1 day, 23:42:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.8008, loss_cls: 1.7976, loss: 1.7976, grad_norm: 3.6216 2021-06-25 15:29:02,916 - mmaction - INFO - Epoch [140][600/1879] lr: 1.962e-02, eta: 1 day, 23:41:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7844, loss_cls: 1.8711, loss: 1.8711, grad_norm: 3.5759 2021-06-25 15:29:47,747 - mmaction - INFO - Epoch [140][620/1879] lr: 1.962e-02, eta: 1 day, 23:40:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7723, loss_cls: 1.9253, loss: 1.9253, grad_norm: 3.6370 2021-06-25 15:30:32,540 - mmaction - INFO - Epoch [140][640/1879] lr: 1.962e-02, eta: 1 day, 23:40:03, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.8042, loss: 1.8042, grad_norm: 3.5527 2021-06-25 15:31:17,263 - mmaction - INFO - Epoch [140][660/1879] lr: 1.962e-02, eta: 1 day, 23:39:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5418, top5_acc: 0.7824, loss_cls: 1.9363, loss: 1.9363, grad_norm: 3.6346 2021-06-25 15:32:02,005 - mmaction - INFO - Epoch [140][680/1879] lr: 1.962e-02, eta: 1 day, 23:38:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7863, loss_cls: 1.8995, loss: 1.8995, grad_norm: 3.5516 2021-06-25 15:32:46,847 - mmaction - INFO - Epoch [140][700/1879] lr: 1.962e-02, eta: 1 day, 23:37:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5512, top5_acc: 0.7727, loss_cls: 1.9427, loss: 1.9427, grad_norm: 3.5832 2021-06-25 15:33:31,775 - mmaction - INFO - Epoch [140][720/1879] lr: 1.962e-02, eta: 1 day, 23:37:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8361, loss: 1.8361, grad_norm: 3.5477 2021-06-25 15:34:16,575 - mmaction - INFO - Epoch [140][740/1879] lr: 1.962e-02, eta: 1 day, 23:36:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5770, top5_acc: 0.7910, loss_cls: 1.8416, loss: 1.8416, grad_norm: 3.5048 2021-06-25 15:35:01,515 - mmaction - INFO - Epoch [140][760/1879] lr: 1.962e-02, eta: 1 day, 23:35:34, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7941, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.4943 2021-06-25 15:35:46,411 - mmaction - INFO - Epoch [140][780/1879] lr: 1.962e-02, eta: 1 day, 23:34:49, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7777, loss_cls: 1.8656, loss: 1.8656, grad_norm: 3.5131 2021-06-25 15:36:31,268 - mmaction - INFO - Epoch [140][800/1879] lr: 1.962e-02, eta: 1 day, 23:34:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7891, loss_cls: 1.8683, loss: 1.8683, grad_norm: 3.6533 2021-06-25 15:37:16,025 - mmaction - INFO - Epoch [140][820/1879] lr: 1.962e-02, eta: 1 day, 23:33:19, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7863, loss_cls: 1.8704, loss: 1.8704, grad_norm: 3.6650 2021-06-25 15:38:00,649 - mmaction - INFO - Epoch [140][840/1879] lr: 1.962e-02, eta: 1 day, 23:32:34, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7883, loss_cls: 1.8792, loss: 1.8792, grad_norm: 3.5937 2021-06-25 15:38:45,407 - mmaction - INFO - Epoch [140][860/1879] lr: 1.962e-02, eta: 1 day, 23:31:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7934, loss_cls: 1.8444, loss: 1.8444, grad_norm: 3.5358 2021-06-25 15:39:30,041 - mmaction - INFO - Epoch [140][880/1879] lr: 1.962e-02, eta: 1 day, 23:31:04, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7887, loss_cls: 1.8860, loss: 1.8860, grad_norm: 3.5747 2021-06-25 15:40:14,923 - mmaction - INFO - Epoch [140][900/1879] lr: 1.962e-02, eta: 1 day, 23:30:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9648, loss: 1.9648, grad_norm: 3.5354 2021-06-25 15:40:59,615 - mmaction - INFO - Epoch [140][920/1879] lr: 1.962e-02, eta: 1 day, 23:29:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7992, loss_cls: 1.8388, loss: 1.8388, grad_norm: 3.6082 2021-06-25 15:41:44,363 - mmaction - INFO - Epoch [140][940/1879] lr: 1.962e-02, eta: 1 day, 23:28:49, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7914, loss_cls: 1.8477, loss: 1.8477, grad_norm: 3.5540 2021-06-25 15:42:29,134 - mmaction - INFO - Epoch [140][960/1879] lr: 1.962e-02, eta: 1 day, 23:28:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7824, loss_cls: 1.9063, loss: 1.9063, grad_norm: 3.7154 2021-06-25 15:43:14,019 - mmaction - INFO - Epoch [140][980/1879] lr: 1.962e-02, eta: 1 day, 23:27:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7945, loss_cls: 1.8322, loss: 1.8322, grad_norm: 3.5207 2021-06-25 15:43:58,706 - mmaction - INFO - Epoch [140][1000/1879] lr: 1.962e-02, eta: 1 day, 23:26:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5434, top5_acc: 0.7715, loss_cls: 1.9527, loss: 1.9527, grad_norm: 3.6163 2021-06-25 15:44:43,449 - mmaction - INFO - Epoch [140][1020/1879] lr: 1.962e-02, eta: 1 day, 23:25:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7738, loss_cls: 1.9398, loss: 1.9398, grad_norm: 3.6291 2021-06-25 15:45:28,333 - mmaction - INFO - Epoch [140][1040/1879] lr: 1.962e-02, eta: 1 day, 23:25:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7945, loss_cls: 1.8456, loss: 1.8456, grad_norm: 3.6130 2021-06-25 15:46:12,986 - mmaction - INFO - Epoch [140][1060/1879] lr: 1.962e-02, eta: 1 day, 23:24:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7750, loss_cls: 1.8959, loss: 1.8959, grad_norm: 3.6329 2021-06-25 15:46:57,699 - mmaction - INFO - Epoch [140][1080/1879] lr: 1.962e-02, eta: 1 day, 23:23:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7867, loss_cls: 1.8302, loss: 1.8302, grad_norm: 3.5872 2021-06-25 15:47:42,498 - mmaction - INFO - Epoch [140][1100/1879] lr: 1.962e-02, eta: 1 day, 23:22:49, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7809, loss_cls: 1.8673, loss: 1.8673, grad_norm: 3.6394 2021-06-25 15:48:27,270 - mmaction - INFO - Epoch [140][1120/1879] lr: 1.962e-02, eta: 1 day, 23:22:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.6752 2021-06-25 15:49:12,065 - mmaction - INFO - Epoch [140][1140/1879] lr: 1.962e-02, eta: 1 day, 23:21:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7707, loss_cls: 1.9328, loss: 1.9328, grad_norm: 3.5517 2021-06-25 15:49:56,673 - mmaction - INFO - Epoch [140][1160/1879] lr: 1.962e-02, eta: 1 day, 23:20:34, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7809, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.6487 2021-06-25 15:50:41,457 - mmaction - INFO - Epoch [140][1180/1879] lr: 1.962e-02, eta: 1 day, 23:19:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7941, loss_cls: 1.8592, loss: 1.8592, grad_norm: 3.5964 2021-06-25 15:51:26,287 - mmaction - INFO - Epoch [140][1200/1879] lr: 1.962e-02, eta: 1 day, 23:19:04, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7781, loss_cls: 1.8704, loss: 1.8704, grad_norm: 3.6593 2021-06-25 15:52:11,002 - mmaction - INFO - Epoch [140][1220/1879] lr: 1.962e-02, eta: 1 day, 23:18:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7898, loss_cls: 1.8604, loss: 1.8604, grad_norm: 3.5789 2021-06-25 15:52:55,837 - mmaction - INFO - Epoch [140][1240/1879] lr: 1.962e-02, eta: 1 day, 23:17:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7844, loss_cls: 1.8565, loss: 1.8565, grad_norm: 3.6185 2021-06-25 15:53:40,662 - mmaction - INFO - Epoch [140][1260/1879] lr: 1.962e-02, eta: 1 day, 23:16:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5430, top5_acc: 0.7727, loss_cls: 1.9300, loss: 1.9300, grad_norm: 3.5580 2021-06-25 15:54:25,449 - mmaction - INFO - Epoch [140][1280/1879] lr: 1.962e-02, eta: 1 day, 23:16:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.8008, loss_cls: 1.8002, loss: 1.8002, grad_norm: 3.6169 2021-06-25 15:55:10,322 - mmaction - INFO - Epoch [140][1300/1879] lr: 1.962e-02, eta: 1 day, 23:15:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5609, top5_acc: 0.7871, loss_cls: 1.8718, loss: 1.8718, grad_norm: 3.6112 2021-06-25 15:55:55,108 - mmaction - INFO - Epoch [140][1320/1879] lr: 1.962e-02, eta: 1 day, 23:14:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7848, loss_cls: 1.8839, loss: 1.8839, grad_norm: 3.5944 2021-06-25 15:56:39,909 - mmaction - INFO - Epoch [140][1340/1879] lr: 1.962e-02, eta: 1 day, 23:13:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7891, loss_cls: 1.8902, loss: 1.8902, grad_norm: 3.6624 2021-06-25 15:57:24,836 - mmaction - INFO - Epoch [140][1360/1879] lr: 1.962e-02, eta: 1 day, 23:13:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9682, loss: 1.9682, grad_norm: 3.6820 2021-06-25 15:58:09,640 - mmaction - INFO - Epoch [140][1380/1879] lr: 1.962e-02, eta: 1 day, 23:12:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7848, loss_cls: 1.8623, loss: 1.8623, grad_norm: 3.5950 2021-06-25 15:58:54,527 - mmaction - INFO - Epoch [140][1400/1879] lr: 1.962e-02, eta: 1 day, 23:11:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7797, loss_cls: 1.9300, loss: 1.9300, grad_norm: 3.5012 2021-06-25 15:59:39,339 - mmaction - INFO - Epoch [140][1420/1879] lr: 1.962e-02, eta: 1 day, 23:10:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7883, loss_cls: 1.8512, loss: 1.8512, grad_norm: 3.5887 2021-06-25 16:00:24,219 - mmaction - INFO - Epoch [140][1440/1879] lr: 1.962e-02, eta: 1 day, 23:10:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7781, loss_cls: 1.9040, loss: 1.9040, grad_norm: 3.6940 2021-06-25 16:01:08,934 - mmaction - INFO - Epoch [140][1460/1879] lr: 1.962e-02, eta: 1 day, 23:09:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7820, loss_cls: 1.8880, loss: 1.8880, grad_norm: 3.6506 2021-06-25 16:01:53,857 - mmaction - INFO - Epoch [140][1480/1879] lr: 1.962e-02, eta: 1 day, 23:08:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7898, loss_cls: 1.8336, loss: 1.8336, grad_norm: 3.6529 2021-06-25 16:02:38,741 - mmaction - INFO - Epoch [140][1500/1879] lr: 1.962e-02, eta: 1 day, 23:07:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7855, loss_cls: 1.9058, loss: 1.9058, grad_norm: 3.6800 2021-06-25 16:03:23,517 - mmaction - INFO - Epoch [140][1520/1879] lr: 1.962e-02, eta: 1 day, 23:07:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7914, loss_cls: 1.8650, loss: 1.8650, grad_norm: 3.6099 2021-06-25 16:04:08,249 - mmaction - INFO - Epoch [140][1540/1879] lr: 1.962e-02, eta: 1 day, 23:06:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.8930, loss: 1.8930, grad_norm: 3.6714 2021-06-25 16:04:53,025 - mmaction - INFO - Epoch [140][1560/1879] lr: 1.962e-02, eta: 1 day, 23:05:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5465, top5_acc: 0.7738, loss_cls: 1.9257, loss: 1.9257, grad_norm: 3.6740 2021-06-25 16:05:37,724 - mmaction - INFO - Epoch [140][1580/1879] lr: 1.962e-02, eta: 1 day, 23:04:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7965, loss_cls: 1.8359, loss: 1.8359, grad_norm: 3.5643 2021-06-25 16:06:22,607 - mmaction - INFO - Epoch [140][1600/1879] lr: 1.962e-02, eta: 1 day, 23:04:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7957, loss_cls: 1.8238, loss: 1.8238, grad_norm: 3.6039 2021-06-25 16:07:07,235 - mmaction - INFO - Epoch [140][1620/1879] lr: 1.962e-02, eta: 1 day, 23:03:20, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7887, loss_cls: 1.8746, loss: 1.8746, grad_norm: 3.6419 2021-06-25 16:07:51,940 - mmaction - INFO - Epoch [140][1640/1879] lr: 1.962e-02, eta: 1 day, 23:02:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.9094, loss: 1.9094, grad_norm: 3.7477 2021-06-25 16:08:36,690 - mmaction - INFO - Epoch [140][1660/1879] lr: 1.962e-02, eta: 1 day, 23:01:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5437, top5_acc: 0.7723, loss_cls: 1.9509, loss: 1.9509, grad_norm: 3.6732 2021-06-25 16:09:21,381 - mmaction - INFO - Epoch [140][1680/1879] lr: 1.962e-02, eta: 1 day, 23:01:05, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7812, loss_cls: 1.8760, loss: 1.8760, grad_norm: 3.5017 2021-06-25 16:10:06,318 - mmaction - INFO - Epoch [140][1700/1879] lr: 1.962e-02, eta: 1 day, 23:00:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7855, loss_cls: 1.8704, loss: 1.8704, grad_norm: 3.6188 2021-06-25 16:10:51,071 - mmaction - INFO - Epoch [140][1720/1879] lr: 1.962e-02, eta: 1 day, 22:59:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7848, loss_cls: 1.9246, loss: 1.9246, grad_norm: 3.6162 2021-06-25 16:11:35,933 - mmaction - INFO - Epoch [140][1740/1879] lr: 1.962e-02, eta: 1 day, 22:58:50, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7805, loss_cls: 1.8792, loss: 1.8792, grad_norm: 3.6032 2021-06-25 16:12:20,723 - mmaction - INFO - Epoch [140][1760/1879] lr: 1.962e-02, eta: 1 day, 22:58:05, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5672, top5_acc: 0.7922, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.6495 2021-06-25 16:13:05,529 - mmaction - INFO - Epoch [140][1780/1879] lr: 1.962e-02, eta: 1 day, 22:57:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8698, loss: 1.8698, grad_norm: 3.5797 2021-06-25 16:13:50,213 - mmaction - INFO - Epoch [140][1800/1879] lr: 1.962e-02, eta: 1 day, 22:56:35, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7871, loss_cls: 1.8493, loss: 1.8493, grad_norm: 3.5372 2021-06-25 16:14:34,985 - mmaction - INFO - Epoch [140][1820/1879] lr: 1.962e-02, eta: 1 day, 22:55:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7949, loss_cls: 1.8790, loss: 1.8790, grad_norm: 3.6806 2021-06-25 16:15:19,737 - mmaction - INFO - Epoch [140][1840/1879] lr: 1.962e-02, eta: 1 day, 22:55:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7898, loss_cls: 1.8940, loss: 1.8940, grad_norm: 3.6993 2021-06-25 16:16:04,508 - mmaction - INFO - Epoch [140][1860/1879] lr: 1.962e-02, eta: 1 day, 22:54:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7883, loss_cls: 1.8947, loss: 1.8947, grad_norm: 3.6448 2021-06-25 16:16:47,378 - mmaction - INFO - Saving checkpoint at 140 epochs 2021-06-25 16:18:19,744 - mmaction - INFO - Epoch [141][20/1879] lr: 1.872e-02, eta: 1 day, 22:52:54, time: 4.602, data_time: 2.325, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7848, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.5240 2021-06-25 16:19:04,595 - mmaction - INFO - Epoch [141][40/1879] lr: 1.872e-02, eta: 1 day, 22:52:09, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7926, loss_cls: 1.8134, loss: 1.8134, grad_norm: 3.5210 2021-06-25 16:19:49,631 - mmaction - INFO - Epoch [141][60/1879] lr: 1.872e-02, eta: 1 day, 22:51:24, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7918, loss_cls: 1.8540, loss: 1.8540, grad_norm: 3.7496 2021-06-25 16:20:34,470 - mmaction - INFO - Epoch [141][80/1879] lr: 1.872e-02, eta: 1 day, 22:50:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7941, loss_cls: 1.8418, loss: 1.8418, grad_norm: 3.6433 2021-06-25 16:21:19,343 - mmaction - INFO - Epoch [141][100/1879] lr: 1.872e-02, eta: 1 day, 22:49:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7906, loss_cls: 1.8534, loss: 1.8534, grad_norm: 3.5173 2021-06-25 16:22:04,134 - mmaction - INFO - Epoch [141][120/1879] lr: 1.872e-02, eta: 1 day, 22:49:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7953, loss_cls: 1.8077, loss: 1.8077, grad_norm: 3.5233 2021-06-25 16:22:48,929 - mmaction - INFO - Epoch [141][140/1879] lr: 1.872e-02, eta: 1 day, 22:48:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7965, loss_cls: 1.8409, loss: 1.8409, grad_norm: 3.5676 2021-06-25 16:23:33,748 - mmaction - INFO - Epoch [141][160/1879] lr: 1.872e-02, eta: 1 day, 22:47:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8106, loss: 1.8106, grad_norm: 3.5458 2021-06-25 16:24:18,638 - mmaction - INFO - Epoch [141][180/1879] lr: 1.872e-02, eta: 1 day, 22:46:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8590, loss: 1.8590, grad_norm: 3.6260 2021-06-25 16:25:03,480 - mmaction - INFO - Epoch [141][200/1879] lr: 1.872e-02, eta: 1 day, 22:46:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8102, loss_cls: 1.7526, loss: 1.7526, grad_norm: 3.5429 2021-06-25 16:25:48,242 - mmaction - INFO - Epoch [141][220/1879] lr: 1.872e-02, eta: 1 day, 22:45:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.9085, loss: 1.9085, grad_norm: 3.5938 2021-06-25 16:26:33,098 - mmaction - INFO - Epoch [141][240/1879] lr: 1.872e-02, eta: 1 day, 22:44:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5527, top5_acc: 0.7789, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.6215 2021-06-25 16:27:17,976 - mmaction - INFO - Epoch [141][260/1879] lr: 1.872e-02, eta: 1 day, 22:43:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7895, loss_cls: 1.8694, loss: 1.8694, grad_norm: 3.5333 2021-06-25 16:28:02,787 - mmaction - INFO - Epoch [141][280/1879] lr: 1.872e-02, eta: 1 day, 22:43:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7754, loss_cls: 1.8661, loss: 1.8661, grad_norm: 3.4907 2021-06-25 16:28:47,717 - mmaction - INFO - Epoch [141][300/1879] lr: 1.872e-02, eta: 1 day, 22:42:25, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8631, loss: 1.8631, grad_norm: 3.5293 2021-06-25 16:29:32,564 - mmaction - INFO - Epoch [141][320/1879] lr: 1.872e-02, eta: 1 day, 22:41:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7777, loss_cls: 1.8987, loss: 1.8987, grad_norm: 3.7100 2021-06-25 16:30:17,283 - mmaction - INFO - Epoch [141][340/1879] lr: 1.872e-02, eta: 1 day, 22:40:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7895, loss_cls: 1.8722, loss: 1.8722, grad_norm: 3.6474 2021-06-25 16:31:01,988 - mmaction - INFO - Epoch [141][360/1879] lr: 1.872e-02, eta: 1 day, 22:40:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7879, loss_cls: 1.8229, loss: 1.8229, grad_norm: 3.7024 2021-06-25 16:31:46,787 - mmaction - INFO - Epoch [141][380/1879] lr: 1.872e-02, eta: 1 day, 22:39:25, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7934, loss_cls: 1.8298, loss: 1.8298, grad_norm: 3.6009 2021-06-25 16:32:31,592 - mmaction - INFO - Epoch [141][400/1879] lr: 1.872e-02, eta: 1 day, 22:38:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7895, loss_cls: 1.8734, loss: 1.8734, grad_norm: 3.6184 2021-06-25 16:33:16,373 - mmaction - INFO - Epoch [141][420/1879] lr: 1.872e-02, eta: 1 day, 22:37:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8322, loss: 1.8322, grad_norm: 3.5279 2021-06-25 16:34:01,210 - mmaction - INFO - Epoch [141][440/1879] lr: 1.872e-02, eta: 1 day, 22:37:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7988, loss_cls: 1.7904, loss: 1.7904, grad_norm: 3.6378 2021-06-25 16:34:45,910 - mmaction - INFO - Epoch [141][460/1879] lr: 1.872e-02, eta: 1 day, 22:36:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8651, loss: 1.8651, grad_norm: 3.7229 2021-06-25 16:35:30,662 - mmaction - INFO - Epoch [141][480/1879] lr: 1.872e-02, eta: 1 day, 22:35:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7991, loss: 1.7991, grad_norm: 3.6176 2021-06-25 16:36:15,386 - mmaction - INFO - Epoch [141][500/1879] lr: 1.872e-02, eta: 1 day, 22:34:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7930, loss_cls: 1.8155, loss: 1.8155, grad_norm: 3.6532 2021-06-25 16:37:00,234 - mmaction - INFO - Epoch [141][520/1879] lr: 1.872e-02, eta: 1 day, 22:34:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5672, top5_acc: 0.7797, loss_cls: 1.8542, loss: 1.8542, grad_norm: 3.6466 2021-06-25 16:37:44,929 - mmaction - INFO - Epoch [141][540/1879] lr: 1.872e-02, eta: 1 day, 22:33:25, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7906, loss_cls: 1.8275, loss: 1.8275, grad_norm: 3.5965 2021-06-25 16:38:29,691 - mmaction - INFO - Epoch [141][560/1879] lr: 1.872e-02, eta: 1 day, 22:32:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7984, loss_cls: 1.8378, loss: 1.8378, grad_norm: 3.6988 2021-06-25 16:39:14,430 - mmaction - INFO - Epoch [141][580/1879] lr: 1.872e-02, eta: 1 day, 22:31:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7844, loss_cls: 1.8645, loss: 1.8645, grad_norm: 3.7304 2021-06-25 16:39:59,217 - mmaction - INFO - Epoch [141][600/1879] lr: 1.872e-02, eta: 1 day, 22:31:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7887, loss_cls: 1.8261, loss: 1.8261, grad_norm: 3.6504 2021-06-25 16:40:43,947 - mmaction - INFO - Epoch [141][620/1879] lr: 1.872e-02, eta: 1 day, 22:30:26, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7957, loss_cls: 1.8084, loss: 1.8084, grad_norm: 3.6190 2021-06-25 16:41:28,716 - mmaction - INFO - Epoch [141][640/1879] lr: 1.872e-02, eta: 1 day, 22:29:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8933, loss: 1.8933, grad_norm: 3.6584 2021-06-25 16:42:13,402 - mmaction - INFO - Epoch [141][660/1879] lr: 1.872e-02, eta: 1 day, 22:28:56, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7977, loss_cls: 1.8319, loss: 1.8319, grad_norm: 3.6209 2021-06-25 16:42:58,230 - mmaction - INFO - Epoch [141][680/1879] lr: 1.872e-02, eta: 1 day, 22:28:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7906, loss_cls: 1.8374, loss: 1.8374, grad_norm: 3.6347 2021-06-25 16:43:42,952 - mmaction - INFO - Epoch [141][700/1879] lr: 1.872e-02, eta: 1 day, 22:27:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7957, loss_cls: 1.8028, loss: 1.8028, grad_norm: 3.5879 2021-06-25 16:44:27,767 - mmaction - INFO - Epoch [141][720/1879] lr: 1.872e-02, eta: 1 day, 22:26:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7937, loss_cls: 1.8421, loss: 1.8421, grad_norm: 3.7144 2021-06-25 16:45:12,595 - mmaction - INFO - Epoch [141][740/1879] lr: 1.872e-02, eta: 1 day, 22:25:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5453, top5_acc: 0.7754, loss_cls: 1.9406, loss: 1.9406, grad_norm: 3.7226 2021-06-25 16:45:57,320 - mmaction - INFO - Epoch [141][760/1879] lr: 1.872e-02, eta: 1 day, 22:25:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7879, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.7160 2021-06-25 16:46:42,043 - mmaction - INFO - Epoch [141][780/1879] lr: 1.872e-02, eta: 1 day, 22:24:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8888, loss: 1.8888, grad_norm: 3.6021 2021-06-25 16:47:26,746 - mmaction - INFO - Epoch [141][800/1879] lr: 1.872e-02, eta: 1 day, 22:23:41, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5426, top5_acc: 0.7867, loss_cls: 1.8961, loss: 1.8961, grad_norm: 3.6955 2021-06-25 16:48:11,609 - mmaction - INFO - Epoch [141][820/1879] lr: 1.872e-02, eta: 1 day, 22:22:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7887, loss_cls: 1.8625, loss: 1.8625, grad_norm: 3.6064 2021-06-25 16:48:56,456 - mmaction - INFO - Epoch [141][840/1879] lr: 1.872e-02, eta: 1 day, 22:22:11, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.8767 2021-06-25 16:49:41,305 - mmaction - INFO - Epoch [141][860/1879] lr: 1.872e-02, eta: 1 day, 22:21:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8835, loss: 1.8835, grad_norm: 3.6334 2021-06-25 16:50:26,040 - mmaction - INFO - Epoch [141][880/1879] lr: 1.872e-02, eta: 1 day, 22:20:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5828, top5_acc: 0.7926, loss_cls: 1.8160, loss: 1.8160, grad_norm: 3.6007 2021-06-25 16:51:10,851 - mmaction - INFO - Epoch [141][900/1879] lr: 1.872e-02, eta: 1 day, 22:19:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7918, loss_cls: 1.8637, loss: 1.8637, grad_norm: 3.6821 2021-06-25 16:51:55,561 - mmaction - INFO - Epoch [141][920/1879] lr: 1.872e-02, eta: 1 day, 22:19:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.8995, loss: 1.8995, grad_norm: 3.5770 2021-06-25 16:52:40,416 - mmaction - INFO - Epoch [141][940/1879] lr: 1.872e-02, eta: 1 day, 22:18:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5535, top5_acc: 0.7848, loss_cls: 1.8748, loss: 1.8748, grad_norm: 3.6425 2021-06-25 16:53:25,142 - mmaction - INFO - Epoch [141][960/1879] lr: 1.872e-02, eta: 1 day, 22:17:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7902, loss_cls: 1.8475, loss: 1.8475, grad_norm: 3.7252 2021-06-25 16:54:09,789 - mmaction - INFO - Epoch [141][980/1879] lr: 1.872e-02, eta: 1 day, 22:16:56, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8658, loss: 1.8658, grad_norm: 3.5558 2021-06-25 16:54:54,550 - mmaction - INFO - Epoch [141][1000/1879] lr: 1.872e-02, eta: 1 day, 22:16:11, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9198, loss: 1.9198, grad_norm: 3.6567 2021-06-25 16:55:39,249 - mmaction - INFO - Epoch [141][1020/1879] lr: 1.872e-02, eta: 1 day, 22:15:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7871, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.5798 2021-06-25 16:56:24,053 - mmaction - INFO - Epoch [141][1040/1879] lr: 1.872e-02, eta: 1 day, 22:14:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7773, loss_cls: 1.9166, loss: 1.9166, grad_norm: 3.7393 2021-06-25 16:57:08,907 - mmaction - INFO - Epoch [141][1060/1879] lr: 1.872e-02, eta: 1 day, 22:13:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5813, top5_acc: 0.8012, loss_cls: 1.7887, loss: 1.7887, grad_norm: 3.6353 2021-06-25 16:57:53,706 - mmaction - INFO - Epoch [141][1080/1879] lr: 1.872e-02, eta: 1 day, 22:13:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7906, loss_cls: 1.8523, loss: 1.8523, grad_norm: 3.6711 2021-06-25 16:58:38,547 - mmaction - INFO - Epoch [141][1100/1879] lr: 1.872e-02, eta: 1 day, 22:12:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7918, loss_cls: 1.8632, loss: 1.8632, grad_norm: 3.7685 2021-06-25 16:59:23,379 - mmaction - INFO - Epoch [141][1120/1879] lr: 1.872e-02, eta: 1 day, 22:11:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7848, loss_cls: 1.8709, loss: 1.8709, grad_norm: 3.6565 2021-06-25 17:00:08,162 - mmaction - INFO - Epoch [141][1140/1879] lr: 1.872e-02, eta: 1 day, 22:10:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8209, loss: 1.8209, grad_norm: 3.7713 2021-06-25 17:00:52,866 - mmaction - INFO - Epoch [141][1160/1879] lr: 1.872e-02, eta: 1 day, 22:10:12, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7910, loss_cls: 1.8959, loss: 1.8959, grad_norm: 3.8426 2021-06-25 17:01:37,712 - mmaction - INFO - Epoch [141][1180/1879] lr: 1.872e-02, eta: 1 day, 22:09:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7910, loss_cls: 1.8508, loss: 1.8508, grad_norm: 3.6899 2021-06-25 17:02:22,412 - mmaction - INFO - Epoch [141][1200/1879] lr: 1.872e-02, eta: 1 day, 22:08:42, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7742, loss_cls: 1.9319, loss: 1.9319, grad_norm: 3.6685 2021-06-25 17:03:07,072 - mmaction - INFO - Epoch [141][1220/1879] lr: 1.872e-02, eta: 1 day, 22:07:57, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5449, top5_acc: 0.7879, loss_cls: 1.8734, loss: 1.8734, grad_norm: 3.7178 2021-06-25 17:03:51,788 - mmaction - INFO - Epoch [141][1240/1879] lr: 1.872e-02, eta: 1 day, 22:07:12, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5516, top5_acc: 0.7867, loss_cls: 1.8803, loss: 1.8803, grad_norm: 3.6840 2021-06-25 17:04:36,618 - mmaction - INFO - Epoch [141][1260/1879] lr: 1.872e-02, eta: 1 day, 22:06:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7730, loss_cls: 1.9253, loss: 1.9253, grad_norm: 3.5657 2021-06-25 17:05:21,395 - mmaction - INFO - Epoch [141][1280/1879] lr: 1.872e-02, eta: 1 day, 22:05:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7789, loss_cls: 1.8951, loss: 1.8951, grad_norm: 3.6860 2021-06-25 17:06:06,234 - mmaction - INFO - Epoch [141][1300/1879] lr: 1.872e-02, eta: 1 day, 22:04:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7906, loss_cls: 1.8436, loss: 1.8436, grad_norm: 3.5830 2021-06-25 17:06:51,131 - mmaction - INFO - Epoch [141][1320/1879] lr: 1.872e-02, eta: 1 day, 22:04:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5543, top5_acc: 0.7766, loss_cls: 1.8915, loss: 1.8915, grad_norm: 3.6384 2021-06-25 17:07:35,890 - mmaction - INFO - Epoch [141][1340/1879] lr: 1.872e-02, eta: 1 day, 22:03:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7965, loss_cls: 1.8310, loss: 1.8310, grad_norm: 3.6721 2021-06-25 17:08:20,596 - mmaction - INFO - Epoch [141][1360/1879] lr: 1.872e-02, eta: 1 day, 22:02:42, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7922, loss_cls: 1.8366, loss: 1.8366, grad_norm: 3.6582 2021-06-25 17:09:05,339 - mmaction - INFO - Epoch [141][1380/1879] lr: 1.872e-02, eta: 1 day, 22:01:57, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.7937, loss_cls: 1.8735, loss: 1.8735, grad_norm: 3.6994 2021-06-25 17:09:49,952 - mmaction - INFO - Epoch [141][1400/1879] lr: 1.872e-02, eta: 1 day, 22:01:12, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5590, top5_acc: 0.7840, loss_cls: 1.8926, loss: 1.8926, grad_norm: 3.6507 2021-06-25 17:10:34,651 - mmaction - INFO - Epoch [141][1420/1879] lr: 1.872e-02, eta: 1 day, 22:00:27, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7766, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.6102 2021-06-25 17:11:19,424 - mmaction - INFO - Epoch [141][1440/1879] lr: 1.872e-02, eta: 1 day, 21:59:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9115, loss: 1.9115, grad_norm: 3.6363 2021-06-25 17:12:04,159 - mmaction - INFO - Epoch [141][1460/1879] lr: 1.872e-02, eta: 1 day, 21:58:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5395, top5_acc: 0.7805, loss_cls: 1.9285, loss: 1.9285, grad_norm: 3.7062 2021-06-25 17:12:48,946 - mmaction - INFO - Epoch [141][1480/1879] lr: 1.872e-02, eta: 1 day, 21:58:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7668, loss_cls: 1.9543, loss: 1.9543, grad_norm: 3.6837 2021-06-25 17:13:33,681 - mmaction - INFO - Epoch [141][1500/1879] lr: 1.872e-02, eta: 1 day, 21:57:27, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5594, top5_acc: 0.7727, loss_cls: 1.9214, loss: 1.9214, grad_norm: 3.6616 2021-06-25 17:14:18,509 - mmaction - INFO - Epoch [141][1520/1879] lr: 1.872e-02, eta: 1 day, 21:56:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7824, loss_cls: 1.8706, loss: 1.8706, grad_norm: 3.6726 2021-06-25 17:15:03,252 - mmaction - INFO - Epoch [141][1540/1879] lr: 1.872e-02, eta: 1 day, 21:55:57, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8460, loss: 1.8460, grad_norm: 3.6667 2021-06-25 17:15:48,114 - mmaction - INFO - Epoch [141][1560/1879] lr: 1.872e-02, eta: 1 day, 21:55:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7930, loss_cls: 1.8658, loss: 1.8658, grad_norm: 3.6728 2021-06-25 17:16:32,900 - mmaction - INFO - Epoch [141][1580/1879] lr: 1.872e-02, eta: 1 day, 21:54:27, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7922, loss_cls: 1.8571, loss: 1.8571, grad_norm: 3.6375 2021-06-25 17:17:17,581 - mmaction - INFO - Epoch [141][1600/1879] lr: 1.872e-02, eta: 1 day, 21:53:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8713, loss: 1.8713, grad_norm: 3.7517 2021-06-25 17:18:02,349 - mmaction - INFO - Epoch [141][1620/1879] lr: 1.872e-02, eta: 1 day, 21:52:57, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.7937, loss_cls: 1.8167, loss: 1.8167, grad_norm: 3.5767 2021-06-25 17:18:46,957 - mmaction - INFO - Epoch [141][1640/1879] lr: 1.872e-02, eta: 1 day, 21:52:12, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5734, top5_acc: 0.7980, loss_cls: 1.8134, loss: 1.8134, grad_norm: 3.6403 2021-06-25 17:19:31,754 - mmaction - INFO - Epoch [141][1660/1879] lr: 1.872e-02, eta: 1 day, 21:51:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5809, top5_acc: 0.8016, loss_cls: 1.7796, loss: 1.7796, grad_norm: 3.6106 2021-06-25 17:20:16,499 - mmaction - INFO - Epoch [141][1680/1879] lr: 1.872e-02, eta: 1 day, 21:50:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7867, loss_cls: 1.8261, loss: 1.8261, grad_norm: 3.6242 2021-06-25 17:21:01,203 - mmaction - INFO - Epoch [141][1700/1879] lr: 1.872e-02, eta: 1 day, 21:49:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7805, loss_cls: 1.8831, loss: 1.8831, grad_norm: 3.6839 2021-06-25 17:21:45,920 - mmaction - INFO - Epoch [141][1720/1879] lr: 1.872e-02, eta: 1 day, 21:49:12, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8443, loss: 1.8443, grad_norm: 3.6149 2021-06-25 17:22:30,745 - mmaction - INFO - Epoch [141][1740/1879] lr: 1.872e-02, eta: 1 day, 21:48:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7852, loss_cls: 1.8545, loss: 1.8545, grad_norm: 3.5549 2021-06-25 17:23:15,376 - mmaction - INFO - Epoch [141][1760/1879] lr: 1.872e-02, eta: 1 day, 21:47:42, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7937, loss_cls: 1.8494, loss: 1.8494, grad_norm: 3.6489 2021-06-25 17:24:00,016 - mmaction - INFO - Epoch [141][1780/1879] lr: 1.872e-02, eta: 1 day, 21:46:57, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7973, loss_cls: 1.8061, loss: 1.8061, grad_norm: 3.6675 2021-06-25 17:24:44,757 - mmaction - INFO - Epoch [141][1800/1879] lr: 1.872e-02, eta: 1 day, 21:46:12, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7793, loss_cls: 1.9105, loss: 1.9105, grad_norm: 3.7430 2021-06-25 17:25:29,602 - mmaction - INFO - Epoch [141][1820/1879] lr: 1.872e-02, eta: 1 day, 21:45:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8291, loss: 1.8291, grad_norm: 3.5819 2021-06-25 17:26:14,345 - mmaction - INFO - Epoch [141][1840/1879] lr: 1.872e-02, eta: 1 day, 21:44:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7812, loss_cls: 1.8930, loss: 1.8930, grad_norm: 3.6214 2021-06-25 17:26:59,136 - mmaction - INFO - Epoch [141][1860/1879] lr: 1.872e-02, eta: 1 day, 21:43:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7809, loss_cls: 1.8492, loss: 1.8492, grad_norm: 3.6915 2021-06-25 17:27:42,066 - mmaction - INFO - Saving checkpoint at 141 epochs 2021-06-25 17:29:13,983 - mmaction - INFO - Epoch [142][20/1879] lr: 1.783e-02, eta: 1 day, 21:42:31, time: 4.580, data_time: 2.331, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7855, loss_cls: 1.8752, loss: 1.8752, grad_norm: 3.6592 2021-06-25 17:29:58,850 - mmaction - INFO - Epoch [142][40/1879] lr: 1.783e-02, eta: 1 day, 21:41:46, time: 2.244, data_time: 0.003, memory: 7544, top1_acc: 0.5797, top5_acc: 0.7996, loss_cls: 1.7688, loss: 1.7688, grad_norm: 3.6273 2021-06-25 17:30:43,780 - mmaction - INFO - Epoch [142][60/1879] lr: 1.783e-02, eta: 1 day, 21:41:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7914, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.6896 2021-06-25 17:31:28,622 - mmaction - INFO - Epoch [142][80/1879] lr: 1.783e-02, eta: 1 day, 21:40:16, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.8963, loss: 1.8963, grad_norm: 3.6637 2021-06-25 17:32:13,662 - mmaction - INFO - Epoch [142][100/1879] lr: 1.783e-02, eta: 1 day, 21:39:31, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7781, loss_cls: 1.8682, loss: 1.8682, grad_norm: 3.7043 2021-06-25 17:32:58,580 - mmaction - INFO - Epoch [142][120/1879] lr: 1.783e-02, eta: 1 day, 21:38:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7852, loss_cls: 1.8464, loss: 1.8464, grad_norm: 3.6690 2021-06-25 17:33:43,365 - mmaction - INFO - Epoch [142][140/1879] lr: 1.783e-02, eta: 1 day, 21:38:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7773, loss_cls: 1.8811, loss: 1.8811, grad_norm: 3.7019 2021-06-25 17:34:28,345 - mmaction - INFO - Epoch [142][160/1879] lr: 1.783e-02, eta: 1 day, 21:37:17, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7988, loss_cls: 1.8386, loss: 1.8386, grad_norm: 3.6931 2021-06-25 17:35:13,209 - mmaction - INFO - Epoch [142][180/1879] lr: 1.783e-02, eta: 1 day, 21:36:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.8313, loss: 1.8313, grad_norm: 3.7529 2021-06-25 17:35:58,037 - mmaction - INFO - Epoch [142][200/1879] lr: 1.783e-02, eta: 1 day, 21:35:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7992, loss_cls: 1.8205, loss: 1.8205, grad_norm: 3.7288 2021-06-25 17:36:42,889 - mmaction - INFO - Epoch [142][220/1879] lr: 1.783e-02, eta: 1 day, 21:35:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7852, loss_cls: 1.8550, loss: 1.8550, grad_norm: 3.6871 2021-06-25 17:37:27,832 - mmaction - INFO - Epoch [142][240/1879] lr: 1.783e-02, eta: 1 day, 21:34:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8159, loss: 1.8159, grad_norm: 3.6476 2021-06-25 17:38:12,625 - mmaction - INFO - Epoch [142][260/1879] lr: 1.783e-02, eta: 1 day, 21:33:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.8031, loss_cls: 1.7843, loss: 1.7843, grad_norm: 3.6682 2021-06-25 17:38:57,471 - mmaction - INFO - Epoch [142][280/1879] lr: 1.783e-02, eta: 1 day, 21:32:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7840, loss_cls: 1.8503, loss: 1.8503, grad_norm: 3.6576 2021-06-25 17:39:42,245 - mmaction - INFO - Epoch [142][300/1879] lr: 1.783e-02, eta: 1 day, 21:32:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7758, loss_cls: 1.8983, loss: 1.8983, grad_norm: 3.6919 2021-06-25 17:40:27,139 - mmaction - INFO - Epoch [142][320/1879] lr: 1.783e-02, eta: 1 day, 21:31:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7922, loss_cls: 1.8604, loss: 1.8604, grad_norm: 3.6419 2021-06-25 17:41:12,007 - mmaction - INFO - Epoch [142][340/1879] lr: 1.783e-02, eta: 1 day, 21:30:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7895, loss_cls: 1.8826, loss: 1.8826, grad_norm: 3.7105 2021-06-25 17:41:56,772 - mmaction - INFO - Epoch [142][360/1879] lr: 1.783e-02, eta: 1 day, 21:29:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7770, loss_cls: 1.8374, loss: 1.8374, grad_norm: 3.6145 2021-06-25 17:42:41,662 - mmaction - INFO - Epoch [142][380/1879] lr: 1.783e-02, eta: 1 day, 21:29:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7941, loss_cls: 1.8252, loss: 1.8252, grad_norm: 3.6056 2021-06-25 17:43:26,547 - mmaction - INFO - Epoch [142][400/1879] lr: 1.783e-02, eta: 1 day, 21:28:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7914, loss_cls: 1.8486, loss: 1.8486, grad_norm: 3.6750 2021-06-25 17:44:11,353 - mmaction - INFO - Epoch [142][420/1879] lr: 1.783e-02, eta: 1 day, 21:27:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7926, loss_cls: 1.8122, loss: 1.8122, grad_norm: 3.7148 2021-06-25 17:44:56,214 - mmaction - INFO - Epoch [142][440/1879] lr: 1.783e-02, eta: 1 day, 21:26:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.7934, loss_cls: 1.8205, loss: 1.8205, grad_norm: 3.7268 2021-06-25 17:45:41,168 - mmaction - INFO - Epoch [142][460/1879] lr: 1.783e-02, eta: 1 day, 21:26:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7863, loss_cls: 1.8307, loss: 1.8307, grad_norm: 3.6828 2021-06-25 17:46:25,958 - mmaction - INFO - Epoch [142][480/1879] lr: 1.783e-02, eta: 1 day, 21:25:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.8000, loss_cls: 1.8408, loss: 1.8408, grad_norm: 3.6567 2021-06-25 17:47:10,794 - mmaction - INFO - Epoch [142][500/1879] lr: 1.783e-02, eta: 1 day, 21:24:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.8020, loss_cls: 1.7904, loss: 1.7904, grad_norm: 3.7657 2021-06-25 17:47:55,617 - mmaction - INFO - Epoch [142][520/1879] lr: 1.783e-02, eta: 1 day, 21:23:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7902, loss_cls: 1.8539, loss: 1.8539, grad_norm: 3.6254 2021-06-25 17:48:40,361 - mmaction - INFO - Epoch [142][540/1879] lr: 1.783e-02, eta: 1 day, 21:23:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7828, loss_cls: 1.8431, loss: 1.8431, grad_norm: 3.6317 2021-06-25 17:49:25,167 - mmaction - INFO - Epoch [142][560/1879] lr: 1.783e-02, eta: 1 day, 21:22:18, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.8043, loss_cls: 1.7780, loss: 1.7780, grad_norm: 3.6878 2021-06-25 17:50:09,952 - mmaction - INFO - Epoch [142][580/1879] lr: 1.783e-02, eta: 1 day, 21:21:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7910, loss_cls: 1.8467, loss: 1.8467, grad_norm: 3.6640 2021-06-25 17:50:54,760 - mmaction - INFO - Epoch [142][600/1879] lr: 1.783e-02, eta: 1 day, 21:20:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7879, loss_cls: 1.8322, loss: 1.8322, grad_norm: 3.6296 2021-06-25 17:51:39,508 - mmaction - INFO - Epoch [142][620/1879] lr: 1.783e-02, eta: 1 day, 21:20:03, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5746, top5_acc: 0.7934, loss_cls: 1.8127, loss: 1.8127, grad_norm: 3.7356 2021-06-25 17:52:24,189 - mmaction - INFO - Epoch [142][640/1879] lr: 1.783e-02, eta: 1 day, 21:19:18, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7937, loss_cls: 1.8235, loss: 1.8235, grad_norm: 3.7438 2021-06-25 17:53:08,932 - mmaction - INFO - Epoch [142][660/1879] lr: 1.783e-02, eta: 1 day, 21:18:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7910, loss_cls: 1.8173, loss: 1.8173, grad_norm: 3.7529 2021-06-25 17:53:53,745 - mmaction - INFO - Epoch [142][680/1879] lr: 1.783e-02, eta: 1 day, 21:17:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7898, loss_cls: 1.9129, loss: 1.9129, grad_norm: 3.8116 2021-06-25 17:54:38,590 - mmaction - INFO - Epoch [142][700/1879] lr: 1.783e-02, eta: 1 day, 21:17:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.7988, loss_cls: 1.7620, loss: 1.7620, grad_norm: 3.6244 2021-06-25 17:55:23,359 - mmaction - INFO - Epoch [142][720/1879] lr: 1.783e-02, eta: 1 day, 21:16:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8243, loss: 1.8243, grad_norm: 3.7344 2021-06-25 17:56:08,082 - mmaction - INFO - Epoch [142][740/1879] lr: 1.783e-02, eta: 1 day, 21:15:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.7910, loss_cls: 1.8335, loss: 1.8335, grad_norm: 3.6667 2021-06-25 17:56:52,736 - mmaction - INFO - Epoch [142][760/1879] lr: 1.783e-02, eta: 1 day, 21:14:48, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7953, loss_cls: 1.8186, loss: 1.8186, grad_norm: 3.7839 2021-06-25 17:57:37,604 - mmaction - INFO - Epoch [142][780/1879] lr: 1.783e-02, eta: 1 day, 21:14:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7895, loss_cls: 1.8451, loss: 1.8451, grad_norm: 3.7611 2021-06-25 17:58:22,307 - mmaction - INFO - Epoch [142][800/1879] lr: 1.783e-02, eta: 1 day, 21:13:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7887, loss_cls: 1.8608, loss: 1.8608, grad_norm: 3.7567 2021-06-25 17:59:07,017 - mmaction - INFO - Epoch [142][820/1879] lr: 1.783e-02, eta: 1 day, 21:12:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7871, loss_cls: 1.8684, loss: 1.8684, grad_norm: 3.7397 2021-06-25 17:59:51,652 - mmaction - INFO - Epoch [142][840/1879] lr: 1.783e-02, eta: 1 day, 21:11:48, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7793, loss_cls: 1.9147, loss: 1.9147, grad_norm: 3.7626 2021-06-25 18:00:39,816 - mmaction - INFO - Epoch [142][860/1879] lr: 1.783e-02, eta: 1 day, 21:11:04, time: 2.397, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7875, loss_cls: 1.8611, loss: 1.8611, grad_norm: 3.6910 2021-06-25 18:01:24,671 - mmaction - INFO - Epoch [142][880/1879] lr: 1.783e-02, eta: 1 day, 21:10:19, time: 2.254, data_time: 0.018, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7840, loss_cls: 1.8985, loss: 1.8985, grad_norm: 3.7500 2021-06-25 18:02:09,355 - mmaction - INFO - Epoch [142][900/1879] lr: 1.783e-02, eta: 1 day, 21:09:34, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8433, loss: 1.8433, grad_norm: 3.5866 2021-06-25 18:02:54,105 - mmaction - INFO - Epoch [142][920/1879] lr: 1.783e-02, eta: 1 day, 21:08:49, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7887, loss_cls: 1.8469, loss: 1.8469, grad_norm: 3.7368 2021-06-25 18:03:39,012 - mmaction - INFO - Epoch [142][940/1879] lr: 1.783e-02, eta: 1 day, 21:08:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7895, loss_cls: 1.8761, loss: 1.8761, grad_norm: 3.7595 2021-06-25 18:04:23,716 - mmaction - INFO - Epoch [142][960/1879] lr: 1.783e-02, eta: 1 day, 21:07:19, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.8012, loss_cls: 1.8017, loss: 1.8017, grad_norm: 3.7243 2021-06-25 18:05:08,510 - mmaction - INFO - Epoch [142][980/1879] lr: 1.783e-02, eta: 1 day, 21:06:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8090, loss_cls: 1.7723, loss: 1.7723, grad_norm: 3.7029 2021-06-25 18:05:53,326 - mmaction - INFO - Epoch [142][1000/1879] lr: 1.783e-02, eta: 1 day, 21:05:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.8059, loss_cls: 1.7877, loss: 1.7877, grad_norm: 3.7597 2021-06-25 18:06:38,121 - mmaction - INFO - Epoch [142][1020/1879] lr: 1.783e-02, eta: 1 day, 21:05:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5563, top5_acc: 0.7762, loss_cls: 1.8929, loss: 1.8929, grad_norm: 3.7420 2021-06-25 18:07:22,935 - mmaction - INFO - Epoch [142][1040/1879] lr: 1.783e-02, eta: 1 day, 21:04:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5684, top5_acc: 0.8000, loss_cls: 1.8315, loss: 1.8315, grad_norm: 3.6750 2021-06-25 18:08:07,681 - mmaction - INFO - Epoch [142][1060/1879] lr: 1.783e-02, eta: 1 day, 21:03:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8736, loss: 1.8736, grad_norm: 3.6815 2021-06-25 18:08:52,505 - mmaction - INFO - Epoch [142][1080/1879] lr: 1.783e-02, eta: 1 day, 21:02:50, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7953, loss_cls: 1.7821, loss: 1.7821, grad_norm: 3.5945 2021-06-25 18:09:37,241 - mmaction - INFO - Epoch [142][1100/1879] lr: 1.783e-02, eta: 1 day, 21:02:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7820, loss_cls: 1.8356, loss: 1.8356, grad_norm: 3.7043 2021-06-25 18:10:22,048 - mmaction - INFO - Epoch [142][1120/1879] lr: 1.783e-02, eta: 1 day, 21:01:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7840, loss_cls: 1.9326, loss: 1.9326, grad_norm: 4.1406 2021-06-25 18:11:06,968 - mmaction - INFO - Epoch [142][1140/1879] lr: 1.783e-02, eta: 1 day, 21:00:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8621, loss: 1.8621, grad_norm: 3.8146 2021-06-25 18:11:51,772 - mmaction - INFO - Epoch [142][1160/1879] lr: 1.783e-02, eta: 1 day, 20:59:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5477, top5_acc: 0.7824, loss_cls: 1.9049, loss: 1.9049, grad_norm: 3.8206 2021-06-25 18:12:36,636 - mmaction - INFO - Epoch [142][1180/1879] lr: 1.783e-02, eta: 1 day, 20:59:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7961, loss_cls: 1.8368, loss: 1.8368, grad_norm: 3.7500 2021-06-25 18:13:21,252 - mmaction - INFO - Epoch [142][1200/1879] lr: 1.783e-02, eta: 1 day, 20:58:20, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7926, loss_cls: 1.8471, loss: 1.8471, grad_norm: 3.6977 2021-06-25 18:14:05,996 - mmaction - INFO - Epoch [142][1220/1879] lr: 1.783e-02, eta: 1 day, 20:57:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7887, loss_cls: 1.9112, loss: 1.9112, grad_norm: 3.7903 2021-06-25 18:14:50,822 - mmaction - INFO - Epoch [142][1240/1879] lr: 1.783e-02, eta: 1 day, 20:56:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.7918, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.6905 2021-06-25 18:15:35,690 - mmaction - INFO - Epoch [142][1260/1879] lr: 1.783e-02, eta: 1 day, 20:56:05, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8618, loss: 1.8618, grad_norm: 3.7160 2021-06-25 18:16:20,506 - mmaction - INFO - Epoch [142][1280/1879] lr: 1.783e-02, eta: 1 day, 20:55:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7844, loss_cls: 1.8805, loss: 1.8805, grad_norm: 3.7130 2021-06-25 18:17:05,321 - mmaction - INFO - Epoch [142][1300/1879] lr: 1.783e-02, eta: 1 day, 20:54:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7934, loss_cls: 1.8187, loss: 1.8187, grad_norm: 3.6846 2021-06-25 18:17:50,216 - mmaction - INFO - Epoch [142][1320/1879] lr: 1.783e-02, eta: 1 day, 20:53:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7996, loss_cls: 1.8186, loss: 1.8186, grad_norm: 3.7199 2021-06-25 18:18:35,016 - mmaction - INFO - Epoch [142][1340/1879] lr: 1.783e-02, eta: 1 day, 20:53:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7941, loss_cls: 1.8567, loss: 1.8567, grad_norm: 3.7595 2021-06-25 18:19:19,722 - mmaction - INFO - Epoch [142][1360/1879] lr: 1.783e-02, eta: 1 day, 20:52:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.7867, loss_cls: 1.8254, loss: 1.8254, grad_norm: 3.7560 2021-06-25 18:20:04,517 - mmaction - INFO - Epoch [142][1380/1879] lr: 1.783e-02, eta: 1 day, 20:51:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5832, top5_acc: 0.8035, loss_cls: 1.7613, loss: 1.7613, grad_norm: 3.7053 2021-06-25 18:20:49,324 - mmaction - INFO - Epoch [142][1400/1879] lr: 1.783e-02, eta: 1 day, 20:50:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7809, loss_cls: 1.9072, loss: 1.9072, grad_norm: 3.7864 2021-06-25 18:21:34,094 - mmaction - INFO - Epoch [142][1420/1879] lr: 1.783e-02, eta: 1 day, 20:50:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7773, loss_cls: 1.8764, loss: 1.8764, grad_norm: 3.6938 2021-06-25 18:22:18,834 - mmaction - INFO - Epoch [142][1440/1879] lr: 1.783e-02, eta: 1 day, 20:49:20, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7863, loss_cls: 1.8089, loss: 1.8089, grad_norm: 3.6663 2021-06-25 18:23:03,499 - mmaction - INFO - Epoch [142][1460/1879] lr: 1.783e-02, eta: 1 day, 20:48:35, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9130, loss: 1.9130, grad_norm: 3.7813 2021-06-25 18:23:48,258 - mmaction - INFO - Epoch [142][1480/1879] lr: 1.783e-02, eta: 1 day, 20:47:50, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7918, loss_cls: 1.8728, loss: 1.8728, grad_norm: 3.6498 2021-06-25 18:24:32,960 - mmaction - INFO - Epoch [142][1500/1879] lr: 1.783e-02, eta: 1 day, 20:47:05, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8114, loss: 1.8114, grad_norm: 3.6595 2021-06-25 18:25:17,735 - mmaction - INFO - Epoch [142][1520/1879] lr: 1.783e-02, eta: 1 day, 20:46:20, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7879, loss_cls: 1.8622, loss: 1.8622, grad_norm: 3.7296 2021-06-25 18:26:02,445 - mmaction - INFO - Epoch [142][1540/1879] lr: 1.783e-02, eta: 1 day, 20:45:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.7965, loss_cls: 1.7999, loss: 1.7999, grad_norm: 3.6259 2021-06-25 18:26:47,214 - mmaction - INFO - Epoch [142][1560/1879] lr: 1.783e-02, eta: 1 day, 20:44:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.8035, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.7113 2021-06-25 18:27:31,825 - mmaction - INFO - Epoch [142][1580/1879] lr: 1.783e-02, eta: 1 day, 20:44:06, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7859, loss_cls: 1.8909, loss: 1.8909, grad_norm: 3.7411 2021-06-25 18:28:16,634 - mmaction - INFO - Epoch [142][1600/1879] lr: 1.783e-02, eta: 1 day, 20:43:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7910, loss_cls: 1.8449, loss: 1.8449, grad_norm: 3.7051 2021-06-25 18:29:01,347 - mmaction - INFO - Epoch [142][1620/1879] lr: 1.783e-02, eta: 1 day, 20:42:36, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5602, top5_acc: 0.7871, loss_cls: 1.8894, loss: 1.8894, grad_norm: 3.6681 2021-06-25 18:29:46,230 - mmaction - INFO - Epoch [142][1640/1879] lr: 1.783e-02, eta: 1 day, 20:41:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8084, loss: 1.8084, grad_norm: 3.6424 2021-06-25 18:30:30,931 - mmaction - INFO - Epoch [142][1660/1879] lr: 1.783e-02, eta: 1 day, 20:41:06, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5473, top5_acc: 0.7828, loss_cls: 1.8970, loss: 1.8970, grad_norm: 3.6807 2021-06-25 18:31:15,570 - mmaction - INFO - Epoch [142][1680/1879] lr: 1.783e-02, eta: 1 day, 20:40:21, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5691, top5_acc: 0.7875, loss_cls: 1.8333, loss: 1.8333, grad_norm: 3.6466 2021-06-25 18:32:00,247 - mmaction - INFO - Epoch [142][1700/1879] lr: 1.783e-02, eta: 1 day, 20:39:36, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7930, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.6768 2021-06-25 18:32:44,956 - mmaction - INFO - Epoch [142][1720/1879] lr: 1.783e-02, eta: 1 day, 20:38:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7898, loss_cls: 1.8168, loss: 1.8168, grad_norm: 3.6945 2021-06-25 18:33:29,691 - mmaction - INFO - Epoch [142][1740/1879] lr: 1.783e-02, eta: 1 day, 20:38:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.6566 2021-06-25 18:34:14,446 - mmaction - INFO - Epoch [142][1760/1879] lr: 1.783e-02, eta: 1 day, 20:37:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7871, loss_cls: 1.8697, loss: 1.8697, grad_norm: 3.7399 2021-06-25 18:34:59,175 - mmaction - INFO - Epoch [142][1780/1879] lr: 1.783e-02, eta: 1 day, 20:36:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5855, top5_acc: 0.7961, loss_cls: 1.7974, loss: 1.7974, grad_norm: 3.7165 2021-06-25 18:35:43,838 - mmaction - INFO - Epoch [142][1800/1879] lr: 1.783e-02, eta: 1 day, 20:35:51, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5488, top5_acc: 0.7742, loss_cls: 1.9497, loss: 1.9497, grad_norm: 3.8003 2021-06-25 18:36:28,481 - mmaction - INFO - Epoch [142][1820/1879] lr: 1.783e-02, eta: 1 day, 20:35:06, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.7996, loss_cls: 1.7883, loss: 1.7883, grad_norm: 3.6266 2021-06-25 18:37:13,175 - mmaction - INFO - Epoch [142][1840/1879] lr: 1.783e-02, eta: 1 day, 20:34:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5547, top5_acc: 0.7926, loss_cls: 1.8770, loss: 1.8770, grad_norm: 3.6976 2021-06-25 18:37:57,797 - mmaction - INFO - Epoch [142][1860/1879] lr: 1.783e-02, eta: 1 day, 20:33:36, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5504, top5_acc: 0.7766, loss_cls: 1.9138, loss: 1.9138, grad_norm: 3.7414 2021-06-25 18:39:05,339 - mmaction - INFO - Saving checkpoint at 142 epochs 2021-06-25 18:41:53,143 - mmaction - INFO - Epoch [143][20/1879] lr: 1.696e-02, eta: 1 day, 20:32:30, time: 8.371, data_time: 5.972, memory: 7544, top1_acc: 0.5734, top5_acc: 0.7910, loss_cls: 1.8097, loss: 1.8097, grad_norm: 3.7220 2021-06-25 18:42:37,782 - mmaction - INFO - Epoch [143][40/1879] lr: 1.696e-02, eta: 1 day, 20:31:45, time: 2.232, data_time: 0.003, memory: 7544, top1_acc: 0.5805, top5_acc: 0.7902, loss_cls: 1.8075, loss: 1.8075, grad_norm: 3.8377 2021-06-25 18:43:22,489 - mmaction - INFO - Epoch [143][60/1879] lr: 1.696e-02, eta: 1 day, 20:31:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7918, loss_cls: 1.8162, loss: 1.8162, grad_norm: 3.6728 2021-06-25 18:44:07,317 - mmaction - INFO - Epoch [143][80/1879] lr: 1.696e-02, eta: 1 day, 20:30:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7832, loss_cls: 1.8893, loss: 1.8893, grad_norm: 3.8949 2021-06-25 18:44:52,310 - mmaction - INFO - Epoch [143][100/1879] lr: 1.696e-02, eta: 1 day, 20:29:30, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7980, loss_cls: 1.7861, loss: 1.7861, grad_norm: 3.6539 2021-06-25 18:45:37,051 - mmaction - INFO - Epoch [143][120/1879] lr: 1.696e-02, eta: 1 day, 20:28:45, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7992, loss_cls: 1.7873, loss: 1.7873, grad_norm: 3.6480 2021-06-25 18:46:21,889 - mmaction - INFO - Epoch [143][140/1879] lr: 1.696e-02, eta: 1 day, 20:28:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.8063, loss_cls: 1.7903, loss: 1.7903, grad_norm: 3.6891 2021-06-25 18:47:06,709 - mmaction - INFO - Epoch [143][160/1879] lr: 1.696e-02, eta: 1 day, 20:27:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.8006, loss: 1.8006, grad_norm: 3.7062 2021-06-25 18:47:51,467 - mmaction - INFO - Epoch [143][180/1879] lr: 1.696e-02, eta: 1 day, 20:26:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7918, loss_cls: 1.8289, loss: 1.8289, grad_norm: 3.7553 2021-06-25 18:48:36,276 - mmaction - INFO - Epoch [143][200/1879] lr: 1.696e-02, eta: 1 day, 20:25:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5660, top5_acc: 0.8035, loss_cls: 1.8506, loss: 1.8506, grad_norm: 3.7970 2021-06-25 18:49:21,166 - mmaction - INFO - Epoch [143][220/1879] lr: 1.696e-02, eta: 1 day, 20:25:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.7980, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.6086 2021-06-25 18:50:05,946 - mmaction - INFO - Epoch [143][240/1879] lr: 1.696e-02, eta: 1 day, 20:24:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5531, top5_acc: 0.7816, loss_cls: 1.8875, loss: 1.8875, grad_norm: 3.9019 2021-06-25 18:50:50,795 - mmaction - INFO - Epoch [143][260/1879] lr: 1.696e-02, eta: 1 day, 20:23:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7887, loss_cls: 1.8291, loss: 1.8291, grad_norm: 3.7081 2021-06-25 18:51:35,584 - mmaction - INFO - Epoch [143][280/1879] lr: 1.696e-02, eta: 1 day, 20:22:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5496, top5_acc: 0.7891, loss_cls: 1.8709, loss: 1.8709, grad_norm: 3.7010 2021-06-25 18:52:20,297 - mmaction - INFO - Epoch [143][300/1879] lr: 1.696e-02, eta: 1 day, 20:22:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7984, loss_cls: 1.7739, loss: 1.7739, grad_norm: 3.7320 2021-06-25 18:53:05,153 - mmaction - INFO - Epoch [143][320/1879] lr: 1.696e-02, eta: 1 day, 20:21:15, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5727, top5_acc: 0.8043, loss_cls: 1.8029, loss: 1.8029, grad_norm: 3.7568 2021-06-25 18:53:49,899 - mmaction - INFO - Epoch [143][340/1879] lr: 1.696e-02, eta: 1 day, 20:20:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7980, loss_cls: 1.7933, loss: 1.7933, grad_norm: 3.7255 2021-06-25 18:54:34,660 - mmaction - INFO - Epoch [143][360/1879] lr: 1.696e-02, eta: 1 day, 20:19:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.7910, loss_cls: 1.8055, loss: 1.8055, grad_norm: 3.6108 2021-06-25 18:55:19,425 - mmaction - INFO - Epoch [143][380/1879] lr: 1.696e-02, eta: 1 day, 20:19:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.7969, loss_cls: 1.8042, loss: 1.8042, grad_norm: 3.7780 2021-06-25 18:56:04,385 - mmaction - INFO - Epoch [143][400/1879] lr: 1.696e-02, eta: 1 day, 20:18:15, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.5852, top5_acc: 0.8051, loss_cls: 1.7471, loss: 1.7471, grad_norm: 3.7558 2021-06-25 18:56:49,114 - mmaction - INFO - Epoch [143][420/1879] lr: 1.696e-02, eta: 1 day, 20:17:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5680, top5_acc: 0.7934, loss_cls: 1.8331, loss: 1.8331, grad_norm: 3.7047 2021-06-25 18:57:33,814 - mmaction - INFO - Epoch [143][440/1879] lr: 1.696e-02, eta: 1 day, 20:16:45, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7941, loss_cls: 1.8321, loss: 1.8321, grad_norm: 3.6955 2021-06-25 18:58:18,608 - mmaction - INFO - Epoch [143][460/1879] lr: 1.696e-02, eta: 1 day, 20:16:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5781, top5_acc: 0.8051, loss_cls: 1.7747, loss: 1.7747, grad_norm: 3.7890 2021-06-25 18:59:03,416 - mmaction - INFO - Epoch [143][480/1879] lr: 1.696e-02, eta: 1 day, 20:15:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7980, loss_cls: 1.8098, loss: 1.8098, grad_norm: 3.7385 2021-06-25 18:59:48,239 - mmaction - INFO - Epoch [143][500/1879] lr: 1.696e-02, eta: 1 day, 20:14:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7918, loss_cls: 1.8433, loss: 1.8433, grad_norm: 3.8825 2021-06-25 19:00:33,094 - mmaction - INFO - Epoch [143][520/1879] lr: 1.696e-02, eta: 1 day, 20:13:46, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7859, loss_cls: 1.8573, loss: 1.8573, grad_norm: 3.7308 2021-06-25 19:01:17,728 - mmaction - INFO - Epoch [143][540/1879] lr: 1.696e-02, eta: 1 day, 20:13:01, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7859, loss_cls: 1.8546, loss: 1.8546, grad_norm: 3.7180 2021-06-25 19:02:02,476 - mmaction - INFO - Epoch [143][560/1879] lr: 1.696e-02, eta: 1 day, 20:12:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.8027, loss_cls: 1.7905, loss: 1.7905, grad_norm: 3.7720 2021-06-25 19:02:47,204 - mmaction - INFO - Epoch [143][580/1879] lr: 1.696e-02, eta: 1 day, 20:11:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7863, loss_cls: 1.8228, loss: 1.8228, grad_norm: 3.6974 2021-06-25 19:03:31,897 - mmaction - INFO - Epoch [143][600/1879] lr: 1.696e-02, eta: 1 day, 20:10:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8090, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.7011 2021-06-25 19:04:16,670 - mmaction - INFO - Epoch [143][620/1879] lr: 1.696e-02, eta: 1 day, 20:10:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8078, loss_cls: 1.7755, loss: 1.7755, grad_norm: 3.8818 2021-06-25 19:05:01,432 - mmaction - INFO - Epoch [143][640/1879] lr: 1.696e-02, eta: 1 day, 20:09:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.7957, loss_cls: 1.8402, loss: 1.8402, grad_norm: 3.8333 2021-06-25 19:05:46,192 - mmaction - INFO - Epoch [143][660/1879] lr: 1.696e-02, eta: 1 day, 20:08:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7855, loss_cls: 1.8634, loss: 1.8634, grad_norm: 3.7875 2021-06-25 19:06:30,909 - mmaction - INFO - Epoch [143][680/1879] lr: 1.696e-02, eta: 1 day, 20:07:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.7992, loss_cls: 1.7289, loss: 1.7289, grad_norm: 3.6251 2021-06-25 19:07:15,746 - mmaction - INFO - Epoch [143][700/1879] lr: 1.696e-02, eta: 1 day, 20:07:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5797, top5_acc: 0.7961, loss_cls: 1.8048, loss: 1.8048, grad_norm: 3.7796 2021-06-25 19:08:00,485 - mmaction - INFO - Epoch [143][720/1879] lr: 1.696e-02, eta: 1 day, 20:06:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7945, loss_cls: 1.7895, loss: 1.7895, grad_norm: 3.7429 2021-06-25 19:08:45,271 - mmaction - INFO - Epoch [143][740/1879] lr: 1.696e-02, eta: 1 day, 20:05:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8008, loss_cls: 1.7907, loss: 1.7907, grad_norm: 3.7353 2021-06-25 19:09:29,931 - mmaction - INFO - Epoch [143][760/1879] lr: 1.696e-02, eta: 1 day, 20:04:46, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8677, loss: 1.8677, grad_norm: 3.8754 2021-06-25 19:10:14,637 - mmaction - INFO - Epoch [143][780/1879] lr: 1.696e-02, eta: 1 day, 20:04:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8432, loss: 1.8432, grad_norm: 3.7876 2021-06-25 19:10:59,324 - mmaction - INFO - Epoch [143][800/1879] lr: 1.696e-02, eta: 1 day, 20:03:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7883, loss_cls: 1.8748, loss: 1.8748, grad_norm: 3.7863 2021-06-25 19:11:43,898 - mmaction - INFO - Epoch [143][820/1879] lr: 1.696e-02, eta: 1 day, 20:02:31, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8320, loss: 1.8320, grad_norm: 3.7303 2021-06-25 19:12:28,667 - mmaction - INFO - Epoch [143][840/1879] lr: 1.696e-02, eta: 1 day, 20:01:46, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7828, loss_cls: 1.8453, loss: 1.8453, grad_norm: 3.7664 2021-06-25 19:13:13,295 - mmaction - INFO - Epoch [143][860/1879] lr: 1.696e-02, eta: 1 day, 20:01:01, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8843, loss: 1.8843, grad_norm: 3.7110 2021-06-25 19:13:57,992 - mmaction - INFO - Epoch [143][880/1879] lr: 1.696e-02, eta: 1 day, 20:00:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5570, top5_acc: 0.7863, loss_cls: 1.8801, loss: 1.8801, grad_norm: 3.7595 2021-06-25 19:14:42,744 - mmaction - INFO - Epoch [143][900/1879] lr: 1.696e-02, eta: 1 day, 19:59:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7832, loss_cls: 1.8772, loss: 1.8772, grad_norm: 3.7808 2021-06-25 19:15:27,551 - mmaction - INFO - Epoch [143][920/1879] lr: 1.696e-02, eta: 1 day, 19:58:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7836, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.7835 2021-06-25 19:16:12,264 - mmaction - INFO - Epoch [143][940/1879] lr: 1.696e-02, eta: 1 day, 19:58:01, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7703, loss_cls: 1.9002, loss: 1.9002, grad_norm: 3.7978 2021-06-25 19:16:56,918 - mmaction - INFO - Epoch [143][960/1879] lr: 1.696e-02, eta: 1 day, 19:57:16, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5609, top5_acc: 0.7992, loss_cls: 1.8310, loss: 1.8310, grad_norm: 3.7645 2021-06-25 19:17:41,633 - mmaction - INFO - Epoch [143][980/1879] lr: 1.696e-02, eta: 1 day, 19:56:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8000, loss_cls: 1.7502, loss: 1.7502, grad_norm: 3.6520 2021-06-25 19:18:26,338 - mmaction - INFO - Epoch [143][1000/1879] lr: 1.696e-02, eta: 1 day, 19:55:46, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.6610 2021-06-25 19:19:11,055 - mmaction - INFO - Epoch [143][1020/1879] lr: 1.696e-02, eta: 1 day, 19:55:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8012, loss_cls: 1.7853, loss: 1.7853, grad_norm: 3.6892 2021-06-25 19:19:55,614 - mmaction - INFO - Epoch [143][1040/1879] lr: 1.696e-02, eta: 1 day, 19:54:16, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8591, loss: 1.8591, grad_norm: 3.8197 2021-06-25 19:20:40,214 - mmaction - INFO - Epoch [143][1060/1879] lr: 1.696e-02, eta: 1 day, 19:53:31, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8031, loss_cls: 1.7829, loss: 1.7829, grad_norm: 3.6957 2021-06-25 19:21:25,036 - mmaction - INFO - Epoch [143][1080/1879] lr: 1.696e-02, eta: 1 day, 19:52:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7906, loss_cls: 1.8429, loss: 1.8429, grad_norm: 3.8579 2021-06-25 19:22:09,879 - mmaction - INFO - Epoch [143][1100/1879] lr: 1.696e-02, eta: 1 day, 19:52:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7910, loss_cls: 1.8453, loss: 1.8453, grad_norm: 3.8441 2021-06-25 19:22:54,573 - mmaction - INFO - Epoch [143][1120/1879] lr: 1.696e-02, eta: 1 day, 19:51:16, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7859, loss_cls: 1.8570, loss: 1.8570, grad_norm: 3.7444 2021-06-25 19:23:39,260 - mmaction - INFO - Epoch [143][1140/1879] lr: 1.696e-02, eta: 1 day, 19:50:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7934, loss_cls: 1.8402, loss: 1.8402, grad_norm: 3.7256 2021-06-25 19:24:24,125 - mmaction - INFO - Epoch [143][1160/1879] lr: 1.696e-02, eta: 1 day, 19:49:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7824, loss_cls: 1.8681, loss: 1.8681, grad_norm: 3.7631 2021-06-25 19:25:08,835 - mmaction - INFO - Epoch [143][1180/1879] lr: 1.696e-02, eta: 1 day, 19:49:01, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7902, loss_cls: 1.8524, loss: 1.8524, grad_norm: 3.8330 2021-06-25 19:25:53,505 - mmaction - INFO - Epoch [143][1200/1879] lr: 1.696e-02, eta: 1 day, 19:48:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7918, loss_cls: 1.8492, loss: 1.8492, grad_norm: 3.7436 2021-06-25 19:26:38,133 - mmaction - INFO - Epoch [143][1220/1879] lr: 1.696e-02, eta: 1 day, 19:47:31, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8397, loss: 1.8397, grad_norm: 3.7706 2021-06-25 19:27:22,815 - mmaction - INFO - Epoch [143][1240/1879] lr: 1.696e-02, eta: 1 day, 19:46:46, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7527, loss: 1.7527, grad_norm: 4.1122 2021-06-25 19:28:07,555 - mmaction - INFO - Epoch [143][1260/1879] lr: 1.696e-02, eta: 1 day, 19:46:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5566, top5_acc: 0.7879, loss_cls: 1.8918, loss: 1.8918, grad_norm: 3.8868 2021-06-25 19:28:52,267 - mmaction - INFO - Epoch [143][1280/1879] lr: 1.696e-02, eta: 1 day, 19:45:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7953, loss: 1.7953, grad_norm: 3.7608 2021-06-25 19:29:37,038 - mmaction - INFO - Epoch [143][1300/1879] lr: 1.696e-02, eta: 1 day, 19:44:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7883, loss_cls: 1.8713, loss: 1.8713, grad_norm: 3.7420 2021-06-25 19:30:21,854 - mmaction - INFO - Epoch [143][1320/1879] lr: 1.696e-02, eta: 1 day, 19:43:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5523, top5_acc: 0.7891, loss_cls: 1.9021, loss: 1.9021, grad_norm: 3.8465 2021-06-25 19:31:06,522 - mmaction - INFO - Epoch [143][1340/1879] lr: 1.696e-02, eta: 1 day, 19:43:01, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5484, top5_acc: 0.7848, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.8424 2021-06-25 19:31:51,194 - mmaction - INFO - Epoch [143][1360/1879] lr: 1.696e-02, eta: 1 day, 19:42:16, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8860, loss: 1.8860, grad_norm: 3.8347 2021-06-25 19:32:36,003 - mmaction - INFO - Epoch [143][1380/1879] lr: 1.696e-02, eta: 1 day, 19:41:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7973, loss_cls: 1.8144, loss: 1.8144, grad_norm: 3.7628 2021-06-25 19:33:20,795 - mmaction - INFO - Epoch [143][1400/1879] lr: 1.696e-02, eta: 1 day, 19:40:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5555, top5_acc: 0.7961, loss_cls: 1.8463, loss: 1.8463, grad_norm: 3.8010 2021-06-25 19:34:05,644 - mmaction - INFO - Epoch [143][1420/1879] lr: 1.696e-02, eta: 1 day, 19:40:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5684, top5_acc: 0.8000, loss_cls: 1.7840, loss: 1.7840, grad_norm: 3.8000 2021-06-25 19:34:50,440 - mmaction - INFO - Epoch [143][1440/1879] lr: 1.696e-02, eta: 1 day, 19:39:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7895, loss_cls: 1.8274, loss: 1.8274, grad_norm: 3.7135 2021-06-25 19:35:35,219 - mmaction - INFO - Epoch [143][1460/1879] lr: 1.696e-02, eta: 1 day, 19:38:32, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7914, loss_cls: 1.8344, loss: 1.8344, grad_norm: 3.8434 2021-06-25 19:36:20,070 - mmaction - INFO - Epoch [143][1480/1879] lr: 1.696e-02, eta: 1 day, 19:37:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7805, loss_cls: 1.8714, loss: 1.8714, grad_norm: 3.8041 2021-06-25 19:37:04,757 - mmaction - INFO - Epoch [143][1500/1879] lr: 1.696e-02, eta: 1 day, 19:37:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5441, top5_acc: 0.7961, loss_cls: 1.8468, loss: 1.8468, grad_norm: 3.7504 2021-06-25 19:37:49,488 - mmaction - INFO - Epoch [143][1520/1879] lr: 1.696e-02, eta: 1 day, 19:36:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9136, loss: 1.9136, grad_norm: 3.8366 2021-06-25 19:38:34,211 - mmaction - INFO - Epoch [143][1540/1879] lr: 1.696e-02, eta: 1 day, 19:35:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7875, loss_cls: 1.8414, loss: 1.8414, grad_norm: 3.6778 2021-06-25 19:39:18,866 - mmaction - INFO - Epoch [143][1560/1879] lr: 1.696e-02, eta: 1 day, 19:34:47, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8121, loss: 1.8121, grad_norm: 3.7889 2021-06-25 19:40:03,555 - mmaction - INFO - Epoch [143][1580/1879] lr: 1.696e-02, eta: 1 day, 19:34:02, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7957, loss_cls: 1.7976, loss: 1.7976, grad_norm: 3.6470 2021-06-25 19:40:48,320 - mmaction - INFO - Epoch [143][1600/1879] lr: 1.696e-02, eta: 1 day, 19:33:17, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5672, top5_acc: 0.7902, loss_cls: 1.8555, loss: 1.8555, grad_norm: 3.8894 2021-06-25 19:41:33,198 - mmaction - INFO - Epoch [143][1620/1879] lr: 1.696e-02, eta: 1 day, 19:32:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7922, loss_cls: 1.8233, loss: 1.8233, grad_norm: 3.7957 2021-06-25 19:42:17,937 - mmaction - INFO - Epoch [143][1640/1879] lr: 1.696e-02, eta: 1 day, 19:31:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8693, loss: 1.8693, grad_norm: 3.8348 2021-06-25 19:43:02,631 - mmaction - INFO - Epoch [143][1660/1879] lr: 1.696e-02, eta: 1 day, 19:31:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5539, top5_acc: 0.7914, loss_cls: 1.8682, loss: 1.8682, grad_norm: 3.7519 2021-06-25 19:43:47,320 - mmaction - INFO - Epoch [143][1680/1879] lr: 1.696e-02, eta: 1 day, 19:30:17, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7875, loss_cls: 1.8575, loss: 1.8575, grad_norm: 3.7948 2021-06-25 19:44:32,081 - mmaction - INFO - Epoch [143][1700/1879] lr: 1.696e-02, eta: 1 day, 19:29:32, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7934, loss_cls: 1.8445, loss: 1.8445, grad_norm: 3.7466 2021-06-25 19:45:16,820 - mmaction - INFO - Epoch [143][1720/1879] lr: 1.696e-02, eta: 1 day, 19:28:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5492, top5_acc: 0.7949, loss_cls: 1.8689, loss: 1.8689, grad_norm: 3.8513 2021-06-25 19:46:01,579 - mmaction - INFO - Epoch [143][1740/1879] lr: 1.696e-02, eta: 1 day, 19:28:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7992, loss_cls: 1.8263, loss: 1.8263, grad_norm: 3.8412 2021-06-25 19:46:46,351 - mmaction - INFO - Epoch [143][1760/1879] lr: 1.696e-02, eta: 1 day, 19:27:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7926, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.8570 2021-06-25 19:47:31,158 - mmaction - INFO - Epoch [143][1780/1879] lr: 1.696e-02, eta: 1 day, 19:26:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8627, loss: 1.8627, grad_norm: 3.7846 2021-06-25 19:48:15,925 - mmaction - INFO - Epoch [143][1800/1879] lr: 1.696e-02, eta: 1 day, 19:25:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7949, loss_cls: 1.8001, loss: 1.8001, grad_norm: 3.8308 2021-06-25 19:49:00,614 - mmaction - INFO - Epoch [143][1820/1879] lr: 1.696e-02, eta: 1 day, 19:25:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8137, loss_cls: 1.7267, loss: 1.7267, grad_norm: 3.7123 2021-06-25 19:49:45,387 - mmaction - INFO - Epoch [143][1840/1879] lr: 1.696e-02, eta: 1 day, 19:24:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7969, loss_cls: 1.8023, loss: 1.8023, grad_norm: 3.8054 2021-06-25 19:50:30,162 - mmaction - INFO - Epoch [143][1860/1879] lr: 1.696e-02, eta: 1 day, 19:23:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7973, loss_cls: 1.8078, loss: 1.8078, grad_norm: 3.7358 2021-06-25 19:51:13,273 - mmaction - INFO - Saving checkpoint at 143 epochs 2021-06-25 19:52:45,120 - mmaction - INFO - Epoch [144][20/1879] lr: 1.611e-02, eta: 1 day, 19:22:05, time: 4.573, data_time: 2.314, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8591, loss: 1.8591, grad_norm: 3.7478 2021-06-25 19:53:30,034 - mmaction - INFO - Epoch [144][40/1879] lr: 1.611e-02, eta: 1 day, 19:21:21, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8078, loss_cls: 1.7438, loss: 1.7438, grad_norm: 3.7520 2021-06-25 19:54:14,771 - mmaction - INFO - Epoch [144][60/1879] lr: 1.611e-02, eta: 1 day, 19:20:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.8023, loss_cls: 1.7629, loss: 1.7629, grad_norm: 3.8121 2021-06-25 19:54:59,535 - mmaction - INFO - Epoch [144][80/1879] lr: 1.611e-02, eta: 1 day, 19:19:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8059, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.7185 2021-06-25 19:55:44,390 - mmaction - INFO - Epoch [144][100/1879] lr: 1.611e-02, eta: 1 day, 19:19:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8000, loss_cls: 1.7705, loss: 1.7705, grad_norm: 3.7194 2021-06-25 19:56:29,251 - mmaction - INFO - Epoch [144][120/1879] lr: 1.611e-02, eta: 1 day, 19:18:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7965, loss_cls: 1.7959, loss: 1.7959, grad_norm: 3.7728 2021-06-25 19:57:14,057 - mmaction - INFO - Epoch [144][140/1879] lr: 1.611e-02, eta: 1 day, 19:17:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7945, loss_cls: 1.8212, loss: 1.8212, grad_norm: 3.7261 2021-06-25 19:57:58,920 - mmaction - INFO - Epoch [144][160/1879] lr: 1.611e-02, eta: 1 day, 19:16:51, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7750, loss_cls: 1.9164, loss: 1.9164, grad_norm: 3.8226 2021-06-25 19:58:43,772 - mmaction - INFO - Epoch [144][180/1879] lr: 1.611e-02, eta: 1 day, 19:16:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.8004, loss_cls: 1.7935, loss: 1.7935, grad_norm: 3.8851 2021-06-25 19:59:28,663 - mmaction - INFO - Epoch [144][200/1879] lr: 1.611e-02, eta: 1 day, 19:15:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7957, loss_cls: 1.8069, loss: 1.8069, grad_norm: 3.8808 2021-06-25 20:00:13,485 - mmaction - INFO - Epoch [144][220/1879] lr: 1.611e-02, eta: 1 day, 19:14:36, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8074, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.8588 2021-06-25 20:00:58,186 - mmaction - INFO - Epoch [144][240/1879] lr: 1.611e-02, eta: 1 day, 19:13:51, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.7969, loss_cls: 1.8211, loss: 1.8211, grad_norm: 3.8271 2021-06-25 20:01:43,016 - mmaction - INFO - Epoch [144][260/1879] lr: 1.611e-02, eta: 1 day, 19:13:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8133, loss_cls: 1.7024, loss: 1.7024, grad_norm: 3.6519 2021-06-25 20:02:27,714 - mmaction - INFO - Epoch [144][280/1879] lr: 1.611e-02, eta: 1 day, 19:12:21, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5777, top5_acc: 0.8008, loss_cls: 1.7615, loss: 1.7615, grad_norm: 3.9111 2021-06-25 20:03:12,535 - mmaction - INFO - Epoch [144][300/1879] lr: 1.611e-02, eta: 1 day, 19:11:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.8008, loss_cls: 1.8077, loss: 1.8077, grad_norm: 3.8997 2021-06-25 20:03:57,499 - mmaction - INFO - Epoch [144][320/1879] lr: 1.611e-02, eta: 1 day, 19:10:51, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7840, loss_cls: 1.8606, loss: 1.8606, grad_norm: 3.7837 2021-06-25 20:04:42,343 - mmaction - INFO - Epoch [144][340/1879] lr: 1.611e-02, eta: 1 day, 19:10:06, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5973, top5_acc: 0.8152, loss_cls: 1.7097, loss: 1.7097, grad_norm: 3.7854 2021-06-25 20:05:27,185 - mmaction - INFO - Epoch [144][360/1879] lr: 1.611e-02, eta: 1 day, 19:09:21, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5797, top5_acc: 0.7867, loss_cls: 1.8140, loss: 1.8140, grad_norm: 3.8391 2021-06-25 20:06:11,957 - mmaction - INFO - Epoch [144][380/1879] lr: 1.611e-02, eta: 1 day, 19:08:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7910, loss_cls: 1.8252, loss: 1.8252, grad_norm: 3.8150 2021-06-25 20:06:56,664 - mmaction - INFO - Epoch [144][400/1879] lr: 1.611e-02, eta: 1 day, 19:07:51, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5703, top5_acc: 0.8016, loss_cls: 1.8625, loss: 1.8625, grad_norm: 3.8420 2021-06-25 20:07:41,520 - mmaction - INFO - Epoch [144][420/1879] lr: 1.611e-02, eta: 1 day, 19:07:06, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7843, loss: 1.7843, grad_norm: 3.7660 2021-06-25 20:08:26,305 - mmaction - INFO - Epoch [144][440/1879] lr: 1.611e-02, eta: 1 day, 19:06:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7863, loss_cls: 1.8277, loss: 1.8277, grad_norm: 3.8857 2021-06-25 20:09:11,136 - mmaction - INFO - Epoch [144][460/1879] lr: 1.611e-02, eta: 1 day, 19:05:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7926, loss_cls: 1.8334, loss: 1.8334, grad_norm: 3.8318 2021-06-25 20:09:55,942 - mmaction - INFO - Epoch [144][480/1879] lr: 1.611e-02, eta: 1 day, 19:04:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.8075, loss: 1.8075, grad_norm: 3.8210 2021-06-25 20:10:40,644 - mmaction - INFO - Epoch [144][500/1879] lr: 1.611e-02, eta: 1 day, 19:04:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7726, loss: 1.7726, grad_norm: 3.8475 2021-06-25 20:11:25,383 - mmaction - INFO - Epoch [144][520/1879] lr: 1.611e-02, eta: 1 day, 19:03:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7859, loss_cls: 1.8474, loss: 1.8474, grad_norm: 3.8605 2021-06-25 20:12:10,203 - mmaction - INFO - Epoch [144][540/1879] lr: 1.611e-02, eta: 1 day, 19:02:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5715, top5_acc: 0.8063, loss_cls: 1.8058, loss: 1.8058, grad_norm: 3.7397 2021-06-25 20:12:54,921 - mmaction - INFO - Epoch [144][560/1879] lr: 1.611e-02, eta: 1 day, 19:01:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.7926, loss_cls: 1.8322, loss: 1.8322, grad_norm: 3.8126 2021-06-25 20:13:39,755 - mmaction - INFO - Epoch [144][580/1879] lr: 1.611e-02, eta: 1 day, 19:01:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.7957, loss_cls: 1.8008, loss: 1.8008, grad_norm: 3.6546 2021-06-25 20:14:24,348 - mmaction - INFO - Epoch [144][600/1879] lr: 1.611e-02, eta: 1 day, 19:00:22, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8113, loss: 1.8113, grad_norm: 3.8228 2021-06-25 20:15:09,014 - mmaction - INFO - Epoch [144][620/1879] lr: 1.611e-02, eta: 1 day, 18:59:37, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8043, loss_cls: 1.7504, loss: 1.7504, grad_norm: 3.6194 2021-06-25 20:15:53,715 - mmaction - INFO - Epoch [144][640/1879] lr: 1.611e-02, eta: 1 day, 18:58:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.8868, loss: 1.8868, grad_norm: 3.7296 2021-06-25 20:16:38,448 - mmaction - INFO - Epoch [144][660/1879] lr: 1.611e-02, eta: 1 day, 18:58:07, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8066, loss_cls: 1.7457, loss: 1.7457, grad_norm: 3.7077 2021-06-25 20:17:23,136 - mmaction - INFO - Epoch [144][680/1879] lr: 1.611e-02, eta: 1 day, 18:57:22, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8094, loss_cls: 1.7340, loss: 1.7340, grad_norm: 3.7376 2021-06-25 20:18:07,932 - mmaction - INFO - Epoch [144][700/1879] lr: 1.611e-02, eta: 1 day, 18:56:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7977, loss_cls: 1.8021, loss: 1.8021, grad_norm: 3.7974 2021-06-25 20:18:52,668 - mmaction - INFO - Epoch [144][720/1879] lr: 1.611e-02, eta: 1 day, 18:55:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5695, top5_acc: 0.7996, loss_cls: 1.8527, loss: 1.8527, grad_norm: 3.8260 2021-06-25 20:19:37,618 - mmaction - INFO - Epoch [144][740/1879] lr: 1.611e-02, eta: 1 day, 18:55:07, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8027, loss_cls: 1.7554, loss: 1.7554, grad_norm: 3.7316 2021-06-25 20:20:22,453 - mmaction - INFO - Epoch [144][760/1879] lr: 1.611e-02, eta: 1 day, 18:54:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7891, loss_cls: 1.8284, loss: 1.8284, grad_norm: 3.8710 2021-06-25 20:21:07,309 - mmaction - INFO - Epoch [144][780/1879] lr: 1.611e-02, eta: 1 day, 18:53:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7961, loss_cls: 1.8458, loss: 1.8458, grad_norm: 3.8945 2021-06-25 20:21:52,001 - mmaction - INFO - Epoch [144][800/1879] lr: 1.611e-02, eta: 1 day, 18:52:52, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5715, top5_acc: 0.7980, loss_cls: 1.8474, loss: 1.8474, grad_norm: 3.8869 2021-06-25 20:22:36,753 - mmaction - INFO - Epoch [144][820/1879] lr: 1.611e-02, eta: 1 day, 18:52:07, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7836, loss_cls: 1.8443, loss: 1.8443, grad_norm: 3.8308 2021-06-25 20:23:21,551 - mmaction - INFO - Epoch [144][840/1879] lr: 1.611e-02, eta: 1 day, 18:51:22, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7930, loss_cls: 1.8350, loss: 1.8350, grad_norm: 3.8671 2021-06-25 20:24:06,368 - mmaction - INFO - Epoch [144][860/1879] lr: 1.611e-02, eta: 1 day, 18:50:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5711, top5_acc: 0.7910, loss_cls: 1.8530, loss: 1.8530, grad_norm: 3.8413 2021-06-25 20:24:51,022 - mmaction - INFO - Epoch [144][880/1879] lr: 1.611e-02, eta: 1 day, 18:49:52, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7969, loss_cls: 1.7961, loss: 1.7961, grad_norm: 3.6399 2021-06-25 20:25:35,855 - mmaction - INFO - Epoch [144][900/1879] lr: 1.611e-02, eta: 1 day, 18:49:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.7385 2021-06-25 20:26:20,392 - mmaction - INFO - Epoch [144][920/1879] lr: 1.611e-02, eta: 1 day, 18:48:22, time: 2.227, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7988, loss_cls: 1.8224, loss: 1.8224, grad_norm: 3.8349 2021-06-25 20:27:05,143 - mmaction - INFO - Epoch [144][940/1879] lr: 1.611e-02, eta: 1 day, 18:47:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5551, top5_acc: 0.7828, loss_cls: 1.8751, loss: 1.8751, grad_norm: 3.8525 2021-06-25 20:27:49,706 - mmaction - INFO - Epoch [144][960/1879] lr: 1.611e-02, eta: 1 day, 18:46:52, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8027, loss_cls: 1.7508, loss: 1.7508, grad_norm: 3.7755 2021-06-25 20:28:34,404 - mmaction - INFO - Epoch [144][980/1879] lr: 1.611e-02, eta: 1 day, 18:46:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7674, loss: 1.7674, grad_norm: 3.7041 2021-06-25 20:29:19,155 - mmaction - INFO - Epoch [144][1000/1879] lr: 1.611e-02, eta: 1 day, 18:45:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7926, loss_cls: 1.7811, loss: 1.7811, grad_norm: 3.6968 2021-06-25 20:30:03,786 - mmaction - INFO - Epoch [144][1020/1879] lr: 1.611e-02, eta: 1 day, 18:44:37, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5848, top5_acc: 0.8047, loss_cls: 1.7655, loss: 1.7655, grad_norm: 3.7836 2021-06-25 20:30:48,582 - mmaction - INFO - Epoch [144][1040/1879] lr: 1.611e-02, eta: 1 day, 18:43:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8102, loss_cls: 1.7370, loss: 1.7370, grad_norm: 3.8193 2021-06-25 20:31:33,332 - mmaction - INFO - Epoch [144][1060/1879] lr: 1.611e-02, eta: 1 day, 18:43:07, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7887, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.7277 2021-06-25 20:32:18,044 - mmaction - INFO - Epoch [144][1080/1879] lr: 1.611e-02, eta: 1 day, 18:42:22, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7941, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.7230 2021-06-25 20:33:02,816 - mmaction - INFO - Epoch [144][1100/1879] lr: 1.611e-02, eta: 1 day, 18:41:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7601, loss: 1.7601, grad_norm: 3.7887 2021-06-25 20:33:47,557 - mmaction - INFO - Epoch [144][1120/1879] lr: 1.611e-02, eta: 1 day, 18:40:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5770, top5_acc: 0.7965, loss_cls: 1.7800, loss: 1.7800, grad_norm: 3.7988 2021-06-25 20:34:32,376 - mmaction - INFO - Epoch [144][1140/1879] lr: 1.611e-02, eta: 1 day, 18:40:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7910, loss_cls: 1.8244, loss: 1.8244, grad_norm: 3.7613 2021-06-25 20:35:17,124 - mmaction - INFO - Epoch [144][1160/1879] lr: 1.611e-02, eta: 1 day, 18:39:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5840, top5_acc: 0.8055, loss_cls: 1.7537, loss: 1.7537, grad_norm: 3.7112 2021-06-25 20:36:01,868 - mmaction - INFO - Epoch [144][1180/1879] lr: 1.611e-02, eta: 1 day, 18:38:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5855, top5_acc: 0.8000, loss_cls: 1.7789, loss: 1.7789, grad_norm: 3.7628 2021-06-25 20:36:46,589 - mmaction - INFO - Epoch [144][1200/1879] lr: 1.611e-02, eta: 1 day, 18:37:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.8016, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.6956 2021-06-25 20:37:31,430 - mmaction - INFO - Epoch [144][1220/1879] lr: 1.611e-02, eta: 1 day, 18:37:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8610, loss: 1.8610, grad_norm: 3.8304 2021-06-25 20:38:16,229 - mmaction - INFO - Epoch [144][1240/1879] lr: 1.611e-02, eta: 1 day, 18:36:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.7583 2021-06-25 20:39:01,001 - mmaction - INFO - Epoch [144][1260/1879] lr: 1.611e-02, eta: 1 day, 18:35:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8047, loss_cls: 1.7748, loss: 1.7748, grad_norm: 3.7192 2021-06-25 20:39:45,736 - mmaction - INFO - Epoch [144][1280/1879] lr: 1.611e-02, eta: 1 day, 18:34:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.8000, loss_cls: 1.7954, loss: 1.7954, grad_norm: 3.7192 2021-06-25 20:40:30,524 - mmaction - INFO - Epoch [144][1300/1879] lr: 1.611e-02, eta: 1 day, 18:34:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7988, loss_cls: 1.8243, loss: 1.8243, grad_norm: 3.8955 2021-06-25 20:41:15,145 - mmaction - INFO - Epoch [144][1320/1879] lr: 1.611e-02, eta: 1 day, 18:33:23, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5613, top5_acc: 0.7848, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.1985 2021-06-25 20:41:59,765 - mmaction - INFO - Epoch [144][1340/1879] lr: 1.611e-02, eta: 1 day, 18:32:38, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7789, loss_cls: 1.8978, loss: 1.8978, grad_norm: 5.0491 2021-06-25 20:42:44,664 - mmaction - INFO - Epoch [144][1360/1879] lr: 1.611e-02, eta: 1 day, 18:31:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7805, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.0709 2021-06-25 20:43:29,323 - mmaction - INFO - Epoch [144][1380/1879] lr: 1.611e-02, eta: 1 day, 18:31:08, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5500, top5_acc: 0.7832, loss_cls: 1.9215, loss: 1.9215, grad_norm: 4.1353 2021-06-25 20:44:14,034 - mmaction - INFO - Epoch [144][1400/1879] lr: 1.611e-02, eta: 1 day, 18:30:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5715, top5_acc: 0.7953, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.0907 2021-06-25 20:44:58,746 - mmaction - INFO - Epoch [144][1420/1879] lr: 1.611e-02, eta: 1 day, 18:29:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7934, loss_cls: 1.8498, loss: 1.8498, grad_norm: 3.9520 2021-06-25 20:45:43,469 - mmaction - INFO - Epoch [144][1440/1879] lr: 1.611e-02, eta: 1 day, 18:28:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5680, top5_acc: 0.8039, loss_cls: 1.7876, loss: 1.7876, grad_norm: 3.9032 2021-06-25 20:46:28,161 - mmaction - INFO - Epoch [144][1460/1879] lr: 1.611e-02, eta: 1 day, 18:28:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5590, top5_acc: 0.7844, loss_cls: 1.8444, loss: 1.8444, grad_norm: 3.9765 2021-06-25 20:47:12,930 - mmaction - INFO - Epoch [144][1480/1879] lr: 1.611e-02, eta: 1 day, 18:27:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8030, loss: 1.8030, grad_norm: 3.9603 2021-06-25 20:47:57,567 - mmaction - INFO - Epoch [144][1500/1879] lr: 1.611e-02, eta: 1 day, 18:26:38, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5746, top5_acc: 0.7988, loss_cls: 1.8321, loss: 1.8321, grad_norm: 3.9340 2021-06-25 20:48:42,211 - mmaction - INFO - Epoch [144][1520/1879] lr: 1.611e-02, eta: 1 day, 18:25:53, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7980, loss_cls: 1.7571, loss: 1.7571, grad_norm: 3.8200 2021-06-25 20:49:26,951 - mmaction - INFO - Epoch [144][1540/1879] lr: 1.611e-02, eta: 1 day, 18:25:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5543, top5_acc: 0.7914, loss_cls: 1.8440, loss: 1.8440, grad_norm: 3.8692 2021-06-25 20:50:11,714 - mmaction - INFO - Epoch [144][1560/1879] lr: 1.611e-02, eta: 1 day, 18:24:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8137, loss_cls: 1.7409, loss: 1.7409, grad_norm: 3.8302 2021-06-25 20:50:56,422 - mmaction - INFO - Epoch [144][1580/1879] lr: 1.611e-02, eta: 1 day, 18:23:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5520, top5_acc: 0.7855, loss_cls: 1.8754, loss: 1.8754, grad_norm: 4.0325 2021-06-25 20:51:41,186 - mmaction - INFO - Epoch [144][1600/1879] lr: 1.611e-02, eta: 1 day, 18:22:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7840, loss_cls: 1.8414, loss: 1.8414, grad_norm: 3.9157 2021-06-25 20:52:25,821 - mmaction - INFO - Epoch [144][1620/1879] lr: 1.611e-02, eta: 1 day, 18:22:08, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.7957, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.0560 2021-06-25 20:53:10,530 - mmaction - INFO - Epoch [144][1640/1879] lr: 1.611e-02, eta: 1 day, 18:21:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.8004, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.1795 2021-06-25 20:53:55,347 - mmaction - INFO - Epoch [144][1660/1879] lr: 1.611e-02, eta: 1 day, 18:20:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7980, loss_cls: 1.8476, loss: 1.8476, grad_norm: 3.9141 2021-06-25 20:54:39,919 - mmaction - INFO - Epoch [144][1680/1879] lr: 1.611e-02, eta: 1 day, 18:19:53, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.7945, loss_cls: 1.8186, loss: 1.8186, grad_norm: 3.8053 2021-06-25 20:55:24,724 - mmaction - INFO - Epoch [144][1700/1879] lr: 1.611e-02, eta: 1 day, 18:19:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.8012, loss_cls: 1.8171, loss: 1.8171, grad_norm: 3.9714 2021-06-25 20:56:09,428 - mmaction - INFO - Epoch [144][1720/1879] lr: 1.611e-02, eta: 1 day, 18:18:23, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8004, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.7572 2021-06-25 20:56:54,250 - mmaction - INFO - Epoch [144][1740/1879] lr: 1.611e-02, eta: 1 day, 18:17:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5715, top5_acc: 0.7957, loss_cls: 1.8193, loss: 1.8193, grad_norm: 3.9603 2021-06-25 20:57:38,933 - mmaction - INFO - Epoch [144][1760/1879] lr: 1.611e-02, eta: 1 day, 18:16:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8020, loss_cls: 1.7714, loss: 1.7714, grad_norm: 3.7963 2021-06-25 20:58:23,618 - mmaction - INFO - Epoch [144][1780/1879] lr: 1.611e-02, eta: 1 day, 18:16:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.8023, loss_cls: 1.8044, loss: 1.8044, grad_norm: 3.8060 2021-06-25 20:59:08,452 - mmaction - INFO - Epoch [144][1800/1879] lr: 1.611e-02, eta: 1 day, 18:15:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7961, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.8505 2021-06-25 20:59:53,196 - mmaction - INFO - Epoch [144][1820/1879] lr: 1.611e-02, eta: 1 day, 18:14:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7848, loss_cls: 1.8646, loss: 1.8646, grad_norm: 3.7755 2021-06-25 21:00:37,814 - mmaction - INFO - Epoch [144][1840/1879] lr: 1.611e-02, eta: 1 day, 18:13:53, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.7226 2021-06-25 21:01:22,500 - mmaction - INFO - Epoch [144][1860/1879] lr: 1.611e-02, eta: 1 day, 18:13:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7828, loss_cls: 1.8892, loss: 1.8892, grad_norm: 4.1947 2021-06-25 21:02:05,441 - mmaction - INFO - Saving checkpoint at 144 epochs 2021-06-25 21:03:37,421 - mmaction - INFO - Epoch [145][20/1879] lr: 1.528e-02, eta: 1 day, 18:11:42, time: 4.572, data_time: 2.316, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8082, loss_cls: 1.7545, loss: 1.7545, grad_norm: 3.9721 2021-06-25 21:04:22,374 - mmaction - INFO - Epoch [145][40/1879] lr: 1.528e-02, eta: 1 day, 18:10:57, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.5582, top5_acc: 0.7688, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.1410 2021-06-25 21:05:07,192 - mmaction - INFO - Epoch [145][60/1879] lr: 1.528e-02, eta: 1 day, 18:10:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7820, loss_cls: 1.8494, loss: 1.8494, grad_norm: 3.8448 2021-06-25 21:05:51,919 - mmaction - INFO - Epoch [145][80/1879] lr: 1.528e-02, eta: 1 day, 18:09:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8027, loss_cls: 1.8062, loss: 1.8062, grad_norm: 3.8682 2021-06-25 21:06:36,838 - mmaction - INFO - Epoch [145][100/1879] lr: 1.528e-02, eta: 1 day, 18:08:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8126, loss: 1.8126, grad_norm: 3.9082 2021-06-25 21:07:21,653 - mmaction - INFO - Epoch [145][120/1879] lr: 1.528e-02, eta: 1 day, 18:07:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.8012, loss_cls: 1.7620, loss: 1.7620, grad_norm: 3.9166 2021-06-25 21:08:06,477 - mmaction - INFO - Epoch [145][140/1879] lr: 1.528e-02, eta: 1 day, 18:07:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.8004, loss_cls: 1.7690, loss: 1.7690, grad_norm: 3.9385 2021-06-25 21:08:51,203 - mmaction - INFO - Epoch [145][160/1879] lr: 1.528e-02, eta: 1 day, 18:06:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5617, top5_acc: 0.7969, loss_cls: 1.8063, loss: 1.8063, grad_norm: 3.9412 2021-06-25 21:09:36,066 - mmaction - INFO - Epoch [145][180/1879] lr: 1.528e-02, eta: 1 day, 18:05:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5832, top5_acc: 0.8070, loss_cls: 1.7519, loss: 1.7519, grad_norm: 3.9281 2021-06-25 21:10:20,882 - mmaction - INFO - Epoch [145][200/1879] lr: 1.528e-02, eta: 1 day, 18:04:57, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5840, top5_acc: 0.7941, loss_cls: 1.7874, loss: 1.7874, grad_norm: 3.9640 2021-06-25 21:11:05,686 - mmaction - INFO - Epoch [145][220/1879] lr: 1.528e-02, eta: 1 day, 18:04:12, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5738, top5_acc: 0.8008, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.0380 2021-06-25 21:11:50,529 - mmaction - INFO - Epoch [145][240/1879] lr: 1.528e-02, eta: 1 day, 18:03:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7241, loss: 1.7241, grad_norm: 3.8506 2021-06-25 21:12:35,214 - mmaction - INFO - Epoch [145][260/1879] lr: 1.528e-02, eta: 1 day, 18:02:42, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.8012, loss_cls: 1.7821, loss: 1.7821, grad_norm: 3.9398 2021-06-25 21:13:20,025 - mmaction - INFO - Epoch [145][280/1879] lr: 1.528e-02, eta: 1 day, 18:01:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8121, loss_cls: 1.7307, loss: 1.7307, grad_norm: 4.0508 2021-06-25 21:14:04,829 - mmaction - INFO - Epoch [145][300/1879] lr: 1.528e-02, eta: 1 day, 18:01:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8027, loss_cls: 1.7488, loss: 1.7488, grad_norm: 3.9282 2021-06-25 21:14:49,546 - mmaction - INFO - Epoch [145][320/1879] lr: 1.528e-02, eta: 1 day, 18:00:27, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7961, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.0626 2021-06-25 21:15:34,249 - mmaction - INFO - Epoch [145][340/1879] lr: 1.528e-02, eta: 1 day, 17:59:42, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5598, top5_acc: 0.7836, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.0287 2021-06-25 21:16:19,014 - mmaction - INFO - Epoch [145][360/1879] lr: 1.528e-02, eta: 1 day, 17:58:57, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5848, top5_acc: 0.8082, loss_cls: 1.7427, loss: 1.7427, grad_norm: 3.8790 2021-06-25 21:17:03,803 - mmaction - INFO - Epoch [145][380/1879] lr: 1.528e-02, eta: 1 day, 17:58:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.9520 2021-06-25 21:17:48,604 - mmaction - INFO - Epoch [145][400/1879] lr: 1.528e-02, eta: 1 day, 17:57:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5586, top5_acc: 0.7871, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.2942 2021-06-25 21:18:33,323 - mmaction - INFO - Epoch [145][420/1879] lr: 1.528e-02, eta: 1 day, 17:56:42, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7977, loss_cls: 1.8145, loss: 1.8145, grad_norm: 3.9194 2021-06-25 21:19:18,032 - mmaction - INFO - Epoch [145][440/1879] lr: 1.528e-02, eta: 1 day, 17:55:58, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5559, top5_acc: 0.7906, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.0717 2021-06-25 21:20:02,869 - mmaction - INFO - Epoch [145][460/1879] lr: 1.528e-02, eta: 1 day, 17:55:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7906, loss_cls: 1.8318, loss: 1.8318, grad_norm: 3.9197 2021-06-25 21:20:47,704 - mmaction - INFO - Epoch [145][480/1879] lr: 1.528e-02, eta: 1 day, 17:54:28, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7887, loss_cls: 1.8222, loss: 1.8222, grad_norm: 3.9015 2021-06-25 21:21:32,432 - mmaction - INFO - Epoch [145][500/1879] lr: 1.528e-02, eta: 1 day, 17:53:43, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7945, loss_cls: 1.8298, loss: 1.8298, grad_norm: 3.8980 2021-06-25 21:22:17,099 - mmaction - INFO - Epoch [145][520/1879] lr: 1.528e-02, eta: 1 day, 17:52:58, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8027, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.2031 2021-06-25 21:23:01,762 - mmaction - INFO - Epoch [145][540/1879] lr: 1.528e-02, eta: 1 day, 17:52:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8031, loss_cls: 1.7842, loss: 1.7842, grad_norm: 3.8776 2021-06-25 21:23:46,477 - mmaction - INFO - Epoch [145][560/1879] lr: 1.528e-02, eta: 1 day, 17:51:28, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7855, loss_cls: 1.8277, loss: 1.8277, grad_norm: 3.8785 2021-06-25 21:24:31,260 - mmaction - INFO - Epoch [145][580/1879] lr: 1.528e-02, eta: 1 day, 17:50:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.9805 2021-06-25 21:25:16,000 - mmaction - INFO - Epoch [145][600/1879] lr: 1.528e-02, eta: 1 day, 17:49:58, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5832, top5_acc: 0.7961, loss_cls: 1.7872, loss: 1.7872, grad_norm: 3.7347 2021-06-25 21:26:00,775 - mmaction - INFO - Epoch [145][620/1879] lr: 1.528e-02, eta: 1 day, 17:49:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7844, loss_cls: 1.8345, loss: 1.8345, grad_norm: 3.9064 2021-06-25 21:26:45,434 - mmaction - INFO - Epoch [145][640/1879] lr: 1.528e-02, eta: 1 day, 17:48:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.8000, loss_cls: 1.8053, loss: 1.8053, grad_norm: 3.9975 2021-06-25 21:27:30,145 - mmaction - INFO - Epoch [145][660/1879] lr: 1.528e-02, eta: 1 day, 17:47:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8112, loss: 1.8112, grad_norm: 3.7847 2021-06-25 21:28:14,875 - mmaction - INFO - Epoch [145][680/1879] lr: 1.528e-02, eta: 1 day, 17:46:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7992, loss_cls: 1.7989, loss: 1.7989, grad_norm: 3.8822 2021-06-25 21:28:59,673 - mmaction - INFO - Epoch [145][700/1879] lr: 1.528e-02, eta: 1 day, 17:46:13, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5820, top5_acc: 0.7949, loss_cls: 1.8062, loss: 1.8062, grad_norm: 3.8953 2021-06-25 21:29:44,405 - mmaction - INFO - Epoch [145][720/1879] lr: 1.528e-02, eta: 1 day, 17:45:28, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5828, top5_acc: 0.8117, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.8426 2021-06-25 21:30:29,189 - mmaction - INFO - Epoch [145][740/1879] lr: 1.528e-02, eta: 1 day, 17:44:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.8047, loss_cls: 1.7825, loss: 1.7825, grad_norm: 3.8028 2021-06-25 21:31:13,824 - mmaction - INFO - Epoch [145][760/1879] lr: 1.528e-02, eta: 1 day, 17:43:58, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5898, top5_acc: 0.7871, loss_cls: 1.7755, loss: 1.7755, grad_norm: 3.7473 2021-06-25 21:31:58,550 - mmaction - INFO - Epoch [145][780/1879] lr: 1.528e-02, eta: 1 day, 17:43:13, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5660, top5_acc: 0.7934, loss_cls: 1.8370, loss: 1.8370, grad_norm: 3.8750 2021-06-25 21:32:43,289 - mmaction - INFO - Epoch [145][800/1879] lr: 1.528e-02, eta: 1 day, 17:42:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.8035, loss_cls: 1.8009, loss: 1.8009, grad_norm: 3.9011 2021-06-25 21:33:28,030 - mmaction - INFO - Epoch [145][820/1879] lr: 1.528e-02, eta: 1 day, 17:41:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7980, loss_cls: 1.7985, loss: 1.7985, grad_norm: 3.7701 2021-06-25 21:34:12,733 - mmaction - INFO - Epoch [145][840/1879] lr: 1.528e-02, eta: 1 day, 17:40:58, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5816, top5_acc: 0.8027, loss_cls: 1.7618, loss: 1.7618, grad_norm: 3.7672 2021-06-25 21:34:57,484 - mmaction - INFO - Epoch [145][860/1879] lr: 1.528e-02, eta: 1 day, 17:40:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7895, loss_cls: 1.8329, loss: 1.8329, grad_norm: 3.8844 2021-06-25 21:35:42,206 - mmaction - INFO - Epoch [145][880/1879] lr: 1.528e-02, eta: 1 day, 17:39:28, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8144, loss: 1.8144, grad_norm: 3.7990 2021-06-25 21:36:26,964 - mmaction - INFO - Epoch [145][900/1879] lr: 1.528e-02, eta: 1 day, 17:38:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5828, top5_acc: 0.7883, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.0828 2021-06-25 21:37:11,781 - mmaction - INFO - Epoch [145][920/1879] lr: 1.528e-02, eta: 1 day, 17:37:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5609, top5_acc: 0.7840, loss_cls: 1.8683, loss: 1.8683, grad_norm: 3.8486 2021-06-25 21:37:56,432 - mmaction - INFO - Epoch [145][940/1879] lr: 1.528e-02, eta: 1 day, 17:37:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.8043, loss_cls: 1.7997, loss: 1.7997, grad_norm: 3.9279 2021-06-25 21:38:41,226 - mmaction - INFO - Epoch [145][960/1879] lr: 1.528e-02, eta: 1 day, 17:36:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5676, top5_acc: 0.7980, loss_cls: 1.8338, loss: 1.8338, grad_norm: 3.8691 2021-06-25 21:39:25,798 - mmaction - INFO - Epoch [145][980/1879] lr: 1.528e-02, eta: 1 day, 17:35:43, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5770, top5_acc: 0.7953, loss_cls: 1.7860, loss: 1.7860, grad_norm: 3.9295 2021-06-25 21:40:10,504 - mmaction - INFO - Epoch [145][1000/1879] lr: 1.528e-02, eta: 1 day, 17:34:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8059, loss_cls: 1.7214, loss: 1.7214, grad_norm: 3.7449 2021-06-25 21:40:55,221 - mmaction - INFO - Epoch [145][1020/1879] lr: 1.528e-02, eta: 1 day, 17:34:13, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8055, loss_cls: 1.7786, loss: 1.7786, grad_norm: 3.8646 2021-06-25 21:41:39,880 - mmaction - INFO - Epoch [145][1040/1879] lr: 1.528e-02, eta: 1 day, 17:33:28, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.8004, loss_cls: 1.7928, loss: 1.7928, grad_norm: 3.8630 2021-06-25 21:42:24,725 - mmaction - INFO - Epoch [145][1060/1879] lr: 1.528e-02, eta: 1 day, 17:32:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7887, loss_cls: 1.8341, loss: 1.8341, grad_norm: 3.8500 2021-06-25 21:43:09,469 - mmaction - INFO - Epoch [145][1080/1879] lr: 1.528e-02, eta: 1 day, 17:31:58, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5574, top5_acc: 0.7820, loss_cls: 1.9056, loss: 1.9056, grad_norm: 3.9833 2021-06-25 21:43:54,174 - mmaction - INFO - Epoch [145][1100/1879] lr: 1.528e-02, eta: 1 day, 17:31:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.7460, loss: 1.7460, grad_norm: 3.8075 2021-06-25 21:44:38,874 - mmaction - INFO - Epoch [145][1120/1879] lr: 1.528e-02, eta: 1 day, 17:30:28, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5828, top5_acc: 0.8137, loss_cls: 1.7587, loss: 1.7587, grad_norm: 3.8868 2021-06-25 21:45:23,753 - mmaction - INFO - Epoch [145][1140/1879] lr: 1.528e-02, eta: 1 day, 17:29:43, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8094, loss_cls: 1.7366, loss: 1.7366, grad_norm: 3.7928 2021-06-25 21:46:08,409 - mmaction - INFO - Epoch [145][1160/1879] lr: 1.528e-02, eta: 1 day, 17:28:58, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.7965, loss_cls: 1.7981, loss: 1.7981, grad_norm: 3.8160 2021-06-25 21:46:53,046 - mmaction - INFO - Epoch [145][1180/1879] lr: 1.528e-02, eta: 1 day, 17:28:14, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7871, loss_cls: 1.8538, loss: 1.8538, grad_norm: 3.8890 2021-06-25 21:47:37,729 - mmaction - INFO - Epoch [145][1200/1879] lr: 1.528e-02, eta: 1 day, 17:27:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7961, loss_cls: 1.7922, loss: 1.7922, grad_norm: 3.9024 2021-06-25 21:48:22,498 - mmaction - INFO - Epoch [145][1220/1879] lr: 1.528e-02, eta: 1 day, 17:26:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.8012, loss_cls: 1.7951, loss: 1.7951, grad_norm: 3.9374 2021-06-25 21:49:07,341 - mmaction - INFO - Epoch [145][1240/1879] lr: 1.528e-02, eta: 1 day, 17:25:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8199, loss_cls: 1.7108, loss: 1.7108, grad_norm: 3.7622 2021-06-25 21:49:52,009 - mmaction - INFO - Epoch [145][1260/1879] lr: 1.528e-02, eta: 1 day, 17:25:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7926, loss_cls: 1.8712, loss: 1.8712, grad_norm: 3.9209 2021-06-25 21:50:36,741 - mmaction - INFO - Epoch [145][1280/1879] lr: 1.528e-02, eta: 1 day, 17:24:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.8020, loss_cls: 1.8210, loss: 1.8210, grad_norm: 3.9615 2021-06-25 21:51:21,462 - mmaction - INFO - Epoch [145][1300/1879] lr: 1.528e-02, eta: 1 day, 17:23:44, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8004, loss_cls: 1.7852, loss: 1.7852, grad_norm: 3.9566 2021-06-25 21:52:06,292 - mmaction - INFO - Epoch [145][1320/1879] lr: 1.528e-02, eta: 1 day, 17:22:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7848, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.0038 2021-06-25 21:52:50,975 - mmaction - INFO - Epoch [145][1340/1879] lr: 1.528e-02, eta: 1 day, 17:22:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7235, loss: 1.7235, grad_norm: 3.9919 2021-06-25 21:53:35,718 - mmaction - INFO - Epoch [145][1360/1879] lr: 1.528e-02, eta: 1 day, 17:21:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7785, loss_cls: 1.8829, loss: 1.8829, grad_norm: 3.8886 2021-06-25 21:54:20,347 - mmaction - INFO - Epoch [145][1380/1879] lr: 1.528e-02, eta: 1 day, 17:20:44, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5801, top5_acc: 0.7910, loss_cls: 1.8108, loss: 1.8108, grad_norm: 3.8914 2021-06-25 21:55:05,028 - mmaction - INFO - Epoch [145][1400/1879] lr: 1.528e-02, eta: 1 day, 17:19:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5629, top5_acc: 0.7891, loss_cls: 1.8344, loss: 1.8344, grad_norm: 3.8360 2021-06-25 21:55:49,784 - mmaction - INFO - Epoch [145][1420/1879] lr: 1.528e-02, eta: 1 day, 17:19:14, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5723, top5_acc: 0.7969, loss_cls: 1.7929, loss: 1.7929, grad_norm: 3.7978 2021-06-25 21:56:34,494 - mmaction - INFO - Epoch [145][1440/1879] lr: 1.528e-02, eta: 1 day, 17:18:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.8059, loss_cls: 1.7811, loss: 1.7811, grad_norm: 3.9099 2021-06-25 21:57:19,129 - mmaction - INFO - Epoch [145][1460/1879] lr: 1.528e-02, eta: 1 day, 17:17:44, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5480, top5_acc: 0.7875, loss_cls: 1.9057, loss: 1.9057, grad_norm: 4.0274 2021-06-25 21:58:03,825 - mmaction - INFO - Epoch [145][1480/1879] lr: 1.528e-02, eta: 1 day, 17:16:59, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8468, loss: 1.8468, grad_norm: 3.8822 2021-06-25 21:58:48,527 - mmaction - INFO - Epoch [145][1500/1879] lr: 1.528e-02, eta: 1 day, 17:16:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8103, loss: 1.8103, grad_norm: 3.8624 2021-06-25 21:59:33,283 - mmaction - INFO - Epoch [145][1520/1879] lr: 1.528e-02, eta: 1 day, 17:15:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8023, loss_cls: 1.7887, loss: 1.7887, grad_norm: 3.7609 2021-06-25 22:00:17,976 - mmaction - INFO - Epoch [145][1540/1879] lr: 1.528e-02, eta: 1 day, 17:14:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7639, loss: 1.7639, grad_norm: 3.8140 2021-06-25 22:01:02,735 - mmaction - INFO - Epoch [145][1560/1879] lr: 1.528e-02, eta: 1 day, 17:13:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5637, top5_acc: 0.7883, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.9668 2021-06-25 22:01:47,509 - mmaction - INFO - Epoch [145][1580/1879] lr: 1.528e-02, eta: 1 day, 17:13:14, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7953, loss_cls: 1.8150, loss: 1.8150, grad_norm: 3.8700 2021-06-25 22:02:32,209 - mmaction - INFO - Epoch [145][1600/1879] lr: 1.528e-02, eta: 1 day, 17:12:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8161, loss: 1.8161, grad_norm: 4.0525 2021-06-25 22:03:16,875 - mmaction - INFO - Epoch [145][1620/1879] lr: 1.528e-02, eta: 1 day, 17:11:44, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7930, loss_cls: 1.8303, loss: 1.8303, grad_norm: 3.8387 2021-06-25 22:04:01,606 - mmaction - INFO - Epoch [145][1640/1879] lr: 1.528e-02, eta: 1 day, 17:10:59, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8124, loss: 1.8124, grad_norm: 3.8376 2021-06-25 22:04:46,302 - mmaction - INFO - Epoch [145][1660/1879] lr: 1.528e-02, eta: 1 day, 17:10:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8486, loss: 1.8486, grad_norm: 3.9927 2021-06-25 22:05:30,996 - mmaction - INFO - Epoch [145][1680/1879] lr: 1.528e-02, eta: 1 day, 17:09:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5746, top5_acc: 0.7852, loss_cls: 1.8072, loss: 1.8072, grad_norm: 3.9447 2021-06-25 22:06:15,647 - mmaction - INFO - Epoch [145][1700/1879] lr: 1.528e-02, eta: 1 day, 17:08:44, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5855, top5_acc: 0.7945, loss_cls: 1.7975, loss: 1.7975, grad_norm: 3.8615 2021-06-25 22:07:00,199 - mmaction - INFO - Epoch [145][1720/1879] lr: 1.528e-02, eta: 1 day, 17:07:59, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7852, loss_cls: 1.8220, loss: 1.8220, grad_norm: 3.8388 2021-06-25 22:07:44,992 - mmaction - INFO - Epoch [145][1740/1879] lr: 1.528e-02, eta: 1 day, 17:07:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5832, top5_acc: 0.8094, loss_cls: 1.7410, loss: 1.7410, grad_norm: 3.7776 2021-06-25 22:08:29,785 - mmaction - INFO - Epoch [145][1760/1879] lr: 1.528e-02, eta: 1 day, 17:06:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7941, loss_cls: 1.8451, loss: 1.8451, grad_norm: 3.7868 2021-06-25 22:09:14,602 - mmaction - INFO - Epoch [145][1780/1879] lr: 1.528e-02, eta: 1 day, 17:05:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7949, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.8533 2021-06-25 22:09:59,428 - mmaction - INFO - Epoch [145][1800/1879] lr: 1.528e-02, eta: 1 day, 17:04:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7953, loss_cls: 1.8245, loss: 1.8245, grad_norm: 3.9145 2021-06-25 22:10:44,204 - mmaction - INFO - Epoch [145][1820/1879] lr: 1.528e-02, eta: 1 day, 17:04:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7934, loss_cls: 1.8445, loss: 1.8445, grad_norm: 3.8814 2021-06-25 22:11:28,838 - mmaction - INFO - Epoch [145][1840/1879] lr: 1.528e-02, eta: 1 day, 17:03:29, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7918, loss_cls: 1.8128, loss: 1.8128, grad_norm: 3.8339 2021-06-25 22:12:13,620 - mmaction - INFO - Epoch [145][1860/1879] lr: 1.528e-02, eta: 1 day, 17:02:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7537, loss: 1.7537, grad_norm: 3.8183 2021-06-25 22:12:56,529 - mmaction - INFO - Saving checkpoint at 145 epochs 2021-06-25 22:14:28,230 - mmaction - INFO - Epoch [146][20/1879] lr: 1.447e-02, eta: 1 day, 17:01:18, time: 4.541, data_time: 2.280, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8098, loss_cls: 1.7521, loss: 1.7521, grad_norm: 3.6898 2021-06-25 22:15:12,948 - mmaction - INFO - Epoch [146][40/1879] lr: 1.447e-02, eta: 1 day, 17:00:33, time: 2.236, data_time: 0.003, memory: 7544, top1_acc: 0.5687, top5_acc: 0.7852, loss_cls: 1.8313, loss: 1.8313, grad_norm: 3.8071 2021-06-25 22:15:57,898 - mmaction - INFO - Epoch [146][60/1879] lr: 1.447e-02, eta: 1 day, 16:59:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8020, loss_cls: 1.6900, loss: 1.6900, grad_norm: 3.7209 2021-06-25 22:16:42,789 - mmaction - INFO - Epoch [146][80/1879] lr: 1.447e-02, eta: 1 day, 16:59:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8094, loss_cls: 1.6960, loss: 1.6960, grad_norm: 3.8299 2021-06-25 22:17:27,576 - mmaction - INFO - Epoch [146][100/1879] lr: 1.447e-02, eta: 1 day, 16:58:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8082, loss_cls: 1.7060, loss: 1.7060, grad_norm: 3.8622 2021-06-25 22:18:12,467 - mmaction - INFO - Epoch [146][120/1879] lr: 1.447e-02, eta: 1 day, 16:57:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6909, loss: 1.6909, grad_norm: 3.8348 2021-06-25 22:18:57,336 - mmaction - INFO - Epoch [146][140/1879] lr: 1.447e-02, eta: 1 day, 16:56:48, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7969, loss_cls: 1.7914, loss: 1.7914, grad_norm: 3.9103 2021-06-25 22:19:42,169 - mmaction - INFO - Epoch [146][160/1879] lr: 1.447e-02, eta: 1 day, 16:56:03, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7898, loss_cls: 1.8569, loss: 1.8569, grad_norm: 3.8856 2021-06-25 22:20:27,052 - mmaction - INFO - Epoch [146][180/1879] lr: 1.447e-02, eta: 1 day, 16:55:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.7988, loss_cls: 1.7856, loss: 1.7856, grad_norm: 3.8373 2021-06-25 22:21:11,829 - mmaction - INFO - Epoch [146][200/1879] lr: 1.447e-02, eta: 1 day, 16:54:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5855, top5_acc: 0.8129, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.8059 2021-06-25 22:21:56,717 - mmaction - INFO - Epoch [146][220/1879] lr: 1.447e-02, eta: 1 day, 16:53:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.8094, loss_cls: 1.7634, loss: 1.7634, grad_norm: 3.9472 2021-06-25 22:22:41,642 - mmaction - INFO - Epoch [146][240/1879] lr: 1.447e-02, eta: 1 day, 16:53:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7743, loss: 1.7743, grad_norm: 3.9404 2021-06-25 22:23:26,479 - mmaction - INFO - Epoch [146][260/1879] lr: 1.447e-02, eta: 1 day, 16:52:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5715, top5_acc: 0.8004, loss_cls: 1.7757, loss: 1.7757, grad_norm: 3.9117 2021-06-25 22:24:11,150 - mmaction - INFO - Epoch [146][280/1879] lr: 1.447e-02, eta: 1 day, 16:51:33, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5738, top5_acc: 0.7973, loss_cls: 1.8087, loss: 1.8087, grad_norm: 3.8401 2021-06-25 22:24:55,991 - mmaction - INFO - Epoch [146][300/1879] lr: 1.447e-02, eta: 1 day, 16:50:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8098, loss_cls: 1.7213, loss: 1.7213, grad_norm: 3.8954 2021-06-25 22:25:40,726 - mmaction - INFO - Epoch [146][320/1879] lr: 1.447e-02, eta: 1 day, 16:50:03, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7977, loss_cls: 1.8024, loss: 1.8024, grad_norm: 3.9614 2021-06-25 22:26:25,598 - mmaction - INFO - Epoch [146][340/1879] lr: 1.447e-02, eta: 1 day, 16:49:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8074, loss_cls: 1.7315, loss: 1.7315, grad_norm: 3.8602 2021-06-25 22:27:10,337 - mmaction - INFO - Epoch [146][360/1879] lr: 1.447e-02, eta: 1 day, 16:48:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8063, loss_cls: 1.7170, loss: 1.7170, grad_norm: 3.9411 2021-06-25 22:27:55,080 - mmaction - INFO - Epoch [146][380/1879] lr: 1.447e-02, eta: 1 day, 16:47:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8035, loss_cls: 1.7551, loss: 1.7551, grad_norm: 3.8462 2021-06-25 22:28:39,901 - mmaction - INFO - Epoch [146][400/1879] lr: 1.447e-02, eta: 1 day, 16:47:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8016, loss_cls: 1.7691, loss: 1.7691, grad_norm: 3.9349 2021-06-25 22:29:24,721 - mmaction - INFO - Epoch [146][420/1879] lr: 1.447e-02, eta: 1 day, 16:46:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5703, top5_acc: 0.7965, loss_cls: 1.8338, loss: 1.8338, grad_norm: 4.1344 2021-06-25 22:30:09,518 - mmaction - INFO - Epoch [146][440/1879] lr: 1.447e-02, eta: 1 day, 16:45:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5883, top5_acc: 0.8027, loss_cls: 1.7681, loss: 1.7681, grad_norm: 3.8949 2021-06-25 22:30:54,227 - mmaction - INFO - Epoch [146][460/1879] lr: 1.447e-02, eta: 1 day, 16:44:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8012, loss_cls: 1.7516, loss: 1.7516, grad_norm: 3.9561 2021-06-25 22:31:39,065 - mmaction - INFO - Epoch [146][480/1879] lr: 1.447e-02, eta: 1 day, 16:44:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8424, loss: 1.8424, grad_norm: 3.9831 2021-06-25 22:32:23,842 - mmaction - INFO - Epoch [146][500/1879] lr: 1.447e-02, eta: 1 day, 16:43:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7546, loss: 1.7546, grad_norm: 3.8472 2021-06-25 22:33:08,606 - mmaction - INFO - Epoch [146][520/1879] lr: 1.447e-02, eta: 1 day, 16:42:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.7957, loss_cls: 1.7961, loss: 1.7961, grad_norm: 3.8852 2021-06-25 22:33:53,426 - mmaction - INFO - Epoch [146][540/1879] lr: 1.447e-02, eta: 1 day, 16:41:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.8000, loss_cls: 1.7991, loss: 1.7991, grad_norm: 4.0263 2021-06-25 22:34:38,131 - mmaction - INFO - Epoch [146][560/1879] lr: 1.447e-02, eta: 1 day, 16:41:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5855, top5_acc: 0.8074, loss_cls: 1.7682, loss: 1.7682, grad_norm: 3.9139 2021-06-25 22:35:22,943 - mmaction - INFO - Epoch [146][580/1879] lr: 1.447e-02, eta: 1 day, 16:40:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7653, loss: 1.7653, grad_norm: 3.8331 2021-06-25 22:36:07,676 - mmaction - INFO - Epoch [146][600/1879] lr: 1.447e-02, eta: 1 day, 16:39:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.8066, loss_cls: 1.7443, loss: 1.7443, grad_norm: 3.8622 2021-06-25 22:36:52,531 - mmaction - INFO - Epoch [146][620/1879] lr: 1.447e-02, eta: 1 day, 16:38:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8141, loss_cls: 1.6884, loss: 1.6884, grad_norm: 3.9533 2021-06-25 22:37:37,294 - mmaction - INFO - Epoch [146][640/1879] lr: 1.447e-02, eta: 1 day, 16:38:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5973, top5_acc: 0.8055, loss_cls: 1.7309, loss: 1.7309, grad_norm: 4.0336 2021-06-25 22:38:22,030 - mmaction - INFO - Epoch [146][660/1879] lr: 1.447e-02, eta: 1 day, 16:37:19, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7891, loss_cls: 1.8289, loss: 1.8289, grad_norm: 3.9796 2021-06-25 22:39:06,848 - mmaction - INFO - Epoch [146][680/1879] lr: 1.447e-02, eta: 1 day, 16:36:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.7002, loss: 1.7002, grad_norm: 3.8151 2021-06-25 22:39:51,700 - mmaction - INFO - Epoch [146][700/1879] lr: 1.447e-02, eta: 1 day, 16:35:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5684, top5_acc: 0.7977, loss_cls: 1.8155, loss: 1.8155, grad_norm: 3.8962 2021-06-25 22:40:36,399 - mmaction - INFO - Epoch [146][720/1879] lr: 1.447e-02, eta: 1 day, 16:35:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7996, loss_cls: 1.7902, loss: 1.7902, grad_norm: 3.7761 2021-06-25 22:41:21,133 - mmaction - INFO - Epoch [146][740/1879] lr: 1.447e-02, eta: 1 day, 16:34:19, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6772, loss: 1.6772, grad_norm: 3.7046 2021-06-25 22:42:05,797 - mmaction - INFO - Epoch [146][760/1879] lr: 1.447e-02, eta: 1 day, 16:33:34, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8027, loss_cls: 1.7990, loss: 1.7990, grad_norm: 3.9681 2021-06-25 22:42:50,597 - mmaction - INFO - Epoch [146][780/1879] lr: 1.447e-02, eta: 1 day, 16:32:49, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7326, loss: 1.7326, grad_norm: 3.8503 2021-06-25 22:43:35,294 - mmaction - INFO - Epoch [146][800/1879] lr: 1.447e-02, eta: 1 day, 16:32:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8109, loss_cls: 1.7180, loss: 1.7180, grad_norm: 3.8968 2021-06-25 22:44:20,142 - mmaction - INFO - Epoch [146][820/1879] lr: 1.447e-02, eta: 1 day, 16:31:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8000, loss_cls: 1.8003, loss: 1.8003, grad_norm: 3.9468 2021-06-25 22:45:05,004 - mmaction - INFO - Epoch [146][840/1879] lr: 1.447e-02, eta: 1 day, 16:30:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5902, top5_acc: 0.7988, loss_cls: 1.7837, loss: 1.7837, grad_norm: 3.9845 2021-06-25 22:45:49,657 - mmaction - INFO - Epoch [146][860/1879] lr: 1.447e-02, eta: 1 day, 16:29:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5832, top5_acc: 0.8023, loss_cls: 1.7758, loss: 1.7758, grad_norm: 3.9575 2021-06-25 22:46:34,377 - mmaction - INFO - Epoch [146][880/1879] lr: 1.447e-02, eta: 1 day, 16:29:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.9304 2021-06-25 22:47:19,092 - mmaction - INFO - Epoch [146][900/1879] lr: 1.447e-02, eta: 1 day, 16:28:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7902, loss_cls: 1.8104, loss: 1.8104, grad_norm: 3.8584 2021-06-25 22:48:03,816 - mmaction - INFO - Epoch [146][920/1879] lr: 1.447e-02, eta: 1 day, 16:27:35, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7467, loss: 1.7467, grad_norm: 3.8698 2021-06-25 22:48:48,581 - mmaction - INFO - Epoch [146][940/1879] lr: 1.447e-02, eta: 1 day, 16:26:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7950, loss: 1.7950, grad_norm: 3.9264 2021-06-25 22:49:33,412 - mmaction - INFO - Epoch [146][960/1879] lr: 1.447e-02, eta: 1 day, 16:26:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5879, top5_acc: 0.8063, loss_cls: 1.7480, loss: 1.7480, grad_norm: 3.8671 2021-06-25 22:50:18,213 - mmaction - INFO - Epoch [146][980/1879] lr: 1.447e-02, eta: 1 day, 16:25:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7977, loss_cls: 1.7894, loss: 1.7894, grad_norm: 3.8872 2021-06-25 22:51:02,890 - mmaction - INFO - Epoch [146][1000/1879] lr: 1.447e-02, eta: 1 day, 16:24:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7973, loss_cls: 1.7842, loss: 1.7842, grad_norm: 3.9360 2021-06-25 22:51:47,687 - mmaction - INFO - Epoch [146][1020/1879] lr: 1.447e-02, eta: 1 day, 16:23:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.7977, loss_cls: 1.8048, loss: 1.8048, grad_norm: 3.9363 2021-06-25 22:52:32,541 - mmaction - INFO - Epoch [146][1040/1879] lr: 1.447e-02, eta: 1 day, 16:23:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7871, loss_cls: 1.8384, loss: 1.8384, grad_norm: 3.9579 2021-06-25 22:53:17,376 - mmaction - INFO - Epoch [146][1060/1879] lr: 1.447e-02, eta: 1 day, 16:22:20, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.8000, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.0362 2021-06-25 22:54:01,961 - mmaction - INFO - Epoch [146][1080/1879] lr: 1.447e-02, eta: 1 day, 16:21:35, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5727, top5_acc: 0.7879, loss_cls: 1.8402, loss: 1.8402, grad_norm: 3.8966 2021-06-25 22:54:46,783 - mmaction - INFO - Epoch [146][1100/1879] lr: 1.447e-02, eta: 1 day, 16:20:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5770, top5_acc: 0.8063, loss_cls: 1.7473, loss: 1.7473, grad_norm: 3.9787 2021-06-25 22:55:31,434 - mmaction - INFO - Epoch [146][1120/1879] lr: 1.447e-02, eta: 1 day, 16:20:05, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5750, top5_acc: 0.7918, loss_cls: 1.8020, loss: 1.8020, grad_norm: 3.9096 2021-06-25 22:56:16,140 - mmaction - INFO - Epoch [146][1140/1879] lr: 1.447e-02, eta: 1 day, 16:19:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.7209, loss: 1.7209, grad_norm: 3.8551 2021-06-25 22:57:00,835 - mmaction - INFO - Epoch [146][1160/1879] lr: 1.447e-02, eta: 1 day, 16:18:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5766, top5_acc: 0.8043, loss_cls: 1.7932, loss: 1.7932, grad_norm: 3.9450 2021-06-25 22:57:45,657 - mmaction - INFO - Epoch [146][1180/1879] lr: 1.447e-02, eta: 1 day, 16:17:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8105, loss_cls: 1.7624, loss: 1.7624, grad_norm: 3.9198 2021-06-25 22:58:30,554 - mmaction - INFO - Epoch [146][1200/1879] lr: 1.447e-02, eta: 1 day, 16:17:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5605, top5_acc: 0.7910, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.0481 2021-06-25 22:59:15,311 - mmaction - INFO - Epoch [146][1220/1879] lr: 1.447e-02, eta: 1 day, 16:16:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7848, loss_cls: 1.8235, loss: 1.8235, grad_norm: 3.8720 2021-06-25 23:00:00,205 - mmaction - INFO - Epoch [146][1240/1879] lr: 1.447e-02, eta: 1 day, 16:15:35, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5824, top5_acc: 0.7945, loss_cls: 1.7913, loss: 1.7913, grad_norm: 3.9005 2021-06-25 23:00:44,947 - mmaction - INFO - Epoch [146][1260/1879] lr: 1.447e-02, eta: 1 day, 16:14:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.7792, loss: 1.7792, grad_norm: 3.8177 2021-06-25 23:01:29,581 - mmaction - INFO - Epoch [146][1280/1879] lr: 1.447e-02, eta: 1 day, 16:14:05, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.8008, loss: 1.8008, grad_norm: 3.9473 2021-06-25 23:02:14,336 - mmaction - INFO - Epoch [146][1300/1879] lr: 1.447e-02, eta: 1 day, 16:13:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7463, loss: 1.7463, grad_norm: 3.9076 2021-06-25 23:02:59,117 - mmaction - INFO - Epoch [146][1320/1879] lr: 1.447e-02, eta: 1 day, 16:12:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8082, loss_cls: 1.7055, loss: 1.7055, grad_norm: 3.9002 2021-06-25 23:03:44,031 - mmaction - INFO - Epoch [146][1340/1879] lr: 1.447e-02, eta: 1 day, 16:11:50, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7383, loss: 1.7383, grad_norm: 3.9180 2021-06-25 23:04:28,683 - mmaction - INFO - Epoch [146][1360/1879] lr: 1.447e-02, eta: 1 day, 16:11:05, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8078, loss_cls: 1.7367, loss: 1.7367, grad_norm: 3.8782 2021-06-25 23:05:13,452 - mmaction - INFO - Epoch [146][1380/1879] lr: 1.447e-02, eta: 1 day, 16:10:20, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5621, top5_acc: 0.7906, loss_cls: 1.8445, loss: 1.8445, grad_norm: 3.9655 2021-06-25 23:05:58,153 - mmaction - INFO - Epoch [146][1400/1879] lr: 1.447e-02, eta: 1 day, 16:09:35, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.7984, loss_cls: 1.7936, loss: 1.7936, grad_norm: 3.8806 2021-06-25 23:06:42,945 - mmaction - INFO - Epoch [146][1420/1879] lr: 1.447e-02, eta: 1 day, 16:08:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5648, top5_acc: 0.7887, loss_cls: 1.8215, loss: 1.8215, grad_norm: 3.9238 2021-06-25 23:07:27,692 - mmaction - INFO - Epoch [146][1440/1879] lr: 1.447e-02, eta: 1 day, 16:08:06, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7477, loss: 1.7477, grad_norm: 3.8611 2021-06-25 23:08:12,552 - mmaction - INFO - Epoch [146][1460/1879] lr: 1.447e-02, eta: 1 day, 16:07:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7891, loss_cls: 1.8570, loss: 1.8570, grad_norm: 3.9555 2021-06-25 23:08:57,279 - mmaction - INFO - Epoch [146][1480/1879] lr: 1.447e-02, eta: 1 day, 16:06:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.7988, loss_cls: 1.7703, loss: 1.7703, grad_norm: 3.8342 2021-06-25 23:09:41,930 - mmaction - INFO - Epoch [146][1500/1879] lr: 1.447e-02, eta: 1 day, 16:05:51, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.7895, loss: 1.7895, grad_norm: 3.8804 2021-06-25 23:10:26,652 - mmaction - INFO - Epoch [146][1520/1879] lr: 1.447e-02, eta: 1 day, 16:05:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7871, loss_cls: 1.8382, loss: 1.8382, grad_norm: 3.9194 2021-06-25 23:11:11,520 - mmaction - INFO - Epoch [146][1540/1879] lr: 1.447e-02, eta: 1 day, 16:04:21, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5660, top5_acc: 0.8000, loss_cls: 1.8073, loss: 1.8073, grad_norm: 3.9440 2021-06-25 23:11:56,254 - mmaction - INFO - Epoch [146][1560/1879] lr: 1.447e-02, eta: 1 day, 16:03:36, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8086, loss_cls: 1.7414, loss: 1.7414, grad_norm: 3.9886 2021-06-25 23:12:41,031 - mmaction - INFO - Epoch [146][1580/1879] lr: 1.447e-02, eta: 1 day, 16:02:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.7965, loss_cls: 1.7943, loss: 1.7943, grad_norm: 3.9573 2021-06-25 23:13:25,758 - mmaction - INFO - Epoch [146][1600/1879] lr: 1.447e-02, eta: 1 day, 16:02:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.7867, loss: 1.7867, grad_norm: 3.8493 2021-06-25 23:14:10,437 - mmaction - INFO - Epoch [146][1620/1879] lr: 1.447e-02, eta: 1 day, 16:01:21, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5715, top5_acc: 0.7941, loss_cls: 1.8047, loss: 1.8047, grad_norm: 3.9603 2021-06-25 23:14:55,245 - mmaction - INFO - Epoch [146][1640/1879] lr: 1.447e-02, eta: 1 day, 16:00:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8156, loss_cls: 1.7394, loss: 1.7394, grad_norm: 3.8548 2021-06-25 23:15:39,965 - mmaction - INFO - Epoch [146][1660/1879] lr: 1.447e-02, eta: 1 day, 15:59:51, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.8056, loss: 1.8056, grad_norm: 3.9251 2021-06-25 23:16:24,753 - mmaction - INFO - Epoch [146][1680/1879] lr: 1.447e-02, eta: 1 day, 15:59:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5723, top5_acc: 0.8047, loss_cls: 1.7797, loss: 1.7797, grad_norm: 3.9787 2021-06-25 23:17:09,362 - mmaction - INFO - Epoch [146][1700/1879] lr: 1.447e-02, eta: 1 day, 15:58:21, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7088, loss: 1.7088, grad_norm: 3.8474 2021-06-25 23:17:54,114 - mmaction - INFO - Epoch [146][1720/1879] lr: 1.447e-02, eta: 1 day, 15:57:36, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8070, loss_cls: 1.7811, loss: 1.7811, grad_norm: 3.9425 2021-06-25 23:18:38,987 - mmaction - INFO - Epoch [146][1740/1879] lr: 1.447e-02, eta: 1 day, 15:56:51, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5641, top5_acc: 0.7988, loss_cls: 1.8206, loss: 1.8206, grad_norm: 3.9544 2021-06-25 23:19:23,782 - mmaction - INFO - Epoch [146][1760/1879] lr: 1.447e-02, eta: 1 day, 15:56:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5883, top5_acc: 0.8035, loss_cls: 1.7600, loss: 1.7600, grad_norm: 3.9129 2021-06-25 23:20:08,537 - mmaction - INFO - Epoch [146][1780/1879] lr: 1.447e-02, eta: 1 day, 15:55:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.7891, loss_cls: 1.8456, loss: 1.8456, grad_norm: 4.0080 2021-06-25 23:20:53,280 - mmaction - INFO - Epoch [146][1800/1879] lr: 1.447e-02, eta: 1 day, 15:54:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8035, loss_cls: 1.8162, loss: 1.8162, grad_norm: 3.9672 2021-06-25 23:21:37,943 - mmaction - INFO - Epoch [146][1820/1879] lr: 1.447e-02, eta: 1 day, 15:53:51, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5645, top5_acc: 0.8031, loss_cls: 1.7753, loss: 1.7753, grad_norm: 3.9708 2021-06-25 23:22:22,700 - mmaction - INFO - Epoch [146][1840/1879] lr: 1.447e-02, eta: 1 day, 15:53:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5668, top5_acc: 0.7895, loss_cls: 1.8233, loss: 1.8233, grad_norm: 3.8460 2021-06-25 23:23:07,401 - mmaction - INFO - Epoch [146][1860/1879] lr: 1.447e-02, eta: 1 day, 15:52:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.7996, loss_cls: 1.7992, loss: 1.7992, grad_norm: 3.9364 2021-06-25 23:23:50,413 - mmaction - INFO - Saving checkpoint at 146 epochs 2021-06-25 23:25:22,557 - mmaction - INFO - Epoch [147][20/1879] lr: 1.368e-02, eta: 1 day, 15:50:55, time: 4.578, data_time: 2.319, memory: 7544, top1_acc: 0.5855, top5_acc: 0.8035, loss_cls: 1.7240, loss: 1.7240, grad_norm: 3.9314 2021-06-25 23:26:07,380 - mmaction - INFO - Epoch [147][40/1879] lr: 1.368e-02, eta: 1 day, 15:50:10, time: 2.241, data_time: 0.003, memory: 7544, top1_acc: 0.5770, top5_acc: 0.7973, loss_cls: 1.7757, loss: 1.7757, grad_norm: 3.9270 2021-06-25 23:26:52,296 - mmaction - INFO - Epoch [147][60/1879] lr: 1.368e-02, eta: 1 day, 15:49:25, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8066, loss_cls: 1.7304, loss: 1.7304, grad_norm: 3.9216 2021-06-25 23:27:36,972 - mmaction - INFO - Epoch [147][80/1879] lr: 1.368e-02, eta: 1 day, 15:48:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8160, loss_cls: 1.6963, loss: 1.6963, grad_norm: 3.8433 2021-06-25 23:28:21,739 - mmaction - INFO - Epoch [147][100/1879] lr: 1.368e-02, eta: 1 day, 15:47:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6035, top5_acc: 0.8133, loss_cls: 1.6913, loss: 1.6913, grad_norm: 3.8540 2021-06-25 23:29:06,597 - mmaction - INFO - Epoch [147][120/1879] lr: 1.368e-02, eta: 1 day, 15:47:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8109, loss_cls: 1.6842, loss: 1.6842, grad_norm: 3.8026 2021-06-25 23:29:51,435 - mmaction - INFO - Epoch [147][140/1879] lr: 1.368e-02, eta: 1 day, 15:46:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8082, loss_cls: 1.7333, loss: 1.7333, grad_norm: 3.8801 2021-06-25 23:30:36,450 - mmaction - INFO - Epoch [147][160/1879] lr: 1.368e-02, eta: 1 day, 15:45:40, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.5797, top5_acc: 0.8090, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.4868 2021-06-25 23:31:21,252 - mmaction - INFO - Epoch [147][180/1879] lr: 1.368e-02, eta: 1 day, 15:44:55, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8090, loss_cls: 1.7381, loss: 1.7381, grad_norm: 3.8910 2021-06-25 23:32:06,055 - mmaction - INFO - Epoch [147][200/1879] lr: 1.368e-02, eta: 1 day, 15:44:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5742, top5_acc: 0.8086, loss_cls: 1.7416, loss: 1.7416, grad_norm: 3.9814 2021-06-25 23:32:50,935 - mmaction - INFO - Epoch [147][220/1879] lr: 1.368e-02, eta: 1 day, 15:43:25, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.7035, loss: 1.7035, grad_norm: 3.8595 2021-06-25 23:33:35,739 - mmaction - INFO - Epoch [147][240/1879] lr: 1.368e-02, eta: 1 day, 15:42:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8180, loss_cls: 1.7074, loss: 1.7074, grad_norm: 3.9031 2021-06-25 23:34:20,610 - mmaction - INFO - Epoch [147][260/1879] lr: 1.368e-02, eta: 1 day, 15:41:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8043, loss_cls: 1.7401, loss: 1.7401, grad_norm: 3.8776 2021-06-25 23:35:05,467 - mmaction - INFO - Epoch [147][280/1879] lr: 1.368e-02, eta: 1 day, 15:41:10, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8117, loss_cls: 1.6739, loss: 1.6739, grad_norm: 3.7662 2021-06-25 23:35:50,436 - mmaction - INFO - Epoch [147][300/1879] lr: 1.368e-02, eta: 1 day, 15:40:25, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8020, loss_cls: 1.7287, loss: 1.7287, grad_norm: 3.8738 2021-06-25 23:36:35,288 - mmaction - INFO - Epoch [147][320/1879] lr: 1.368e-02, eta: 1 day, 15:39:40, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8027, loss_cls: 1.7605, loss: 1.7605, grad_norm: 3.8843 2021-06-25 23:37:20,226 - mmaction - INFO - Epoch [147][340/1879] lr: 1.368e-02, eta: 1 day, 15:38:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8016, loss_cls: 1.7524, loss: 1.7524, grad_norm: 4.0404 2021-06-25 23:38:04,876 - mmaction - INFO - Epoch [147][360/1879] lr: 1.368e-02, eta: 1 day, 15:38:11, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.9986 2021-06-25 23:38:49,620 - mmaction - INFO - Epoch [147][380/1879] lr: 1.368e-02, eta: 1 day, 15:37:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8043, loss_cls: 1.7647, loss: 1.7647, grad_norm: 3.9262 2021-06-25 23:39:34,341 - mmaction - INFO - Epoch [147][400/1879] lr: 1.368e-02, eta: 1 day, 15:36:41, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6330, loss: 1.6330, grad_norm: 3.7521 2021-06-25 23:40:19,077 - mmaction - INFO - Epoch [147][420/1879] lr: 1.368e-02, eta: 1 day, 15:35:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8145, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.8605 2021-06-25 23:41:03,946 - mmaction - INFO - Epoch [147][440/1879] lr: 1.368e-02, eta: 1 day, 15:35:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8078, loss_cls: 1.7168, loss: 1.7168, grad_norm: 3.8982 2021-06-25 23:41:48,669 - mmaction - INFO - Epoch [147][460/1879] lr: 1.368e-02, eta: 1 day, 15:34:26, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8070, loss_cls: 1.7077, loss: 1.7077, grad_norm: 3.9109 2021-06-25 23:42:33,444 - mmaction - INFO - Epoch [147][480/1879] lr: 1.368e-02, eta: 1 day, 15:33:41, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6004, top5_acc: 0.8203, loss_cls: 1.6235, loss: 1.6235, grad_norm: 3.8299 2021-06-25 23:43:18,217 - mmaction - INFO - Epoch [147][500/1879] lr: 1.368e-02, eta: 1 day, 15:32:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8000, loss_cls: 1.7579, loss: 1.7579, grad_norm: 3.9642 2021-06-25 23:44:02,919 - mmaction - INFO - Epoch [147][520/1879] lr: 1.368e-02, eta: 1 day, 15:32:11, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8043, loss_cls: 1.7550, loss: 1.7550, grad_norm: 3.9877 2021-06-25 23:44:47,680 - mmaction - INFO - Epoch [147][540/1879] lr: 1.368e-02, eta: 1 day, 15:31:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.8027, loss_cls: 1.7787, loss: 1.7787, grad_norm: 3.9511 2021-06-25 23:45:32,512 - mmaction - INFO - Epoch [147][560/1879] lr: 1.368e-02, eta: 1 day, 15:30:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8023, loss_cls: 1.7416, loss: 1.7416, grad_norm: 3.9559 2021-06-25 23:46:17,391 - mmaction - INFO - Epoch [147][580/1879] lr: 1.368e-02, eta: 1 day, 15:29:56, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6925, loss: 1.6925, grad_norm: 3.9253 2021-06-25 23:47:02,195 - mmaction - INFO - Epoch [147][600/1879] lr: 1.368e-02, eta: 1 day, 15:29:11, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8000, loss_cls: 1.7207, loss: 1.7207, grad_norm: 3.9599 2021-06-25 23:47:46,888 - mmaction - INFO - Epoch [147][620/1879] lr: 1.368e-02, eta: 1 day, 15:28:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7267, loss: 1.7267, grad_norm: 3.9194 2021-06-25 23:48:31,772 - mmaction - INFO - Epoch [147][640/1879] lr: 1.368e-02, eta: 1 day, 15:27:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8055, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.8750 2021-06-25 23:49:16,564 - mmaction - INFO - Epoch [147][660/1879] lr: 1.368e-02, eta: 1 day, 15:26:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7918, loss_cls: 1.8049, loss: 1.8049, grad_norm: 3.9604 2021-06-25 23:50:01,278 - mmaction - INFO - Epoch [147][680/1879] lr: 1.368e-02, eta: 1 day, 15:26:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5816, top5_acc: 0.8121, loss_cls: 1.7547, loss: 1.7547, grad_norm: 3.9536 2021-06-25 23:50:46,093 - mmaction - INFO - Epoch [147][700/1879] lr: 1.368e-02, eta: 1 day, 15:25:26, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7707, loss: 1.7707, grad_norm: 3.8651 2021-06-25 23:51:30,847 - mmaction - INFO - Epoch [147][720/1879] lr: 1.368e-02, eta: 1 day, 15:24:41, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8195, loss_cls: 1.6774, loss: 1.6774, grad_norm: 3.9140 2021-06-25 23:52:15,745 - mmaction - INFO - Epoch [147][740/1879] lr: 1.368e-02, eta: 1 day, 15:23:56, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8105, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.0254 2021-06-25 23:53:00,384 - mmaction - INFO - Epoch [147][760/1879] lr: 1.368e-02, eta: 1 day, 15:23:11, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6967, loss: 1.6967, grad_norm: 3.9447 2021-06-25 23:53:45,157 - mmaction - INFO - Epoch [147][780/1879] lr: 1.368e-02, eta: 1 day, 15:22:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8145, loss_cls: 1.7216, loss: 1.7216, grad_norm: 3.9219 2021-06-25 23:54:30,039 - mmaction - INFO - Epoch [147][800/1879] lr: 1.368e-02, eta: 1 day, 15:21:42, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7949, loss_cls: 1.7931, loss: 1.7931, grad_norm: 3.8533 2021-06-25 23:55:14,934 - mmaction - INFO - Epoch [147][820/1879] lr: 1.368e-02, eta: 1 day, 15:20:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.7988, loss_cls: 1.7889, loss: 1.7889, grad_norm: 3.8903 2021-06-25 23:55:59,769 - mmaction - INFO - Epoch [147][840/1879] lr: 1.368e-02, eta: 1 day, 15:20:12, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8105, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.8675 2021-06-25 23:56:44,566 - mmaction - INFO - Epoch [147][860/1879] lr: 1.368e-02, eta: 1 day, 15:19:27, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5855, top5_acc: 0.8008, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.9117 2021-06-25 23:57:29,368 - mmaction - INFO - Epoch [147][880/1879] lr: 1.368e-02, eta: 1 day, 15:18:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8137, loss_cls: 1.6978, loss: 1.6978, grad_norm: 3.8916 2021-06-25 23:58:14,178 - mmaction - INFO - Epoch [147][900/1879] lr: 1.368e-02, eta: 1 day, 15:17:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.8082, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.0106 2021-06-25 23:58:59,008 - mmaction - INFO - Epoch [147][920/1879] lr: 1.368e-02, eta: 1 day, 15:17:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8012, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.9629 2021-06-25 23:59:43,795 - mmaction - INFO - Epoch [147][940/1879] lr: 1.368e-02, eta: 1 day, 15:16:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7984, loss_cls: 1.7853, loss: 1.7853, grad_norm: 3.9482 2021-06-26 00:00:28,580 - mmaction - INFO - Epoch [147][960/1879] lr: 1.368e-02, eta: 1 day, 15:15:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8059, loss_cls: 1.7375, loss: 1.7375, grad_norm: 3.9078 2021-06-26 00:01:18,287 - mmaction - INFO - Epoch [147][980/1879] lr: 1.368e-02, eta: 1 day, 15:14:58, time: 2.471, data_time: 0.001, memory: 7544, top1_acc: 0.5840, top5_acc: 0.7992, loss_cls: 1.7740, loss: 1.7740, grad_norm: 3.9293 2021-06-26 00:02:03,264 - mmaction - INFO - Epoch [147][1000/1879] lr: 1.368e-02, eta: 1 day, 15:14:13, time: 2.263, data_time: 0.020, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.7314, loss: 1.7314, grad_norm: 3.8176 2021-06-26 00:02:48,107 - mmaction - INFO - Epoch [147][1020/1879] lr: 1.368e-02, eta: 1 day, 15:13:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8027, loss_cls: 1.7506, loss: 1.7506, grad_norm: 3.9024 2021-06-26 00:03:33,094 - mmaction - INFO - Epoch [147][1040/1879] lr: 1.368e-02, eta: 1 day, 15:12:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8168, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.8888 2021-06-26 00:04:17,760 - mmaction - INFO - Epoch [147][1060/1879] lr: 1.368e-02, eta: 1 day, 15:11:58, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5879, top5_acc: 0.8133, loss_cls: 1.7216, loss: 1.7216, grad_norm: 3.9424 2021-06-26 00:05:02,617 - mmaction - INFO - Epoch [147][1080/1879] lr: 1.368e-02, eta: 1 day, 15:11:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7211, loss: 1.7211, grad_norm: 3.9762 2021-06-26 00:05:47,317 - mmaction - INFO - Epoch [147][1100/1879] lr: 1.368e-02, eta: 1 day, 15:10:28, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5652, top5_acc: 0.7977, loss_cls: 1.8232, loss: 1.8232, grad_norm: 4.0090 2021-06-26 00:06:32,211 - mmaction - INFO - Epoch [147][1120/1879] lr: 1.368e-02, eta: 1 day, 15:09:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7724, loss: 1.7724, grad_norm: 3.9069 2021-06-26 00:07:16,978 - mmaction - INFO - Epoch [147][1140/1879] lr: 1.368e-02, eta: 1 day, 15:08:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8113, loss_cls: 1.7233, loss: 1.7233, grad_norm: 3.9549 2021-06-26 00:08:01,749 - mmaction - INFO - Epoch [147][1160/1879] lr: 1.368e-02, eta: 1 day, 15:08:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5879, top5_acc: 0.8105, loss_cls: 1.7108, loss: 1.7108, grad_norm: 3.9230 2021-06-26 00:08:46,628 - mmaction - INFO - Epoch [147][1180/1879] lr: 1.368e-02, eta: 1 day, 15:07:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.9508 2021-06-26 00:09:31,333 - mmaction - INFO - Epoch [147][1200/1879] lr: 1.368e-02, eta: 1 day, 15:06:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5758, top5_acc: 0.7980, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.1101 2021-06-26 00:10:16,088 - mmaction - INFO - Epoch [147][1220/1879] lr: 1.368e-02, eta: 1 day, 15:05:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8043, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.9329 2021-06-26 00:11:00,958 - mmaction - INFO - Epoch [147][1240/1879] lr: 1.368e-02, eta: 1 day, 15:05:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5949, top5_acc: 0.7973, loss_cls: 1.7480, loss: 1.7480, grad_norm: 3.8752 2021-06-26 00:11:45,742 - mmaction - INFO - Epoch [147][1260/1879] lr: 1.368e-02, eta: 1 day, 15:04:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5750, top5_acc: 0.8051, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.0350 2021-06-26 00:12:30,475 - mmaction - INFO - Epoch [147][1280/1879] lr: 1.368e-02, eta: 1 day, 15:03:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8066, loss_cls: 1.7680, loss: 1.7680, grad_norm: 3.9987 2021-06-26 00:13:15,355 - mmaction - INFO - Epoch [147][1300/1879] lr: 1.368e-02, eta: 1 day, 15:02:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8043, loss_cls: 1.7689, loss: 1.7689, grad_norm: 3.9875 2021-06-26 00:14:00,237 - mmaction - INFO - Epoch [147][1320/1879] lr: 1.368e-02, eta: 1 day, 15:02:14, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.5773, top5_acc: 0.7988, loss_cls: 1.7727, loss: 1.7727, grad_norm: 3.9360 2021-06-26 00:14:45,084 - mmaction - INFO - Epoch [147][1340/1879] lr: 1.368e-02, eta: 1 day, 15:01:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8090, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.9758 2021-06-26 00:15:30,009 - mmaction - INFO - Epoch [147][1360/1879] lr: 1.368e-02, eta: 1 day, 15:00:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5770, top5_acc: 0.8105, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.8932 2021-06-26 00:16:14,848 - mmaction - INFO - Epoch [147][1380/1879] lr: 1.368e-02, eta: 1 day, 14:59:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5797, top5_acc: 0.7863, loss_cls: 1.8675, loss: 1.8675, grad_norm: 3.9594 2021-06-26 00:16:59,699 - mmaction - INFO - Epoch [147][1400/1879] lr: 1.368e-02, eta: 1 day, 14:59:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8184, loss_cls: 1.6830, loss: 1.6830, grad_norm: 3.9043 2021-06-26 00:17:44,491 - mmaction - INFO - Epoch [147][1420/1879] lr: 1.368e-02, eta: 1 day, 14:58:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7440, loss: 1.7440, grad_norm: 3.9008 2021-06-26 00:18:29,359 - mmaction - INFO - Epoch [147][1440/1879] lr: 1.368e-02, eta: 1 day, 14:57:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.7992, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.0321 2021-06-26 00:19:14,055 - mmaction - INFO - Epoch [147][1460/1879] lr: 1.368e-02, eta: 1 day, 14:56:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.8152, loss_cls: 1.7261, loss: 1.7261, grad_norm: 3.9172 2021-06-26 00:19:58,852 - mmaction - INFO - Epoch [147][1480/1879] lr: 1.368e-02, eta: 1 day, 14:56:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.8116, loss: 1.8116, grad_norm: 3.8886 2021-06-26 00:20:43,559 - mmaction - INFO - Epoch [147][1500/1879] lr: 1.368e-02, eta: 1 day, 14:55:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5957, top5_acc: 0.7957, loss_cls: 1.7404, loss: 1.7404, grad_norm: 3.9475 2021-06-26 00:21:28,327 - mmaction - INFO - Epoch [147][1520/1879] lr: 1.368e-02, eta: 1 day, 14:54:45, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5766, top5_acc: 0.7934, loss_cls: 1.7809, loss: 1.7809, grad_norm: 3.9199 2021-06-26 00:22:12,989 - mmaction - INFO - Epoch [147][1540/1879] lr: 1.368e-02, eta: 1 day, 14:54:00, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5984, top5_acc: 0.8152, loss_cls: 1.6991, loss: 1.6991, grad_norm: 3.9114 2021-06-26 00:22:57,791 - mmaction - INFO - Epoch [147][1560/1879] lr: 1.368e-02, eta: 1 day, 14:53:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7735, loss: 1.7735, grad_norm: 3.9234 2021-06-26 00:23:42,710 - mmaction - INFO - Epoch [147][1580/1879] lr: 1.368e-02, eta: 1 day, 14:52:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5734, top5_acc: 0.8027, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.6007 2021-06-26 00:24:27,606 - mmaction - INFO - Epoch [147][1600/1879] lr: 1.368e-02, eta: 1 day, 14:51:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8008, loss_cls: 1.7388, loss: 1.7388, grad_norm: 4.0269 2021-06-26 00:25:12,451 - mmaction - INFO - Epoch [147][1620/1879] lr: 1.368e-02, eta: 1 day, 14:51:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8176, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.0228 2021-06-26 00:25:57,121 - mmaction - INFO - Epoch [147][1640/1879] lr: 1.368e-02, eta: 1 day, 14:50:15, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7794, loss: 1.7794, grad_norm: 3.9603 2021-06-26 00:26:41,926 - mmaction - INFO - Epoch [147][1660/1879] lr: 1.368e-02, eta: 1 day, 14:49:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8051, loss_cls: 1.7736, loss: 1.7736, grad_norm: 3.7520 2021-06-26 00:27:26,625 - mmaction - INFO - Epoch [147][1680/1879] lr: 1.368e-02, eta: 1 day, 14:48:45, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5664, top5_acc: 0.7926, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.0311 2021-06-26 00:28:11,347 - mmaction - INFO - Epoch [147][1700/1879] lr: 1.368e-02, eta: 1 day, 14:48:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8086, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.9956 2021-06-26 00:28:56,207 - mmaction - INFO - Epoch [147][1720/1879] lr: 1.368e-02, eta: 1 day, 14:47:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.8039, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.0024 2021-06-26 00:29:40,853 - mmaction - INFO - Epoch [147][1740/1879] lr: 1.368e-02, eta: 1 day, 14:46:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7867, loss_cls: 1.8101, loss: 1.8101, grad_norm: 3.9172 2021-06-26 00:30:25,623 - mmaction - INFO - Epoch [147][1760/1879] lr: 1.368e-02, eta: 1 day, 14:45:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7417, loss: 1.7417, grad_norm: 3.9058 2021-06-26 00:31:10,284 - mmaction - INFO - Epoch [147][1780/1879] lr: 1.368e-02, eta: 1 day, 14:45:00, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7418, loss: 1.7418, grad_norm: 3.8747 2021-06-26 00:31:55,040 - mmaction - INFO - Epoch [147][1800/1879] lr: 1.368e-02, eta: 1 day, 14:44:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5738, top5_acc: 0.8031, loss_cls: 1.7483, loss: 1.7483, grad_norm: 3.9284 2021-06-26 00:32:39,795 - mmaction - INFO - Epoch [147][1820/1879] lr: 1.368e-02, eta: 1 day, 14:43:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8012, loss_cls: 1.7588, loss: 1.7588, grad_norm: 3.9899 2021-06-26 00:33:24,655 - mmaction - INFO - Epoch [147][1840/1879] lr: 1.368e-02, eta: 1 day, 14:42:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7547, loss: 1.7547, grad_norm: 3.9676 2021-06-26 00:34:09,419 - mmaction - INFO - Epoch [147][1860/1879] lr: 1.368e-02, eta: 1 day, 14:42:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5684, top5_acc: 0.8008, loss_cls: 1.7539, loss: 1.7539, grad_norm: 3.9433 2021-06-26 00:35:05,264 - mmaction - INFO - Saving checkpoint at 147 epochs 2021-06-26 00:37:28,127 - mmaction - INFO - Epoch [148][20/1879] lr: 1.291e-02, eta: 1 day, 14:40:45, time: 7.115, data_time: 4.735, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.7474, loss: 1.7474, grad_norm: 3.7629 2021-06-26 00:38:12,791 - mmaction - INFO - Epoch [148][40/1879] lr: 1.291e-02, eta: 1 day, 14:40:00, time: 2.233, data_time: 0.002, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8016, loss_cls: 1.7058, loss: 1.7058, grad_norm: 3.8452 2021-06-26 00:38:57,511 - mmaction - INFO - Epoch [148][60/1879] lr: 1.291e-02, eta: 1 day, 14:39:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8016, loss_cls: 1.7280, loss: 1.7280, grad_norm: 3.9380 2021-06-26 00:39:42,333 - mmaction - INFO - Epoch [148][80/1879] lr: 1.291e-02, eta: 1 day, 14:38:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5887, top5_acc: 0.7977, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.0410 2021-06-26 00:40:27,164 - mmaction - INFO - Epoch [148][100/1879] lr: 1.291e-02, eta: 1 day, 14:37:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8164, loss_cls: 1.7159, loss: 1.7159, grad_norm: 3.9148 2021-06-26 00:41:12,002 - mmaction - INFO - Epoch [148][120/1879] lr: 1.291e-02, eta: 1 day, 14:37:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8074, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.9450 2021-06-26 00:41:56,816 - mmaction - INFO - Epoch [148][140/1879] lr: 1.291e-02, eta: 1 day, 14:36:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6027, top5_acc: 0.8230, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.0310 2021-06-26 00:42:41,619 - mmaction - INFO - Epoch [148][160/1879] lr: 1.291e-02, eta: 1 day, 14:35:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.7391, loss: 1.7391, grad_norm: 3.8982 2021-06-26 00:43:26,264 - mmaction - INFO - Epoch [148][180/1879] lr: 1.291e-02, eta: 1 day, 14:34:45, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8066, loss_cls: 1.7014, loss: 1.7014, grad_norm: 3.9719 2021-06-26 00:44:11,014 - mmaction - INFO - Epoch [148][200/1879] lr: 1.291e-02, eta: 1 day, 14:34:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8184, loss_cls: 1.6618, loss: 1.6618, grad_norm: 3.8987 2021-06-26 00:44:55,918 - mmaction - INFO - Epoch [148][220/1879] lr: 1.291e-02, eta: 1 day, 14:33:15, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6990, loss: 1.6990, grad_norm: 3.9554 2021-06-26 00:45:40,770 - mmaction - INFO - Epoch [148][240/1879] lr: 1.291e-02, eta: 1 day, 14:32:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8051, loss_cls: 1.7513, loss: 1.7513, grad_norm: 3.9547 2021-06-26 00:46:25,516 - mmaction - INFO - Epoch [148][260/1879] lr: 1.291e-02, eta: 1 day, 14:31:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8113, loss_cls: 1.6792, loss: 1.6792, grad_norm: 3.9368 2021-06-26 00:47:10,361 - mmaction - INFO - Epoch [148][280/1879] lr: 1.291e-02, eta: 1 day, 14:31:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8137, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.0121 2021-06-26 00:47:55,116 - mmaction - INFO - Epoch [148][300/1879] lr: 1.291e-02, eta: 1 day, 14:30:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.8008, loss_cls: 1.7464, loss: 1.7464, grad_norm: 4.0676 2021-06-26 00:48:39,849 - mmaction - INFO - Epoch [148][320/1879] lr: 1.291e-02, eta: 1 day, 14:29:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8066, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.0259 2021-06-26 00:49:24,588 - mmaction - INFO - Epoch [148][340/1879] lr: 1.291e-02, eta: 1 day, 14:28:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8152, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.9457 2021-06-26 00:50:09,471 - mmaction - INFO - Epoch [148][360/1879] lr: 1.291e-02, eta: 1 day, 14:28:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8035, loss_cls: 1.7595, loss: 1.7595, grad_norm: 4.0592 2021-06-26 00:50:54,226 - mmaction - INFO - Epoch [148][380/1879] lr: 1.291e-02, eta: 1 day, 14:27:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5840, top5_acc: 0.7984, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.0078 2021-06-26 00:51:38,996 - mmaction - INFO - Epoch [148][400/1879] lr: 1.291e-02, eta: 1 day, 14:26:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8020, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.0198 2021-06-26 00:52:23,721 - mmaction - INFO - Epoch [148][420/1879] lr: 1.291e-02, eta: 1 day, 14:25:46, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.0346 2021-06-26 00:53:08,441 - mmaction - INFO - Epoch [148][440/1879] lr: 1.291e-02, eta: 1 day, 14:25:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5852, top5_acc: 0.8113, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.0619 2021-06-26 00:53:53,205 - mmaction - INFO - Epoch [148][460/1879] lr: 1.291e-02, eta: 1 day, 14:24:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7043, loss: 1.7043, grad_norm: 3.9061 2021-06-26 00:54:37,867 - mmaction - INFO - Epoch [148][480/1879] lr: 1.291e-02, eta: 1 day, 14:23:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5836, top5_acc: 0.8004, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.0820 2021-06-26 00:55:22,663 - mmaction - INFO - Epoch [148][500/1879] lr: 1.291e-02, eta: 1 day, 14:22:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7910, loss_cls: 1.7785, loss: 1.7785, grad_norm: 3.9863 2021-06-26 00:56:07,516 - mmaction - INFO - Epoch [148][520/1879] lr: 1.291e-02, eta: 1 day, 14:22:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8137, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.9927 2021-06-26 00:56:52,115 - mmaction - INFO - Epoch [148][540/1879] lr: 1.291e-02, eta: 1 day, 14:21:16, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7497, loss: 1.7497, grad_norm: 3.9339 2021-06-26 00:57:36,876 - mmaction - INFO - Epoch [148][560/1879] lr: 1.291e-02, eta: 1 day, 14:20:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8098, loss_cls: 1.7212, loss: 1.7212, grad_norm: 3.9642 2021-06-26 00:58:21,695 - mmaction - INFO - Epoch [148][580/1879] lr: 1.291e-02, eta: 1 day, 14:19:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8059, loss_cls: 1.7227, loss: 1.7227, grad_norm: 3.9291 2021-06-26 00:59:06,474 - mmaction - INFO - Epoch [148][600/1879] lr: 1.291e-02, eta: 1 day, 14:19:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8102, loss_cls: 1.7257, loss: 1.7257, grad_norm: 3.8960 2021-06-26 00:59:51,245 - mmaction - INFO - Epoch [148][620/1879] lr: 1.291e-02, eta: 1 day, 14:18:16, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8184, loss_cls: 1.7018, loss: 1.7018, grad_norm: 3.8821 2021-06-26 01:00:35,950 - mmaction - INFO - Epoch [148][640/1879] lr: 1.291e-02, eta: 1 day, 14:17:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8145, loss_cls: 1.6976, loss: 1.6976, grad_norm: 3.8878 2021-06-26 01:01:20,647 - mmaction - INFO - Epoch [148][660/1879] lr: 1.291e-02, eta: 1 day, 14:16:46, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8059, loss_cls: 1.7446, loss: 1.7446, grad_norm: 3.8671 2021-06-26 01:02:05,288 - mmaction - INFO - Epoch [148][680/1879] lr: 1.291e-02, eta: 1 day, 14:16:01, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8086, loss_cls: 1.7120, loss: 1.7120, grad_norm: 3.9693 2021-06-26 01:02:50,012 - mmaction - INFO - Epoch [148][700/1879] lr: 1.291e-02, eta: 1 day, 14:15:16, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7318, loss: 1.7318, grad_norm: 3.9693 2021-06-26 01:03:34,658 - mmaction - INFO - Epoch [148][720/1879] lr: 1.291e-02, eta: 1 day, 14:14:31, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5910, top5_acc: 0.7996, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.9647 2021-06-26 01:04:19,313 - mmaction - INFO - Epoch [148][740/1879] lr: 1.291e-02, eta: 1 day, 14:13:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8215, loss_cls: 1.6674, loss: 1.6674, grad_norm: 3.8648 2021-06-26 01:05:04,036 - mmaction - INFO - Epoch [148][760/1879] lr: 1.291e-02, eta: 1 day, 14:13:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5879, top5_acc: 0.8070, loss_cls: 1.7248, loss: 1.7248, grad_norm: 3.9657 2021-06-26 01:05:48,700 - mmaction - INFO - Epoch [148][780/1879] lr: 1.291e-02, eta: 1 day, 14:12:16, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8008, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.0162 2021-06-26 01:06:33,487 - mmaction - INFO - Epoch [148][800/1879] lr: 1.291e-02, eta: 1 day, 14:11:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5773, top5_acc: 0.8063, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.1024 2021-06-26 01:07:18,201 - mmaction - INFO - Epoch [148][820/1879] lr: 1.291e-02, eta: 1 day, 14:10:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.7992, loss_cls: 1.7700, loss: 1.7700, grad_norm: 3.8758 2021-06-26 01:08:02,867 - mmaction - INFO - Epoch [148][840/1879] lr: 1.291e-02, eta: 1 day, 14:10:01, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8023, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.9152 2021-06-26 01:08:47,480 - mmaction - INFO - Epoch [148][860/1879] lr: 1.291e-02, eta: 1 day, 14:09:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8059, loss_cls: 1.7306, loss: 1.7306, grad_norm: 3.9959 2021-06-26 01:09:32,246 - mmaction - INFO - Epoch [148][880/1879] lr: 1.291e-02, eta: 1 day, 14:08:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.8137, loss_cls: 1.7334, loss: 1.7334, grad_norm: 3.9884 2021-06-26 01:10:16,838 - mmaction - INFO - Epoch [148][900/1879] lr: 1.291e-02, eta: 1 day, 14:07:46, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6066, top5_acc: 0.8168, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.0113 2021-06-26 01:11:01,573 - mmaction - INFO - Epoch [148][920/1879] lr: 1.291e-02, eta: 1 day, 14:07:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.0755 2021-06-26 01:11:46,329 - mmaction - INFO - Epoch [148][940/1879] lr: 1.291e-02, eta: 1 day, 14:06:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8031, loss_cls: 1.7309, loss: 1.7309, grad_norm: 3.8896 2021-06-26 01:12:31,032 - mmaction - INFO - Epoch [148][960/1879] lr: 1.291e-02, eta: 1 day, 14:05:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6039, top5_acc: 0.8121, loss_cls: 1.6770, loss: 1.6770, grad_norm: 3.9294 2021-06-26 01:13:15,727 - mmaction - INFO - Epoch [148][980/1879] lr: 1.291e-02, eta: 1 day, 14:04:46, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8227, loss_cls: 1.6953, loss: 1.6953, grad_norm: 3.9965 2021-06-26 01:14:00,433 - mmaction - INFO - Epoch [148][1000/1879] lr: 1.291e-02, eta: 1 day, 14:04:01, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.1275 2021-06-26 01:14:44,995 - mmaction - INFO - Epoch [148][1020/1879] lr: 1.291e-02, eta: 1 day, 14:03:16, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8121, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.0559 2021-06-26 01:15:29,662 - mmaction - INFO - Epoch [148][1040/1879] lr: 1.291e-02, eta: 1 day, 14:02:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8070, loss_cls: 1.7594, loss: 1.7594, grad_norm: 3.9730 2021-06-26 01:16:14,512 - mmaction - INFO - Epoch [148][1060/1879] lr: 1.291e-02, eta: 1 day, 14:01:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8035, loss_cls: 1.7240, loss: 1.7240, grad_norm: 3.9665 2021-06-26 01:16:59,241 - mmaction - INFO - Epoch [148][1080/1879] lr: 1.291e-02, eta: 1 day, 14:01:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5785, top5_acc: 0.8031, loss_cls: 1.7364, loss: 1.7364, grad_norm: 4.0893 2021-06-26 01:17:44,008 - mmaction - INFO - Epoch [148][1100/1879] lr: 1.291e-02, eta: 1 day, 14:00:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8145, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.0905 2021-06-26 01:18:28,626 - mmaction - INFO - Epoch [148][1120/1879] lr: 1.291e-02, eta: 1 day, 13:59:32, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.0428 2021-06-26 01:19:13,343 - mmaction - INFO - Epoch [148][1140/1879] lr: 1.291e-02, eta: 1 day, 13:58:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6066, top5_acc: 0.8234, loss_cls: 1.6627, loss: 1.6627, grad_norm: 3.9639 2021-06-26 01:19:58,028 - mmaction - INFO - Epoch [148][1160/1879] lr: 1.291e-02, eta: 1 day, 13:58:02, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.8035, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.0769 2021-06-26 01:20:42,741 - mmaction - INFO - Epoch [148][1180/1879] lr: 1.291e-02, eta: 1 day, 13:57:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5887, top5_acc: 0.7965, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.0127 2021-06-26 01:21:27,474 - mmaction - INFO - Epoch [148][1200/1879] lr: 1.291e-02, eta: 1 day, 13:56:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.0350 2021-06-26 01:22:12,250 - mmaction - INFO - Epoch [148][1220/1879] lr: 1.291e-02, eta: 1 day, 13:55:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8043, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.0118 2021-06-26 01:22:57,022 - mmaction - INFO - Epoch [148][1240/1879] lr: 1.291e-02, eta: 1 day, 13:55:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8152, loss_cls: 1.6917, loss: 1.6917, grad_norm: 3.8874 2021-06-26 01:23:41,825 - mmaction - INFO - Epoch [148][1260/1879] lr: 1.291e-02, eta: 1 day, 13:54:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5840, top5_acc: 0.8082, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.0709 2021-06-26 01:24:26,519 - mmaction - INFO - Epoch [148][1280/1879] lr: 1.291e-02, eta: 1 day, 13:53:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5844, top5_acc: 0.7926, loss_cls: 1.7978, loss: 1.7978, grad_norm: 3.9977 2021-06-26 01:25:11,265 - mmaction - INFO - Epoch [148][1300/1879] lr: 1.291e-02, eta: 1 day, 13:52:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.8063, loss_cls: 1.7521, loss: 1.7521, grad_norm: 4.1065 2021-06-26 01:25:55,958 - mmaction - INFO - Epoch [148][1320/1879] lr: 1.291e-02, eta: 1 day, 13:52:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.7150, loss: 1.7150, grad_norm: 3.9705 2021-06-26 01:26:40,650 - mmaction - INFO - Epoch [148][1340/1879] lr: 1.291e-02, eta: 1 day, 13:51:17, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5770, top5_acc: 0.8094, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.0862 2021-06-26 01:27:25,255 - mmaction - INFO - Epoch [148][1360/1879] lr: 1.291e-02, eta: 1 day, 13:50:32, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8063, loss_cls: 1.7416, loss: 1.7416, grad_norm: 4.2751 2021-06-26 01:28:09,779 - mmaction - INFO - Epoch [148][1380/1879] lr: 1.291e-02, eta: 1 day, 13:49:47, time: 2.226, data_time: 0.001, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8180, loss_cls: 1.7167, loss: 1.7167, grad_norm: 3.9983 2021-06-26 01:28:54,397 - mmaction - INFO - Epoch [148][1400/1879] lr: 1.291e-02, eta: 1 day, 13:49:02, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8070, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.0081 2021-06-26 01:29:39,120 - mmaction - INFO - Epoch [148][1420/1879] lr: 1.291e-02, eta: 1 day, 13:48:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8047, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.0398 2021-06-26 01:30:23,908 - mmaction - INFO - Epoch [148][1440/1879] lr: 1.291e-02, eta: 1 day, 13:47:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8145, loss_cls: 1.7026, loss: 1.7026, grad_norm: 3.9570 2021-06-26 01:31:08,660 - mmaction - INFO - Epoch [148][1460/1879] lr: 1.291e-02, eta: 1 day, 13:46:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8176, loss_cls: 1.6458, loss: 1.6458, grad_norm: 3.8323 2021-06-26 01:31:53,402 - mmaction - INFO - Epoch [148][1480/1879] lr: 1.291e-02, eta: 1 day, 13:46:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8023, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.0606 2021-06-26 01:32:38,181 - mmaction - INFO - Epoch [148][1500/1879] lr: 1.291e-02, eta: 1 day, 13:45:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5766, top5_acc: 0.8059, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.0174 2021-06-26 01:33:22,885 - mmaction - INFO - Epoch [148][1520/1879] lr: 1.291e-02, eta: 1 day, 13:44:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8160, loss_cls: 1.7038, loss: 1.7038, grad_norm: 3.9472 2021-06-26 01:34:07,658 - mmaction - INFO - Epoch [148][1540/1879] lr: 1.291e-02, eta: 1 day, 13:43:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.9370 2021-06-26 01:34:52,408 - mmaction - INFO - Epoch [148][1560/1879] lr: 1.291e-02, eta: 1 day, 13:43:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5957, top5_acc: 0.7957, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.0084 2021-06-26 01:35:37,218 - mmaction - INFO - Epoch [148][1580/1879] lr: 1.291e-02, eta: 1 day, 13:42:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8086, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.0297 2021-06-26 01:36:21,953 - mmaction - INFO - Epoch [148][1600/1879] lr: 1.291e-02, eta: 1 day, 13:41:32, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8039, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.0796 2021-06-26 01:37:06,602 - mmaction - INFO - Epoch [148][1620/1879] lr: 1.291e-02, eta: 1 day, 13:40:47, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8160, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.0086 2021-06-26 01:37:51,273 - mmaction - INFO - Epoch [148][1640/1879] lr: 1.291e-02, eta: 1 day, 13:40:02, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8145, loss_cls: 1.7218, loss: 1.7218, grad_norm: 3.8950 2021-06-26 01:38:36,059 - mmaction - INFO - Epoch [148][1660/1879] lr: 1.291e-02, eta: 1 day, 13:39:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5715, top5_acc: 0.7980, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.0900 2021-06-26 01:39:20,772 - mmaction - INFO - Epoch [148][1680/1879] lr: 1.291e-02, eta: 1 day, 13:38:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7977, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.0042 2021-06-26 01:40:05,406 - mmaction - INFO - Epoch [148][1700/1879] lr: 1.291e-02, eta: 1 day, 13:37:47, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8246, loss_cls: 1.6410, loss: 1.6410, grad_norm: 3.9607 2021-06-26 01:40:50,316 - mmaction - INFO - Epoch [148][1720/1879] lr: 1.291e-02, eta: 1 day, 13:37:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8117, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.5731 2021-06-26 01:41:34,955 - mmaction - INFO - Epoch [148][1740/1879] lr: 1.291e-02, eta: 1 day, 13:36:17, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8129, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.1405 2021-06-26 01:42:19,763 - mmaction - INFO - Epoch [148][1760/1879] lr: 1.291e-02, eta: 1 day, 13:35:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.7988, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.1850 2021-06-26 01:43:04,444 - mmaction - INFO - Epoch [148][1780/1879] lr: 1.291e-02, eta: 1 day, 13:34:48, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8082, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.0662 2021-06-26 01:43:49,274 - mmaction - INFO - Epoch [148][1800/1879] lr: 1.291e-02, eta: 1 day, 13:34:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5883, top5_acc: 0.8168, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.0360 2021-06-26 01:44:34,010 - mmaction - INFO - Epoch [148][1820/1879] lr: 1.291e-02, eta: 1 day, 13:33:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6951, loss: 1.6951, grad_norm: 4.1353 2021-06-26 01:45:18,757 - mmaction - INFO - Epoch [148][1840/1879] lr: 1.291e-02, eta: 1 day, 13:32:33, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5707, top5_acc: 0.7977, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.1159 2021-06-26 01:46:03,377 - mmaction - INFO - Epoch [148][1860/1879] lr: 1.291e-02, eta: 1 day, 13:31:48, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8035, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.1376 2021-06-26 01:46:46,459 - mmaction - INFO - Saving checkpoint at 148 epochs 2021-06-26 01:48:18,178 - mmaction - INFO - Epoch [149][20/1879] lr: 1.216e-02, eta: 1 day, 13:30:21, time: 4.554, data_time: 2.307, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8168, loss_cls: 1.6953, loss: 1.6953, grad_norm: 3.9503 2021-06-26 01:49:03,155 - mmaction - INFO - Epoch [149][40/1879] lr: 1.216e-02, eta: 1 day, 13:29:36, time: 2.249, data_time: 0.002, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8176, loss_cls: 1.7197, loss: 1.7197, grad_norm: 4.0876 2021-06-26 01:49:48,043 - mmaction - INFO - Epoch [149][60/1879] lr: 1.216e-02, eta: 1 day, 13:28:51, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6109, top5_acc: 0.8191, loss_cls: 1.6561, loss: 1.6561, grad_norm: 3.9305 2021-06-26 01:50:32,860 - mmaction - INFO - Epoch [149][80/1879] lr: 1.216e-02, eta: 1 day, 13:28:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8070, loss_cls: 1.7173, loss: 1.7173, grad_norm: 4.0799 2021-06-26 01:51:17,754 - mmaction - INFO - Epoch [149][100/1879] lr: 1.216e-02, eta: 1 day, 13:27:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8148, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.0899 2021-06-26 01:52:02,572 - mmaction - INFO - Epoch [149][120/1879] lr: 1.216e-02, eta: 1 day, 13:26:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5973, top5_acc: 0.8172, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.0475 2021-06-26 01:52:47,404 - mmaction - INFO - Epoch [149][140/1879] lr: 1.216e-02, eta: 1 day, 13:25:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8145, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.0658 2021-06-26 01:53:32,305 - mmaction - INFO - Epoch [149][160/1879] lr: 1.216e-02, eta: 1 day, 13:25:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8121, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.0460 2021-06-26 01:54:17,051 - mmaction - INFO - Epoch [149][180/1879] lr: 1.216e-02, eta: 1 day, 13:24:21, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.0189 2021-06-26 01:55:01,792 - mmaction - INFO - Epoch [149][200/1879] lr: 1.216e-02, eta: 1 day, 13:23:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5664, top5_acc: 0.8082, loss_cls: 1.7959, loss: 1.7959, grad_norm: 4.1842 2021-06-26 01:55:46,574 - mmaction - INFO - Epoch [149][220/1879] lr: 1.216e-02, eta: 1 day, 13:22:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.6551, loss: 1.6551, grad_norm: 3.9697 2021-06-26 01:56:31,481 - mmaction - INFO - Epoch [149][240/1879] lr: 1.216e-02, eta: 1 day, 13:22:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8113, loss_cls: 1.6555, loss: 1.6555, grad_norm: 4.0013 2021-06-26 01:57:16,341 - mmaction - INFO - Epoch [149][260/1879] lr: 1.216e-02, eta: 1 day, 13:21:22, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.0871 2021-06-26 01:58:01,202 - mmaction - INFO - Epoch [149][280/1879] lr: 1.216e-02, eta: 1 day, 13:20:37, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8191, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.1395 2021-06-26 01:58:46,033 - mmaction - INFO - Epoch [149][300/1879] lr: 1.216e-02, eta: 1 day, 13:19:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6109, top5_acc: 0.8285, loss_cls: 1.6353, loss: 1.6353, grad_norm: 3.9878 2021-06-26 01:59:30,878 - mmaction - INFO - Epoch [149][320/1879] lr: 1.216e-02, eta: 1 day, 13:19:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5984, top5_acc: 0.8113, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.1288 2021-06-26 02:00:15,656 - mmaction - INFO - Epoch [149][340/1879] lr: 1.216e-02, eta: 1 day, 13:18:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8238, loss_cls: 1.6381, loss: 1.6381, grad_norm: 4.0154 2021-06-26 02:01:00,494 - mmaction - INFO - Epoch [149][360/1879] lr: 1.216e-02, eta: 1 day, 13:17:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8012, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.1724 2021-06-26 02:01:45,272 - mmaction - INFO - Epoch [149][380/1879] lr: 1.216e-02, eta: 1 day, 13:16:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8066, loss_cls: 1.7132, loss: 1.7132, grad_norm: 4.0634 2021-06-26 02:02:30,119 - mmaction - INFO - Epoch [149][400/1879] lr: 1.216e-02, eta: 1 day, 13:16:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8102, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.0940 2021-06-26 02:03:14,862 - mmaction - INFO - Epoch [149][420/1879] lr: 1.216e-02, eta: 1 day, 13:15:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8180, loss_cls: 1.6764, loss: 1.6764, grad_norm: 4.0924 2021-06-26 02:03:59,915 - mmaction - INFO - Epoch [149][440/1879] lr: 1.216e-02, eta: 1 day, 13:14:37, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8098, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.1050 2021-06-26 02:04:44,667 - mmaction - INFO - Epoch [149][460/1879] lr: 1.216e-02, eta: 1 day, 13:13:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8027, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.0271 2021-06-26 02:05:29,341 - mmaction - INFO - Epoch [149][480/1879] lr: 1.216e-02, eta: 1 day, 13:13:07, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5867, top5_acc: 0.7937, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.0767 2021-06-26 02:06:14,032 - mmaction - INFO - Epoch [149][500/1879] lr: 1.216e-02, eta: 1 day, 13:12:22, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8156, loss_cls: 1.6814, loss: 1.6814, grad_norm: 4.0268 2021-06-26 02:06:58,616 - mmaction - INFO - Epoch [149][520/1879] lr: 1.216e-02, eta: 1 day, 13:11:37, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8059, loss_cls: 1.7134, loss: 1.7134, grad_norm: 4.0388 2021-06-26 02:07:43,431 - mmaction - INFO - Epoch [149][540/1879] lr: 1.216e-02, eta: 1 day, 13:10:52, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8125, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.0668 2021-06-26 02:08:28,324 - mmaction - INFO - Epoch [149][560/1879] lr: 1.216e-02, eta: 1 day, 13:10:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6039, top5_acc: 0.7957, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.0298 2021-06-26 02:09:13,123 - mmaction - INFO - Epoch [149][580/1879] lr: 1.216e-02, eta: 1 day, 13:09:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8133, loss_cls: 1.6959, loss: 1.6959, grad_norm: 3.9538 2021-06-26 02:09:57,886 - mmaction - INFO - Epoch [149][600/1879] lr: 1.216e-02, eta: 1 day, 13:08:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5891, top5_acc: 0.8250, loss_cls: 1.6424, loss: 1.6424, grad_norm: 4.0669 2021-06-26 02:10:42,649 - mmaction - INFO - Epoch [149][620/1879] lr: 1.216e-02, eta: 1 day, 13:07:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8191, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.0375 2021-06-26 02:11:27,421 - mmaction - INFO - Epoch [149][640/1879] lr: 1.216e-02, eta: 1 day, 13:07:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8004, loss_cls: 1.7384, loss: 1.7384, grad_norm: 3.9954 2021-06-26 02:12:12,068 - mmaction - INFO - Epoch [149][660/1879] lr: 1.216e-02, eta: 1 day, 13:06:22, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6699, loss: 1.6699, grad_norm: 3.9648 2021-06-26 02:12:56,863 - mmaction - INFO - Epoch [149][680/1879] lr: 1.216e-02, eta: 1 day, 13:05:37, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.0914 2021-06-26 02:13:41,532 - mmaction - INFO - Epoch [149][700/1879] lr: 1.216e-02, eta: 1 day, 13:04:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8172, loss_cls: 1.6294, loss: 1.6294, grad_norm: 3.9889 2021-06-26 02:14:26,166 - mmaction - INFO - Epoch [149][720/1879] lr: 1.216e-02, eta: 1 day, 13:04:07, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8074, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.1385 2021-06-26 02:15:10,971 - mmaction - INFO - Epoch [149][740/1879] lr: 1.216e-02, eta: 1 day, 13:03:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8137, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.0945 2021-06-26 02:15:55,728 - mmaction - INFO - Epoch [149][760/1879] lr: 1.216e-02, eta: 1 day, 13:02:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8082, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.0710 2021-06-26 02:16:40,503 - mmaction - INFO - Epoch [149][780/1879] lr: 1.216e-02, eta: 1 day, 13:01:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8129, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.4118 2021-06-26 02:17:25,194 - mmaction - INFO - Epoch [149][800/1879] lr: 1.216e-02, eta: 1 day, 13:01:08, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8207, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.1466 2021-06-26 02:18:09,880 - mmaction - INFO - Epoch [149][820/1879] lr: 1.216e-02, eta: 1 day, 13:00:23, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8082, loss_cls: 1.7591, loss: 1.7591, grad_norm: 4.0760 2021-06-26 02:18:54,603 - mmaction - INFO - Epoch [149][840/1879] lr: 1.216e-02, eta: 1 day, 12:59:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8090, loss_cls: 1.7203, loss: 1.7203, grad_norm: 3.9308 2021-06-26 02:19:39,304 - mmaction - INFO - Epoch [149][860/1879] lr: 1.216e-02, eta: 1 day, 12:58:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8137, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.0613 2021-06-26 02:20:23,919 - mmaction - INFO - Epoch [149][880/1879] lr: 1.216e-02, eta: 1 day, 12:58:08, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.0593 2021-06-26 02:21:08,762 - mmaction - INFO - Epoch [149][900/1879] lr: 1.216e-02, eta: 1 day, 12:57:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8125, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.0704 2021-06-26 02:21:53,284 - mmaction - INFO - Epoch [149][920/1879] lr: 1.216e-02, eta: 1 day, 12:56:38, time: 2.226, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8141, loss_cls: 1.6793, loss: 1.6793, grad_norm: 4.0845 2021-06-26 02:22:38,118 - mmaction - INFO - Epoch [149][940/1879] lr: 1.216e-02, eta: 1 day, 12:55:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8125, loss_cls: 1.7116, loss: 1.7116, grad_norm: 4.0481 2021-06-26 02:23:22,798 - mmaction - INFO - Epoch [149][960/1879] lr: 1.216e-02, eta: 1 day, 12:55:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8164, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.0367 2021-06-26 02:24:07,487 - mmaction - INFO - Epoch [149][980/1879] lr: 1.216e-02, eta: 1 day, 12:54:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8121, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.1016 2021-06-26 02:24:52,123 - mmaction - INFO - Epoch [149][1000/1879] lr: 1.216e-02, eta: 1 day, 12:53:38, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8090, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.0379 2021-06-26 02:25:36,768 - mmaction - INFO - Epoch [149][1020/1879] lr: 1.216e-02, eta: 1 day, 12:52:53, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5793, top5_acc: 0.8238, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.1412 2021-06-26 02:26:21,457 - mmaction - INFO - Epoch [149][1040/1879] lr: 1.216e-02, eta: 1 day, 12:52:08, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5805, top5_acc: 0.8059, loss_cls: 1.7415, loss: 1.7415, grad_norm: 4.1127 2021-06-26 02:27:06,157 - mmaction - INFO - Epoch [149][1060/1879] lr: 1.216e-02, eta: 1 day, 12:51:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.0740 2021-06-26 02:27:50,859 - mmaction - INFO - Epoch [149][1080/1879] lr: 1.216e-02, eta: 1 day, 12:50:38, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8039, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.0321 2021-06-26 02:28:35,664 - mmaction - INFO - Epoch [149][1100/1879] lr: 1.216e-02, eta: 1 day, 12:49:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8055, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.0339 2021-06-26 02:29:20,482 - mmaction - INFO - Epoch [149][1120/1879] lr: 1.216e-02, eta: 1 day, 12:49:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8086, loss_cls: 1.6736, loss: 1.6736, grad_norm: 3.9985 2021-06-26 02:30:05,197 - mmaction - INFO - Epoch [149][1140/1879] lr: 1.216e-02, eta: 1 day, 12:48:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8141, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.0474 2021-06-26 02:30:49,979 - mmaction - INFO - Epoch [149][1160/1879] lr: 1.216e-02, eta: 1 day, 12:47:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6566, loss: 1.6566, grad_norm: 4.1023 2021-06-26 02:31:34,823 - mmaction - INFO - Epoch [149][1180/1879] lr: 1.216e-02, eta: 1 day, 12:46:53, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5777, top5_acc: 0.8020, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.1222 2021-06-26 02:32:19,537 - mmaction - INFO - Epoch [149][1200/1879] lr: 1.216e-02, eta: 1 day, 12:46:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6811, loss: 1.6811, grad_norm: 3.9834 2021-06-26 02:33:04,236 - mmaction - INFO - Epoch [149][1220/1879] lr: 1.216e-02, eta: 1 day, 12:45:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8023, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.0521 2021-06-26 02:33:48,857 - mmaction - INFO - Epoch [149][1240/1879] lr: 1.216e-02, eta: 1 day, 12:44:38, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7601, loss: 1.7601, grad_norm: 4.0227 2021-06-26 02:34:33,648 - mmaction - INFO - Epoch [149][1260/1879] lr: 1.216e-02, eta: 1 day, 12:43:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8246, loss_cls: 1.6557, loss: 1.6557, grad_norm: 3.9730 2021-06-26 02:35:18,215 - mmaction - INFO - Epoch [149][1280/1879] lr: 1.216e-02, eta: 1 day, 12:43:08, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8129, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.0006 2021-06-26 02:36:02,883 - mmaction - INFO - Epoch [149][1300/1879] lr: 1.216e-02, eta: 1 day, 12:42:23, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8020, loss_cls: 1.7409, loss: 1.7409, grad_norm: 3.9961 2021-06-26 02:36:47,627 - mmaction - INFO - Epoch [149][1320/1879] lr: 1.216e-02, eta: 1 day, 12:41:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8098, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.1249 2021-06-26 02:37:32,397 - mmaction - INFO - Epoch [149][1340/1879] lr: 1.216e-02, eta: 1 day, 12:40:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.0168 2021-06-26 02:38:17,072 - mmaction - INFO - Epoch [149][1360/1879] lr: 1.216e-02, eta: 1 day, 12:40:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7448, loss: 1.7448, grad_norm: 4.0138 2021-06-26 02:39:01,805 - mmaction - INFO - Epoch [149][1380/1879] lr: 1.216e-02, eta: 1 day, 12:39:23, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5848, top5_acc: 0.7941, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.1025 2021-06-26 02:39:46,515 - mmaction - INFO - Epoch [149][1400/1879] lr: 1.216e-02, eta: 1 day, 12:38:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8137, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.0447 2021-06-26 02:40:31,215 - mmaction - INFO - Epoch [149][1420/1879] lr: 1.216e-02, eta: 1 day, 12:37:54, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8047, loss_cls: 1.7513, loss: 1.7513, grad_norm: 3.9834 2021-06-26 02:41:15,891 - mmaction - INFO - Epoch [149][1440/1879] lr: 1.216e-02, eta: 1 day, 12:37:09, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.0827 2021-06-26 02:42:00,674 - mmaction - INFO - Epoch [149][1460/1879] lr: 1.216e-02, eta: 1 day, 12:36:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.2042 2021-06-26 02:42:45,327 - mmaction - INFO - Epoch [149][1480/1879] lr: 1.216e-02, eta: 1 day, 12:35:39, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8098, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.0497 2021-06-26 02:43:29,895 - mmaction - INFO - Epoch [149][1500/1879] lr: 1.216e-02, eta: 1 day, 12:34:54, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8176, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.0255 2021-06-26 02:44:14,434 - mmaction - INFO - Epoch [149][1520/1879] lr: 1.216e-02, eta: 1 day, 12:34:09, time: 2.227, data_time: 0.001, memory: 7544, top1_acc: 0.5820, top5_acc: 0.8141, loss_cls: 1.7024, loss: 1.7024, grad_norm: 3.9849 2021-06-26 02:44:59,190 - mmaction - INFO - Epoch [149][1540/1879] lr: 1.216e-02, eta: 1 day, 12:33:24, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6027, top5_acc: 0.8203, loss_cls: 1.6572, loss: 1.6572, grad_norm: 3.9619 2021-06-26 02:45:43,724 - mmaction - INFO - Epoch [149][1560/1879] lr: 1.216e-02, eta: 1 day, 12:32:39, time: 2.227, data_time: 0.000, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8195, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.0900 2021-06-26 02:46:28,336 - mmaction - INFO - Epoch [149][1580/1879] lr: 1.216e-02, eta: 1 day, 12:31:54, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5699, top5_acc: 0.7832, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.1031 2021-06-26 02:47:12,965 - mmaction - INFO - Epoch [149][1600/1879] lr: 1.216e-02, eta: 1 day, 12:31:09, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.0421 2021-06-26 02:47:57,537 - mmaction - INFO - Epoch [149][1620/1879] lr: 1.216e-02, eta: 1 day, 12:30:24, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8176, loss_cls: 1.6692, loss: 1.6692, grad_norm: 4.0615 2021-06-26 02:48:42,260 - mmaction - INFO - Epoch [149][1640/1879] lr: 1.216e-02, eta: 1 day, 12:29:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.7043, loss: 1.7043, grad_norm: 4.0005 2021-06-26 02:49:27,016 - mmaction - INFO - Epoch [149][1660/1879] lr: 1.216e-02, eta: 1 day, 12:28:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5809, top5_acc: 0.8078, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.9828 2021-06-26 02:50:11,708 - mmaction - INFO - Epoch [149][1680/1879] lr: 1.216e-02, eta: 1 day, 12:28:09, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8074, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.0508 2021-06-26 02:50:56,409 - mmaction - INFO - Epoch [149][1700/1879] lr: 1.216e-02, eta: 1 day, 12:27:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8129, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.0718 2021-06-26 02:51:41,132 - mmaction - INFO - Epoch [149][1720/1879] lr: 1.216e-02, eta: 1 day, 12:26:39, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8277, loss_cls: 1.6232, loss: 1.6232, grad_norm: 4.0454 2021-06-26 02:52:25,804 - mmaction - INFO - Epoch [149][1740/1879] lr: 1.216e-02, eta: 1 day, 12:25:54, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8172, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.2118 2021-06-26 02:53:10,419 - mmaction - INFO - Epoch [149][1760/1879] lr: 1.216e-02, eta: 1 day, 12:25:09, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8168, loss_cls: 1.6884, loss: 1.6884, grad_norm: 3.9957 2021-06-26 02:53:55,074 - mmaction - INFO - Epoch [149][1780/1879] lr: 1.216e-02, eta: 1 day, 12:24:24, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8035, loss_cls: 1.7502, loss: 1.7502, grad_norm: 3.9921 2021-06-26 02:54:39,800 - mmaction - INFO - Epoch [149][1800/1879] lr: 1.216e-02, eta: 1 day, 12:23:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5719, top5_acc: 0.8004, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.1778 2021-06-26 02:55:24,416 - mmaction - INFO - Epoch [149][1820/1879] lr: 1.216e-02, eta: 1 day, 12:22:54, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8113, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.1353 2021-06-26 02:56:09,244 - mmaction - INFO - Epoch [149][1840/1879] lr: 1.216e-02, eta: 1 day, 12:22:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8105, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.0611 2021-06-26 02:56:53,827 - mmaction - INFO - Epoch [149][1860/1879] lr: 1.216e-02, eta: 1 day, 12:21:24, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8176, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.0503 2021-06-26 02:57:36,736 - mmaction - INFO - Saving checkpoint at 149 epochs 2021-06-26 02:59:08,533 - mmaction - INFO - Epoch [150][20/1879] lr: 1.143e-02, eta: 1 day, 12:19:57, time: 4.545, data_time: 2.259, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6993, loss: 1.6993, grad_norm: 3.9691 2021-06-26 02:59:53,354 - mmaction - INFO - Epoch [150][40/1879] lr: 1.143e-02, eta: 1 day, 12:19:12, time: 2.244, data_time: 0.006, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8207, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.0757 2021-06-26 03:00:38,098 - mmaction - INFO - Epoch [150][60/1879] lr: 1.143e-02, eta: 1 day, 12:18:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8164, loss_cls: 1.6896, loss: 1.6896, grad_norm: 4.0468 2021-06-26 03:01:22,832 - mmaction - INFO - Epoch [150][80/1879] lr: 1.143e-02, eta: 1 day, 12:17:42, time: 2.237, data_time: 0.002, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8121, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.1512 2021-06-26 03:02:07,774 - mmaction - INFO - Epoch [150][100/1879] lr: 1.143e-02, eta: 1 day, 12:16:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8039, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.0726 2021-06-26 03:02:52,445 - mmaction - INFO - Epoch [150][120/1879] lr: 1.143e-02, eta: 1 day, 12:16:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8238, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.0264 2021-06-26 03:03:37,374 - mmaction - INFO - Epoch [150][140/1879] lr: 1.143e-02, eta: 1 day, 12:15:27, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8043, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.1072 2021-06-26 03:04:22,080 - mmaction - INFO - Epoch [150][160/1879] lr: 1.143e-02, eta: 1 day, 12:14:42, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6461, loss: 1.6461, grad_norm: 3.9094 2021-06-26 03:05:06,864 - mmaction - INFO - Epoch [150][180/1879] lr: 1.143e-02, eta: 1 day, 12:13:57, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8266, loss_cls: 1.6283, loss: 1.6283, grad_norm: 3.9965 2021-06-26 03:05:51,639 - mmaction - INFO - Epoch [150][200/1879] lr: 1.143e-02, eta: 1 day, 12:13:12, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6090, top5_acc: 0.8086, loss_cls: 1.6488, loss: 1.6488, grad_norm: 3.9914 2021-06-26 03:06:36,361 - mmaction - INFO - Epoch [150][220/1879] lr: 1.143e-02, eta: 1 day, 12:12:28, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8086, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.9975 2021-06-26 03:07:21,126 - mmaction - INFO - Epoch [150][240/1879] lr: 1.143e-02, eta: 1 day, 12:11:43, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6035, top5_acc: 0.8172, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.0109 2021-06-26 03:08:05,844 - mmaction - INFO - Epoch [150][260/1879] lr: 1.143e-02, eta: 1 day, 12:10:58, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8223, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.0332 2021-06-26 03:08:50,481 - mmaction - INFO - Epoch [150][280/1879] lr: 1.143e-02, eta: 1 day, 12:10:13, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8125, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.0855 2021-06-26 03:09:35,254 - mmaction - INFO - Epoch [150][300/1879] lr: 1.143e-02, eta: 1 day, 12:09:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8211, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.1582 2021-06-26 03:10:20,157 - mmaction - INFO - Epoch [150][320/1879] lr: 1.143e-02, eta: 1 day, 12:08:43, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8285, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.1703 2021-06-26 03:11:04,943 - mmaction - INFO - Epoch [150][340/1879] lr: 1.143e-02, eta: 1 day, 12:07:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6027, top5_acc: 0.8160, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.0599 2021-06-26 03:11:49,725 - mmaction - INFO - Epoch [150][360/1879] lr: 1.143e-02, eta: 1 day, 12:07:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.0937 2021-06-26 03:12:34,498 - mmaction - INFO - Epoch [150][380/1879] lr: 1.143e-02, eta: 1 day, 12:06:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8238, loss_cls: 1.6633, loss: 1.6633, grad_norm: 4.1080 2021-06-26 03:13:19,275 - mmaction - INFO - Epoch [150][400/1879] lr: 1.143e-02, eta: 1 day, 12:05:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8145, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.0984 2021-06-26 03:14:04,036 - mmaction - INFO - Epoch [150][420/1879] lr: 1.143e-02, eta: 1 day, 12:04:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.0079 2021-06-26 03:14:48,884 - mmaction - INFO - Epoch [150][440/1879] lr: 1.143e-02, eta: 1 day, 12:04:13, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8242, loss_cls: 1.6465, loss: 1.6465, grad_norm: 4.0951 2021-06-26 03:15:33,649 - mmaction - INFO - Epoch [150][460/1879] lr: 1.143e-02, eta: 1 day, 12:03:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8176, loss_cls: 1.6668, loss: 1.6668, grad_norm: 4.0411 2021-06-26 03:16:18,404 - mmaction - INFO - Epoch [150][480/1879] lr: 1.143e-02, eta: 1 day, 12:02:43, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8176, loss_cls: 1.6281, loss: 1.6281, grad_norm: 3.9282 2021-06-26 03:17:03,124 - mmaction - INFO - Epoch [150][500/1879] lr: 1.143e-02, eta: 1 day, 12:01:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.0219 2021-06-26 03:17:47,901 - mmaction - INFO - Epoch [150][520/1879] lr: 1.143e-02, eta: 1 day, 12:01:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8133, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.1358 2021-06-26 03:18:32,688 - mmaction - INFO - Epoch [150][540/1879] lr: 1.143e-02, eta: 1 day, 12:00:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8082, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.0933 2021-06-26 03:19:17,416 - mmaction - INFO - Epoch [150][560/1879] lr: 1.143e-02, eta: 1 day, 11:59:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8180, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.0675 2021-06-26 03:20:02,188 - mmaction - INFO - Epoch [150][580/1879] lr: 1.143e-02, eta: 1 day, 11:58:58, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8113, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.0094 2021-06-26 03:20:46,883 - mmaction - INFO - Epoch [150][600/1879] lr: 1.143e-02, eta: 1 day, 11:58:13, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.6736, loss: 1.6736, grad_norm: 4.1035 2021-06-26 03:21:31,474 - mmaction - INFO - Epoch [150][620/1879] lr: 1.143e-02, eta: 1 day, 11:57:28, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8152, loss_cls: 1.6354, loss: 1.6354, grad_norm: 4.1189 2021-06-26 03:22:16,320 - mmaction - INFO - Epoch [150][640/1879] lr: 1.143e-02, eta: 1 day, 11:56:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8125, loss_cls: 1.6815, loss: 1.6815, grad_norm: 4.1027 2021-06-26 03:23:01,112 - mmaction - INFO - Epoch [150][660/1879] lr: 1.143e-02, eta: 1 day, 11:55:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8066, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.0729 2021-06-26 03:23:45,799 - mmaction - INFO - Epoch [150][680/1879] lr: 1.143e-02, eta: 1 day, 11:55:13, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6576, loss: 1.6576, grad_norm: 3.9345 2021-06-26 03:24:30,417 - mmaction - INFO - Epoch [150][700/1879] lr: 1.143e-02, eta: 1 day, 11:54:28, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8137, loss_cls: 1.6798, loss: 1.6798, grad_norm: 4.0138 2021-06-26 03:25:15,231 - mmaction - INFO - Epoch [150][720/1879] lr: 1.143e-02, eta: 1 day, 11:53:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5898, top5_acc: 0.8043, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.1565 2021-06-26 03:25:59,966 - mmaction - INFO - Epoch [150][740/1879] lr: 1.143e-02, eta: 1 day, 11:52:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8078, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.0304 2021-06-26 03:26:44,790 - mmaction - INFO - Epoch [150][760/1879] lr: 1.143e-02, eta: 1 day, 11:52:14, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5984, top5_acc: 0.7996, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.0665 2021-06-26 03:27:29,585 - mmaction - INFO - Epoch [150][780/1879] lr: 1.143e-02, eta: 1 day, 11:51:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5730, top5_acc: 0.7980, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.0126 2021-06-26 03:28:14,329 - mmaction - INFO - Epoch [150][800/1879] lr: 1.143e-02, eta: 1 day, 11:50:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8270, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.0799 2021-06-26 03:28:59,084 - mmaction - INFO - Epoch [150][820/1879] lr: 1.143e-02, eta: 1 day, 11:49:59, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8172, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.1420 2021-06-26 03:29:43,842 - mmaction - INFO - Epoch [150][840/1879] lr: 1.143e-02, eta: 1 day, 11:49:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.1225 2021-06-26 03:30:28,545 - mmaction - INFO - Epoch [150][860/1879] lr: 1.143e-02, eta: 1 day, 11:48:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8117, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.0560 2021-06-26 03:31:13,252 - mmaction - INFO - Epoch [150][880/1879] lr: 1.143e-02, eta: 1 day, 11:47:44, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5984, top5_acc: 0.8145, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.0387 2021-06-26 03:31:57,963 - mmaction - INFO - Epoch [150][900/1879] lr: 1.143e-02, eta: 1 day, 11:46:59, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6004, top5_acc: 0.8203, loss_cls: 1.6496, loss: 1.6496, grad_norm: 4.1574 2021-06-26 03:32:42,738 - mmaction - INFO - Epoch [150][920/1879] lr: 1.143e-02, eta: 1 day, 11:46:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8098, loss_cls: 1.6708, loss: 1.6708, grad_norm: 4.1387 2021-06-26 03:33:27,495 - mmaction - INFO - Epoch [150][940/1879] lr: 1.143e-02, eta: 1 day, 11:45:29, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8168, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.1012 2021-06-26 03:34:12,105 - mmaction - INFO - Epoch [150][960/1879] lr: 1.143e-02, eta: 1 day, 11:44:44, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.5871, top5_acc: 0.8113, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.1913 2021-06-26 03:34:56,757 - mmaction - INFO - Epoch [150][980/1879] lr: 1.143e-02, eta: 1 day, 11:43:59, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6482, loss: 1.6482, grad_norm: 4.0727 2021-06-26 03:35:41,461 - mmaction - INFO - Epoch [150][1000/1879] lr: 1.143e-02, eta: 1 day, 11:43:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6004, top5_acc: 0.8234, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.1234 2021-06-26 03:36:26,253 - mmaction - INFO - Epoch [150][1020/1879] lr: 1.143e-02, eta: 1 day, 11:42:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6090, top5_acc: 0.8215, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.1931 2021-06-26 03:37:11,128 - mmaction - INFO - Epoch [150][1040/1879] lr: 1.143e-02, eta: 1 day, 11:41:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8277, loss_cls: 1.6162, loss: 1.6162, grad_norm: 4.0851 2021-06-26 03:37:55,841 - mmaction - INFO - Epoch [150][1060/1879] lr: 1.143e-02, eta: 1 day, 11:40:59, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8262, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.0501 2021-06-26 03:38:40,542 - mmaction - INFO - Epoch [150][1080/1879] lr: 1.143e-02, eta: 1 day, 11:40:14, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.1888 2021-06-26 03:39:25,231 - mmaction - INFO - Epoch [150][1100/1879] lr: 1.143e-02, eta: 1 day, 11:39:29, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8172, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.0505 2021-06-26 03:40:09,974 - mmaction - INFO - Epoch [150][1120/1879] lr: 1.143e-02, eta: 1 day, 11:38:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.1454 2021-06-26 03:40:54,651 - mmaction - INFO - Epoch [150][1140/1879] lr: 1.143e-02, eta: 1 day, 11:37:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5859, top5_acc: 0.8090, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.1620 2021-06-26 03:41:39,279 - mmaction - INFO - Epoch [150][1160/1879] lr: 1.143e-02, eta: 1 day, 11:37:14, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8148, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.1569 2021-06-26 03:42:23,967 - mmaction - INFO - Epoch [150][1180/1879] lr: 1.143e-02, eta: 1 day, 11:36:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5973, top5_acc: 0.8059, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.2110 2021-06-26 03:43:08,573 - mmaction - INFO - Epoch [150][1200/1879] lr: 1.143e-02, eta: 1 day, 11:35:44, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8109, loss_cls: 1.6995, loss: 1.6995, grad_norm: 4.1026 2021-06-26 03:43:53,391 - mmaction - INFO - Epoch [150][1220/1879] lr: 1.143e-02, eta: 1 day, 11:34:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8215, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.1110 2021-06-26 03:44:38,122 - mmaction - INFO - Epoch [150][1240/1879] lr: 1.143e-02, eta: 1 day, 11:34:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.0597 2021-06-26 03:45:22,817 - mmaction - INFO - Epoch [150][1260/1879] lr: 1.143e-02, eta: 1 day, 11:33:29, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8043, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.1218 2021-06-26 03:46:07,647 - mmaction - INFO - Epoch [150][1280/1879] lr: 1.143e-02, eta: 1 day, 11:32:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8016, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.1490 2021-06-26 03:46:52,485 - mmaction - INFO - Epoch [150][1300/1879] lr: 1.143e-02, eta: 1 day, 11:32:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8098, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.0943 2021-06-26 03:47:37,227 - mmaction - INFO - Epoch [150][1320/1879] lr: 1.143e-02, eta: 1 day, 11:31:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8238, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.0958 2021-06-26 03:48:22,003 - mmaction - INFO - Epoch [150][1340/1879] lr: 1.143e-02, eta: 1 day, 11:30:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8121, loss_cls: 1.6852, loss: 1.6852, grad_norm: 4.0967 2021-06-26 03:49:06,711 - mmaction - INFO - Epoch [150][1360/1879] lr: 1.143e-02, eta: 1 day, 11:29:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.2007 2021-06-26 03:49:51,568 - mmaction - INFO - Epoch [150][1380/1879] lr: 1.143e-02, eta: 1 day, 11:29:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8109, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.1526 2021-06-26 03:50:36,338 - mmaction - INFO - Epoch [150][1400/1879] lr: 1.143e-02, eta: 1 day, 11:28:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8113, loss_cls: 1.6874, loss: 1.6874, grad_norm: 4.0521 2021-06-26 03:51:21,024 - mmaction - INFO - Epoch [150][1420/1879] lr: 1.143e-02, eta: 1 day, 11:27:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8199, loss_cls: 1.6510, loss: 1.6510, grad_norm: 4.0448 2021-06-26 03:52:05,922 - mmaction - INFO - Epoch [150][1440/1879] lr: 1.143e-02, eta: 1 day, 11:26:45, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.5801, top5_acc: 0.8082, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.1134 2021-06-26 03:52:50,621 - mmaction - INFO - Epoch [150][1460/1879] lr: 1.143e-02, eta: 1 day, 11:26:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8098, loss_cls: 1.6870, loss: 1.6870, grad_norm: 4.0683 2021-06-26 03:53:35,357 - mmaction - INFO - Epoch [150][1480/1879] lr: 1.143e-02, eta: 1 day, 11:25:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7272, loss: 1.7272, grad_norm: 4.1928 2021-06-26 03:54:20,210 - mmaction - INFO - Epoch [150][1500/1879] lr: 1.143e-02, eta: 1 day, 11:24:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8156, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.0284 2021-06-26 03:55:04,806 - mmaction - INFO - Epoch [150][1520/1879] lr: 1.143e-02, eta: 1 day, 11:23:45, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.5675, loss: 1.5675, grad_norm: 3.9924 2021-06-26 03:55:49,510 - mmaction - INFO - Epoch [150][1540/1879] lr: 1.143e-02, eta: 1 day, 11:23:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5836, top5_acc: 0.8105, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.2078 2021-06-26 03:56:34,289 - mmaction - INFO - Epoch [150][1560/1879] lr: 1.143e-02, eta: 1 day, 11:22:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8180, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.2077 2021-06-26 03:57:18,919 - mmaction - INFO - Epoch [150][1580/1879] lr: 1.143e-02, eta: 1 day, 11:21:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8113, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.0717 2021-06-26 03:58:03,672 - mmaction - INFO - Epoch [150][1600/1879] lr: 1.143e-02, eta: 1 day, 11:20:45, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5777, top5_acc: 0.7906, loss_cls: 1.8051, loss: 1.8051, grad_norm: 4.2187 2021-06-26 03:58:48,365 - mmaction - INFO - Epoch [150][1620/1879] lr: 1.143e-02, eta: 1 day, 11:20:00, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5965, top5_acc: 0.8000, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.0324 2021-06-26 03:59:32,968 - mmaction - INFO - Epoch [150][1640/1879] lr: 1.143e-02, eta: 1 day, 11:19:15, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8035, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.1882 2021-06-26 04:00:17,571 - mmaction - INFO - Epoch [150][1660/1879] lr: 1.143e-02, eta: 1 day, 11:18:30, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.5941, top5_acc: 0.8051, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.1588 2021-06-26 04:01:02,254 - mmaction - INFO - Epoch [150][1680/1879] lr: 1.143e-02, eta: 1 day, 11:17:45, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5938, top5_acc: 0.8043, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.0928 2021-06-26 04:01:47,068 - mmaction - INFO - Epoch [150][1700/1879] lr: 1.143e-02, eta: 1 day, 11:17:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8215, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.0831 2021-06-26 04:02:31,836 - mmaction - INFO - Epoch [150][1720/1879] lr: 1.143e-02, eta: 1 day, 11:16:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.0736 2021-06-26 04:03:16,525 - mmaction - INFO - Epoch [150][1740/1879] lr: 1.143e-02, eta: 1 day, 11:15:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5918, top5_acc: 0.8105, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.0860 2021-06-26 04:04:01,158 - mmaction - INFO - Epoch [150][1760/1879] lr: 1.143e-02, eta: 1 day, 11:14:45, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.5879, top5_acc: 0.8133, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.1399 2021-06-26 04:04:45,746 - mmaction - INFO - Epoch [150][1780/1879] lr: 1.143e-02, eta: 1 day, 11:14:00, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.1488 2021-06-26 04:05:30,462 - mmaction - INFO - Epoch [150][1800/1879] lr: 1.143e-02, eta: 1 day, 11:13:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.1681 2021-06-26 04:06:15,135 - mmaction - INFO - Epoch [150][1820/1879] lr: 1.143e-02, eta: 1 day, 11:12:30, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6039, top5_acc: 0.8137, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.1283 2021-06-26 04:06:59,785 - mmaction - INFO - Epoch [150][1840/1879] lr: 1.143e-02, eta: 1 day, 11:11:45, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5848, top5_acc: 0.8078, loss_cls: 1.7371, loss: 1.7371, grad_norm: 4.1302 2021-06-26 04:07:44,563 - mmaction - INFO - Epoch [150][1860/1879] lr: 1.143e-02, eta: 1 day, 11:11:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8121, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.1428 2021-06-26 04:08:27,873 - mmaction - INFO - Saving checkpoint at 150 epochs 2021-06-26 04:09:59,880 - mmaction - INFO - Epoch [151][20/1879] lr: 1.072e-02, eta: 1 day, 11:09:34, time: 4.574, data_time: 2.316, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8160, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.0624 2021-06-26 04:10:44,743 - mmaction - INFO - Epoch [151][40/1879] lr: 1.072e-02, eta: 1 day, 11:08:49, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8234, loss_cls: 1.6206, loss: 1.6206, grad_norm: 4.1080 2021-06-26 04:11:29,597 - mmaction - INFO - Epoch [151][60/1879] lr: 1.072e-02, eta: 1 day, 11:08:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8180, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.1889 2021-06-26 04:12:14,359 - mmaction - INFO - Epoch [151][80/1879] lr: 1.072e-02, eta: 1 day, 11:07:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8187, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.1129 2021-06-26 04:12:59,239 - mmaction - INFO - Epoch [151][100/1879] lr: 1.072e-02, eta: 1 day, 11:06:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8281, loss_cls: 1.5954, loss: 1.5954, grad_norm: 4.0645 2021-06-26 04:13:44,003 - mmaction - INFO - Epoch [151][120/1879] lr: 1.072e-02, eta: 1 day, 11:05:49, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8254, loss_cls: 1.6324, loss: 1.6324, grad_norm: 4.0932 2021-06-26 04:14:28,851 - mmaction - INFO - Epoch [151][140/1879] lr: 1.072e-02, eta: 1 day, 11:05:04, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8293, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.1012 2021-06-26 04:15:13,675 - mmaction - INFO - Epoch [151][160/1879] lr: 1.072e-02, eta: 1 day, 11:04:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6442, loss: 1.6442, grad_norm: 4.1432 2021-06-26 04:15:58,553 - mmaction - INFO - Epoch [151][180/1879] lr: 1.072e-02, eta: 1 day, 11:03:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.1176 2021-06-26 04:16:43,452 - mmaction - INFO - Epoch [151][200/1879] lr: 1.072e-02, eta: 1 day, 11:02:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8102, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.1264 2021-06-26 04:17:28,292 - mmaction - INFO - Epoch [151][220/1879] lr: 1.072e-02, eta: 1 day, 11:02:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8223, loss_cls: 1.6344, loss: 1.6344, grad_norm: 4.1641 2021-06-26 04:18:13,139 - mmaction - INFO - Epoch [151][240/1879] lr: 1.072e-02, eta: 1 day, 11:01:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8098, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.1321 2021-06-26 04:18:57,981 - mmaction - INFO - Epoch [151][260/1879] lr: 1.072e-02, eta: 1 day, 11:00:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8277, loss_cls: 1.6038, loss: 1.6038, grad_norm: 4.1392 2021-06-26 04:19:42,639 - mmaction - INFO - Epoch [151][280/1879] lr: 1.072e-02, eta: 1 day, 10:59:49, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8285, loss_cls: 1.6400, loss: 1.6400, grad_norm: 4.1870 2021-06-26 04:20:27,589 - mmaction - INFO - Epoch [151][300/1879] lr: 1.072e-02, eta: 1 day, 10:59:05, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.2082 2021-06-26 04:21:12,272 - mmaction - INFO - Epoch [151][320/1879] lr: 1.072e-02, eta: 1 day, 10:58:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8234, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.1208 2021-06-26 04:21:57,092 - mmaction - INFO - Epoch [151][340/1879] lr: 1.072e-02, eta: 1 day, 10:57:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8223, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.2177 2021-06-26 04:22:41,891 - mmaction - INFO - Epoch [151][360/1879] lr: 1.072e-02, eta: 1 day, 10:56:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8184, loss_cls: 1.6571, loss: 1.6571, grad_norm: 4.1047 2021-06-26 04:23:26,668 - mmaction - INFO - Epoch [151][380/1879] lr: 1.072e-02, eta: 1 day, 10:56:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8152, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.0557 2021-06-26 04:24:11,669 - mmaction - INFO - Epoch [151][400/1879] lr: 1.072e-02, eta: 1 day, 10:55:20, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6373, loss: 1.6373, grad_norm: 4.1022 2021-06-26 04:24:56,574 - mmaction - INFO - Epoch [151][420/1879] lr: 1.072e-02, eta: 1 day, 10:54:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8121, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.2776 2021-06-26 04:25:41,438 - mmaction - INFO - Epoch [151][440/1879] lr: 1.072e-02, eta: 1 day, 10:53:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.6948, loss: 1.6948, grad_norm: 4.2718 2021-06-26 04:26:26,222 - mmaction - INFO - Epoch [151][460/1879] lr: 1.072e-02, eta: 1 day, 10:53:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8387, loss_cls: 1.6047, loss: 1.6047, grad_norm: 4.1063 2021-06-26 04:27:10,990 - mmaction - INFO - Epoch [151][480/1879] lr: 1.072e-02, eta: 1 day, 10:52:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6066, top5_acc: 0.8207, loss_cls: 1.6418, loss: 1.6418, grad_norm: 4.0738 2021-06-26 04:27:55,754 - mmaction - INFO - Epoch [151][500/1879] lr: 1.072e-02, eta: 1 day, 10:51:35, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5973, top5_acc: 0.8242, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.1406 2021-06-26 04:28:40,622 - mmaction - INFO - Epoch [151][520/1879] lr: 1.072e-02, eta: 1 day, 10:50:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.0514 2021-06-26 04:29:25,362 - mmaction - INFO - Epoch [151][540/1879] lr: 1.072e-02, eta: 1 day, 10:50:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.1091 2021-06-26 04:30:10,163 - mmaction - INFO - Epoch [151][560/1879] lr: 1.072e-02, eta: 1 day, 10:49:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8184, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.1082 2021-06-26 04:30:55,019 - mmaction - INFO - Epoch [151][580/1879] lr: 1.072e-02, eta: 1 day, 10:48:35, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8191, loss_cls: 1.6284, loss: 1.6284, grad_norm: 4.0541 2021-06-26 04:31:39,819 - mmaction - INFO - Epoch [151][600/1879] lr: 1.072e-02, eta: 1 day, 10:47:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8137, loss_cls: 1.6971, loss: 1.6971, grad_norm: 3.9886 2021-06-26 04:32:24,586 - mmaction - INFO - Epoch [151][620/1879] lr: 1.072e-02, eta: 1 day, 10:47:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8242, loss_cls: 1.6265, loss: 1.6265, grad_norm: 4.2440 2021-06-26 04:33:09,281 - mmaction - INFO - Epoch [151][640/1879] lr: 1.072e-02, eta: 1 day, 10:46:20, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8137, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.2100 2021-06-26 04:33:54,080 - mmaction - INFO - Epoch [151][660/1879] lr: 1.072e-02, eta: 1 day, 10:45:35, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8176, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.2256 2021-06-26 04:34:38,820 - mmaction - INFO - Epoch [151][680/1879] lr: 1.072e-02, eta: 1 day, 10:44:50, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.1710 2021-06-26 04:35:23,660 - mmaction - INFO - Epoch [151][700/1879] lr: 1.072e-02, eta: 1 day, 10:44:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.1187 2021-06-26 04:36:08,460 - mmaction - INFO - Epoch [151][720/1879] lr: 1.072e-02, eta: 1 day, 10:43:21, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8082, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.0974 2021-06-26 04:36:53,175 - mmaction - INFO - Epoch [151][740/1879] lr: 1.072e-02, eta: 1 day, 10:42:36, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8242, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.2038 2021-06-26 04:37:37,943 - mmaction - INFO - Epoch [151][760/1879] lr: 1.072e-02, eta: 1 day, 10:41:51, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.6030, loss: 1.6030, grad_norm: 4.0291 2021-06-26 04:38:22,772 - mmaction - INFO - Epoch [151][780/1879] lr: 1.072e-02, eta: 1 day, 10:41:06, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6207, top5_acc: 0.8125, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.0672 2021-06-26 04:39:07,459 - mmaction - INFO - Epoch [151][800/1879] lr: 1.072e-02, eta: 1 day, 10:40:21, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.1477 2021-06-26 04:39:52,282 - mmaction - INFO - Epoch [151][820/1879] lr: 1.072e-02, eta: 1 day, 10:39:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8160, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.0281 2021-06-26 04:40:37,131 - mmaction - INFO - Epoch [151][840/1879] lr: 1.072e-02, eta: 1 day, 10:38:51, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8289, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.0003 2021-06-26 04:41:21,952 - mmaction - INFO - Epoch [151][860/1879] lr: 1.072e-02, eta: 1 day, 10:38:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5824, top5_acc: 0.8129, loss_cls: 1.7217, loss: 1.7217, grad_norm: 4.3355 2021-06-26 04:42:06,738 - mmaction - INFO - Epoch [151][880/1879] lr: 1.072e-02, eta: 1 day, 10:37:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.1033 2021-06-26 04:42:51,325 - mmaction - INFO - Epoch [151][900/1879] lr: 1.072e-02, eta: 1 day, 10:36:36, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8195, loss_cls: 1.6489, loss: 1.6489, grad_norm: 4.0983 2021-06-26 04:43:36,292 - mmaction - INFO - Epoch [151][920/1879] lr: 1.072e-02, eta: 1 day, 10:35:51, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8242, loss_cls: 1.5972, loss: 1.5972, grad_norm: 4.0410 2021-06-26 04:44:21,085 - mmaction - INFO - Epoch [151][940/1879] lr: 1.072e-02, eta: 1 day, 10:35:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8207, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.1098 2021-06-26 04:45:05,811 - mmaction - INFO - Epoch [151][960/1879] lr: 1.072e-02, eta: 1 day, 10:34:21, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8152, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.1500 2021-06-26 04:45:50,518 - mmaction - INFO - Epoch [151][980/1879] lr: 1.072e-02, eta: 1 day, 10:33:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.5953, top5_acc: 0.8215, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.1632 2021-06-26 04:46:35,184 - mmaction - INFO - Epoch [151][1000/1879] lr: 1.072e-02, eta: 1 day, 10:32:51, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8184, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.0981 2021-06-26 04:47:19,932 - mmaction - INFO - Epoch [151][1020/1879] lr: 1.072e-02, eta: 1 day, 10:32:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8184, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.1031 2021-06-26 04:48:04,723 - mmaction - INFO - Epoch [151][1040/1879] lr: 1.072e-02, eta: 1 day, 10:31:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8168, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.2302 2021-06-26 04:48:49,528 - mmaction - INFO - Epoch [151][1060/1879] lr: 1.072e-02, eta: 1 day, 10:30:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8246, loss_cls: 1.6701, loss: 1.6701, grad_norm: 4.2206 2021-06-26 04:49:34,223 - mmaction - INFO - Epoch [151][1080/1879] lr: 1.072e-02, eta: 1 day, 10:29:51, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6035, top5_acc: 0.8086, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.2746 2021-06-26 04:50:19,031 - mmaction - INFO - Epoch [151][1100/1879] lr: 1.072e-02, eta: 1 day, 10:29:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8156, loss_cls: 1.6569, loss: 1.6569, grad_norm: 4.0697 2021-06-26 04:51:03,810 - mmaction - INFO - Epoch [151][1120/1879] lr: 1.072e-02, eta: 1 day, 10:28:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5926, top5_acc: 0.8187, loss_cls: 1.6801, loss: 1.6801, grad_norm: 4.1665 2021-06-26 04:51:48,492 - mmaction - INFO - Epoch [151][1140/1879] lr: 1.072e-02, eta: 1 day, 10:27:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8113, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.1439 2021-06-26 04:52:33,249 - mmaction - INFO - Epoch [151][1160/1879] lr: 1.072e-02, eta: 1 day, 10:26:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8172, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.0288 2021-06-26 04:53:17,906 - mmaction - INFO - Epoch [151][1180/1879] lr: 1.072e-02, eta: 1 day, 10:26:07, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8160, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.0954 2021-06-26 04:54:02,790 - mmaction - INFO - Epoch [151][1200/1879] lr: 1.072e-02, eta: 1 day, 10:25:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.2239 2021-06-26 04:54:47,480 - mmaction - INFO - Epoch [151][1220/1879] lr: 1.072e-02, eta: 1 day, 10:24:37, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8152, loss_cls: 1.6784, loss: 1.6784, grad_norm: 4.1511 2021-06-26 04:55:32,194 - mmaction - INFO - Epoch [151][1240/1879] lr: 1.072e-02, eta: 1 day, 10:23:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5762, top5_acc: 0.8039, loss_cls: 1.7611, loss: 1.7611, grad_norm: 4.2191 2021-06-26 04:56:17,018 - mmaction - INFO - Epoch [151][1260/1879] lr: 1.072e-02, eta: 1 day, 10:23:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.1644 2021-06-26 04:57:01,704 - mmaction - INFO - Epoch [151][1280/1879] lr: 1.072e-02, eta: 1 day, 10:22:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8230, loss_cls: 1.6538, loss: 1.6538, grad_norm: 4.1456 2021-06-26 04:57:46,527 - mmaction - INFO - Epoch [151][1300/1879] lr: 1.072e-02, eta: 1 day, 10:21:37, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6382, loss: 1.6382, grad_norm: 4.1192 2021-06-26 04:58:31,421 - mmaction - INFO - Epoch [151][1320/1879] lr: 1.072e-02, eta: 1 day, 10:20:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8141, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.0710 2021-06-26 04:59:16,229 - mmaction - INFO - Epoch [151][1340/1879] lr: 1.072e-02, eta: 1 day, 10:20:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.1243 2021-06-26 05:00:01,087 - mmaction - INFO - Epoch [151][1360/1879] lr: 1.072e-02, eta: 1 day, 10:19:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.2408 2021-06-26 05:00:45,841 - mmaction - INFO - Epoch [151][1380/1879] lr: 1.072e-02, eta: 1 day, 10:18:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8266, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.2188 2021-06-26 05:01:30,618 - mmaction - INFO - Epoch [151][1400/1879] lr: 1.072e-02, eta: 1 day, 10:17:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8199, loss_cls: 1.6728, loss: 1.6728, grad_norm: 4.1594 2021-06-26 05:02:15,540 - mmaction - INFO - Epoch [151][1420/1879] lr: 1.072e-02, eta: 1 day, 10:17:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.0745 2021-06-26 05:03:00,350 - mmaction - INFO - Epoch [151][1440/1879] lr: 1.072e-02, eta: 1 day, 10:16:22, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8293, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.1906 2021-06-26 05:03:45,103 - mmaction - INFO - Epoch [151][1460/1879] lr: 1.072e-02, eta: 1 day, 10:15:37, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8176, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.0520 2021-06-26 05:04:29,948 - mmaction - INFO - Epoch [151][1480/1879] lr: 1.072e-02, eta: 1 day, 10:14:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8129, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.1629 2021-06-26 05:05:14,865 - mmaction - INFO - Epoch [151][1500/1879] lr: 1.072e-02, eta: 1 day, 10:14:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8184, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.0642 2021-06-26 05:05:59,711 - mmaction - INFO - Epoch [151][1520/1879] lr: 1.072e-02, eta: 1 day, 10:13:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.5902, top5_acc: 0.8063, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.1849 2021-06-26 05:06:44,527 - mmaction - INFO - Epoch [151][1540/1879] lr: 1.072e-02, eta: 1 day, 10:12:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.2521 2021-06-26 05:07:29,307 - mmaction - INFO - Epoch [151][1560/1879] lr: 1.072e-02, eta: 1 day, 10:11:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5906, top5_acc: 0.8035, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.1664 2021-06-26 05:08:14,119 - mmaction - INFO - Epoch [151][1580/1879] lr: 1.072e-02, eta: 1 day, 10:11:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5977, top5_acc: 0.8129, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.1843 2021-06-26 05:08:58,809 - mmaction - INFO - Epoch [151][1600/1879] lr: 1.072e-02, eta: 1 day, 10:10:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6755, loss: 1.6755, grad_norm: 4.0501 2021-06-26 05:09:43,382 - mmaction - INFO - Epoch [151][1620/1879] lr: 1.072e-02, eta: 1 day, 10:09:38, time: 2.229, data_time: 0.000, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.1912 2021-06-26 05:10:28,056 - mmaction - INFO - Epoch [151][1640/1879] lr: 1.072e-02, eta: 1 day, 10:08:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.1019 2021-06-26 05:11:12,768 - mmaction - INFO - Epoch [151][1660/1879] lr: 1.072e-02, eta: 1 day, 10:08:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8168, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.1425 2021-06-26 05:11:57,500 - mmaction - INFO - Epoch [151][1680/1879] lr: 1.072e-02, eta: 1 day, 10:07:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8102, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.2727 2021-06-26 05:12:42,239 - mmaction - INFO - Epoch [151][1700/1879] lr: 1.072e-02, eta: 1 day, 10:06:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.0710 2021-06-26 05:13:27,047 - mmaction - INFO - Epoch [151][1720/1879] lr: 1.072e-02, eta: 1 day, 10:05:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.1672 2021-06-26 05:14:11,863 - mmaction - INFO - Epoch [151][1740/1879] lr: 1.072e-02, eta: 1 day, 10:05:08, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.5844, top5_acc: 0.8090, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.1779 2021-06-26 05:14:56,454 - mmaction - INFO - Epoch [151][1760/1879] lr: 1.072e-02, eta: 1 day, 10:04:23, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.5934, top5_acc: 0.8156, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.1909 2021-06-26 05:15:41,260 - mmaction - INFO - Epoch [151][1780/1879] lr: 1.072e-02, eta: 1 day, 10:03:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5863, top5_acc: 0.8145, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.1045 2021-06-26 05:16:25,981 - mmaction - INFO - Epoch [151][1800/1879] lr: 1.072e-02, eta: 1 day, 10:02:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6344, loss: 1.6344, grad_norm: 3.9871 2021-06-26 05:17:10,786 - mmaction - INFO - Epoch [151][1820/1879] lr: 1.072e-02, eta: 1 day, 10:02:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5852, top5_acc: 0.8098, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.2621 2021-06-26 05:17:55,537 - mmaction - INFO - Epoch [151][1840/1879] lr: 1.072e-02, eta: 1 day, 10:01:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6109, top5_acc: 0.8238, loss_cls: 1.6206, loss: 1.6206, grad_norm: 4.1228 2021-06-26 05:18:40,268 - mmaction - INFO - Epoch [151][1860/1879] lr: 1.072e-02, eta: 1 day, 10:00:38, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8254, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.1938 2021-06-26 05:19:23,245 - mmaction - INFO - Saving checkpoint at 151 epochs 2021-06-26 05:20:55,393 - mmaction - INFO - Epoch [152][20/1879] lr: 1.003e-02, eta: 1 day, 9:59:11, time: 4.592, data_time: 2.333, memory: 7544, top1_acc: 0.6035, top5_acc: 0.8195, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.1519 2021-06-26 05:21:40,250 - mmaction - INFO - Epoch [152][40/1879] lr: 1.003e-02, eta: 1 day, 9:58:26, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8094, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.0489 2021-06-26 05:22:25,024 - mmaction - INFO - Epoch [152][60/1879] lr: 1.003e-02, eta: 1 day, 9:57:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8187, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.1589 2021-06-26 05:23:09,919 - mmaction - INFO - Epoch [152][80/1879] lr: 1.003e-02, eta: 1 day, 9:56:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8266, loss_cls: 1.6221, loss: 1.6221, grad_norm: 4.1493 2021-06-26 05:23:54,737 - mmaction - INFO - Epoch [152][100/1879] lr: 1.003e-02, eta: 1 day, 9:56:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8199, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.1980 2021-06-26 05:24:39,598 - mmaction - INFO - Epoch [152][120/1879] lr: 1.003e-02, eta: 1 day, 9:55:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.5984, top5_acc: 0.8184, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.0959 2021-06-26 05:25:24,353 - mmaction - INFO - Epoch [152][140/1879] lr: 1.003e-02, eta: 1 day, 9:54:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8238, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.2031 2021-06-26 05:26:09,230 - mmaction - INFO - Epoch [152][160/1879] lr: 1.003e-02, eta: 1 day, 9:53:57, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8328, loss_cls: 1.5603, loss: 1.5603, grad_norm: 4.0314 2021-06-26 05:26:54,091 - mmaction - INFO - Epoch [152][180/1879] lr: 1.003e-02, eta: 1 day, 9:53:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8129, loss_cls: 1.6868, loss: 1.6868, grad_norm: 4.2310 2021-06-26 05:27:38,924 - mmaction - INFO - Epoch [152][200/1879] lr: 1.003e-02, eta: 1 day, 9:52:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5938, top5_acc: 0.8137, loss_cls: 1.7002, loss: 1.7002, grad_norm: 4.0835 2021-06-26 05:28:23,754 - mmaction - INFO - Epoch [152][220/1879] lr: 1.003e-02, eta: 1 day, 9:51:42, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8211, loss_cls: 1.6133, loss: 1.6133, grad_norm: 4.0490 2021-06-26 05:29:08,435 - mmaction - INFO - Epoch [152][240/1879] lr: 1.003e-02, eta: 1 day, 9:50:57, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8254, loss_cls: 1.6576, loss: 1.6576, grad_norm: 4.2054 2021-06-26 05:29:53,311 - mmaction - INFO - Epoch [152][260/1879] lr: 1.003e-02, eta: 1 day, 9:50:12, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8059, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.3526 2021-06-26 05:30:38,034 - mmaction - INFO - Epoch [152][280/1879] lr: 1.003e-02, eta: 1 day, 9:49:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6229, loss: 1.6229, grad_norm: 4.1052 2021-06-26 05:31:22,924 - mmaction - INFO - Epoch [152][300/1879] lr: 1.003e-02, eta: 1 day, 9:48:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8273, loss_cls: 1.6080, loss: 1.6080, grad_norm: 4.1861 2021-06-26 05:32:07,743 - mmaction - INFO - Epoch [152][320/1879] lr: 1.003e-02, eta: 1 day, 9:47:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8199, loss_cls: 1.6395, loss: 1.6395, grad_norm: 4.1889 2021-06-26 05:32:52,599 - mmaction - INFO - Epoch [152][340/1879] lr: 1.003e-02, eta: 1 day, 9:47:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.1938 2021-06-26 05:33:37,389 - mmaction - INFO - Epoch [152][360/1879] lr: 1.003e-02, eta: 1 day, 9:46:27, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5602, loss: 1.5602, grad_norm: 4.2033 2021-06-26 05:34:22,165 - mmaction - INFO - Epoch [152][380/1879] lr: 1.003e-02, eta: 1 day, 9:45:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8184, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.2412 2021-06-26 05:35:06,986 - mmaction - INFO - Epoch [152][400/1879] lr: 1.003e-02, eta: 1 day, 9:44:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5840, top5_acc: 0.8070, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.1941 2021-06-26 05:35:51,928 - mmaction - INFO - Epoch [152][420/1879] lr: 1.003e-02, eta: 1 day, 9:44:13, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.5957, top5_acc: 0.8078, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.2315 2021-06-26 05:36:36,739 - mmaction - INFO - Epoch [152][440/1879] lr: 1.003e-02, eta: 1 day, 9:43:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8191, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.0192 2021-06-26 05:37:21,551 - mmaction - INFO - Epoch [152][460/1879] lr: 1.003e-02, eta: 1 day, 9:42:43, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.1985 2021-06-26 05:38:06,183 - mmaction - INFO - Epoch [152][480/1879] lr: 1.003e-02, eta: 1 day, 9:41:58, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8176, loss_cls: 1.5946, loss: 1.5946, grad_norm: 4.2237 2021-06-26 05:38:50,943 - mmaction - INFO - Epoch [152][500/1879] lr: 1.003e-02, eta: 1 day, 9:41:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8250, loss_cls: 1.6280, loss: 1.6280, grad_norm: 4.2028 2021-06-26 05:39:35,813 - mmaction - INFO - Epoch [152][520/1879] lr: 1.003e-02, eta: 1 day, 9:40:28, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.5832, top5_acc: 0.8055, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.3233 2021-06-26 05:40:20,536 - mmaction - INFO - Epoch [152][540/1879] lr: 1.003e-02, eta: 1 day, 9:39:43, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8242, loss_cls: 1.6355, loss: 1.6355, grad_norm: 4.1803 2021-06-26 05:41:05,415 - mmaction - INFO - Epoch [152][560/1879] lr: 1.003e-02, eta: 1 day, 9:38:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8160, loss_cls: 1.6688, loss: 1.6688, grad_norm: 4.1369 2021-06-26 05:41:50,218 - mmaction - INFO - Epoch [152][580/1879] lr: 1.003e-02, eta: 1 day, 9:38:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8156, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.3000 2021-06-26 05:42:34,990 - mmaction - INFO - Epoch [152][600/1879] lr: 1.003e-02, eta: 1 day, 9:37:28, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8121, loss_cls: 1.6503, loss: 1.6503, grad_norm: 4.0844 2021-06-26 05:43:19,858 - mmaction - INFO - Epoch [152][620/1879] lr: 1.003e-02, eta: 1 day, 9:36:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8145, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.2668 2021-06-26 05:44:04,672 - mmaction - INFO - Epoch [152][640/1879] lr: 1.003e-02, eta: 1 day, 9:35:58, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8316, loss_cls: 1.5730, loss: 1.5730, grad_norm: 4.1125 2021-06-26 05:44:49,321 - mmaction - INFO - Epoch [152][660/1879] lr: 1.003e-02, eta: 1 day, 9:35:13, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5656, loss: 1.5656, grad_norm: 4.0841 2021-06-26 05:45:34,015 - mmaction - INFO - Epoch [152][680/1879] lr: 1.003e-02, eta: 1 day, 9:34:28, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8215, loss_cls: 1.6147, loss: 1.6147, grad_norm: 4.1076 2021-06-26 05:46:18,712 - mmaction - INFO - Epoch [152][700/1879] lr: 1.003e-02, eta: 1 day, 9:33:43, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8215, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.2223 2021-06-26 05:47:03,359 - mmaction - INFO - Epoch [152][720/1879] lr: 1.003e-02, eta: 1 day, 9:32:58, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8285, loss_cls: 1.5628, loss: 1.5628, grad_norm: 4.0614 2021-06-26 05:47:48,072 - mmaction - INFO - Epoch [152][740/1879] lr: 1.003e-02, eta: 1 day, 9:32:13, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8191, loss_cls: 1.6613, loss: 1.6613, grad_norm: 4.2072 2021-06-26 05:48:32,917 - mmaction - INFO - Epoch [152][760/1879] lr: 1.003e-02, eta: 1 day, 9:31:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8164, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.1608 2021-06-26 05:49:17,719 - mmaction - INFO - Epoch [152][780/1879] lr: 1.003e-02, eta: 1 day, 9:30:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5949, top5_acc: 0.8199, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.1432 2021-06-26 05:50:02,440 - mmaction - INFO - Epoch [152][800/1879] lr: 1.003e-02, eta: 1 day, 9:29:58, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5776, loss: 1.5776, grad_norm: 4.1179 2021-06-26 05:50:47,269 - mmaction - INFO - Epoch [152][820/1879] lr: 1.003e-02, eta: 1 day, 9:29:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8250, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.2160 2021-06-26 05:51:32,068 - mmaction - INFO - Epoch [152][840/1879] lr: 1.003e-02, eta: 1 day, 9:28:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.5868, loss: 1.5868, grad_norm: 4.0827 2021-06-26 05:52:16,756 - mmaction - INFO - Epoch [152][860/1879] lr: 1.003e-02, eta: 1 day, 9:27:44, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8160, loss_cls: 1.6809, loss: 1.6809, grad_norm: 4.2719 2021-06-26 05:53:01,527 - mmaction - INFO - Epoch [152][880/1879] lr: 1.003e-02, eta: 1 day, 9:26:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8176, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.2021 2021-06-26 05:53:46,274 - mmaction - INFO - Epoch [152][900/1879] lr: 1.003e-02, eta: 1 day, 9:26:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8176, loss_cls: 1.6582, loss: 1.6582, grad_norm: 4.2705 2021-06-26 05:54:30,904 - mmaction - INFO - Epoch [152][920/1879] lr: 1.003e-02, eta: 1 day, 9:25:29, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8156, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.2556 2021-06-26 05:55:15,630 - mmaction - INFO - Epoch [152][940/1879] lr: 1.003e-02, eta: 1 day, 9:24:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6507, loss: 1.6507, grad_norm: 4.1890 2021-06-26 05:56:00,529 - mmaction - INFO - Epoch [152][960/1879] lr: 1.003e-02, eta: 1 day, 9:23:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8172, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.2625 2021-06-26 05:56:45,215 - mmaction - INFO - Epoch [152][980/1879] lr: 1.003e-02, eta: 1 day, 9:23:14, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6090, top5_acc: 0.8246, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.2314 2021-06-26 05:57:29,874 - mmaction - INFO - Epoch [152][1000/1879] lr: 1.003e-02, eta: 1 day, 9:22:29, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5988, top5_acc: 0.8262, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.1359 2021-06-26 05:58:14,663 - mmaction - INFO - Epoch [152][1020/1879] lr: 1.003e-02, eta: 1 day, 9:21:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8117, loss_cls: 1.6609, loss: 1.6609, grad_norm: 4.2634 2021-06-26 05:58:59,329 - mmaction - INFO - Epoch [152][1040/1879] lr: 1.003e-02, eta: 1 day, 9:20:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.0880 2021-06-26 05:59:44,092 - mmaction - INFO - Epoch [152][1060/1879] lr: 1.003e-02, eta: 1 day, 9:20:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8301, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.1831 2021-06-26 06:00:33,428 - mmaction - INFO - Epoch [152][1080/1879] lr: 1.003e-02, eta: 1 day, 9:19:30, time: 2.453, data_time: 0.000, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8156, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.2062 2021-06-26 06:01:18,274 - mmaction - INFO - Epoch [152][1100/1879] lr: 1.003e-02, eta: 1 day, 9:18:45, time: 2.256, data_time: 0.017, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8148, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.2221 2021-06-26 06:02:02,905 - mmaction - INFO - Epoch [152][1120/1879] lr: 1.003e-02, eta: 1 day, 9:18:00, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8254, loss_cls: 1.5928, loss: 1.5928, grad_norm: 4.1399 2021-06-26 06:02:47,708 - mmaction - INFO - Epoch [152][1140/1879] lr: 1.003e-02, eta: 1 day, 9:17:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8211, loss_cls: 1.6043, loss: 1.6043, grad_norm: 4.1026 2021-06-26 06:03:32,431 - mmaction - INFO - Epoch [152][1160/1879] lr: 1.003e-02, eta: 1 day, 9:16:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8266, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.1074 2021-06-26 06:04:17,113 - mmaction - INFO - Epoch [152][1180/1879] lr: 1.003e-02, eta: 1 day, 9:15:45, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6207, top5_acc: 0.8258, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.1193 2021-06-26 06:05:01,865 - mmaction - INFO - Epoch [152][1200/1879] lr: 1.003e-02, eta: 1 day, 9:15:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6004, top5_acc: 0.8027, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.1932 2021-06-26 06:05:46,495 - mmaction - INFO - Epoch [152][1220/1879] lr: 1.003e-02, eta: 1 day, 9:14:15, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8133, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.0916 2021-06-26 06:06:31,345 - mmaction - INFO - Epoch [152][1240/1879] lr: 1.003e-02, eta: 1 day, 9:13:30, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8242, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.1644 2021-06-26 06:07:16,013 - mmaction - INFO - Epoch [152][1260/1879] lr: 1.003e-02, eta: 1 day, 9:12:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8223, loss_cls: 1.6251, loss: 1.6251, grad_norm: 4.2785 2021-06-26 06:08:00,800 - mmaction - INFO - Epoch [152][1280/1879] lr: 1.003e-02, eta: 1 day, 9:12:00, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5910, top5_acc: 0.8168, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.1878 2021-06-26 06:08:45,662 - mmaction - INFO - Epoch [152][1300/1879] lr: 1.003e-02, eta: 1 day, 9:11:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8273, loss_cls: 1.6051, loss: 1.6051, grad_norm: 4.2047 2021-06-26 06:09:30,408 - mmaction - INFO - Epoch [152][1320/1879] lr: 1.003e-02, eta: 1 day, 9:10:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6004, top5_acc: 0.8102, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.2612 2021-06-26 06:10:15,156 - mmaction - INFO - Epoch [152][1340/1879] lr: 1.003e-02, eta: 1 day, 9:09:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8285, loss_cls: 1.6029, loss: 1.6029, grad_norm: 4.2496 2021-06-26 06:10:59,959 - mmaction - INFO - Epoch [152][1360/1879] lr: 1.003e-02, eta: 1 day, 9:09:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5595, loss: 1.5595, grad_norm: 4.0762 2021-06-26 06:11:44,858 - mmaction - INFO - Epoch [152][1380/1879] lr: 1.003e-02, eta: 1 day, 9:08:16, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8223, loss_cls: 1.6411, loss: 1.6411, grad_norm: 4.1579 2021-06-26 06:12:29,666 - mmaction - INFO - Epoch [152][1400/1879] lr: 1.003e-02, eta: 1 day, 9:07:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8250, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.2225 2021-06-26 06:13:14,436 - mmaction - INFO - Epoch [152][1420/1879] lr: 1.003e-02, eta: 1 day, 9:06:46, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6300, loss: 1.6300, grad_norm: 4.1870 2021-06-26 06:13:59,301 - mmaction - INFO - Epoch [152][1440/1879] lr: 1.003e-02, eta: 1 day, 9:06:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8039, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.2782 2021-06-26 06:14:44,081 - mmaction - INFO - Epoch [152][1460/1879] lr: 1.003e-02, eta: 1 day, 9:05:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8262, loss_cls: 1.6334, loss: 1.6334, grad_norm: 4.2974 2021-06-26 06:15:28,830 - mmaction - INFO - Epoch [152][1480/1879] lr: 1.003e-02, eta: 1 day, 9:04:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8250, loss_cls: 1.6227, loss: 1.6227, grad_norm: 4.3539 2021-06-26 06:16:13,505 - mmaction - INFO - Epoch [152][1500/1879] lr: 1.003e-02, eta: 1 day, 9:03:46, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6858, loss: 1.6858, grad_norm: 4.2372 2021-06-26 06:16:58,280 - mmaction - INFO - Epoch [152][1520/1879] lr: 1.003e-02, eta: 1 day, 9:03:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.5938, top5_acc: 0.8160, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.9491 2021-06-26 06:17:43,027 - mmaction - INFO - Epoch [152][1540/1879] lr: 1.003e-02, eta: 1 day, 9:02:16, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6256, loss: 1.6256, grad_norm: 4.2072 2021-06-26 06:18:27,690 - mmaction - INFO - Epoch [152][1560/1879] lr: 1.003e-02, eta: 1 day, 9:01:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8121, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.2490 2021-06-26 06:19:12,462 - mmaction - INFO - Epoch [152][1580/1879] lr: 1.003e-02, eta: 1 day, 9:00:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.5887, top5_acc: 0.8160, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.2759 2021-06-26 06:19:57,139 - mmaction - INFO - Epoch [152][1600/1879] lr: 1.003e-02, eta: 1 day, 9:00:01, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.3954 2021-06-26 06:20:41,827 - mmaction - INFO - Epoch [152][1620/1879] lr: 1.003e-02, eta: 1 day, 8:59:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6472, loss: 1.6472, grad_norm: 4.1446 2021-06-26 06:21:26,511 - mmaction - INFO - Epoch [152][1640/1879] lr: 1.003e-02, eta: 1 day, 8:58:31, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8082, loss_cls: 1.6649, loss: 1.6649, grad_norm: 4.1820 2021-06-26 06:22:11,336 - mmaction - INFO - Epoch [152][1660/1879] lr: 1.003e-02, eta: 1 day, 8:57:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8105, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.1442 2021-06-26 06:22:56,105 - mmaction - INFO - Epoch [152][1680/1879] lr: 1.003e-02, eta: 1 day, 8:57:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6012, top5_acc: 0.8273, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.2959 2021-06-26 06:23:40,716 - mmaction - INFO - Epoch [152][1700/1879] lr: 1.003e-02, eta: 1 day, 8:56:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.2429 2021-06-26 06:24:25,406 - mmaction - INFO - Epoch [152][1720/1879] lr: 1.003e-02, eta: 1 day, 8:55:31, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.2565 2021-06-26 06:25:10,165 - mmaction - INFO - Epoch [152][1740/1879] lr: 1.003e-02, eta: 1 day, 8:54:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8262, loss_cls: 1.5679, loss: 1.5679, grad_norm: 4.1227 2021-06-26 06:25:54,893 - mmaction - INFO - Epoch [152][1760/1879] lr: 1.003e-02, eta: 1 day, 8:54:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.2980 2021-06-26 06:26:39,560 - mmaction - INFO - Epoch [152][1780/1879] lr: 1.003e-02, eta: 1 day, 8:53:16, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6245, loss: 1.6245, grad_norm: 4.1379 2021-06-26 06:27:24,360 - mmaction - INFO - Epoch [152][1800/1879] lr: 1.003e-02, eta: 1 day, 8:52:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8293, loss_cls: 1.6486, loss: 1.6486, grad_norm: 4.2570 2021-06-26 06:28:09,118 - mmaction - INFO - Epoch [152][1820/1879] lr: 1.003e-02, eta: 1 day, 8:51:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8129, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.2281 2021-06-26 06:28:53,853 - mmaction - INFO - Epoch [152][1840/1879] lr: 1.003e-02, eta: 1 day, 8:51:02, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5914, top5_acc: 0.8070, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.2450 2021-06-26 06:29:38,529 - mmaction - INFO - Epoch [152][1860/1879] lr: 1.003e-02, eta: 1 day, 8:50:17, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.2818 2021-06-26 06:30:34,358 - mmaction - INFO - Saving checkpoint at 152 epochs 2021-06-26 06:32:53,093 - mmaction - INFO - Epoch [153][20/1879] lr: 9.364e-03, eta: 1 day, 8:48:58, time: 6.914, data_time: 4.639, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.1084 2021-06-26 06:33:37,880 - mmaction - INFO - Epoch [153][40/1879] lr: 9.364e-03, eta: 1 day, 8:48:13, time: 2.239, data_time: 0.003, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8285, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.2051 2021-06-26 06:34:22,625 - mmaction - INFO - Epoch [153][60/1879] lr: 9.364e-03, eta: 1 day, 8:47:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6225, loss: 1.6225, grad_norm: 4.1548 2021-06-26 06:35:07,485 - mmaction - INFO - Epoch [153][80/1879] lr: 9.364e-03, eta: 1 day, 8:46:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8363, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.9899 2021-06-26 06:35:52,297 - mmaction - INFO - Epoch [153][100/1879] lr: 9.364e-03, eta: 1 day, 8:45:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8262, loss_cls: 1.6238, loss: 1.6238, grad_norm: 4.1844 2021-06-26 06:36:37,079 - mmaction - INFO - Epoch [153][120/1879] lr: 9.364e-03, eta: 1 day, 8:45:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8230, loss_cls: 1.6236, loss: 1.6236, grad_norm: 4.2361 2021-06-26 06:37:21,918 - mmaction - INFO - Epoch [153][140/1879] lr: 9.364e-03, eta: 1 day, 8:44:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6117, top5_acc: 0.8184, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.1798 2021-06-26 06:38:06,754 - mmaction - INFO - Epoch [153][160/1879] lr: 9.364e-03, eta: 1 day, 8:43:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8238, loss_cls: 1.5970, loss: 1.5970, grad_norm: 4.1658 2021-06-26 06:38:51,526 - mmaction - INFO - Epoch [153][180/1879] lr: 9.364e-03, eta: 1 day, 8:42:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.6056, loss: 1.6056, grad_norm: 4.2684 2021-06-26 06:39:36,193 - mmaction - INFO - Epoch [153][200/1879] lr: 9.364e-03, eta: 1 day, 8:42:14, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8262, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.2856 2021-06-26 06:40:20,976 - mmaction - INFO - Epoch [153][220/1879] lr: 9.364e-03, eta: 1 day, 8:41:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8246, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.2098 2021-06-26 06:41:05,698 - mmaction - INFO - Epoch [153][240/1879] lr: 9.364e-03, eta: 1 day, 8:40:44, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8168, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.1879 2021-06-26 06:41:50,448 - mmaction - INFO - Epoch [153][260/1879] lr: 9.364e-03, eta: 1 day, 8:39:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.5827, loss: 1.5827, grad_norm: 4.1821 2021-06-26 06:42:35,200 - mmaction - INFO - Epoch [153][280/1879] lr: 9.364e-03, eta: 1 day, 8:39:14, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8375, loss_cls: 1.5255, loss: 1.5255, grad_norm: 4.0596 2021-06-26 06:43:20,030 - mmaction - INFO - Epoch [153][300/1879] lr: 9.364e-03, eta: 1 day, 8:38:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8215, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.1100 2021-06-26 06:44:04,761 - mmaction - INFO - Epoch [153][320/1879] lr: 9.364e-03, eta: 1 day, 8:37:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.1601 2021-06-26 06:44:49,463 - mmaction - INFO - Epoch [153][340/1879] lr: 9.364e-03, eta: 1 day, 8:36:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8234, loss_cls: 1.6127, loss: 1.6127, grad_norm: 4.1979 2021-06-26 06:45:34,303 - mmaction - INFO - Epoch [153][360/1879] lr: 9.364e-03, eta: 1 day, 8:36:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8270, loss_cls: 1.5861, loss: 1.5861, grad_norm: 4.1706 2021-06-26 06:46:19,095 - mmaction - INFO - Epoch [153][380/1879] lr: 9.364e-03, eta: 1 day, 8:35:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8219, loss_cls: 1.5892, loss: 1.5892, grad_norm: 4.1653 2021-06-26 06:47:03,850 - mmaction - INFO - Epoch [153][400/1879] lr: 9.364e-03, eta: 1 day, 8:34:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6066, top5_acc: 0.8258, loss_cls: 1.6101, loss: 1.6101, grad_norm: 4.2213 2021-06-26 06:47:48,537 - mmaction - INFO - Epoch [153][420/1879] lr: 9.364e-03, eta: 1 day, 8:33:59, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8285, loss_cls: 1.6228, loss: 1.6228, grad_norm: 4.2427 2021-06-26 06:48:33,205 - mmaction - INFO - Epoch [153][440/1879] lr: 9.364e-03, eta: 1 day, 8:33:14, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8238, loss_cls: 1.5813, loss: 1.5813, grad_norm: 4.2875 2021-06-26 06:49:17,983 - mmaction - INFO - Epoch [153][460/1879] lr: 9.364e-03, eta: 1 day, 8:32:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8449, loss_cls: 1.5173, loss: 1.5173, grad_norm: 4.1728 2021-06-26 06:50:02,645 - mmaction - INFO - Epoch [153][480/1879] lr: 9.364e-03, eta: 1 day, 8:31:44, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8160, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.4367 2021-06-26 06:50:47,550 - mmaction - INFO - Epoch [153][500/1879] lr: 9.364e-03, eta: 1 day, 8:30:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8246, loss_cls: 1.6003, loss: 1.6003, grad_norm: 4.1005 2021-06-26 06:51:32,269 - mmaction - INFO - Epoch [153][520/1879] lr: 9.364e-03, eta: 1 day, 8:30:14, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8168, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.3741 2021-06-26 06:52:16,924 - mmaction - INFO - Epoch [153][540/1879] lr: 9.364e-03, eta: 1 day, 8:29:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8137, loss_cls: 1.6630, loss: 1.6630, grad_norm: 4.2283 2021-06-26 06:53:01,684 - mmaction - INFO - Epoch [153][560/1879] lr: 9.364e-03, eta: 1 day, 8:28:45, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6418, top5_acc: 0.8371, loss_cls: 1.5252, loss: 1.5252, grad_norm: 4.2036 2021-06-26 06:53:46,291 - mmaction - INFO - Epoch [153][580/1879] lr: 9.364e-03, eta: 1 day, 8:28:00, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8297, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.2159 2021-06-26 06:54:31,070 - mmaction - INFO - Epoch [153][600/1879] lr: 9.364e-03, eta: 1 day, 8:27:15, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6242, top5_acc: 0.8293, loss_cls: 1.5666, loss: 1.5666, grad_norm: 4.1492 2021-06-26 06:55:15,963 - mmaction - INFO - Epoch [153][620/1879] lr: 9.364e-03, eta: 1 day, 8:26:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8250, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.2823 2021-06-26 06:56:00,644 - mmaction - INFO - Epoch [153][640/1879] lr: 9.364e-03, eta: 1 day, 8:25:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8246, loss_cls: 1.5795, loss: 1.5795, grad_norm: 4.3748 2021-06-26 06:56:45,366 - mmaction - INFO - Epoch [153][660/1879] lr: 9.364e-03, eta: 1 day, 8:25:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8328, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.2341 2021-06-26 06:57:30,077 - mmaction - INFO - Epoch [153][680/1879] lr: 9.364e-03, eta: 1 day, 8:24:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8203, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.3175 2021-06-26 06:58:14,938 - mmaction - INFO - Epoch [153][700/1879] lr: 9.364e-03, eta: 1 day, 8:23:30, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8125, loss_cls: 1.6707, loss: 1.6707, grad_norm: 4.3271 2021-06-26 06:58:59,522 - mmaction - INFO - Epoch [153][720/1879] lr: 9.364e-03, eta: 1 day, 8:22:45, time: 2.229, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8180, loss_cls: 1.6370, loss: 1.6370, grad_norm: 4.2356 2021-06-26 06:59:44,409 - mmaction - INFO - Epoch [153][740/1879] lr: 9.364e-03, eta: 1 day, 8:22:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8113, loss_cls: 1.6704, loss: 1.6704, grad_norm: 4.3222 2021-06-26 07:00:29,110 - mmaction - INFO - Epoch [153][760/1879] lr: 9.364e-03, eta: 1 day, 8:21:15, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8285, loss_cls: 1.5822, loss: 1.5822, grad_norm: 4.2554 2021-06-26 07:01:13,875 - mmaction - INFO - Epoch [153][780/1879] lr: 9.364e-03, eta: 1 day, 8:20:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8254, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.2539 2021-06-26 07:01:58,710 - mmaction - INFO - Epoch [153][800/1879] lr: 9.364e-03, eta: 1 day, 8:19:45, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6831, loss: 1.6831, grad_norm: 4.3352 2021-06-26 07:02:43,385 - mmaction - INFO - Epoch [153][820/1879] lr: 9.364e-03, eta: 1 day, 8:19:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6051, top5_acc: 0.8270, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.2235 2021-06-26 07:03:28,111 - mmaction - INFO - Epoch [153][840/1879] lr: 9.364e-03, eta: 1 day, 8:18:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6047, top5_acc: 0.8168, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.2591 2021-06-26 07:04:12,778 - mmaction - INFO - Epoch [153][860/1879] lr: 9.364e-03, eta: 1 day, 8:17:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8309, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.2510 2021-06-26 07:04:57,571 - mmaction - INFO - Epoch [153][880/1879] lr: 9.364e-03, eta: 1 day, 8:16:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6234, top5_acc: 0.8191, loss_cls: 1.6170, loss: 1.6170, grad_norm: 4.1691 2021-06-26 07:05:42,454 - mmaction - INFO - Epoch [153][900/1879] lr: 9.364e-03, eta: 1 day, 8:16:00, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6023, top5_acc: 0.8258, loss_cls: 1.6264, loss: 1.6264, grad_norm: 4.2407 2021-06-26 07:06:27,072 - mmaction - INFO - Epoch [153][920/1879] lr: 9.364e-03, eta: 1 day, 8:15:15, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8402, loss_cls: 1.5668, loss: 1.5668, grad_norm: 4.2153 2021-06-26 07:07:11,808 - mmaction - INFO - Epoch [153][940/1879] lr: 9.364e-03, eta: 1 day, 8:14:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6020, top5_acc: 0.8137, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.2837 2021-06-26 07:07:56,467 - mmaction - INFO - Epoch [153][960/1879] lr: 9.364e-03, eta: 1 day, 8:13:45, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8207, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.3150 2021-06-26 07:08:41,183 - mmaction - INFO - Epoch [153][980/1879] lr: 9.364e-03, eta: 1 day, 8:13:00, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6117, top5_acc: 0.8301, loss_cls: 1.6076, loss: 1.6076, grad_norm: 4.2647 2021-06-26 07:09:25,963 - mmaction - INFO - Epoch [153][1000/1879] lr: 9.364e-03, eta: 1 day, 8:12:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6074, top5_acc: 0.8133, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.1917 2021-06-26 07:10:10,643 - mmaction - INFO - Epoch [153][1020/1879] lr: 9.364e-03, eta: 1 day, 8:11:30, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8230, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.2607 2021-06-26 07:10:55,379 - mmaction - INFO - Epoch [153][1040/1879] lr: 9.364e-03, eta: 1 day, 8:10:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8191, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.3022 2021-06-26 07:11:40,230 - mmaction - INFO - Epoch [153][1060/1879] lr: 9.364e-03, eta: 1 day, 8:10:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.2694 2021-06-26 07:12:24,946 - mmaction - INFO - Epoch [153][1080/1879] lr: 9.364e-03, eta: 1 day, 8:09:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8262, loss_cls: 1.5634, loss: 1.5634, grad_norm: 4.1707 2021-06-26 07:13:09,734 - mmaction - INFO - Epoch [153][1100/1879] lr: 9.364e-03, eta: 1 day, 8:08:31, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8223, loss_cls: 1.6074, loss: 1.6074, grad_norm: 4.1823 2021-06-26 07:13:54,378 - mmaction - INFO - Epoch [153][1120/1879] lr: 9.364e-03, eta: 1 day, 8:07:46, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8324, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.2191 2021-06-26 07:14:39,024 - mmaction - INFO - Epoch [153][1140/1879] lr: 9.364e-03, eta: 1 day, 8:07:01, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.2773 2021-06-26 07:15:23,866 - mmaction - INFO - Epoch [153][1160/1879] lr: 9.364e-03, eta: 1 day, 8:06:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.3161 2021-06-26 07:16:08,538 - mmaction - INFO - Epoch [153][1180/1879] lr: 9.364e-03, eta: 1 day, 8:05:31, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.2219 2021-06-26 07:16:53,275 - mmaction - INFO - Epoch [153][1200/1879] lr: 9.364e-03, eta: 1 day, 8:04:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8125, loss_cls: 1.6367, loss: 1.6367, grad_norm: 4.8512 2021-06-26 07:17:38,033 - mmaction - INFO - Epoch [153][1220/1879] lr: 9.364e-03, eta: 1 day, 8:04:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8227, loss_cls: 1.6197, loss: 1.6197, grad_norm: 4.4481 2021-06-26 07:18:22,659 - mmaction - INFO - Epoch [153][1240/1879] lr: 9.364e-03, eta: 1 day, 8:03:16, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8203, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.2149 2021-06-26 07:19:07,472 - mmaction - INFO - Epoch [153][1260/1879] lr: 9.364e-03, eta: 1 day, 8:02:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.2123 2021-06-26 07:19:52,291 - mmaction - INFO - Epoch [153][1280/1879] lr: 9.364e-03, eta: 1 day, 8:01:46, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8273, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.2544 2021-06-26 07:20:37,056 - mmaction - INFO - Epoch [153][1300/1879] lr: 9.364e-03, eta: 1 day, 8:01:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8070, loss_cls: 1.6824, loss: 1.6824, grad_norm: 4.1962 2021-06-26 07:21:21,812 - mmaction - INFO - Epoch [153][1320/1879] lr: 9.364e-03, eta: 1 day, 8:00:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8281, loss_cls: 1.5954, loss: 1.5954, grad_norm: 4.1902 2021-06-26 07:22:06,512 - mmaction - INFO - Epoch [153][1340/1879] lr: 9.364e-03, eta: 1 day, 7:59:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8316, loss_cls: 1.5509, loss: 1.5509, grad_norm: 4.2489 2021-06-26 07:22:51,220 - mmaction - INFO - Epoch [153][1360/1879] lr: 9.364e-03, eta: 1 day, 7:58:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.3341 2021-06-26 07:23:35,980 - mmaction - INFO - Epoch [153][1380/1879] lr: 9.364e-03, eta: 1 day, 7:58:01, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8246, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.3017 2021-06-26 07:24:20,766 - mmaction - INFO - Epoch [153][1400/1879] lr: 9.364e-03, eta: 1 day, 7:57:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.6273, loss: 1.6273, grad_norm: 4.3195 2021-06-26 07:25:05,433 - mmaction - INFO - Epoch [153][1420/1879] lr: 9.364e-03, eta: 1 day, 7:56:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8223, loss_cls: 1.6020, loss: 1.6020, grad_norm: 4.2194 2021-06-26 07:25:50,146 - mmaction - INFO - Epoch [153][1440/1879] lr: 9.364e-03, eta: 1 day, 7:55:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8234, loss_cls: 1.6398, loss: 1.6398, grad_norm: 4.3216 2021-06-26 07:26:34,949 - mmaction - INFO - Epoch [153][1460/1879] lr: 9.364e-03, eta: 1 day, 7:55:01, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.5996, top5_acc: 0.8203, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.2531 2021-06-26 07:27:19,586 - mmaction - INFO - Epoch [153][1480/1879] lr: 9.364e-03, eta: 1 day, 7:54:16, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8160, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.3023 2021-06-26 07:28:04,435 - mmaction - INFO - Epoch [153][1500/1879] lr: 9.364e-03, eta: 1 day, 7:53:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8316, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.1014 2021-06-26 07:28:49,181 - mmaction - INFO - Epoch [153][1520/1879] lr: 9.364e-03, eta: 1 day, 7:52:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6469, loss: 1.6469, grad_norm: 4.3235 2021-06-26 07:29:33,925 - mmaction - INFO - Epoch [153][1540/1879] lr: 9.364e-03, eta: 1 day, 7:52:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8316, loss_cls: 1.5917, loss: 1.5917, grad_norm: 4.2376 2021-06-26 07:30:18,630 - mmaction - INFO - Epoch [153][1560/1879] lr: 9.364e-03, eta: 1 day, 7:51:17, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8227, loss_cls: 1.6724, loss: 1.6724, grad_norm: 4.3551 2021-06-26 07:31:03,413 - mmaction - INFO - Epoch [153][1580/1879] lr: 9.364e-03, eta: 1 day, 7:50:32, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8176, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.1995 2021-06-26 07:31:48,214 - mmaction - INFO - Epoch [153][1600/1879] lr: 9.364e-03, eta: 1 day, 7:49:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6275, loss: 1.6275, grad_norm: 4.3845 2021-06-26 07:32:33,152 - mmaction - INFO - Epoch [153][1620/1879] lr: 9.364e-03, eta: 1 day, 7:49:02, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8371, loss_cls: 1.5474, loss: 1.5474, grad_norm: 4.2819 2021-06-26 07:33:17,951 - mmaction - INFO - Epoch [153][1640/1879] lr: 9.364e-03, eta: 1 day, 7:48:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.5980, top5_acc: 0.8254, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.4438 2021-06-26 07:34:02,631 - mmaction - INFO - Epoch [153][1660/1879] lr: 9.364e-03, eta: 1 day, 7:47:32, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8285, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.1845 2021-06-26 07:34:47,505 - mmaction - INFO - Epoch [153][1680/1879] lr: 9.364e-03, eta: 1 day, 7:46:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.5895, top5_acc: 0.8113, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.2527 2021-06-26 07:35:32,333 - mmaction - INFO - Epoch [153][1700/1879] lr: 9.364e-03, eta: 1 day, 7:46:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8223, loss_cls: 1.6556, loss: 1.6556, grad_norm: 4.3204 2021-06-26 07:36:16,960 - mmaction - INFO - Epoch [153][1720/1879] lr: 9.364e-03, eta: 1 day, 7:45:17, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5991, loss: 1.5991, grad_norm: 4.2194 2021-06-26 07:37:01,615 - mmaction - INFO - Epoch [153][1740/1879] lr: 9.364e-03, eta: 1 day, 7:44:32, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.2702 2021-06-26 07:37:46,337 - mmaction - INFO - Epoch [153][1760/1879] lr: 9.364e-03, eta: 1 day, 7:43:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8238, loss_cls: 1.6199, loss: 1.6199, grad_norm: 4.2091 2021-06-26 07:38:31,140 - mmaction - INFO - Epoch [153][1780/1879] lr: 9.364e-03, eta: 1 day, 7:43:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8258, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.2036 2021-06-26 07:39:15,876 - mmaction - INFO - Epoch [153][1800/1879] lr: 9.364e-03, eta: 1 day, 7:42:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8156, loss_cls: 1.6212, loss: 1.6212, grad_norm: 4.2541 2021-06-26 07:40:00,746 - mmaction - INFO - Epoch [153][1820/1879] lr: 9.364e-03, eta: 1 day, 7:41:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8301, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.3269 2021-06-26 07:40:45,448 - mmaction - INFO - Epoch [153][1840/1879] lr: 9.364e-03, eta: 1 day, 7:40:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6035, top5_acc: 0.8184, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.2741 2021-06-26 07:41:30,257 - mmaction - INFO - Epoch [153][1860/1879] lr: 9.364e-03, eta: 1 day, 7:40:02, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8285, loss_cls: 1.6154, loss: 1.6154, grad_norm: 4.2343 2021-06-26 07:42:13,223 - mmaction - INFO - Saving checkpoint at 153 epochs 2021-06-26 07:43:44,964 - mmaction - INFO - Epoch [154][20/1879] lr: 8.719e-03, eta: 1 day, 7:38:35, time: 4.560, data_time: 2.303, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8266, loss_cls: 1.5855, loss: 1.5855, grad_norm: 4.2256 2021-06-26 07:44:29,863 - mmaction - INFO - Epoch [154][40/1879] lr: 8.719e-03, eta: 1 day, 7:37:50, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8352, loss_cls: 1.5598, loss: 1.5598, grad_norm: 4.2844 2021-06-26 07:45:14,835 - mmaction - INFO - Epoch [154][60/1879] lr: 8.719e-03, eta: 1 day, 7:37:05, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6348, top5_acc: 0.8258, loss_cls: 1.5460, loss: 1.5460, grad_norm: 4.2565 2021-06-26 07:45:59,678 - mmaction - INFO - Epoch [154][80/1879] lr: 8.719e-03, eta: 1 day, 7:36:21, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.4068 2021-06-26 07:46:44,578 - mmaction - INFO - Epoch [154][100/1879] lr: 8.719e-03, eta: 1 day, 7:35:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8359, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.2485 2021-06-26 07:47:29,485 - mmaction - INFO - Epoch [154][120/1879] lr: 8.719e-03, eta: 1 day, 7:34:51, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8254, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.3339 2021-06-26 07:48:14,357 - mmaction - INFO - Epoch [154][140/1879] lr: 8.719e-03, eta: 1 day, 7:34:06, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8230, loss_cls: 1.5803, loss: 1.5803, grad_norm: 4.3109 2021-06-26 07:48:59,116 - mmaction - INFO - Epoch [154][160/1879] lr: 8.719e-03, eta: 1 day, 7:33:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.2783 2021-06-26 07:49:43,933 - mmaction - INFO - Epoch [154][180/1879] lr: 8.719e-03, eta: 1 day, 7:32:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8344, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.2690 2021-06-26 07:50:28,673 - mmaction - INFO - Epoch [154][200/1879] lr: 8.719e-03, eta: 1 day, 7:31:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8332, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.2607 2021-06-26 07:51:13,398 - mmaction - INFO - Epoch [154][220/1879] lr: 8.719e-03, eta: 1 day, 7:31:06, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8207, loss_cls: 1.5857, loss: 1.5857, grad_norm: 4.2014 2021-06-26 07:51:58,163 - mmaction - INFO - Epoch [154][240/1879] lr: 8.719e-03, eta: 1 day, 7:30:21, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8336, loss_cls: 1.5196, loss: 1.5196, grad_norm: 4.2359 2021-06-26 07:52:43,070 - mmaction - INFO - Epoch [154][260/1879] lr: 8.719e-03, eta: 1 day, 7:29:36, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5775, loss: 1.5775, grad_norm: 4.3331 2021-06-26 07:53:27,850 - mmaction - INFO - Epoch [154][280/1879] lr: 8.719e-03, eta: 1 day, 7:28:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8215, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.3045 2021-06-26 07:54:12,698 - mmaction - INFO - Epoch [154][300/1879] lr: 8.719e-03, eta: 1 day, 7:28:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8320, loss_cls: 1.5709, loss: 1.5709, grad_norm: 4.2887 2021-06-26 07:54:57,502 - mmaction - INFO - Epoch [154][320/1879] lr: 8.719e-03, eta: 1 day, 7:27:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8184, loss_cls: 1.6361, loss: 1.6361, grad_norm: 4.2922 2021-06-26 07:55:42,405 - mmaction - INFO - Epoch [154][340/1879] lr: 8.719e-03, eta: 1 day, 7:26:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6207, top5_acc: 0.8281, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.2187 2021-06-26 07:56:27,191 - mmaction - INFO - Epoch [154][360/1879] lr: 8.719e-03, eta: 1 day, 7:25:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8105, loss_cls: 1.6430, loss: 1.6430, grad_norm: 4.3273 2021-06-26 07:57:12,024 - mmaction - INFO - Epoch [154][380/1879] lr: 8.719e-03, eta: 1 day, 7:25:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8402, loss_cls: 1.5249, loss: 1.5249, grad_norm: 4.2587 2021-06-26 07:57:56,861 - mmaction - INFO - Epoch [154][400/1879] lr: 8.719e-03, eta: 1 day, 7:24:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8215, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.3368 2021-06-26 07:58:41,590 - mmaction - INFO - Epoch [154][420/1879] lr: 8.719e-03, eta: 1 day, 7:23:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6027, top5_acc: 0.8289, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.4182 2021-06-26 07:59:26,294 - mmaction - INFO - Epoch [154][440/1879] lr: 8.719e-03, eta: 1 day, 7:22:52, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.2579 2021-06-26 08:00:11,092 - mmaction - INFO - Epoch [154][460/1879] lr: 8.719e-03, eta: 1 day, 7:22:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5704, loss: 1.5704, grad_norm: 4.3621 2021-06-26 08:00:55,936 - mmaction - INFO - Epoch [154][480/1879] lr: 8.719e-03, eta: 1 day, 7:21:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8254, loss_cls: 1.6188, loss: 1.6188, grad_norm: 4.4420 2021-06-26 08:01:40,763 - mmaction - INFO - Epoch [154][500/1879] lr: 8.719e-03, eta: 1 day, 7:20:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8293, loss_cls: 1.5808, loss: 1.5808, grad_norm: 4.2664 2021-06-26 08:02:25,612 - mmaction - INFO - Epoch [154][520/1879] lr: 8.719e-03, eta: 1 day, 7:19:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8336, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.2901 2021-06-26 08:03:10,473 - mmaction - INFO - Epoch [154][540/1879] lr: 8.719e-03, eta: 1 day, 7:19:07, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8371, loss_cls: 1.5282, loss: 1.5282, grad_norm: 4.2606 2021-06-26 08:03:55,229 - mmaction - INFO - Epoch [154][560/1879] lr: 8.719e-03, eta: 1 day, 7:18:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8371, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.3039 2021-06-26 08:04:40,076 - mmaction - INFO - Epoch [154][580/1879] lr: 8.719e-03, eta: 1 day, 7:17:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8332, loss_cls: 1.5884, loss: 1.5884, grad_norm: 4.5735 2021-06-26 08:05:24,885 - mmaction - INFO - Epoch [154][600/1879] lr: 8.719e-03, eta: 1 day, 7:16:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.3293 2021-06-26 08:06:09,710 - mmaction - INFO - Epoch [154][620/1879] lr: 8.719e-03, eta: 1 day, 7:16:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.5961, top5_acc: 0.8145, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.3320 2021-06-26 08:06:54,461 - mmaction - INFO - Epoch [154][640/1879] lr: 8.719e-03, eta: 1 day, 7:15:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6648, loss: 1.6648, grad_norm: 4.2819 2021-06-26 08:07:39,300 - mmaction - INFO - Epoch [154][660/1879] lr: 8.719e-03, eta: 1 day, 7:14:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6227, top5_acc: 0.8301, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.3369 2021-06-26 08:08:23,897 - mmaction - INFO - Epoch [154][680/1879] lr: 8.719e-03, eta: 1 day, 7:13:52, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.3758 2021-06-26 08:09:08,711 - mmaction - INFO - Epoch [154][700/1879] lr: 8.719e-03, eta: 1 day, 7:13:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8324, loss_cls: 1.5474, loss: 1.5474, grad_norm: 4.2765 2021-06-26 08:09:53,454 - mmaction - INFO - Epoch [154][720/1879] lr: 8.719e-03, eta: 1 day, 7:12:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8309, loss_cls: 1.5986, loss: 1.5986, grad_norm: 4.2894 2021-06-26 08:10:38,259 - mmaction - INFO - Epoch [154][740/1879] lr: 8.719e-03, eta: 1 day, 7:11:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8277, loss_cls: 1.5726, loss: 1.5726, grad_norm: 4.3193 2021-06-26 08:11:22,936 - mmaction - INFO - Epoch [154][760/1879] lr: 8.719e-03, eta: 1 day, 7:10:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8289, loss_cls: 1.5986, loss: 1.5986, grad_norm: 4.2993 2021-06-26 08:12:07,578 - mmaction - INFO - Epoch [154][780/1879] lr: 8.719e-03, eta: 1 day, 7:10:07, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8336, loss_cls: 1.5591, loss: 1.5591, grad_norm: 4.3319 2021-06-26 08:12:52,290 - mmaction - INFO - Epoch [154][800/1879] lr: 8.719e-03, eta: 1 day, 7:09:22, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8254, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.2952 2021-06-26 08:13:37,105 - mmaction - INFO - Epoch [154][820/1879] lr: 8.719e-03, eta: 1 day, 7:08:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.3781 2021-06-26 08:14:21,924 - mmaction - INFO - Epoch [154][840/1879] lr: 8.719e-03, eta: 1 day, 7:07:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8352, loss_cls: 1.5642, loss: 1.5642, grad_norm: 4.3110 2021-06-26 08:15:06,807 - mmaction - INFO - Epoch [154][860/1879] lr: 8.719e-03, eta: 1 day, 7:07:08, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5659, loss: 1.5659, grad_norm: 4.2665 2021-06-26 08:15:51,651 - mmaction - INFO - Epoch [154][880/1879] lr: 8.719e-03, eta: 1 day, 7:06:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6124, loss: 1.6124, grad_norm: 4.3247 2021-06-26 08:16:36,475 - mmaction - INFO - Epoch [154][900/1879] lr: 8.719e-03, eta: 1 day, 7:05:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8352, loss_cls: 1.5864, loss: 1.5864, grad_norm: 4.2714 2021-06-26 08:17:21,274 - mmaction - INFO - Epoch [154][920/1879] lr: 8.719e-03, eta: 1 day, 7:04:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8398, loss_cls: 1.5028, loss: 1.5028, grad_norm: 4.2562 2021-06-26 08:18:05,995 - mmaction - INFO - Epoch [154][940/1879] lr: 8.719e-03, eta: 1 day, 7:04:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6227, top5_acc: 0.8262, loss_cls: 1.6031, loss: 1.6031, grad_norm: 4.4057 2021-06-26 08:18:50,799 - mmaction - INFO - Epoch [154][960/1879] lr: 8.719e-03, eta: 1 day, 7:03:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.3506 2021-06-26 08:19:35,450 - mmaction - INFO - Epoch [154][980/1879] lr: 8.719e-03, eta: 1 day, 7:02:38, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5217, loss: 1.5217, grad_norm: 4.2433 2021-06-26 08:20:20,135 - mmaction - INFO - Epoch [154][1000/1879] lr: 8.719e-03, eta: 1 day, 7:01:53, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6606, loss: 1.6606, grad_norm: 4.4120 2021-06-26 08:21:04,787 - mmaction - INFO - Epoch [154][1020/1879] lr: 8.719e-03, eta: 1 day, 7:01:08, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8215, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.1887 2021-06-26 08:21:49,541 - mmaction - INFO - Epoch [154][1040/1879] lr: 8.719e-03, eta: 1 day, 7:00:23, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8223, loss_cls: 1.5878, loss: 1.5878, grad_norm: 4.1965 2021-06-26 08:22:34,221 - mmaction - INFO - Epoch [154][1060/1879] lr: 8.719e-03, eta: 1 day, 6:59:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5331, loss: 1.5331, grad_norm: 4.2960 2021-06-26 08:23:18,997 - mmaction - INFO - Epoch [154][1080/1879] lr: 8.719e-03, eta: 1 day, 6:58:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8211, loss_cls: 1.6444, loss: 1.6444, grad_norm: 4.4993 2021-06-26 08:24:03,620 - mmaction - INFO - Epoch [154][1100/1879] lr: 8.719e-03, eta: 1 day, 6:58:08, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8320, loss_cls: 1.5767, loss: 1.5767, grad_norm: 4.3211 2021-06-26 08:24:48,367 - mmaction - INFO - Epoch [154][1120/1879] lr: 8.719e-03, eta: 1 day, 6:57:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.5105, loss: 1.5105, grad_norm: 4.2561 2021-06-26 08:25:33,193 - mmaction - INFO - Epoch [154][1140/1879] lr: 8.719e-03, eta: 1 day, 6:56:38, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8254, loss_cls: 1.5864, loss: 1.5864, grad_norm: 4.2290 2021-06-26 08:26:18,085 - mmaction - INFO - Epoch [154][1160/1879] lr: 8.719e-03, eta: 1 day, 6:55:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8289, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.4065 2021-06-26 08:27:02,845 - mmaction - INFO - Epoch [154][1180/1879] lr: 8.719e-03, eta: 1 day, 6:55:08, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8195, loss_cls: 1.6252, loss: 1.6252, grad_norm: 4.2892 2021-06-26 08:27:47,538 - mmaction - INFO - Epoch [154][1200/1879] lr: 8.719e-03, eta: 1 day, 6:54:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5926, loss: 1.5926, grad_norm: 4.3264 2021-06-26 08:28:32,281 - mmaction - INFO - Epoch [154][1220/1879] lr: 8.719e-03, eta: 1 day, 6:53:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8207, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.3728 2021-06-26 08:29:17,197 - mmaction - INFO - Epoch [154][1240/1879] lr: 8.719e-03, eta: 1 day, 6:52:53, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8363, loss_cls: 1.5458, loss: 1.5458, grad_norm: 4.2228 2021-06-26 08:30:01,973 - mmaction - INFO - Epoch [154][1260/1879] lr: 8.719e-03, eta: 1 day, 6:52:08, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5740, loss: 1.5740, grad_norm: 4.3567 2021-06-26 08:30:46,732 - mmaction - INFO - Epoch [154][1280/1879] lr: 8.719e-03, eta: 1 day, 6:51:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8195, loss_cls: 1.6342, loss: 1.6342, grad_norm: 4.4346 2021-06-26 08:31:31,454 - mmaction - INFO - Epoch [154][1300/1879] lr: 8.719e-03, eta: 1 day, 6:50:39, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8270, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.3689 2021-06-26 08:32:16,343 - mmaction - INFO - Epoch [154][1320/1879] lr: 8.719e-03, eta: 1 day, 6:49:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6121, top5_acc: 0.8215, loss_cls: 1.6023, loss: 1.6023, grad_norm: 4.3263 2021-06-26 08:33:01,174 - mmaction - INFO - Epoch [154][1340/1879] lr: 8.719e-03, eta: 1 day, 6:49:09, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8211, loss_cls: 1.6160, loss: 1.6160, grad_norm: 4.3309 2021-06-26 08:33:46,046 - mmaction - INFO - Epoch [154][1360/1879] lr: 8.719e-03, eta: 1 day, 6:48:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8258, loss_cls: 1.6358, loss: 1.6358, grad_norm: 4.4302 2021-06-26 08:34:30,790 - mmaction - INFO - Epoch [154][1380/1879] lr: 8.719e-03, eta: 1 day, 6:47:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8164, loss_cls: 1.5927, loss: 1.5927, grad_norm: 4.2679 2021-06-26 08:35:15,548 - mmaction - INFO - Epoch [154][1400/1879] lr: 8.719e-03, eta: 1 day, 6:46:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6145, top5_acc: 0.8230, loss_cls: 1.5863, loss: 1.5863, grad_norm: 4.2955 2021-06-26 08:36:00,344 - mmaction - INFO - Epoch [154][1420/1879] lr: 8.719e-03, eta: 1 day, 6:46:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8180, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.2981 2021-06-26 08:36:45,048 - mmaction - INFO - Epoch [154][1440/1879] lr: 8.719e-03, eta: 1 day, 6:45:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8281, loss_cls: 1.5591, loss: 1.5591, grad_norm: 4.2317 2021-06-26 08:37:29,812 - mmaction - INFO - Epoch [154][1460/1879] lr: 8.719e-03, eta: 1 day, 6:44:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8230, loss_cls: 1.6092, loss: 1.6092, grad_norm: 4.3988 2021-06-26 08:38:14,414 - mmaction - INFO - Epoch [154][1480/1879] lr: 8.719e-03, eta: 1 day, 6:43:54, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8348, loss_cls: 1.5583, loss: 1.5583, grad_norm: 4.2536 2021-06-26 08:38:59,208 - mmaction - INFO - Epoch [154][1500/1879] lr: 8.719e-03, eta: 1 day, 6:43:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6059, top5_acc: 0.8250, loss_cls: 1.6032, loss: 1.6032, grad_norm: 4.4078 2021-06-26 08:39:43,964 - mmaction - INFO - Epoch [154][1520/1879] lr: 8.719e-03, eta: 1 day, 6:42:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.5212 2021-06-26 08:40:28,644 - mmaction - INFO - Epoch [154][1540/1879] lr: 8.719e-03, eta: 1 day, 6:41:39, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8125, loss_cls: 1.6675, loss: 1.6675, grad_norm: 4.3891 2021-06-26 08:41:13,305 - mmaction - INFO - Epoch [154][1560/1879] lr: 8.719e-03, eta: 1 day, 6:40:54, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8348, loss_cls: 1.5663, loss: 1.5663, grad_norm: 4.3170 2021-06-26 08:41:58,091 - mmaction - INFO - Epoch [154][1580/1879] lr: 8.719e-03, eta: 1 day, 6:40:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8281, loss_cls: 1.5621, loss: 1.5621, grad_norm: 4.4080 2021-06-26 08:42:42,801 - mmaction - INFO - Epoch [154][1600/1879] lr: 8.719e-03, eta: 1 day, 6:39:24, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.5938, top5_acc: 0.8184, loss_cls: 1.6781, loss: 1.6781, grad_norm: 4.5382 2021-06-26 08:43:27,526 - mmaction - INFO - Epoch [154][1620/1879] lr: 8.719e-03, eta: 1 day, 6:38:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8254, loss_cls: 1.6282, loss: 1.6282, grad_norm: 4.5182 2021-06-26 08:44:12,364 - mmaction - INFO - Epoch [154][1640/1879] lr: 8.719e-03, eta: 1 day, 6:37:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6043, top5_acc: 0.8156, loss_cls: 1.6749, loss: 1.6749, grad_norm: 4.4859 2021-06-26 08:44:57,015 - mmaction - INFO - Epoch [154][1660/1879] lr: 8.719e-03, eta: 1 day, 6:37:09, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8266, loss_cls: 1.6284, loss: 1.6284, grad_norm: 4.3262 2021-06-26 08:45:41,700 - mmaction - INFO - Epoch [154][1680/1879] lr: 8.719e-03, eta: 1 day, 6:36:24, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8336, loss_cls: 1.5374, loss: 1.5374, grad_norm: 4.1818 2021-06-26 08:46:26,512 - mmaction - INFO - Epoch [154][1700/1879] lr: 8.719e-03, eta: 1 day, 6:35:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8254, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.4178 2021-06-26 08:47:11,219 - mmaction - INFO - Epoch [154][1720/1879] lr: 8.719e-03, eta: 1 day, 6:34:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8406, loss_cls: 1.5374, loss: 1.5374, grad_norm: 4.1920 2021-06-26 08:47:55,985 - mmaction - INFO - Epoch [154][1740/1879] lr: 8.719e-03, eta: 1 day, 6:34:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6086, top5_acc: 0.8207, loss_cls: 1.6046, loss: 1.6046, grad_norm: 4.3215 2021-06-26 08:48:40,643 - mmaction - INFO - Epoch [154][1760/1879] lr: 8.719e-03, eta: 1 day, 6:33:25, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8277, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.2640 2021-06-26 08:49:25,378 - mmaction - INFO - Epoch [154][1780/1879] lr: 8.719e-03, eta: 1 day, 6:32:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8156, loss_cls: 1.6281, loss: 1.6281, grad_norm: 4.3733 2021-06-26 08:50:10,144 - mmaction - INFO - Epoch [154][1800/1879] lr: 8.719e-03, eta: 1 day, 6:31:55, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8230, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.2907 2021-06-26 08:50:54,835 - mmaction - INFO - Epoch [154][1820/1879] lr: 8.719e-03, eta: 1 day, 6:31:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.4805 2021-06-26 08:51:39,504 - mmaction - INFO - Epoch [154][1840/1879] lr: 8.719e-03, eta: 1 day, 6:30:25, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8355, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.3373 2021-06-26 08:52:24,291 - mmaction - INFO - Epoch [154][1860/1879] lr: 8.719e-03, eta: 1 day, 6:29:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6024, loss: 1.6024, grad_norm: 4.4141 2021-06-26 08:53:07,253 - mmaction - INFO - Saving checkpoint at 154 epochs 2021-06-26 08:54:39,315 - mmaction - INFO - Epoch [155][20/1879] lr: 8.096e-03, eta: 1 day, 6:28:13, time: 4.582, data_time: 2.339, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8266, loss_cls: 1.6121, loss: 1.6121, grad_norm: 4.2959 2021-06-26 08:55:24,207 - mmaction - INFO - Epoch [155][40/1879] lr: 8.096e-03, eta: 1 day, 6:27:28, time: 2.249, data_time: 0.008, memory: 7544, top1_acc: 0.6402, top5_acc: 0.8492, loss_cls: 1.5050, loss: 1.5050, grad_norm: 4.1776 2021-06-26 08:56:09,027 - mmaction - INFO - Epoch [155][60/1879] lr: 8.096e-03, eta: 1 day, 6:26:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8418, loss_cls: 1.5216, loss: 1.5216, grad_norm: 4.2044 2021-06-26 08:56:54,070 - mmaction - INFO - Epoch [155][80/1879] lr: 8.096e-03, eta: 1 day, 6:25:58, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.4930, loss: 1.4930, grad_norm: 4.2563 2021-06-26 08:57:39,014 - mmaction - INFO - Epoch [155][100/1879] lr: 8.096e-03, eta: 1 day, 6:25:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8309, loss_cls: 1.5374, loss: 1.5374, grad_norm: 4.3872 2021-06-26 08:58:23,935 - mmaction - INFO - Epoch [155][120/1879] lr: 8.096e-03, eta: 1 day, 6:24:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8262, loss_cls: 1.5973, loss: 1.5973, grad_norm: 4.5664 2021-06-26 08:59:08,867 - mmaction - INFO - Epoch [155][140/1879] lr: 8.096e-03, eta: 1 day, 6:23:43, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.5070, loss: 1.5070, grad_norm: 4.3147 2021-06-26 08:59:53,876 - mmaction - INFO - Epoch [155][160/1879] lr: 8.096e-03, eta: 1 day, 6:22:58, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8258, loss_cls: 1.5954, loss: 1.5954, grad_norm: 4.5122 2021-06-26 09:00:38,883 - mmaction - INFO - Epoch [155][180/1879] lr: 8.096e-03, eta: 1 day, 6:22:14, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6402, top5_acc: 0.8336, loss_cls: 1.5320, loss: 1.5320, grad_norm: 4.4080 2021-06-26 09:01:23,744 - mmaction - INFO - Epoch [155][200/1879] lr: 8.096e-03, eta: 1 day, 6:21:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6211, top5_acc: 0.8223, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.3677 2021-06-26 09:02:08,749 - mmaction - INFO - Epoch [155][220/1879] lr: 8.096e-03, eta: 1 day, 6:20:44, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8395, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.2426 2021-06-26 09:02:53,639 - mmaction - INFO - Epoch [155][240/1879] lr: 8.096e-03, eta: 1 day, 6:19:59, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5534, loss: 1.5534, grad_norm: 4.3473 2021-06-26 09:03:38,516 - mmaction - INFO - Epoch [155][260/1879] lr: 8.096e-03, eta: 1 day, 6:19:14, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5680, loss: 1.5680, grad_norm: 4.4338 2021-06-26 09:04:23,393 - mmaction - INFO - Epoch [155][280/1879] lr: 8.096e-03, eta: 1 day, 6:18:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8422, loss_cls: 1.5175, loss: 1.5175, grad_norm: 4.4409 2021-06-26 09:05:08,250 - mmaction - INFO - Epoch [155][300/1879] lr: 8.096e-03, eta: 1 day, 6:17:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8254, loss_cls: 1.5756, loss: 1.5756, grad_norm: 4.3839 2021-06-26 09:05:53,140 - mmaction - INFO - Epoch [155][320/1879] lr: 8.096e-03, eta: 1 day, 6:16:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6098, top5_acc: 0.8164, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.4838 2021-06-26 09:06:37,935 - mmaction - INFO - Epoch [155][340/1879] lr: 8.096e-03, eta: 1 day, 6:16:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8352, loss_cls: 1.5507, loss: 1.5507, grad_norm: 4.2368 2021-06-26 09:07:22,739 - mmaction - INFO - Epoch [155][360/1879] lr: 8.096e-03, eta: 1 day, 6:15:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8508, loss_cls: 1.4646, loss: 1.4646, grad_norm: 4.1957 2021-06-26 09:08:07,474 - mmaction - INFO - Epoch [155][380/1879] lr: 8.096e-03, eta: 1 day, 6:14:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6145, top5_acc: 0.8227, loss_cls: 1.6099, loss: 1.6099, grad_norm: 4.3675 2021-06-26 09:08:52,129 - mmaction - INFO - Epoch [155][400/1879] lr: 8.096e-03, eta: 1 day, 6:13:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8410, loss_cls: 1.5258, loss: 1.5258, grad_norm: 4.4109 2021-06-26 09:09:36,798 - mmaction - INFO - Epoch [155][420/1879] lr: 8.096e-03, eta: 1 day, 6:13:14, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8223, loss_cls: 1.6098, loss: 1.6098, grad_norm: 4.3871 2021-06-26 09:10:21,532 - mmaction - INFO - Epoch [155][440/1879] lr: 8.096e-03, eta: 1 day, 6:12:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5748, loss: 1.5748, grad_norm: 4.3981 2021-06-26 09:11:06,272 - mmaction - INFO - Epoch [155][460/1879] lr: 8.096e-03, eta: 1 day, 6:11:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6234, top5_acc: 0.8262, loss_cls: 1.5884, loss: 1.5884, grad_norm: 4.3190 2021-06-26 09:11:51,016 - mmaction - INFO - Epoch [155][480/1879] lr: 8.096e-03, eta: 1 day, 6:10:59, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8277, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.3952 2021-06-26 09:12:35,754 - mmaction - INFO - Epoch [155][500/1879] lr: 8.096e-03, eta: 1 day, 6:10:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6062, top5_acc: 0.8223, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.3966 2021-06-26 09:13:20,445 - mmaction - INFO - Epoch [155][520/1879] lr: 8.096e-03, eta: 1 day, 6:09:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8473, loss_cls: 1.5063, loss: 1.5063, grad_norm: 4.3113 2021-06-26 09:14:05,065 - mmaction - INFO - Epoch [155][540/1879] lr: 8.096e-03, eta: 1 day, 6:08:44, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8234, loss_cls: 1.5645, loss: 1.5645, grad_norm: 4.3393 2021-06-26 09:14:49,781 - mmaction - INFO - Epoch [155][560/1879] lr: 8.096e-03, eta: 1 day, 6:08:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8281, loss_cls: 1.6106, loss: 1.6106, grad_norm: 4.4387 2021-06-26 09:15:34,599 - mmaction - INFO - Epoch [155][580/1879] lr: 8.096e-03, eta: 1 day, 6:07:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8324, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.2568 2021-06-26 09:16:19,426 - mmaction - INFO - Epoch [155][600/1879] lr: 8.096e-03, eta: 1 day, 6:06:30, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8434, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.3138 2021-06-26 09:17:04,284 - mmaction - INFO - Epoch [155][620/1879] lr: 8.096e-03, eta: 1 day, 6:05:45, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8254, loss_cls: 1.6034, loss: 1.6034, grad_norm: 4.4191 2021-06-26 09:17:49,017 - mmaction - INFO - Epoch [155][640/1879] lr: 8.096e-03, eta: 1 day, 6:05:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5812, loss: 1.5812, grad_norm: 4.3069 2021-06-26 09:18:33,810 - mmaction - INFO - Epoch [155][660/1879] lr: 8.096e-03, eta: 1 day, 6:04:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8363, loss_cls: 1.5865, loss: 1.5865, grad_norm: 4.3824 2021-06-26 09:19:18,457 - mmaction - INFO - Epoch [155][680/1879] lr: 8.096e-03, eta: 1 day, 6:03:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6016, top5_acc: 0.8246, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.4716 2021-06-26 09:20:03,249 - mmaction - INFO - Epoch [155][700/1879] lr: 8.096e-03, eta: 1 day, 6:02:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6332, top5_acc: 0.8406, loss_cls: 1.5373, loss: 1.5373, grad_norm: 4.2769 2021-06-26 09:20:48,067 - mmaction - INFO - Epoch [155][720/1879] lr: 8.096e-03, eta: 1 day, 6:02:00, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6234, top5_acc: 0.8164, loss_cls: 1.6111, loss: 1.6111, grad_norm: 4.3260 2021-06-26 09:21:32,754 - mmaction - INFO - Epoch [155][740/1879] lr: 8.096e-03, eta: 1 day, 6:01:15, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6254, loss: 1.6254, grad_norm: 4.3515 2021-06-26 09:22:17,524 - mmaction - INFO - Epoch [155][760/1879] lr: 8.096e-03, eta: 1 day, 6:00:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.3546 2021-06-26 09:23:02,325 - mmaction - INFO - Epoch [155][780/1879] lr: 8.096e-03, eta: 1 day, 5:59:45, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8227, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.2865 2021-06-26 09:23:46,989 - mmaction - INFO - Epoch [155][800/1879] lr: 8.096e-03, eta: 1 day, 5:59:00, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8402, loss_cls: 1.5385, loss: 1.5385, grad_norm: 4.3894 2021-06-26 09:24:31,741 - mmaction - INFO - Epoch [155][820/1879] lr: 8.096e-03, eta: 1 day, 5:58:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8371, loss_cls: 1.5850, loss: 1.5850, grad_norm: 4.3516 2021-06-26 09:25:16,401 - mmaction - INFO - Epoch [155][840/1879] lr: 8.096e-03, eta: 1 day, 5:57:30, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5586, loss: 1.5586, grad_norm: 4.2472 2021-06-26 09:26:01,127 - mmaction - INFO - Epoch [155][860/1879] lr: 8.096e-03, eta: 1 day, 5:56:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8301, loss_cls: 1.5696, loss: 1.5696, grad_norm: 4.4287 2021-06-26 09:26:45,995 - mmaction - INFO - Epoch [155][880/1879] lr: 8.096e-03, eta: 1 day, 5:56:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8246, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.3830 2021-06-26 09:27:30,637 - mmaction - INFO - Epoch [155][900/1879] lr: 8.096e-03, eta: 1 day, 5:55:15, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8230, loss_cls: 1.6276, loss: 1.6276, grad_norm: 4.3082 2021-06-26 09:28:15,288 - mmaction - INFO - Epoch [155][920/1879] lr: 8.096e-03, eta: 1 day, 5:54:30, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8242, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.3499 2021-06-26 09:29:00,069 - mmaction - INFO - Epoch [155][940/1879] lr: 8.096e-03, eta: 1 day, 5:53:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6172, top5_acc: 0.8246, loss_cls: 1.6249, loss: 1.6249, grad_norm: 4.4391 2021-06-26 09:29:44,866 - mmaction - INFO - Epoch [155][960/1879] lr: 8.096e-03, eta: 1 day, 5:53:00, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8270, loss_cls: 1.5804, loss: 1.5804, grad_norm: 4.3957 2021-06-26 09:30:29,984 - mmaction - INFO - Epoch [155][980/1879] lr: 8.096e-03, eta: 1 day, 5:52:16, time: 2.256, data_time: 0.000, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.5996, loss: 1.5996, grad_norm: 4.4211 2021-06-26 09:31:14,845 - mmaction - INFO - Epoch [155][1000/1879] lr: 8.096e-03, eta: 1 day, 5:51:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5243, loss: 1.5243, grad_norm: 4.3604 2021-06-26 09:31:59,645 - mmaction - INFO - Epoch [155][1020/1879] lr: 8.096e-03, eta: 1 day, 5:50:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6145, top5_acc: 0.8262, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.3071 2021-06-26 09:32:44,491 - mmaction - INFO - Epoch [155][1040/1879] lr: 8.096e-03, eta: 1 day, 5:50:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8258, loss_cls: 1.5954, loss: 1.5954, grad_norm: 4.3158 2021-06-26 09:33:29,299 - mmaction - INFO - Epoch [155][1060/1879] lr: 8.096e-03, eta: 1 day, 5:49:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8270, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.2584 2021-06-26 09:34:13,948 - mmaction - INFO - Epoch [155][1080/1879] lr: 8.096e-03, eta: 1 day, 5:48:31, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8285, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.2947 2021-06-26 09:34:58,659 - mmaction - INFO - Epoch [155][1100/1879] lr: 8.096e-03, eta: 1 day, 5:47:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.3771 2021-06-26 09:35:43,373 - mmaction - INFO - Epoch [155][1120/1879] lr: 8.096e-03, eta: 1 day, 5:47:01, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6109, top5_acc: 0.8254, loss_cls: 1.6029, loss: 1.6029, grad_norm: 4.4004 2021-06-26 09:36:28,114 - mmaction - INFO - Epoch [155][1140/1879] lr: 8.096e-03, eta: 1 day, 5:46:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8285, loss_cls: 1.5305, loss: 1.5305, grad_norm: 4.2560 2021-06-26 09:37:12,772 - mmaction - INFO - Epoch [155][1160/1879] lr: 8.096e-03, eta: 1 day, 5:45:31, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8352, loss_cls: 1.5582, loss: 1.5582, grad_norm: 4.3721 2021-06-26 09:37:57,498 - mmaction - INFO - Epoch [155][1180/1879] lr: 8.096e-03, eta: 1 day, 5:44:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.3230 2021-06-26 09:38:42,379 - mmaction - INFO - Epoch [155][1200/1879] lr: 8.096e-03, eta: 1 day, 5:44:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5450, loss: 1.5450, grad_norm: 4.4427 2021-06-26 09:39:27,180 - mmaction - INFO - Epoch [155][1220/1879] lr: 8.096e-03, eta: 1 day, 5:43:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.4188 2021-06-26 09:40:11,891 - mmaction - INFO - Epoch [155][1240/1879] lr: 8.096e-03, eta: 1 day, 5:42:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6285, top5_acc: 0.8355, loss_cls: 1.5559, loss: 1.5559, grad_norm: 4.3051 2021-06-26 09:40:56,785 - mmaction - INFO - Epoch [155][1260/1879] lr: 8.096e-03, eta: 1 day, 5:41:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6277, top5_acc: 0.8336, loss_cls: 1.5461, loss: 1.5461, grad_norm: 4.2841 2021-06-26 09:41:41,568 - mmaction - INFO - Epoch [155][1280/1879] lr: 8.096e-03, eta: 1 day, 5:41:01, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6094, top5_acc: 0.8230, loss_cls: 1.6178, loss: 1.6178, grad_norm: 4.5283 2021-06-26 09:42:26,366 - mmaction - INFO - Epoch [155][1300/1879] lr: 8.096e-03, eta: 1 day, 5:40:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8266, loss_cls: 1.5889, loss: 1.5889, grad_norm: 4.4691 2021-06-26 09:43:11,087 - mmaction - INFO - Epoch [155][1320/1879] lr: 8.096e-03, eta: 1 day, 5:39:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8238, loss_cls: 1.6169, loss: 1.6169, grad_norm: 4.5093 2021-06-26 09:43:55,809 - mmaction - INFO - Epoch [155][1340/1879] lr: 8.096e-03, eta: 1 day, 5:38:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6308, loss: 1.6308, grad_norm: 4.4980 2021-06-26 09:44:40,608 - mmaction - INFO - Epoch [155][1360/1879] lr: 8.096e-03, eta: 1 day, 5:38:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6310, loss: 1.6310, grad_norm: 4.4412 2021-06-26 09:45:25,323 - mmaction - INFO - Epoch [155][1380/1879] lr: 8.096e-03, eta: 1 day, 5:37:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6277, top5_acc: 0.8340, loss_cls: 1.5495, loss: 1.5495, grad_norm: 4.3824 2021-06-26 09:46:10,134 - mmaction - INFO - Epoch [155][1400/1879] lr: 8.096e-03, eta: 1 day, 5:36:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8219, loss_cls: 1.6055, loss: 1.6055, grad_norm: 4.3898 2021-06-26 09:46:54,909 - mmaction - INFO - Epoch [155][1420/1879] lr: 8.096e-03, eta: 1 day, 5:35:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6090, top5_acc: 0.8273, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.3393 2021-06-26 09:47:39,664 - mmaction - INFO - Epoch [155][1440/1879] lr: 8.096e-03, eta: 1 day, 5:35:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8324, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.4183 2021-06-26 09:48:24,504 - mmaction - INFO - Epoch [155][1460/1879] lr: 8.096e-03, eta: 1 day, 5:34:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8301, loss_cls: 1.5799, loss: 1.5799, grad_norm: 4.3389 2021-06-26 09:49:09,323 - mmaction - INFO - Epoch [155][1480/1879] lr: 8.096e-03, eta: 1 day, 5:33:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.3937 2021-06-26 09:49:54,215 - mmaction - INFO - Epoch [155][1500/1879] lr: 8.096e-03, eta: 1 day, 5:32:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8355, loss_cls: 1.5261, loss: 1.5261, grad_norm: 4.3614 2021-06-26 09:50:39,002 - mmaction - INFO - Epoch [155][1520/1879] lr: 8.096e-03, eta: 1 day, 5:32:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5472, loss: 1.5472, grad_norm: 4.5169 2021-06-26 09:51:23,745 - mmaction - INFO - Epoch [155][1540/1879] lr: 8.096e-03, eta: 1 day, 5:31:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8187, loss_cls: 1.6283, loss: 1.6283, grad_norm: 4.4469 2021-06-26 09:52:08,472 - mmaction - INFO - Epoch [155][1560/1879] lr: 8.096e-03, eta: 1 day, 5:30:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8113, loss_cls: 1.6447, loss: 1.6447, grad_norm: 4.3348 2021-06-26 09:52:53,166 - mmaction - INFO - Epoch [155][1580/1879] lr: 8.096e-03, eta: 1 day, 5:29:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6082, top5_acc: 0.8227, loss_cls: 1.6211, loss: 1.6211, grad_norm: 4.4248 2021-06-26 09:53:37,900 - mmaction - INFO - Epoch [155][1600/1879] lr: 8.096e-03, eta: 1 day, 5:29:02, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8332, loss_cls: 1.5396, loss: 1.5396, grad_norm: 4.3829 2021-06-26 09:54:22,627 - mmaction - INFO - Epoch [155][1620/1879] lr: 8.096e-03, eta: 1 day, 5:28:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8352, loss_cls: 1.5797, loss: 1.5797, grad_norm: 4.3966 2021-06-26 09:55:07,192 - mmaction - INFO - Epoch [155][1640/1879] lr: 8.096e-03, eta: 1 day, 5:27:32, time: 2.228, data_time: 0.001, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8363, loss_cls: 1.5325, loss: 1.5325, grad_norm: 4.3734 2021-06-26 09:55:51,941 - mmaction - INFO - Epoch [155][1660/1879] lr: 8.096e-03, eta: 1 day, 5:26:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6148, top5_acc: 0.8355, loss_cls: 1.5728, loss: 1.5728, grad_norm: 4.5516 2021-06-26 09:56:36,758 - mmaction - INFO - Epoch [155][1680/1879] lr: 8.096e-03, eta: 1 day, 5:26:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8371, loss_cls: 1.5324, loss: 1.5324, grad_norm: 4.3455 2021-06-26 09:57:21,555 - mmaction - INFO - Epoch [155][1700/1879] lr: 8.096e-03, eta: 1 day, 5:25:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8191, loss_cls: 1.6026, loss: 1.6026, grad_norm: 4.3840 2021-06-26 09:58:06,279 - mmaction - INFO - Epoch [155][1720/1879] lr: 8.096e-03, eta: 1 day, 5:24:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6129, top5_acc: 0.8250, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.4395 2021-06-26 09:58:51,016 - mmaction - INFO - Epoch [155][1740/1879] lr: 8.096e-03, eta: 1 day, 5:23:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6211, top5_acc: 0.8246, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.3584 2021-06-26 09:59:35,790 - mmaction - INFO - Epoch [155][1760/1879] lr: 8.096e-03, eta: 1 day, 5:23:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8379, loss_cls: 1.5312, loss: 1.5312, grad_norm: 4.4596 2021-06-26 10:00:20,497 - mmaction - INFO - Epoch [155][1780/1879] lr: 8.096e-03, eta: 1 day, 5:22:18, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8277, loss_cls: 1.5695, loss: 1.5695, grad_norm: 4.3543 2021-06-26 10:01:05,293 - mmaction - INFO - Epoch [155][1800/1879] lr: 8.096e-03, eta: 1 day, 5:21:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8348, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.3181 2021-06-26 10:01:50,166 - mmaction - INFO - Epoch [155][1820/1879] lr: 8.096e-03, eta: 1 day, 5:20:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8281, loss_cls: 1.5715, loss: 1.5715, grad_norm: 4.4350 2021-06-26 10:02:34,823 - mmaction - INFO - Epoch [155][1840/1879] lr: 8.096e-03, eta: 1 day, 5:20:03, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8184, loss_cls: 1.6005, loss: 1.6005, grad_norm: 4.4330 2021-06-26 10:03:19,504 - mmaction - INFO - Epoch [155][1860/1879] lr: 8.096e-03, eta: 1 day, 5:19:18, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8246, loss_cls: 1.5963, loss: 1.5963, grad_norm: 4.4103 2021-06-26 10:04:02,611 - mmaction - INFO - Saving checkpoint at 155 epochs 2021-06-26 10:05:34,367 - mmaction - INFO - Epoch [156][20/1879] lr: 7.495e-03, eta: 1 day, 5:17:51, time: 4.560, data_time: 2.312, memory: 7544, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6230, loss: 1.6230, grad_norm: 4.4727 2021-06-26 10:06:19,071 - mmaction - INFO - Epoch [156][40/1879] lr: 7.495e-03, eta: 1 day, 5:17:06, time: 2.235, data_time: 0.003, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8473, loss_cls: 1.5150, loss: 1.5150, grad_norm: 4.3699 2021-06-26 10:07:03,943 - mmaction - INFO - Epoch [156][60/1879] lr: 7.495e-03, eta: 1 day, 5:16:21, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8234, loss_cls: 1.6179, loss: 1.6179, grad_norm: 4.4602 2021-06-26 10:07:48,778 - mmaction - INFO - Epoch [156][80/1879] lr: 7.495e-03, eta: 1 day, 5:15:36, time: 2.242, data_time: 0.002, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.5115, loss: 1.5115, grad_norm: 4.2565 2021-06-26 10:08:33,692 - mmaction - INFO - Epoch [156][100/1879] lr: 7.495e-03, eta: 1 day, 5:14:51, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8477, loss_cls: 1.4623, loss: 1.4623, grad_norm: 4.3050 2021-06-26 10:09:18,675 - mmaction - INFO - Epoch [156][120/1879] lr: 7.495e-03, eta: 1 day, 5:14:06, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6527, top5_acc: 0.8387, loss_cls: 1.4802, loss: 1.4802, grad_norm: 4.3137 2021-06-26 10:10:03,806 - mmaction - INFO - Epoch [156][140/1879] lr: 7.495e-03, eta: 1 day, 5:13:21, time: 2.257, data_time: 0.001, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8262, loss_cls: 1.5815, loss: 1.5815, grad_norm: 4.4623 2021-06-26 10:10:48,652 - mmaction - INFO - Epoch [156][160/1879] lr: 7.495e-03, eta: 1 day, 5:12:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8309, loss_cls: 1.5648, loss: 1.5648, grad_norm: 4.3561 2021-06-26 10:11:33,650 - mmaction - INFO - Epoch [156][180/1879] lr: 7.495e-03, eta: 1 day, 5:11:51, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6277, top5_acc: 0.8309, loss_cls: 1.5786, loss: 1.5786, grad_norm: 4.4977 2021-06-26 10:12:18,541 - mmaction - INFO - Epoch [156][200/1879] lr: 7.495e-03, eta: 1 day, 5:11:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5358, loss: 1.5358, grad_norm: 4.4451 2021-06-26 10:13:03,468 - mmaction - INFO - Epoch [156][220/1879] lr: 7.495e-03, eta: 1 day, 5:10:21, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8301, loss_cls: 1.5808, loss: 1.5808, grad_norm: 4.5237 2021-06-26 10:13:48,386 - mmaction - INFO - Epoch [156][240/1879] lr: 7.495e-03, eta: 1 day, 5:09:37, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8359, loss_cls: 1.5680, loss: 1.5680, grad_norm: 4.4721 2021-06-26 10:14:33,283 - mmaction - INFO - Epoch [156][260/1879] lr: 7.495e-03, eta: 1 day, 5:08:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8313, loss_cls: 1.5102, loss: 1.5102, grad_norm: 4.3659 2021-06-26 10:15:18,213 - mmaction - INFO - Epoch [156][280/1879] lr: 7.495e-03, eta: 1 day, 5:08:07, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8352, loss_cls: 1.5054, loss: 1.5054, grad_norm: 4.3387 2021-06-26 10:16:03,094 - mmaction - INFO - Epoch [156][300/1879] lr: 7.495e-03, eta: 1 day, 5:07:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8270, loss_cls: 1.6028, loss: 1.6028, grad_norm: 4.4425 2021-06-26 10:16:47,933 - mmaction - INFO - Epoch [156][320/1879] lr: 7.495e-03, eta: 1 day, 5:06:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6242, top5_acc: 0.8348, loss_cls: 1.5635, loss: 1.5635, grad_norm: 4.4275 2021-06-26 10:17:32,801 - mmaction - INFO - Epoch [156][340/1879] lr: 7.495e-03, eta: 1 day, 5:05:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8371, loss_cls: 1.5178, loss: 1.5178, grad_norm: 4.3187 2021-06-26 10:18:17,626 - mmaction - INFO - Epoch [156][360/1879] lr: 7.495e-03, eta: 1 day, 5:05:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6020, loss: 1.6020, grad_norm: 4.5504 2021-06-26 10:19:02,384 - mmaction - INFO - Epoch [156][380/1879] lr: 7.495e-03, eta: 1 day, 5:04:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8363, loss_cls: 1.5443, loss: 1.5443, grad_norm: 4.4299 2021-06-26 10:19:47,156 - mmaction - INFO - Epoch [156][400/1879] lr: 7.495e-03, eta: 1 day, 5:03:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8301, loss_cls: 1.5843, loss: 1.5843, grad_norm: 4.4138 2021-06-26 10:20:32,025 - mmaction - INFO - Epoch [156][420/1879] lr: 7.495e-03, eta: 1 day, 5:02:52, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6230, top5_acc: 0.8359, loss_cls: 1.5776, loss: 1.5776, grad_norm: 4.4666 2021-06-26 10:21:16,865 - mmaction - INFO - Epoch [156][440/1879] lr: 7.495e-03, eta: 1 day, 5:02:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8367, loss_cls: 1.5067, loss: 1.5067, grad_norm: 4.2660 2021-06-26 10:22:01,687 - mmaction - INFO - Epoch [156][460/1879] lr: 7.495e-03, eta: 1 day, 5:01:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8355, loss_cls: 1.5595, loss: 1.5595, grad_norm: 4.4258 2021-06-26 10:22:46,467 - mmaction - INFO - Epoch [156][480/1879] lr: 7.495e-03, eta: 1 day, 5:00:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6137, top5_acc: 0.8184, loss_cls: 1.6140, loss: 1.6140, grad_norm: 4.4734 2021-06-26 10:23:31,137 - mmaction - INFO - Epoch [156][500/1879] lr: 7.495e-03, eta: 1 day, 4:59:52, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8230, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.4207 2021-06-26 10:24:15,891 - mmaction - INFO - Epoch [156][520/1879] lr: 7.495e-03, eta: 1 day, 4:59:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5448, loss: 1.5448, grad_norm: 4.4762 2021-06-26 10:25:00,818 - mmaction - INFO - Epoch [156][540/1879] lr: 7.495e-03, eta: 1 day, 4:58:22, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8309, loss_cls: 1.5500, loss: 1.5500, grad_norm: 4.4610 2021-06-26 10:25:45,783 - mmaction - INFO - Epoch [156][560/1879] lr: 7.495e-03, eta: 1 day, 4:57:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8371, loss_cls: 1.5424, loss: 1.5424, grad_norm: 4.4557 2021-06-26 10:26:30,550 - mmaction - INFO - Epoch [156][580/1879] lr: 7.495e-03, eta: 1 day, 4:56:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6492, top5_acc: 0.8340, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.3817 2021-06-26 10:27:15,407 - mmaction - INFO - Epoch [156][600/1879] lr: 7.495e-03, eta: 1 day, 4:56:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5692, loss: 1.5692, grad_norm: 4.4645 2021-06-26 10:28:00,201 - mmaction - INFO - Epoch [156][620/1879] lr: 7.495e-03, eta: 1 day, 4:55:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8246, loss_cls: 1.5933, loss: 1.5933, grad_norm: 4.3916 2021-06-26 10:28:44,994 - mmaction - INFO - Epoch [156][640/1879] lr: 7.495e-03, eta: 1 day, 4:54:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5522, loss: 1.5522, grad_norm: 4.4799 2021-06-26 10:29:29,623 - mmaction - INFO - Epoch [156][660/1879] lr: 7.495e-03, eta: 1 day, 4:53:53, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8410, loss_cls: 1.5181, loss: 1.5181, grad_norm: 4.4945 2021-06-26 10:30:14,283 - mmaction - INFO - Epoch [156][680/1879] lr: 7.495e-03, eta: 1 day, 4:53:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8246, loss_cls: 1.5787, loss: 1.5787, grad_norm: 4.4033 2021-06-26 10:30:59,032 - mmaction - INFO - Epoch [156][700/1879] lr: 7.495e-03, eta: 1 day, 4:52:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8379, loss_cls: 1.4971, loss: 1.4971, grad_norm: 4.3405 2021-06-26 10:31:43,711 - mmaction - INFO - Epoch [156][720/1879] lr: 7.495e-03, eta: 1 day, 4:51:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8379, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.3216 2021-06-26 10:32:28,448 - mmaction - INFO - Epoch [156][740/1879] lr: 7.495e-03, eta: 1 day, 4:50:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8449, loss_cls: 1.5020, loss: 1.5020, grad_norm: 4.3782 2021-06-26 10:33:13,166 - mmaction - INFO - Epoch [156][760/1879] lr: 7.495e-03, eta: 1 day, 4:50:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8410, loss_cls: 1.5279, loss: 1.5279, grad_norm: 4.5651 2021-06-26 10:33:57,904 - mmaction - INFO - Epoch [156][780/1879] lr: 7.495e-03, eta: 1 day, 4:49:23, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5725, loss: 1.5725, grad_norm: 4.5072 2021-06-26 10:34:42,643 - mmaction - INFO - Epoch [156][800/1879] lr: 7.495e-03, eta: 1 day, 4:48:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6348, top5_acc: 0.8352, loss_cls: 1.5237, loss: 1.5237, grad_norm: 4.3501 2021-06-26 10:35:27,368 - mmaction - INFO - Epoch [156][820/1879] lr: 7.495e-03, eta: 1 day, 4:47:53, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8285, loss_cls: 1.5521, loss: 1.5521, grad_norm: 4.4834 2021-06-26 10:36:12,118 - mmaction - INFO - Epoch [156][840/1879] lr: 7.495e-03, eta: 1 day, 4:47:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8379, loss_cls: 1.5390, loss: 1.5390, grad_norm: 4.3862 2021-06-26 10:36:56,760 - mmaction - INFO - Epoch [156][860/1879] lr: 7.495e-03, eta: 1 day, 4:46:23, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.4292 2021-06-26 10:37:41,523 - mmaction - INFO - Epoch [156][880/1879] lr: 7.495e-03, eta: 1 day, 4:45:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8227, loss_cls: 1.6008, loss: 1.6008, grad_norm: 4.5977 2021-06-26 10:38:26,147 - mmaction - INFO - Epoch [156][900/1879] lr: 7.495e-03, eta: 1 day, 4:44:53, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.5513, loss: 1.5513, grad_norm: 4.4773 2021-06-26 10:39:10,895 - mmaction - INFO - Epoch [156][920/1879] lr: 7.495e-03, eta: 1 day, 4:44:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8305, loss_cls: 1.5876, loss: 1.5876, grad_norm: 4.4410 2021-06-26 10:39:55,648 - mmaction - INFO - Epoch [156][940/1879] lr: 7.495e-03, eta: 1 day, 4:43:23, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.5464 2021-06-26 10:40:40,290 - mmaction - INFO - Epoch [156][960/1879] lr: 7.495e-03, eta: 1 day, 4:42:38, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5825, loss: 1.5825, grad_norm: 4.5449 2021-06-26 10:41:25,059 - mmaction - INFO - Epoch [156][980/1879] lr: 7.495e-03, eta: 1 day, 4:41:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8293, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.4117 2021-06-26 10:42:09,892 - mmaction - INFO - Epoch [156][1000/1879] lr: 7.495e-03, eta: 1 day, 4:41:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8422, loss_cls: 1.5478, loss: 1.5478, grad_norm: 4.5074 2021-06-26 10:42:54,848 - mmaction - INFO - Epoch [156][1020/1879] lr: 7.495e-03, eta: 1 day, 4:40:24, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5339, loss: 1.5339, grad_norm: 4.5104 2021-06-26 10:43:39,727 - mmaction - INFO - Epoch [156][1040/1879] lr: 7.495e-03, eta: 1 day, 4:39:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5643, loss: 1.5643, grad_norm: 4.4687 2021-06-26 10:44:24,519 - mmaction - INFO - Epoch [156][1060/1879] lr: 7.495e-03, eta: 1 day, 4:38:54, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8301, loss_cls: 1.5660, loss: 1.5660, grad_norm: 4.5496 2021-06-26 10:45:09,268 - mmaction - INFO - Epoch [156][1080/1879] lr: 7.495e-03, eta: 1 day, 4:38:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5937, loss: 1.5937, grad_norm: 4.4836 2021-06-26 10:45:54,196 - mmaction - INFO - Epoch [156][1100/1879] lr: 7.495e-03, eta: 1 day, 4:37:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8301, loss_cls: 1.5839, loss: 1.5839, grad_norm: 4.4542 2021-06-26 10:46:38,974 - mmaction - INFO - Epoch [156][1120/1879] lr: 7.495e-03, eta: 1 day, 4:36:39, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8387, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.5109 2021-06-26 10:47:23,741 - mmaction - INFO - Epoch [156][1140/1879] lr: 7.495e-03, eta: 1 day, 4:35:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6113, top5_acc: 0.8289, loss_cls: 1.5795, loss: 1.5795, grad_norm: 4.5271 2021-06-26 10:48:08,485 - mmaction - INFO - Epoch [156][1160/1879] lr: 7.495e-03, eta: 1 day, 4:35:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6332, top5_acc: 0.8363, loss_cls: 1.5511, loss: 1.5511, grad_norm: 4.2928 2021-06-26 10:48:53,214 - mmaction - INFO - Epoch [156][1180/1879] lr: 7.495e-03, eta: 1 day, 4:34:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8379, loss_cls: 1.5333, loss: 1.5333, grad_norm: 4.3944 2021-06-26 10:49:37,859 - mmaction - INFO - Epoch [156][1200/1879] lr: 7.495e-03, eta: 1 day, 4:33:39, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8180, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.4414 2021-06-26 10:50:22,628 - mmaction - INFO - Epoch [156][1220/1879] lr: 7.495e-03, eta: 1 day, 4:32:54, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8313, loss_cls: 1.5234, loss: 1.5234, grad_norm: 4.2430 2021-06-26 10:51:07,486 - mmaction - INFO - Epoch [156][1240/1879] lr: 7.495e-03, eta: 1 day, 4:32:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6395, top5_acc: 0.8328, loss_cls: 1.5387, loss: 1.5387, grad_norm: 4.3543 2021-06-26 10:51:52,314 - mmaction - INFO - Epoch [156][1260/1879] lr: 7.495e-03, eta: 1 day, 4:31:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5129, loss: 1.5129, grad_norm: 4.3652 2021-06-26 10:52:36,997 - mmaction - INFO - Epoch [156][1280/1879] lr: 7.495e-03, eta: 1 day, 4:30:39, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8289, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.4111 2021-06-26 10:53:21,904 - mmaction - INFO - Epoch [156][1300/1879] lr: 7.495e-03, eta: 1 day, 4:29:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8363, loss_cls: 1.5354, loss: 1.5354, grad_norm: 4.3826 2021-06-26 10:54:06,686 - mmaction - INFO - Epoch [156][1320/1879] lr: 7.495e-03, eta: 1 day, 4:29:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.4449 2021-06-26 10:54:51,482 - mmaction - INFO - Epoch [156][1340/1879] lr: 7.495e-03, eta: 1 day, 4:28:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8336, loss_cls: 1.5672, loss: 1.5672, grad_norm: 4.5131 2021-06-26 10:55:36,190 - mmaction - INFO - Epoch [156][1360/1879] lr: 7.495e-03, eta: 1 day, 4:27:40, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8367, loss_cls: 1.5743, loss: 1.5743, grad_norm: 4.4310 2021-06-26 10:56:20,870 - mmaction - INFO - Epoch [156][1380/1879] lr: 7.495e-03, eta: 1 day, 4:26:55, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.3959 2021-06-26 10:57:05,773 - mmaction - INFO - Epoch [156][1400/1879] lr: 7.495e-03, eta: 1 day, 4:26:10, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8332, loss_cls: 1.5049, loss: 1.5049, grad_norm: 4.4136 2021-06-26 10:57:50,589 - mmaction - INFO - Epoch [156][1420/1879] lr: 7.495e-03, eta: 1 day, 4:25:25, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8332, loss_cls: 1.5816, loss: 1.5816, grad_norm: 4.5135 2021-06-26 10:58:35,389 - mmaction - INFO - Epoch [156][1440/1879] lr: 7.495e-03, eta: 1 day, 4:24:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8359, loss_cls: 1.5175, loss: 1.5175, grad_norm: 4.4290 2021-06-26 10:59:20,179 - mmaction - INFO - Epoch [156][1460/1879] lr: 7.495e-03, eta: 1 day, 4:23:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8426, loss_cls: 1.5145, loss: 1.5145, grad_norm: 4.4634 2021-06-26 11:00:04,941 - mmaction - INFO - Epoch [156][1480/1879] lr: 7.495e-03, eta: 1 day, 4:23:10, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8309, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.4081 2021-06-26 11:00:49,586 - mmaction - INFO - Epoch [156][1500/1879] lr: 7.495e-03, eta: 1 day, 4:22:25, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5465, loss: 1.5465, grad_norm: 4.3880 2021-06-26 11:01:34,389 - mmaction - INFO - Epoch [156][1520/1879] lr: 7.495e-03, eta: 1 day, 4:21:40, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6168, top5_acc: 0.8297, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.4090 2021-06-26 11:02:19,205 - mmaction - INFO - Epoch [156][1540/1879] lr: 7.495e-03, eta: 1 day, 4:20:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8262, loss_cls: 1.5303, loss: 1.5303, grad_norm: 4.2582 2021-06-26 11:03:03,834 - mmaction - INFO - Epoch [156][1560/1879] lr: 7.495e-03, eta: 1 day, 4:20:10, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5619, loss: 1.5619, grad_norm: 4.4415 2021-06-26 11:03:48,608 - mmaction - INFO - Epoch [156][1580/1879] lr: 7.495e-03, eta: 1 day, 4:19:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5618, loss: 1.5618, grad_norm: 4.4376 2021-06-26 11:04:33,507 - mmaction - INFO - Epoch [156][1600/1879] lr: 7.495e-03, eta: 1 day, 4:18:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8195, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.3688 2021-06-26 11:05:18,119 - mmaction - INFO - Epoch [156][1620/1879] lr: 7.495e-03, eta: 1 day, 4:17:55, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5809, loss: 1.5809, grad_norm: 4.4240 2021-06-26 11:06:02,948 - mmaction - INFO - Epoch [156][1640/1879] lr: 7.495e-03, eta: 1 day, 4:17:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.4014 2021-06-26 11:06:47,676 - mmaction - INFO - Epoch [156][1660/1879] lr: 7.495e-03, eta: 1 day, 4:16:25, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8301, loss_cls: 1.5490, loss: 1.5490, grad_norm: 4.4646 2021-06-26 11:07:32,462 - mmaction - INFO - Epoch [156][1680/1879] lr: 7.495e-03, eta: 1 day, 4:15:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8316, loss_cls: 1.5519, loss: 1.5519, grad_norm: 4.4774 2021-06-26 11:08:17,302 - mmaction - INFO - Epoch [156][1700/1879] lr: 7.495e-03, eta: 1 day, 4:14:55, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8363, loss_cls: 1.5573, loss: 1.5573, grad_norm: 4.4605 2021-06-26 11:09:02,193 - mmaction - INFO - Epoch [156][1720/1879] lr: 7.495e-03, eta: 1 day, 4:14:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8324, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.5016 2021-06-26 11:09:47,066 - mmaction - INFO - Epoch [156][1740/1879] lr: 7.495e-03, eta: 1 day, 4:13:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8355, loss_cls: 1.5440, loss: 1.5440, grad_norm: 4.4459 2021-06-26 11:10:31,800 - mmaction - INFO - Epoch [156][1760/1879] lr: 7.495e-03, eta: 1 day, 4:12:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8355, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.4525 2021-06-26 11:11:16,482 - mmaction - INFO - Epoch [156][1780/1879] lr: 7.495e-03, eta: 1 day, 4:11:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8242, loss_cls: 1.6013, loss: 1.6013, grad_norm: 4.4943 2021-06-26 11:12:01,373 - mmaction - INFO - Epoch [156][1800/1879] lr: 7.495e-03, eta: 1 day, 4:11:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.3535 2021-06-26 11:12:46,363 - mmaction - INFO - Epoch [156][1820/1879] lr: 7.495e-03, eta: 1 day, 4:10:26, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5741, loss: 1.5741, grad_norm: 4.3862 2021-06-26 11:13:31,198 - mmaction - INFO - Epoch [156][1840/1879] lr: 7.495e-03, eta: 1 day, 4:09:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5645, loss: 1.5645, grad_norm: 4.5238 2021-06-26 11:14:16,012 - mmaction - INFO - Epoch [156][1860/1879] lr: 7.495e-03, eta: 1 day, 4:08:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8273, loss_cls: 1.5648, loss: 1.5648, grad_norm: 4.5395 2021-06-26 11:14:58,907 - mmaction - INFO - Saving checkpoint at 156 epochs 2021-06-26 11:16:31,236 - mmaction - INFO - Epoch [157][20/1879] lr: 6.916e-03, eta: 1 day, 4:07:29, time: 4.599, data_time: 2.339, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.3872 2021-06-26 11:17:16,132 - mmaction - INFO - Epoch [157][40/1879] lr: 6.916e-03, eta: 1 day, 4:06:44, time: 2.245, data_time: 0.004, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8355, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.3782 2021-06-26 11:18:01,067 - mmaction - INFO - Epoch [157][60/1879] lr: 6.916e-03, eta: 1 day, 4:05:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8336, loss_cls: 1.5659, loss: 1.5659, grad_norm: 4.4404 2021-06-26 11:18:45,923 - mmaction - INFO - Epoch [157][80/1879] lr: 6.916e-03, eta: 1 day, 4:05:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8348, loss_cls: 1.5559, loss: 1.5559, grad_norm: 4.4213 2021-06-26 11:19:30,715 - mmaction - INFO - Epoch [157][100/1879] lr: 6.916e-03, eta: 1 day, 4:04:29, time: 2.240, data_time: 0.002, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8371, loss_cls: 1.5172, loss: 1.5172, grad_norm: 4.3139 2021-06-26 11:20:15,604 - mmaction - INFO - Epoch [157][120/1879] lr: 6.916e-03, eta: 1 day, 4:03:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5492, loss: 1.5492, grad_norm: 4.3446 2021-06-26 11:21:00,525 - mmaction - INFO - Epoch [157][140/1879] lr: 6.916e-03, eta: 1 day, 4:02:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8320, loss_cls: 1.5685, loss: 1.5685, grad_norm: 4.3870 2021-06-26 11:21:45,375 - mmaction - INFO - Epoch [157][160/1879] lr: 6.916e-03, eta: 1 day, 4:02:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8449, loss_cls: 1.5117, loss: 1.5117, grad_norm: 4.4339 2021-06-26 11:22:30,355 - mmaction - INFO - Epoch [157][180/1879] lr: 6.916e-03, eta: 1 day, 4:01:30, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8434, loss_cls: 1.5012, loss: 1.5012, grad_norm: 4.4484 2021-06-26 11:23:15,187 - mmaction - INFO - Epoch [157][200/1879] lr: 6.916e-03, eta: 1 day, 4:00:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8379, loss_cls: 1.4874, loss: 1.4874, grad_norm: 4.4206 2021-06-26 11:23:59,996 - mmaction - INFO - Epoch [157][220/1879] lr: 6.916e-03, eta: 1 day, 4:00:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8469, loss_cls: 1.4627, loss: 1.4627, grad_norm: 4.4396 2021-06-26 11:24:44,838 - mmaction - INFO - Epoch [157][240/1879] lr: 6.916e-03, eta: 1 day, 3:59:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6352, top5_acc: 0.8332, loss_cls: 1.5257, loss: 1.5257, grad_norm: 4.4133 2021-06-26 11:25:29,594 - mmaction - INFO - Epoch [157][260/1879] lr: 6.916e-03, eta: 1 day, 3:58:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8379, loss_cls: 1.5594, loss: 1.5594, grad_norm: 4.5550 2021-06-26 11:26:14,372 - mmaction - INFO - Epoch [157][280/1879] lr: 6.916e-03, eta: 1 day, 3:57:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5215, loss: 1.5215, grad_norm: 4.3863 2021-06-26 11:26:59,255 - mmaction - INFO - Epoch [157][300/1879] lr: 6.916e-03, eta: 1 day, 3:57:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4943, loss: 1.4943, grad_norm: 4.3003 2021-06-26 11:27:44,146 - mmaction - INFO - Epoch [157][320/1879] lr: 6.916e-03, eta: 1 day, 3:56:15, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8383, loss_cls: 1.5007, loss: 1.5007, grad_norm: 4.4233 2021-06-26 11:28:28,968 - mmaction - INFO - Epoch [157][340/1879] lr: 6.916e-03, eta: 1 day, 3:55:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8402, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.4735 2021-06-26 11:29:13,760 - mmaction - INFO - Epoch [157][360/1879] lr: 6.916e-03, eta: 1 day, 3:54:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8410, loss_cls: 1.5430, loss: 1.5430, grad_norm: 4.5160 2021-06-26 11:29:58,602 - mmaction - INFO - Epoch [157][380/1879] lr: 6.916e-03, eta: 1 day, 3:54:00, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6246, top5_acc: 0.8395, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.5791 2021-06-26 11:30:43,465 - mmaction - INFO - Epoch [157][400/1879] lr: 6.916e-03, eta: 1 day, 3:53:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8457, loss_cls: 1.5111, loss: 1.5111, grad_norm: 4.4697 2021-06-26 11:31:28,224 - mmaction - INFO - Epoch [157][420/1879] lr: 6.916e-03, eta: 1 day, 3:52:30, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4959, loss: 1.4959, grad_norm: 4.4232 2021-06-26 11:32:12,936 - mmaction - INFO - Epoch [157][440/1879] lr: 6.916e-03, eta: 1 day, 3:51:45, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8242, loss_cls: 1.5595, loss: 1.5595, grad_norm: 4.6053 2021-06-26 11:32:57,618 - mmaction - INFO - Epoch [157][460/1879] lr: 6.916e-03, eta: 1 day, 3:51:00, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8348, loss_cls: 1.5850, loss: 1.5850, grad_norm: 4.4607 2021-06-26 11:33:42,444 - mmaction - INFO - Epoch [157][480/1879] lr: 6.916e-03, eta: 1 day, 3:50:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8277, loss_cls: 1.5795, loss: 1.5795, grad_norm: 4.5690 2021-06-26 11:34:27,175 - mmaction - INFO - Epoch [157][500/1879] lr: 6.916e-03, eta: 1 day, 3:49:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8355, loss_cls: 1.5406, loss: 1.5406, grad_norm: 4.3568 2021-06-26 11:35:11,900 - mmaction - INFO - Epoch [157][520/1879] lr: 6.916e-03, eta: 1 day, 3:48:46, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8371, loss_cls: 1.5140, loss: 1.5140, grad_norm: 4.3748 2021-06-26 11:35:56,674 - mmaction - INFO - Epoch [157][540/1879] lr: 6.916e-03, eta: 1 day, 3:48:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8383, loss_cls: 1.5628, loss: 1.5628, grad_norm: 4.5558 2021-06-26 11:36:41,476 - mmaction - INFO - Epoch [157][560/1879] lr: 6.916e-03, eta: 1 day, 3:47:16, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8395, loss_cls: 1.5223, loss: 1.5223, grad_norm: 4.4847 2021-06-26 11:37:26,215 - mmaction - INFO - Epoch [157][580/1879] lr: 6.916e-03, eta: 1 day, 3:46:31, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8324, loss_cls: 1.5569, loss: 1.5569, grad_norm: 4.5603 2021-06-26 11:38:11,070 - mmaction - INFO - Epoch [157][600/1879] lr: 6.916e-03, eta: 1 day, 3:45:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8391, loss_cls: 1.5159, loss: 1.5159, grad_norm: 4.4739 2021-06-26 11:38:55,791 - mmaction - INFO - Epoch [157][620/1879] lr: 6.916e-03, eta: 1 day, 3:45:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8328, loss_cls: 1.5909, loss: 1.5909, grad_norm: 4.4817 2021-06-26 11:39:40,558 - mmaction - INFO - Epoch [157][640/1879] lr: 6.916e-03, eta: 1 day, 3:44:16, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8398, loss_cls: 1.4919, loss: 1.4919, grad_norm: 4.4066 2021-06-26 11:40:25,292 - mmaction - INFO - Epoch [157][660/1879] lr: 6.916e-03, eta: 1 day, 3:43:31, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8355, loss_cls: 1.5068, loss: 1.5068, grad_norm: 4.5301 2021-06-26 11:41:10,187 - mmaction - INFO - Epoch [157][680/1879] lr: 6.916e-03, eta: 1 day, 3:42:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8246, loss_cls: 1.5936, loss: 1.5936, grad_norm: 4.4704 2021-06-26 11:41:54,982 - mmaction - INFO - Epoch [157][700/1879] lr: 6.916e-03, eta: 1 day, 3:42:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8344, loss_cls: 1.5570, loss: 1.5570, grad_norm: 4.5676 2021-06-26 11:42:39,699 - mmaction - INFO - Epoch [157][720/1879] lr: 6.916e-03, eta: 1 day, 3:41:16, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8379, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.4756 2021-06-26 11:43:24,511 - mmaction - INFO - Epoch [157][740/1879] lr: 6.916e-03, eta: 1 day, 3:40:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8391, loss_cls: 1.4803, loss: 1.4803, grad_norm: 4.4381 2021-06-26 11:44:09,412 - mmaction - INFO - Epoch [157][760/1879] lr: 6.916e-03, eta: 1 day, 3:39:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5078, loss: 1.5078, grad_norm: 4.4168 2021-06-26 11:44:54,271 - mmaction - INFO - Epoch [157][780/1879] lr: 6.916e-03, eta: 1 day, 3:39:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8324, loss_cls: 1.5480, loss: 1.5480, grad_norm: 4.3582 2021-06-26 11:45:39,097 - mmaction - INFO - Epoch [157][800/1879] lr: 6.916e-03, eta: 1 day, 3:38:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6234, top5_acc: 0.8340, loss_cls: 1.5717, loss: 1.5717, grad_norm: 4.5178 2021-06-26 11:46:23,864 - mmaction - INFO - Epoch [157][820/1879] lr: 6.916e-03, eta: 1 day, 3:37:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8383, loss_cls: 1.5327, loss: 1.5327, grad_norm: 4.5572 2021-06-26 11:47:08,596 - mmaction - INFO - Epoch [157][840/1879] lr: 6.916e-03, eta: 1 day, 3:36:46, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.4892, loss: 1.4892, grad_norm: 4.4861 2021-06-26 11:47:53,394 - mmaction - INFO - Epoch [157][860/1879] lr: 6.916e-03, eta: 1 day, 3:36:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8473, loss_cls: 1.4695, loss: 1.4695, grad_norm: 4.4143 2021-06-26 11:48:38,102 - mmaction - INFO - Epoch [157][880/1879] lr: 6.916e-03, eta: 1 day, 3:35:17, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8352, loss_cls: 1.5633, loss: 1.5633, grad_norm: 4.5198 2021-06-26 11:49:22,796 - mmaction - INFO - Epoch [157][900/1879] lr: 6.916e-03, eta: 1 day, 3:34:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8465, loss_cls: 1.5058, loss: 1.5058, grad_norm: 4.4525 2021-06-26 11:50:07,632 - mmaction - INFO - Epoch [157][920/1879] lr: 6.916e-03, eta: 1 day, 3:33:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6348, top5_acc: 0.8258, loss_cls: 1.5357, loss: 1.5357, grad_norm: 4.4663 2021-06-26 11:50:52,449 - mmaction - INFO - Epoch [157][940/1879] lr: 6.916e-03, eta: 1 day, 3:33:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8402, loss_cls: 1.5302, loss: 1.5302, grad_norm: 4.5431 2021-06-26 11:51:37,169 - mmaction - INFO - Epoch [157][960/1879] lr: 6.916e-03, eta: 1 day, 3:32:17, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.6029, loss: 1.6029, grad_norm: 4.4076 2021-06-26 11:52:21,935 - mmaction - INFO - Epoch [157][980/1879] lr: 6.916e-03, eta: 1 day, 3:31:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8270, loss_cls: 1.5838, loss: 1.5838, grad_norm: 4.5373 2021-06-26 11:53:06,605 - mmaction - INFO - Epoch [157][1000/1879] lr: 6.916e-03, eta: 1 day, 3:30:47, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8414, loss_cls: 1.5126, loss: 1.5126, grad_norm: 4.4426 2021-06-26 11:53:51,362 - mmaction - INFO - Epoch [157][1020/1879] lr: 6.916e-03, eta: 1 day, 3:30:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6234, top5_acc: 0.8395, loss_cls: 1.5298, loss: 1.5298, grad_norm: 4.5364 2021-06-26 11:54:36,271 - mmaction - INFO - Epoch [157][1040/1879] lr: 6.916e-03, eta: 1 day, 3:29:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6301, top5_acc: 0.8344, loss_cls: 1.5250, loss: 1.5250, grad_norm: 4.4777 2021-06-26 11:55:20,969 - mmaction - INFO - Epoch [157][1060/1879] lr: 6.916e-03, eta: 1 day, 3:28:32, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8449, loss_cls: 1.4673, loss: 1.4673, grad_norm: 4.5284 2021-06-26 11:56:05,715 - mmaction - INFO - Epoch [157][1080/1879] lr: 6.916e-03, eta: 1 day, 3:27:47, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8379, loss_cls: 1.5414, loss: 1.5414, grad_norm: 4.4442 2021-06-26 11:56:50,497 - mmaction - INFO - Epoch [157][1100/1879] lr: 6.916e-03, eta: 1 day, 3:27:02, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8379, loss_cls: 1.5600, loss: 1.5600, grad_norm: 4.5139 2021-06-26 11:57:35,238 - mmaction - INFO - Epoch [157][1120/1879] lr: 6.916e-03, eta: 1 day, 3:26:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6457, top5_acc: 0.8453, loss_cls: 1.4928, loss: 1.4928, grad_norm: 4.5060 2021-06-26 11:58:20,042 - mmaction - INFO - Epoch [157][1140/1879] lr: 6.916e-03, eta: 1 day, 3:25:32, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8324, loss_cls: 1.5504, loss: 1.5504, grad_norm: 4.6153 2021-06-26 11:59:04,871 - mmaction - INFO - Epoch [157][1160/1879] lr: 6.916e-03, eta: 1 day, 3:24:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.5450 2021-06-26 11:59:49,713 - mmaction - INFO - Epoch [157][1180/1879] lr: 6.916e-03, eta: 1 day, 3:24:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6176, top5_acc: 0.8258, loss_cls: 1.5694, loss: 1.5694, grad_norm: 4.5021 2021-06-26 12:00:36,513 - mmaction - INFO - Epoch [157][1200/1879] lr: 6.916e-03, eta: 1 day, 3:23:18, time: 2.324, data_time: 0.002, memory: 7544, top1_acc: 0.6223, top5_acc: 0.8391, loss_cls: 1.5434, loss: 1.5434, grad_norm: 4.5186 2021-06-26 12:01:21,400 - mmaction - INFO - Epoch [157][1220/1879] lr: 6.916e-03, eta: 1 day, 3:22:33, time: 2.261, data_time: 0.023, memory: 7544, top1_acc: 0.6324, top5_acc: 0.8324, loss_cls: 1.5285, loss: 1.5285, grad_norm: 4.4301 2021-06-26 12:02:06,106 - mmaction - INFO - Epoch [157][1240/1879] lr: 6.916e-03, eta: 1 day, 3:21:48, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8367, loss_cls: 1.5511, loss: 1.5511, grad_norm: 4.4915 2021-06-26 12:02:51,002 - mmaction - INFO - Epoch [157][1260/1879] lr: 6.916e-03, eta: 1 day, 3:21:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8426, loss_cls: 1.5330, loss: 1.5330, grad_norm: 4.4979 2021-06-26 12:03:35,948 - mmaction - INFO - Epoch [157][1280/1879] lr: 6.916e-03, eta: 1 day, 3:20:18, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.4391 2021-06-26 12:04:20,640 - mmaction - INFO - Epoch [157][1300/1879] lr: 6.916e-03, eta: 1 day, 3:19:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4418, loss: 1.4418, grad_norm: 4.3897 2021-06-26 12:05:05,354 - mmaction - INFO - Epoch [157][1320/1879] lr: 6.916e-03, eta: 1 day, 3:18:48, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8398, loss_cls: 1.5370, loss: 1.5370, grad_norm: 4.4876 2021-06-26 12:05:50,061 - mmaction - INFO - Epoch [157][1340/1879] lr: 6.916e-03, eta: 1 day, 3:18:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4896, loss: 1.4896, grad_norm: 4.4555 2021-06-26 12:06:34,915 - mmaction - INFO - Epoch [157][1360/1879] lr: 6.916e-03, eta: 1 day, 3:17:18, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5647, loss: 1.5647, grad_norm: 4.5205 2021-06-26 12:07:19,752 - mmaction - INFO - Epoch [157][1380/1879] lr: 6.916e-03, eta: 1 day, 3:16:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8426, loss_cls: 1.4934, loss: 1.4934, grad_norm: 4.3109 2021-06-26 12:08:04,587 - mmaction - INFO - Epoch [157][1400/1879] lr: 6.916e-03, eta: 1 day, 3:15:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6191, top5_acc: 0.8289, loss_cls: 1.5748, loss: 1.5748, grad_norm: 4.5175 2021-06-26 12:08:49,277 - mmaction - INFO - Epoch [157][1420/1879] lr: 6.916e-03, eta: 1 day, 3:15:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6332, top5_acc: 0.8484, loss_cls: 1.5148, loss: 1.5148, grad_norm: 4.5237 2021-06-26 12:09:34,160 - mmaction - INFO - Epoch [157][1440/1879] lr: 6.916e-03, eta: 1 day, 3:14:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6195, top5_acc: 0.8355, loss_cls: 1.5265, loss: 1.5265, grad_norm: 4.4794 2021-06-26 12:10:18,963 - mmaction - INFO - Epoch [157][1460/1879] lr: 6.916e-03, eta: 1 day, 3:13:33, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6332, top5_acc: 0.8414, loss_cls: 1.5240, loss: 1.5240, grad_norm: 4.3991 2021-06-26 12:11:03,640 - mmaction - INFO - Epoch [157][1480/1879] lr: 6.916e-03, eta: 1 day, 3:12:48, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8371, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.4556 2021-06-26 12:11:48,423 - mmaction - INFO - Epoch [157][1500/1879] lr: 6.916e-03, eta: 1 day, 3:12:04, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8336, loss_cls: 1.5707, loss: 1.5707, grad_norm: 4.6323 2021-06-26 12:12:33,283 - mmaction - INFO - Epoch [157][1520/1879] lr: 6.916e-03, eta: 1 day, 3:11:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6402, top5_acc: 0.8477, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.4450 2021-06-26 12:13:18,124 - mmaction - INFO - Epoch [157][1540/1879] lr: 6.916e-03, eta: 1 day, 3:10:34, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6207, top5_acc: 0.8223, loss_cls: 1.5902, loss: 1.5902, grad_norm: 4.6090 2021-06-26 12:14:02,885 - mmaction - INFO - Epoch [157][1560/1879] lr: 6.916e-03, eta: 1 day, 3:09:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4721, loss: 1.4721, grad_norm: 4.4656 2021-06-26 12:14:47,756 - mmaction - INFO - Epoch [157][1580/1879] lr: 6.916e-03, eta: 1 day, 3:09:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.3444 2021-06-26 12:15:32,382 - mmaction - INFO - Epoch [157][1600/1879] lr: 6.916e-03, eta: 1 day, 3:08:19, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6105, top5_acc: 0.8266, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.5437 2021-06-26 12:16:17,138 - mmaction - INFO - Epoch [157][1620/1879] lr: 6.916e-03, eta: 1 day, 3:07:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5308, loss: 1.5308, grad_norm: 4.5468 2021-06-26 12:17:01,966 - mmaction - INFO - Epoch [157][1640/1879] lr: 6.916e-03, eta: 1 day, 3:06:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.5829 2021-06-26 12:17:46,670 - mmaction - INFO - Epoch [157][1660/1879] lr: 6.916e-03, eta: 1 day, 3:06:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6348, top5_acc: 0.8293, loss_cls: 1.5483, loss: 1.5483, grad_norm: 4.4646 2021-06-26 12:18:31,548 - mmaction - INFO - Epoch [157][1680/1879] lr: 6.916e-03, eta: 1 day, 3:05:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8355, loss_cls: 1.5186, loss: 1.5186, grad_norm: 4.4155 2021-06-26 12:19:16,324 - mmaction - INFO - Epoch [157][1700/1879] lr: 6.916e-03, eta: 1 day, 3:04:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8355, loss_cls: 1.5357, loss: 1.5357, grad_norm: 4.5454 2021-06-26 12:20:01,015 - mmaction - INFO - Epoch [157][1720/1879] lr: 6.916e-03, eta: 1 day, 3:03:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6160, top5_acc: 0.8223, loss_cls: 1.6027, loss: 1.6027, grad_norm: 4.5003 2021-06-26 12:20:45,753 - mmaction - INFO - Epoch [157][1740/1879] lr: 6.916e-03, eta: 1 day, 3:03:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8434, loss_cls: 1.4877, loss: 1.4877, grad_norm: 4.3628 2021-06-26 12:21:30,631 - mmaction - INFO - Epoch [157][1760/1879] lr: 6.916e-03, eta: 1 day, 3:02:19, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8313, loss_cls: 1.5746, loss: 1.5746, grad_norm: 4.5492 2021-06-26 12:22:15,492 - mmaction - INFO - Epoch [157][1780/1879] lr: 6.916e-03, eta: 1 day, 3:01:34, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8316, loss_cls: 1.5594, loss: 1.5594, grad_norm: 4.5776 2021-06-26 12:23:00,247 - mmaction - INFO - Epoch [157][1800/1879] lr: 6.916e-03, eta: 1 day, 3:00:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6316, top5_acc: 0.8336, loss_cls: 1.5631, loss: 1.5631, grad_norm: 4.6631 2021-06-26 12:23:45,181 - mmaction - INFO - Epoch [157][1820/1879] lr: 6.916e-03, eta: 1 day, 3:00:04, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8270, loss_cls: 1.5449, loss: 1.5449, grad_norm: 4.4031 2021-06-26 12:24:30,219 - mmaction - INFO - Epoch [157][1840/1879] lr: 6.916e-03, eta: 1 day, 2:59:20, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8449, loss_cls: 1.4933, loss: 1.4933, grad_norm: 4.3597 2021-06-26 12:25:14,942 - mmaction - INFO - Epoch [157][1860/1879] lr: 6.916e-03, eta: 1 day, 2:58:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8348, loss_cls: 1.5525, loss: 1.5525, grad_norm: 4.5221 2021-06-26 12:26:08,912 - mmaction - INFO - Saving checkpoint at 157 epochs 2021-06-26 12:28:35,925 - mmaction - INFO - Epoch [158][20/1879] lr: 6.360e-03, eta: 1 day, 2:57:16, time: 7.322, data_time: 4.933, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8461, loss_cls: 1.5024, loss: 1.5024, grad_norm: 4.4151 2021-06-26 12:29:20,674 - mmaction - INFO - Epoch [158][40/1879] lr: 6.360e-03, eta: 1 day, 2:56:31, time: 2.241, data_time: 0.007, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5156, loss: 1.5156, grad_norm: 4.4812 2021-06-26 12:30:05,583 - mmaction - INFO - Epoch [158][60/1879] lr: 6.360e-03, eta: 1 day, 2:55:46, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8527, loss_cls: 1.4653, loss: 1.4653, grad_norm: 4.5349 2021-06-26 12:30:50,546 - mmaction - INFO - Epoch [158][80/1879] lr: 6.360e-03, eta: 1 day, 2:55:01, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8324, loss_cls: 1.5266, loss: 1.5266, grad_norm: 4.4638 2021-06-26 12:31:35,335 - mmaction - INFO - Epoch [158][100/1879] lr: 6.360e-03, eta: 1 day, 2:54:16, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4935, loss: 1.4935, grad_norm: 4.4444 2021-06-26 12:32:20,409 - mmaction - INFO - Epoch [158][120/1879] lr: 6.360e-03, eta: 1 day, 2:53:31, time: 2.254, data_time: 0.000, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8379, loss_cls: 1.5113, loss: 1.5113, grad_norm: 4.4286 2021-06-26 12:33:05,197 - mmaction - INFO - Epoch [158][140/1879] lr: 6.360e-03, eta: 1 day, 2:52:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8375, loss_cls: 1.4886, loss: 1.4886, grad_norm: 4.4831 2021-06-26 12:33:50,083 - mmaction - INFO - Epoch [158][160/1879] lr: 6.360e-03, eta: 1 day, 2:52:01, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8367, loss_cls: 1.5129, loss: 1.5129, grad_norm: 4.5162 2021-06-26 12:34:34,925 - mmaction - INFO - Epoch [158][180/1879] lr: 6.360e-03, eta: 1 day, 2:51:16, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8430, loss_cls: 1.4549, loss: 1.4549, grad_norm: 4.4135 2021-06-26 12:35:19,755 - mmaction - INFO - Epoch [158][200/1879] lr: 6.360e-03, eta: 1 day, 2:50:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4425, loss: 1.4425, grad_norm: 4.4698 2021-06-26 12:36:04,553 - mmaction - INFO - Epoch [158][220/1879] lr: 6.360e-03, eta: 1 day, 2:49:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8527, loss_cls: 1.4126, loss: 1.4126, grad_norm: 4.4292 2021-06-26 12:36:49,396 - mmaction - INFO - Epoch [158][240/1879] lr: 6.360e-03, eta: 1 day, 2:49:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8391, loss_cls: 1.5410, loss: 1.5410, grad_norm: 4.6347 2021-06-26 12:37:34,273 - mmaction - INFO - Epoch [158][260/1879] lr: 6.360e-03, eta: 1 day, 2:48:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8359, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.5235 2021-06-26 12:38:19,095 - mmaction - INFO - Epoch [158][280/1879] lr: 6.360e-03, eta: 1 day, 2:47:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6188, top5_acc: 0.8262, loss_cls: 1.6094, loss: 1.6094, grad_norm: 4.5152 2021-06-26 12:39:03,940 - mmaction - INFO - Epoch [158][300/1879] lr: 6.360e-03, eta: 1 day, 2:46:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8301, loss_cls: 1.5068, loss: 1.5068, grad_norm: 4.4671 2021-06-26 12:39:48,703 - mmaction - INFO - Epoch [158][320/1879] lr: 6.360e-03, eta: 1 day, 2:46:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8441, loss_cls: 1.4831, loss: 1.4831, grad_norm: 4.5015 2021-06-26 12:40:33,450 - mmaction - INFO - Epoch [158][340/1879] lr: 6.360e-03, eta: 1 day, 2:45:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8387, loss_cls: 1.5553, loss: 1.5553, grad_norm: 4.6040 2021-06-26 12:41:18,214 - mmaction - INFO - Epoch [158][360/1879] lr: 6.360e-03, eta: 1 day, 2:44:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8363, loss_cls: 1.5253, loss: 1.5253, grad_norm: 4.5518 2021-06-26 12:42:03,053 - mmaction - INFO - Epoch [158][380/1879] lr: 6.360e-03, eta: 1 day, 2:43:47, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8387, loss_cls: 1.5129, loss: 1.5129, grad_norm: 4.4345 2021-06-26 12:42:47,814 - mmaction - INFO - Epoch [158][400/1879] lr: 6.360e-03, eta: 1 day, 2:43:02, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8457, loss_cls: 1.4579, loss: 1.4579, grad_norm: 4.5286 2021-06-26 12:43:32,483 - mmaction - INFO - Epoch [158][420/1879] lr: 6.360e-03, eta: 1 day, 2:42:17, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8492, loss_cls: 1.4437, loss: 1.4437, grad_norm: 4.4536 2021-06-26 12:44:17,293 - mmaction - INFO - Epoch [158][440/1879] lr: 6.360e-03, eta: 1 day, 2:41:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8418, loss_cls: 1.4860, loss: 1.4860, grad_norm: 4.5937 2021-06-26 12:45:02,078 - mmaction - INFO - Epoch [158][460/1879] lr: 6.360e-03, eta: 1 day, 2:40:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8465, loss_cls: 1.4748, loss: 1.4748, grad_norm: 4.4952 2021-06-26 12:45:46,895 - mmaction - INFO - Epoch [158][480/1879] lr: 6.360e-03, eta: 1 day, 2:40:02, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6398, top5_acc: 0.8473, loss_cls: 1.4589, loss: 1.4589, grad_norm: 4.5837 2021-06-26 12:46:31,658 - mmaction - INFO - Epoch [158][500/1879] lr: 6.360e-03, eta: 1 day, 2:39:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8336, loss_cls: 1.5443, loss: 1.5443, grad_norm: 4.7655 2021-06-26 12:47:16,370 - mmaction - INFO - Epoch [158][520/1879] lr: 6.360e-03, eta: 1 day, 2:38:32, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8371, loss_cls: 1.5018, loss: 1.5018, grad_norm: 4.4366 2021-06-26 12:48:01,072 - mmaction - INFO - Epoch [158][540/1879] lr: 6.360e-03, eta: 1 day, 2:37:47, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5369, loss: 1.5369, grad_norm: 4.5520 2021-06-26 12:48:45,987 - mmaction - INFO - Epoch [158][560/1879] lr: 6.360e-03, eta: 1 day, 2:37:02, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6352, top5_acc: 0.8449, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.5789 2021-06-26 12:49:30,824 - mmaction - INFO - Epoch [158][580/1879] lr: 6.360e-03, eta: 1 day, 2:36:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6285, top5_acc: 0.8367, loss_cls: 1.5532, loss: 1.5532, grad_norm: 4.5264 2021-06-26 12:50:15,683 - mmaction - INFO - Epoch [158][600/1879] lr: 6.360e-03, eta: 1 day, 2:35:32, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8410, loss_cls: 1.5047, loss: 1.5047, grad_norm: 4.6470 2021-06-26 12:51:00,555 - mmaction - INFO - Epoch [158][620/1879] lr: 6.360e-03, eta: 1 day, 2:34:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8402, loss_cls: 1.4998, loss: 1.4998, grad_norm: 4.5967 2021-06-26 12:51:45,257 - mmaction - INFO - Epoch [158][640/1879] lr: 6.360e-03, eta: 1 day, 2:34:02, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8434, loss_cls: 1.4984, loss: 1.4984, grad_norm: 4.6174 2021-06-26 12:52:29,951 - mmaction - INFO - Epoch [158][660/1879] lr: 6.360e-03, eta: 1 day, 2:33:17, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8488, loss_cls: 1.4516, loss: 1.4516, grad_norm: 4.4334 2021-06-26 12:53:14,688 - mmaction - INFO - Epoch [158][680/1879] lr: 6.360e-03, eta: 1 day, 2:32:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6277, top5_acc: 0.8301, loss_cls: 1.5520, loss: 1.5520, grad_norm: 4.6251 2021-06-26 12:53:59,405 - mmaction - INFO - Epoch [158][700/1879] lr: 6.360e-03, eta: 1 day, 2:31:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8418, loss_cls: 1.5335, loss: 1.5335, grad_norm: 4.6115 2021-06-26 12:54:44,195 - mmaction - INFO - Epoch [158][720/1879] lr: 6.360e-03, eta: 1 day, 2:31:03, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8344, loss_cls: 1.5109, loss: 1.5109, grad_norm: 4.6027 2021-06-26 12:55:29,050 - mmaction - INFO - Epoch [158][740/1879] lr: 6.360e-03, eta: 1 day, 2:30:18, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8418, loss_cls: 1.4719, loss: 1.4719, grad_norm: 4.5592 2021-06-26 12:56:13,752 - mmaction - INFO - Epoch [158][760/1879] lr: 6.360e-03, eta: 1 day, 2:29:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8266, loss_cls: 1.5559, loss: 1.5559, grad_norm: 4.6410 2021-06-26 12:56:58,576 - mmaction - INFO - Epoch [158][780/1879] lr: 6.360e-03, eta: 1 day, 2:28:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.5356 2021-06-26 12:57:43,363 - mmaction - INFO - Epoch [158][800/1879] lr: 6.360e-03, eta: 1 day, 2:28:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8383, loss_cls: 1.5357, loss: 1.5357, grad_norm: 4.5693 2021-06-26 12:58:28,082 - mmaction - INFO - Epoch [158][820/1879] lr: 6.360e-03, eta: 1 day, 2:27:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5608, loss: 1.5608, grad_norm: 4.6954 2021-06-26 12:59:12,838 - mmaction - INFO - Epoch [158][840/1879] lr: 6.360e-03, eta: 1 day, 2:26:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8434, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.5954 2021-06-26 12:59:57,560 - mmaction - INFO - Epoch [158][860/1879] lr: 6.360e-03, eta: 1 day, 2:25:48, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6215, top5_acc: 0.8348, loss_cls: 1.5931, loss: 1.5931, grad_norm: 4.6117 2021-06-26 13:00:42,493 - mmaction - INFO - Epoch [158][880/1879] lr: 6.360e-03, eta: 1 day, 2:25:03, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6418, top5_acc: 0.8477, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.5507 2021-06-26 13:01:27,145 - mmaction - INFO - Epoch [158][900/1879] lr: 6.360e-03, eta: 1 day, 2:24:18, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4864, loss: 1.4864, grad_norm: 4.5150 2021-06-26 13:02:11,837 - mmaction - INFO - Epoch [158][920/1879] lr: 6.360e-03, eta: 1 day, 2:23:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8410, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.5771 2021-06-26 13:02:56,495 - mmaction - INFO - Epoch [158][940/1879] lr: 6.360e-03, eta: 1 day, 2:22:48, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8324, loss_cls: 1.5671, loss: 1.5671, grad_norm: 4.5389 2021-06-26 13:03:41,190 - mmaction - INFO - Epoch [158][960/1879] lr: 6.360e-03, eta: 1 day, 2:22:03, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8441, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.4818 2021-06-26 13:04:25,994 - mmaction - INFO - Epoch [158][980/1879] lr: 6.360e-03, eta: 1 day, 2:21:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8500, loss_cls: 1.4549, loss: 1.4549, grad_norm: 4.4318 2021-06-26 13:05:10,776 - mmaction - INFO - Epoch [158][1000/1879] lr: 6.360e-03, eta: 1 day, 2:20:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6457, top5_acc: 0.8406, loss_cls: 1.4858, loss: 1.4858, grad_norm: 4.4805 2021-06-26 13:05:55,614 - mmaction - INFO - Epoch [158][1020/1879] lr: 6.360e-03, eta: 1 day, 2:19:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8379, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.6119 2021-06-26 13:06:40,497 - mmaction - INFO - Epoch [158][1040/1879] lr: 6.360e-03, eta: 1 day, 2:19:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4560, loss: 1.4560, grad_norm: 4.5230 2021-06-26 13:07:25,363 - mmaction - INFO - Epoch [158][1060/1879] lr: 6.360e-03, eta: 1 day, 2:18:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8574, loss_cls: 1.4617, loss: 1.4617, grad_norm: 4.4323 2021-06-26 13:08:10,084 - mmaction - INFO - Epoch [158][1080/1879] lr: 6.360e-03, eta: 1 day, 2:17:33, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8504, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.5641 2021-06-26 13:08:54,771 - mmaction - INFO - Epoch [158][1100/1879] lr: 6.360e-03, eta: 1 day, 2:16:49, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8371, loss_cls: 1.5034, loss: 1.5034, grad_norm: 4.4891 2021-06-26 13:09:39,537 - mmaction - INFO - Epoch [158][1120/1879] lr: 6.360e-03, eta: 1 day, 2:16:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8316, loss_cls: 1.5922, loss: 1.5922, grad_norm: 4.6741 2021-06-26 13:10:24,316 - mmaction - INFO - Epoch [158][1140/1879] lr: 6.360e-03, eta: 1 day, 2:15:19, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5195, loss: 1.5195, grad_norm: 4.4972 2021-06-26 13:11:09,057 - mmaction - INFO - Epoch [158][1160/1879] lr: 6.360e-03, eta: 1 day, 2:14:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.5159, loss: 1.5159, grad_norm: 4.5470 2021-06-26 13:11:53,895 - mmaction - INFO - Epoch [158][1180/1879] lr: 6.360e-03, eta: 1 day, 2:13:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8281, loss_cls: 1.5724, loss: 1.5724, grad_norm: 4.6359 2021-06-26 13:12:38,592 - mmaction - INFO - Epoch [158][1200/1879] lr: 6.360e-03, eta: 1 day, 2:13:04, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6266, top5_acc: 0.8285, loss_cls: 1.5805, loss: 1.5805, grad_norm: 4.5088 2021-06-26 13:13:23,447 - mmaction - INFO - Epoch [158][1220/1879] lr: 6.360e-03, eta: 1 day, 2:12:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8395, loss_cls: 1.5416, loss: 1.5416, grad_norm: 4.6646 2021-06-26 13:14:08,159 - mmaction - INFO - Epoch [158][1240/1879] lr: 6.360e-03, eta: 1 day, 2:11:34, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8363, loss_cls: 1.5230, loss: 1.5230, grad_norm: 4.5175 2021-06-26 13:14:52,855 - mmaction - INFO - Epoch [158][1260/1879] lr: 6.360e-03, eta: 1 day, 2:10:49, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8453, loss_cls: 1.4718, loss: 1.4718, grad_norm: 4.4268 2021-06-26 13:15:37,594 - mmaction - INFO - Epoch [158][1280/1879] lr: 6.360e-03, eta: 1 day, 2:10:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8402, loss_cls: 1.5071, loss: 1.5071, grad_norm: 4.5900 2021-06-26 13:16:22,286 - mmaction - INFO - Epoch [158][1300/1879] lr: 6.360e-03, eta: 1 day, 2:09:19, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8449, loss_cls: 1.5043, loss: 1.5043, grad_norm: 4.6023 2021-06-26 13:17:07,067 - mmaction - INFO - Epoch [158][1320/1879] lr: 6.360e-03, eta: 1 day, 2:08:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8395, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.5220 2021-06-26 13:17:51,836 - mmaction - INFO - Epoch [158][1340/1879] lr: 6.360e-03, eta: 1 day, 2:07:49, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8465, loss_cls: 1.4783, loss: 1.4783, grad_norm: 4.5336 2021-06-26 13:18:36,487 - mmaction - INFO - Epoch [158][1360/1879] lr: 6.360e-03, eta: 1 day, 2:07:04, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6320, top5_acc: 0.8324, loss_cls: 1.5482, loss: 1.5482, grad_norm: 4.5182 2021-06-26 13:19:21,240 - mmaction - INFO - Epoch [158][1380/1879] lr: 6.360e-03, eta: 1 day, 2:06:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8395, loss_cls: 1.5065, loss: 1.5065, grad_norm: 4.5273 2021-06-26 13:20:05,879 - mmaction - INFO - Epoch [158][1400/1879] lr: 6.360e-03, eta: 1 day, 2:05:34, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6152, top5_acc: 0.8332, loss_cls: 1.5625, loss: 1.5625, grad_norm: 4.7023 2021-06-26 13:20:50,667 - mmaction - INFO - Epoch [158][1420/1879] lr: 6.360e-03, eta: 1 day, 2:04:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5323, loss: 1.5323, grad_norm: 4.4880 2021-06-26 13:21:35,540 - mmaction - INFO - Epoch [158][1440/1879] lr: 6.360e-03, eta: 1 day, 2:04:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6277, top5_acc: 0.8285, loss_cls: 1.5514, loss: 1.5514, grad_norm: 4.6097 2021-06-26 13:22:20,295 - mmaction - INFO - Epoch [158][1460/1879] lr: 6.360e-03, eta: 1 day, 2:03:19, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5137, loss: 1.5137, grad_norm: 4.5067 2021-06-26 13:23:05,087 - mmaction - INFO - Epoch [158][1480/1879] lr: 6.360e-03, eta: 1 day, 2:02:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8305, loss_cls: 1.5476, loss: 1.5476, grad_norm: 4.5373 2021-06-26 13:23:49,863 - mmaction - INFO - Epoch [158][1500/1879] lr: 6.360e-03, eta: 1 day, 2:01:50, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8473, loss_cls: 1.4871, loss: 1.4871, grad_norm: 4.5675 2021-06-26 13:24:34,605 - mmaction - INFO - Epoch [158][1520/1879] lr: 6.360e-03, eta: 1 day, 2:01:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8316, loss_cls: 1.5284, loss: 1.5284, grad_norm: 4.5494 2021-06-26 13:25:19,343 - mmaction - INFO - Epoch [158][1540/1879] lr: 6.360e-03, eta: 1 day, 2:00:20, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5288, loss: 1.5288, grad_norm: 4.4839 2021-06-26 13:26:04,249 - mmaction - INFO - Epoch [158][1560/1879] lr: 6.360e-03, eta: 1 day, 1:59:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6305, top5_acc: 0.8293, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.6306 2021-06-26 13:26:49,015 - mmaction - INFO - Epoch [158][1580/1879] lr: 6.360e-03, eta: 1 day, 1:58:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6285, top5_acc: 0.8289, loss_cls: 1.5900, loss: 1.5900, grad_norm: 4.7133 2021-06-26 13:27:33,882 - mmaction - INFO - Epoch [158][1600/1879] lr: 6.360e-03, eta: 1 day, 1:58:05, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5029, loss: 1.5029, grad_norm: 4.5476 2021-06-26 13:28:18,626 - mmaction - INFO - Epoch [158][1620/1879] lr: 6.360e-03, eta: 1 day, 1:57:20, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8363, loss_cls: 1.4990, loss: 1.4990, grad_norm: 4.5070 2021-06-26 13:29:03,237 - mmaction - INFO - Epoch [158][1640/1879] lr: 6.360e-03, eta: 1 day, 1:56:35, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8438, loss_cls: 1.4855, loss: 1.4855, grad_norm: 4.4913 2021-06-26 13:29:47,921 - mmaction - INFO - Epoch [158][1660/1879] lr: 6.360e-03, eta: 1 day, 1:55:50, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8375, loss_cls: 1.5034, loss: 1.5034, grad_norm: 4.5349 2021-06-26 13:30:32,765 - mmaction - INFO - Epoch [158][1680/1879] lr: 6.360e-03, eta: 1 day, 1:55:05, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5676, loss: 1.5676, grad_norm: 4.5876 2021-06-26 13:31:17,690 - mmaction - INFO - Epoch [158][1700/1879] lr: 6.360e-03, eta: 1 day, 1:54:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6211, top5_acc: 0.8270, loss_cls: 1.5725, loss: 1.5725, grad_norm: 4.6322 2021-06-26 13:32:02,422 - mmaction - INFO - Epoch [158][1720/1879] lr: 6.360e-03, eta: 1 day, 1:53:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8496, loss_cls: 1.4802, loss: 1.4802, grad_norm: 4.4911 2021-06-26 13:32:47,147 - mmaction - INFO - Epoch [158][1740/1879] lr: 6.360e-03, eta: 1 day, 1:52:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6262, top5_acc: 0.8297, loss_cls: 1.5715, loss: 1.5715, grad_norm: 4.6741 2021-06-26 13:33:31,876 - mmaction - INFO - Epoch [158][1760/1879] lr: 6.360e-03, eta: 1 day, 1:52:05, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8426, loss_cls: 1.5240, loss: 1.5240, grad_norm: 4.4843 2021-06-26 13:34:16,623 - mmaction - INFO - Epoch [158][1780/1879] lr: 6.360e-03, eta: 1 day, 1:51:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8426, loss_cls: 1.4987, loss: 1.4987, grad_norm: 4.5258 2021-06-26 13:35:01,358 - mmaction - INFO - Epoch [158][1800/1879] lr: 6.360e-03, eta: 1 day, 1:50:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8418, loss_cls: 1.4949, loss: 1.4949, grad_norm: 4.5521 2021-06-26 13:35:46,185 - mmaction - INFO - Epoch [158][1820/1879] lr: 6.360e-03, eta: 1 day, 1:49:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5144, loss: 1.5144, grad_norm: 4.5710 2021-06-26 13:36:30,977 - mmaction - INFO - Epoch [158][1840/1879] lr: 6.360e-03, eta: 1 day, 1:49:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8410, loss_cls: 1.5114, loss: 1.5114, grad_norm: 4.5374 2021-06-26 13:37:15,959 - mmaction - INFO - Epoch [158][1860/1879] lr: 6.360e-03, eta: 1 day, 1:48:20, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5637, loss: 1.5637, grad_norm: 4.5877 2021-06-26 13:37:58,900 - mmaction - INFO - Saving checkpoint at 158 epochs 2021-06-26 13:39:30,952 - mmaction - INFO - Epoch [159][20/1879] lr: 5.825e-03, eta: 1 day, 1:46:53, time: 4.574, data_time: 2.300, memory: 7544, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4828, loss: 1.4828, grad_norm: 4.4884 2021-06-26 13:40:15,925 - mmaction - INFO - Epoch [159][40/1879] lr: 5.825e-03, eta: 1 day, 1:46:08, time: 2.249, data_time: 0.004, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8398, loss_cls: 1.5379, loss: 1.5379, grad_norm: 4.6000 2021-06-26 13:41:00,777 - mmaction - INFO - Epoch [159][60/1879] lr: 5.825e-03, eta: 1 day, 1:45:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8371, loss_cls: 1.5189, loss: 1.5189, grad_norm: 4.4871 2021-06-26 13:41:45,717 - mmaction - INFO - Epoch [159][80/1879] lr: 5.825e-03, eta: 1 day, 1:44:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4460, loss: 1.4460, grad_norm: 4.4286 2021-06-26 13:42:30,682 - mmaction - INFO - Epoch [159][100/1879] lr: 5.825e-03, eta: 1 day, 1:43:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4794, loss: 1.4794, grad_norm: 4.6866 2021-06-26 13:43:15,548 - mmaction - INFO - Epoch [159][120/1879] lr: 5.825e-03, eta: 1 day, 1:43:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4470, loss: 1.4470, grad_norm: 4.5315 2021-06-26 13:44:00,475 - mmaction - INFO - Epoch [159][140/1879] lr: 5.825e-03, eta: 1 day, 1:42:24, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8480, loss_cls: 1.4509, loss: 1.4509, grad_norm: 4.5600 2021-06-26 13:44:45,333 - mmaction - INFO - Epoch [159][160/1879] lr: 5.825e-03, eta: 1 day, 1:41:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8426, loss_cls: 1.5390, loss: 1.5390, grad_norm: 4.4878 2021-06-26 13:45:30,305 - mmaction - INFO - Epoch [159][180/1879] lr: 5.825e-03, eta: 1 day, 1:40:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4960, loss: 1.4960, grad_norm: 4.5600 2021-06-26 13:46:15,197 - mmaction - INFO - Epoch [159][200/1879] lr: 5.825e-03, eta: 1 day, 1:40:09, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8484, loss_cls: 1.4446, loss: 1.4446, grad_norm: 4.4424 2021-06-26 13:47:00,107 - mmaction - INFO - Epoch [159][220/1879] lr: 5.825e-03, eta: 1 day, 1:39:24, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8387, loss_cls: 1.4921, loss: 1.4921, grad_norm: 4.5717 2021-06-26 13:47:45,039 - mmaction - INFO - Epoch [159][240/1879] lr: 5.825e-03, eta: 1 day, 1:38:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8285, loss_cls: 1.5999, loss: 1.5999, grad_norm: 4.6643 2021-06-26 13:48:29,871 - mmaction - INFO - Epoch [159][260/1879] lr: 5.825e-03, eta: 1 day, 1:37:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6395, top5_acc: 0.8367, loss_cls: 1.5026, loss: 1.5026, grad_norm: 4.4945 2021-06-26 13:49:14,759 - mmaction - INFO - Epoch [159][280/1879] lr: 5.825e-03, eta: 1 day, 1:37:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8418, loss_cls: 1.4514, loss: 1.4514, grad_norm: 4.4594 2021-06-26 13:49:59,658 - mmaction - INFO - Epoch [159][300/1879] lr: 5.825e-03, eta: 1 day, 1:36:24, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8395, loss_cls: 1.4815, loss: 1.4815, grad_norm: 4.4959 2021-06-26 13:50:44,527 - mmaction - INFO - Epoch [159][320/1879] lr: 5.825e-03, eta: 1 day, 1:35:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8523, loss_cls: 1.4360, loss: 1.4360, grad_norm: 4.5935 2021-06-26 13:51:29,383 - mmaction - INFO - Epoch [159][340/1879] lr: 5.825e-03, eta: 1 day, 1:34:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8324, loss_cls: 1.5216, loss: 1.5216, grad_norm: 4.5908 2021-06-26 13:52:14,189 - mmaction - INFO - Epoch [159][360/1879] lr: 5.825e-03, eta: 1 day, 1:34:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6324, top5_acc: 0.8477, loss_cls: 1.4769, loss: 1.4769, grad_norm: 4.4881 2021-06-26 13:52:58,981 - mmaction - INFO - Epoch [159][380/1879] lr: 5.825e-03, eta: 1 day, 1:33:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8551, loss_cls: 1.4710, loss: 1.4710, grad_norm: 4.5551 2021-06-26 13:53:43,838 - mmaction - INFO - Epoch [159][400/1879] lr: 5.825e-03, eta: 1 day, 1:32:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8410, loss_cls: 1.4969, loss: 1.4969, grad_norm: 4.4413 2021-06-26 13:54:28,688 - mmaction - INFO - Epoch [159][420/1879] lr: 5.825e-03, eta: 1 day, 1:31:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8402, loss_cls: 1.5258, loss: 1.5258, grad_norm: 4.7350 2021-06-26 13:55:13,533 - mmaction - INFO - Epoch [159][440/1879] lr: 5.825e-03, eta: 1 day, 1:31:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5341, loss: 1.5341, grad_norm: 4.6270 2021-06-26 13:55:58,342 - mmaction - INFO - Epoch [159][460/1879] lr: 5.825e-03, eta: 1 day, 1:30:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8402, loss_cls: 1.4864, loss: 1.4864, grad_norm: 4.6471 2021-06-26 13:56:43,198 - mmaction - INFO - Epoch [159][480/1879] lr: 5.825e-03, eta: 1 day, 1:29:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8418, loss_cls: 1.4814, loss: 1.4814, grad_norm: 4.6353 2021-06-26 13:57:27,960 - mmaction - INFO - Epoch [159][500/1879] lr: 5.825e-03, eta: 1 day, 1:28:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8531, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.4949 2021-06-26 13:58:12,607 - mmaction - INFO - Epoch [159][520/1879] lr: 5.825e-03, eta: 1 day, 1:28:10, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6445, top5_acc: 0.8457, loss_cls: 1.4610, loss: 1.4610, grad_norm: 4.4748 2021-06-26 13:58:57,521 - mmaction - INFO - Epoch [159][540/1879] lr: 5.825e-03, eta: 1 day, 1:27:25, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8480, loss_cls: 1.4862, loss: 1.4862, grad_norm: 4.6372 2021-06-26 13:59:42,115 - mmaction - INFO - Epoch [159][560/1879] lr: 5.825e-03, eta: 1 day, 1:26:40, time: 2.230, data_time: 0.000, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8387, loss_cls: 1.5088, loss: 1.5088, grad_norm: 4.6854 2021-06-26 14:00:26,856 - mmaction - INFO - Epoch [159][580/1879] lr: 5.825e-03, eta: 1 day, 1:25:55, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6273, top5_acc: 0.8340, loss_cls: 1.5437, loss: 1.5437, grad_norm: 4.8819 2021-06-26 14:01:11,631 - mmaction - INFO - Epoch [159][600/1879] lr: 5.825e-03, eta: 1 day, 1:25:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8465, loss_cls: 1.4813, loss: 1.4813, grad_norm: 4.5331 2021-06-26 14:01:56,465 - mmaction - INFO - Epoch [159][620/1879] lr: 5.825e-03, eta: 1 day, 1:24:25, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8359, loss_cls: 1.5160, loss: 1.5160, grad_norm: 4.5916 2021-06-26 14:02:41,265 - mmaction - INFO - Epoch [159][640/1879] lr: 5.825e-03, eta: 1 day, 1:23:40, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6457, top5_acc: 0.8406, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.6206 2021-06-26 14:03:25,966 - mmaction - INFO - Epoch [159][660/1879] lr: 5.825e-03, eta: 1 day, 1:22:55, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6324, top5_acc: 0.8484, loss_cls: 1.5223, loss: 1.5223, grad_norm: 4.5961 2021-06-26 14:04:10,865 - mmaction - INFO - Epoch [159][680/1879] lr: 5.825e-03, eta: 1 day, 1:22:10, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8309, loss_cls: 1.5023, loss: 1.5023, grad_norm: 4.4574 2021-06-26 14:04:55,571 - mmaction - INFO - Epoch [159][700/1879] lr: 5.825e-03, eta: 1 day, 1:21:26, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8406, loss_cls: 1.4519, loss: 1.4519, grad_norm: 4.5093 2021-06-26 14:05:40,457 - mmaction - INFO - Epoch [159][720/1879] lr: 5.825e-03, eta: 1 day, 1:20:41, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8398, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.5956 2021-06-26 14:06:25,347 - mmaction - INFO - Epoch [159][740/1879] lr: 5.825e-03, eta: 1 day, 1:19:56, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8445, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.6004 2021-06-26 14:07:10,234 - mmaction - INFO - Epoch [159][760/1879] lr: 5.825e-03, eta: 1 day, 1:19:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4940, loss: 1.4940, grad_norm: 4.5960 2021-06-26 14:07:55,096 - mmaction - INFO - Epoch [159][780/1879] lr: 5.825e-03, eta: 1 day, 1:18:26, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5250, loss: 1.5250, grad_norm: 4.5875 2021-06-26 14:08:40,029 - mmaction - INFO - Epoch [159][800/1879] lr: 5.825e-03, eta: 1 day, 1:17:41, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4966, loss: 1.4966, grad_norm: 4.5580 2021-06-26 14:09:25,000 - mmaction - INFO - Epoch [159][820/1879] lr: 5.825e-03, eta: 1 day, 1:16:56, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6578, top5_acc: 0.8551, loss_cls: 1.4105, loss: 1.4105, grad_norm: 4.5561 2021-06-26 14:10:09,887 - mmaction - INFO - Epoch [159][840/1879] lr: 5.825e-03, eta: 1 day, 1:16:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.5971 2021-06-26 14:10:54,674 - mmaction - INFO - Epoch [159][860/1879] lr: 5.825e-03, eta: 1 day, 1:15:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8461, loss_cls: 1.4525, loss: 1.4525, grad_norm: 4.5645 2021-06-26 14:11:39,567 - mmaction - INFO - Epoch [159][880/1879] lr: 5.825e-03, eta: 1 day, 1:14:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8363, loss_cls: 1.4991, loss: 1.4991, grad_norm: 4.6342 2021-06-26 14:12:24,524 - mmaction - INFO - Epoch [159][900/1879] lr: 5.825e-03, eta: 1 day, 1:13:56, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6441, top5_acc: 0.8457, loss_cls: 1.4767, loss: 1.4767, grad_norm: 4.5438 2021-06-26 14:13:09,388 - mmaction - INFO - Epoch [159][920/1879] lr: 5.825e-03, eta: 1 day, 1:13:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.6633 2021-06-26 14:13:54,115 - mmaction - INFO - Epoch [159][940/1879] lr: 5.825e-03, eta: 1 day, 1:12:26, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4379, loss: 1.4379, grad_norm: 4.6441 2021-06-26 14:14:38,932 - mmaction - INFO - Epoch [159][960/1879] lr: 5.825e-03, eta: 1 day, 1:11:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6492, top5_acc: 0.8441, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.5421 2021-06-26 14:15:23,821 - mmaction - INFO - Epoch [159][980/1879] lr: 5.825e-03, eta: 1 day, 1:10:56, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.4076, loss: 1.4076, grad_norm: 4.5636 2021-06-26 14:16:08,539 - mmaction - INFO - Epoch [159][1000/1879] lr: 5.825e-03, eta: 1 day, 1:10:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8395, loss_cls: 1.4997, loss: 1.4997, grad_norm: 4.4869 2021-06-26 14:16:53,330 - mmaction - INFO - Epoch [159][1020/1879] lr: 5.825e-03, eta: 1 day, 1:09:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8566, loss_cls: 1.4528, loss: 1.4528, grad_norm: 4.5982 2021-06-26 14:17:38,082 - mmaction - INFO - Epoch [159][1040/1879] lr: 5.825e-03, eta: 1 day, 1:08:42, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8531, loss_cls: 1.4625, loss: 1.4625, grad_norm: 4.5496 2021-06-26 14:18:22,883 - mmaction - INFO - Epoch [159][1060/1879] lr: 5.825e-03, eta: 1 day, 1:07:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8449, loss_cls: 1.4783, loss: 1.4783, grad_norm: 4.6779 2021-06-26 14:19:07,721 - mmaction - INFO - Epoch [159][1080/1879] lr: 5.825e-03, eta: 1 day, 1:07:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8488, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.6421 2021-06-26 14:19:52,530 - mmaction - INFO - Epoch [159][1100/1879] lr: 5.825e-03, eta: 1 day, 1:06:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6332, top5_acc: 0.8391, loss_cls: 1.5172, loss: 1.5172, grad_norm: 4.7172 2021-06-26 14:20:37,303 - mmaction - INFO - Epoch [159][1120/1879] lr: 5.825e-03, eta: 1 day, 1:05:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4764, loss: 1.4764, grad_norm: 4.7303 2021-06-26 14:21:22,028 - mmaction - INFO - Epoch [159][1140/1879] lr: 5.825e-03, eta: 1 day, 1:04:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8449, loss_cls: 1.4607, loss: 1.4607, grad_norm: 4.6138 2021-06-26 14:22:06,819 - mmaction - INFO - Epoch [159][1160/1879] lr: 5.825e-03, eta: 1 day, 1:04:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8535, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.5402 2021-06-26 14:22:51,534 - mmaction - INFO - Epoch [159][1180/1879] lr: 5.825e-03, eta: 1 day, 1:03:27, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6352, top5_acc: 0.8449, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.6145 2021-06-26 14:23:36,396 - mmaction - INFO - Epoch [159][1200/1879] lr: 5.825e-03, eta: 1 day, 1:02:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8457, loss_cls: 1.4407, loss: 1.4407, grad_norm: 4.6193 2021-06-26 14:24:21,180 - mmaction - INFO - Epoch [159][1220/1879] lr: 5.825e-03, eta: 1 day, 1:01:57, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8402, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.6148 2021-06-26 14:25:05,946 - mmaction - INFO - Epoch [159][1240/1879] lr: 5.825e-03, eta: 1 day, 1:01:12, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8477, loss_cls: 1.4273, loss: 1.4273, grad_norm: 4.4955 2021-06-26 14:25:50,718 - mmaction - INFO - Epoch [159][1260/1879] lr: 5.825e-03, eta: 1 day, 1:00:27, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6348, top5_acc: 0.8301, loss_cls: 1.5229, loss: 1.5229, grad_norm: 4.6765 2021-06-26 14:26:35,376 - mmaction - INFO - Epoch [159][1280/1879] lr: 5.825e-03, eta: 1 day, 0:59:42, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6402, top5_acc: 0.8480, loss_cls: 1.4852, loss: 1.4852, grad_norm: 4.6064 2021-06-26 14:27:20,045 - mmaction - INFO - Epoch [159][1300/1879] lr: 5.825e-03, eta: 1 day, 0:58:57, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8535, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.5869 2021-06-26 14:28:04,851 - mmaction - INFO - Epoch [159][1320/1879] lr: 5.825e-03, eta: 1 day, 0:58:12, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4292, loss: 1.4292, grad_norm: 4.5737 2021-06-26 14:28:49,617 - mmaction - INFO - Epoch [159][1340/1879] lr: 5.825e-03, eta: 1 day, 0:57:27, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8402, loss_cls: 1.5066, loss: 1.5066, grad_norm: 4.6870 2021-06-26 14:29:34,474 - mmaction - INFO - Epoch [159][1360/1879] lr: 5.825e-03, eta: 1 day, 0:56:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5189, loss: 1.5189, grad_norm: 4.6418 2021-06-26 14:30:19,178 - mmaction - INFO - Epoch [159][1380/1879] lr: 5.825e-03, eta: 1 day, 0:55:57, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4964, loss: 1.4964, grad_norm: 4.5719 2021-06-26 14:31:03,958 - mmaction - INFO - Epoch [159][1400/1879] lr: 5.825e-03, eta: 1 day, 0:55:13, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6270, top5_acc: 0.8387, loss_cls: 1.5140, loss: 1.5140, grad_norm: 4.6657 2021-06-26 14:31:48,617 - mmaction - INFO - Epoch [159][1420/1879] lr: 5.825e-03, eta: 1 day, 0:54:28, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8480, loss_cls: 1.4759, loss: 1.4759, grad_norm: 4.7496 2021-06-26 14:32:33,436 - mmaction - INFO - Epoch [159][1440/1879] lr: 5.825e-03, eta: 1 day, 0:53:43, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.6844 2021-06-26 14:33:18,134 - mmaction - INFO - Epoch [159][1460/1879] lr: 5.825e-03, eta: 1 day, 0:52:58, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4931, loss: 1.4931, grad_norm: 4.6151 2021-06-26 14:34:02,804 - mmaction - INFO - Epoch [159][1480/1879] lr: 5.825e-03, eta: 1 day, 0:52:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4704, loss: 1.4704, grad_norm: 4.6102 2021-06-26 14:34:47,526 - mmaction - INFO - Epoch [159][1500/1879] lr: 5.825e-03, eta: 1 day, 0:51:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8500, loss_cls: 1.4580, loss: 1.4580, grad_norm: 4.5868 2021-06-26 14:35:32,379 - mmaction - INFO - Epoch [159][1520/1879] lr: 5.825e-03, eta: 1 day, 0:50:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6359, top5_acc: 0.8426, loss_cls: 1.4921, loss: 1.4921, grad_norm: 4.6688 2021-06-26 14:36:17,292 - mmaction - INFO - Epoch [159][1540/1879] lr: 5.825e-03, eta: 1 day, 0:49:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8371, loss_cls: 1.5009, loss: 1.5009, grad_norm: 4.5917 2021-06-26 14:37:02,094 - mmaction - INFO - Epoch [159][1560/1879] lr: 5.825e-03, eta: 1 day, 0:49:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6184, top5_acc: 0.8254, loss_cls: 1.5819, loss: 1.5819, grad_norm: 4.7643 2021-06-26 14:37:46,869 - mmaction - INFO - Epoch [159][1580/1879] lr: 5.825e-03, eta: 1 day, 0:48:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8395, loss_cls: 1.5073, loss: 1.5073, grad_norm: 4.6429 2021-06-26 14:38:31,656 - mmaction - INFO - Epoch [159][1600/1879] lr: 5.825e-03, eta: 1 day, 0:47:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.5927 2021-06-26 14:39:16,694 - mmaction - INFO - Epoch [159][1620/1879] lr: 5.825e-03, eta: 1 day, 0:46:58, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8434, loss_cls: 1.5136, loss: 1.5136, grad_norm: 4.6593 2021-06-26 14:40:01,626 - mmaction - INFO - Epoch [159][1640/1879] lr: 5.825e-03, eta: 1 day, 0:46:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4913, loss: 1.4913, grad_norm: 4.6331 2021-06-26 14:40:46,418 - mmaction - INFO - Epoch [159][1660/1879] lr: 5.825e-03, eta: 1 day, 0:45:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8410, loss_cls: 1.5160, loss: 1.5160, grad_norm: 4.4811 2021-06-26 14:41:31,231 - mmaction - INFO - Epoch [159][1680/1879] lr: 5.825e-03, eta: 1 day, 0:44:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6238, top5_acc: 0.8258, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.7056 2021-06-26 14:42:15,995 - mmaction - INFO - Epoch [159][1700/1879] lr: 5.825e-03, eta: 1 day, 0:43:58, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8480, loss_cls: 1.4678, loss: 1.4678, grad_norm: 4.5605 2021-06-26 14:43:00,706 - mmaction - INFO - Epoch [159][1720/1879] lr: 5.825e-03, eta: 1 day, 0:43:13, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5202, loss: 1.5202, grad_norm: 4.7640 2021-06-26 14:43:45,582 - mmaction - INFO - Epoch [159][1740/1879] lr: 5.825e-03, eta: 1 day, 0:42:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8461, loss_cls: 1.4581, loss: 1.4581, grad_norm: 4.6425 2021-06-26 14:44:30,361 - mmaction - INFO - Epoch [159][1760/1879] lr: 5.825e-03, eta: 1 day, 0:41:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8551, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.6509 2021-06-26 14:45:15,134 - mmaction - INFO - Epoch [159][1780/1879] lr: 5.825e-03, eta: 1 day, 0:40:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6250, top5_acc: 0.8332, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.8423 2021-06-26 14:45:59,976 - mmaction - INFO - Epoch [159][1800/1879] lr: 5.825e-03, eta: 1 day, 0:40:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5535, loss: 1.5535, grad_norm: 4.6590 2021-06-26 14:46:44,858 - mmaction - INFO - Epoch [159][1820/1879] lr: 5.825e-03, eta: 1 day, 0:39:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4216, loss: 1.4216, grad_norm: 4.4735 2021-06-26 14:47:29,621 - mmaction - INFO - Epoch [159][1840/1879] lr: 5.825e-03, eta: 1 day, 0:38:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8270, loss_cls: 1.5386, loss: 1.5386, grad_norm: 4.7029 2021-06-26 14:48:14,370 - mmaction - INFO - Epoch [159][1860/1879] lr: 5.825e-03, eta: 1 day, 0:37:59, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8242, loss_cls: 1.5574, loss: 1.5574, grad_norm: 4.6194 2021-06-26 14:48:57,482 - mmaction - INFO - Saving checkpoint at 159 epochs 2021-06-26 14:50:29,791 - mmaction - INFO - Epoch [160][20/1879] lr: 5.314e-03, eta: 1 day, 0:36:32, time: 4.600, data_time: 2.343, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8430, loss_cls: 1.4610, loss: 1.4610, grad_norm: 4.5999 2021-06-26 14:51:14,773 - mmaction - INFO - Epoch [160][40/1879] lr: 5.314e-03, eta: 1 day, 0:35:47, time: 2.249, data_time: 0.003, memory: 7544, top1_acc: 0.6418, top5_acc: 0.8418, loss_cls: 1.4936, loss: 1.4936, grad_norm: 4.6741 2021-06-26 14:51:59,786 - mmaction - INFO - Epoch [160][60/1879] lr: 5.314e-03, eta: 1 day, 0:35:02, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8504, loss_cls: 1.4366, loss: 1.4366, grad_norm: 4.6211 2021-06-26 14:52:44,634 - mmaction - INFO - Epoch [160][80/1879] lr: 5.314e-03, eta: 1 day, 0:34:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4817, loss: 1.4817, grad_norm: 4.5316 2021-06-26 14:53:29,594 - mmaction - INFO - Epoch [160][100/1879] lr: 5.314e-03, eta: 1 day, 0:33:32, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8352, loss_cls: 1.4595, loss: 1.4595, grad_norm: 4.6448 2021-06-26 14:54:14,515 - mmaction - INFO - Epoch [160][120/1879] lr: 5.314e-03, eta: 1 day, 0:32:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8488, loss_cls: 1.4342, loss: 1.4342, grad_norm: 4.6313 2021-06-26 14:54:59,435 - mmaction - INFO - Epoch [160][140/1879] lr: 5.314e-03, eta: 1 day, 0:32:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6379, top5_acc: 0.8383, loss_cls: 1.5290, loss: 1.5290, grad_norm: 4.7392 2021-06-26 14:55:44,259 - mmaction - INFO - Epoch [160][160/1879] lr: 5.314e-03, eta: 1 day, 0:31:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8598, loss_cls: 1.3876, loss: 1.3876, grad_norm: 4.5407 2021-06-26 14:56:29,225 - mmaction - INFO - Epoch [160][180/1879] lr: 5.314e-03, eta: 1 day, 0:30:32, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8363, loss_cls: 1.4871, loss: 1.4871, grad_norm: 4.6380 2021-06-26 14:57:14,029 - mmaction - INFO - Epoch [160][200/1879] lr: 5.314e-03, eta: 1 day, 0:29:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6547, top5_acc: 0.8402, loss_cls: 1.4737, loss: 1.4737, grad_norm: 4.5615 2021-06-26 14:57:58,899 - mmaction - INFO - Epoch [160][220/1879] lr: 5.314e-03, eta: 1 day, 0:29:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8531, loss_cls: 1.4070, loss: 1.4070, grad_norm: 4.5649 2021-06-26 14:58:43,711 - mmaction - INFO - Epoch [160][240/1879] lr: 5.314e-03, eta: 1 day, 0:28:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.5316 2021-06-26 14:59:28,633 - mmaction - INFO - Epoch [160][260/1879] lr: 5.314e-03, eta: 1 day, 0:27:33, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8422, loss_cls: 1.4644, loss: 1.4644, grad_norm: 4.6950 2021-06-26 15:00:13,468 - mmaction - INFO - Epoch [160][280/1879] lr: 5.314e-03, eta: 1 day, 0:26:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.6526 2021-06-26 15:00:58,432 - mmaction - INFO - Epoch [160][300/1879] lr: 5.314e-03, eta: 1 day, 0:26:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6418, top5_acc: 0.8457, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.6927 2021-06-26 15:01:43,315 - mmaction - INFO - Epoch [160][320/1879] lr: 5.314e-03, eta: 1 day, 0:25:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8414, loss_cls: 1.5013, loss: 1.5013, grad_norm: 4.7459 2021-06-26 15:02:28,309 - mmaction - INFO - Epoch [160][340/1879] lr: 5.314e-03, eta: 1 day, 0:24:33, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8434, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.6638 2021-06-26 15:03:13,069 - mmaction - INFO - Epoch [160][360/1879] lr: 5.314e-03, eta: 1 day, 0:23:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6492, top5_acc: 0.8449, loss_cls: 1.4852, loss: 1.4852, grad_norm: 4.6156 2021-06-26 15:03:57,853 - mmaction - INFO - Epoch [160][380/1879] lr: 5.314e-03, eta: 1 day, 0:23:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.5174, loss: 1.5174, grad_norm: 4.6325 2021-06-26 15:04:42,724 - mmaction - INFO - Epoch [160][400/1879] lr: 5.314e-03, eta: 1 day, 0:22:18, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8418, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.7280 2021-06-26 15:05:27,577 - mmaction - INFO - Epoch [160][420/1879] lr: 5.314e-03, eta: 1 day, 0:21:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.6374 2021-06-26 15:06:12,471 - mmaction - INFO - Epoch [160][440/1879] lr: 5.314e-03, eta: 1 day, 0:20:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8426, loss_cls: 1.4677, loss: 1.4677, grad_norm: 4.5970 2021-06-26 15:06:57,369 - mmaction - INFO - Epoch [160][460/1879] lr: 5.314e-03, eta: 1 day, 0:20:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8500, loss_cls: 1.4920, loss: 1.4920, grad_norm: 4.6938 2021-06-26 15:07:42,250 - mmaction - INFO - Epoch [160][480/1879] lr: 5.314e-03, eta: 1 day, 0:19:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8543, loss_cls: 1.4489, loss: 1.4489, grad_norm: 4.6141 2021-06-26 15:08:27,083 - mmaction - INFO - Epoch [160][500/1879] lr: 5.314e-03, eta: 1 day, 0:18:33, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6371, top5_acc: 0.8441, loss_cls: 1.4926, loss: 1.4926, grad_norm: 4.6580 2021-06-26 15:09:11,910 - mmaction - INFO - Epoch [160][520/1879] lr: 5.314e-03, eta: 1 day, 0:17:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8344, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.6508 2021-06-26 15:09:56,742 - mmaction - INFO - Epoch [160][540/1879] lr: 5.314e-03, eta: 1 day, 0:17:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8605, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.6673 2021-06-26 15:10:41,557 - mmaction - INFO - Epoch [160][560/1879] lr: 5.314e-03, eta: 1 day, 0:16:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4520, loss: 1.4520, grad_norm: 4.6273 2021-06-26 15:11:26,257 - mmaction - INFO - Epoch [160][580/1879] lr: 5.314e-03, eta: 1 day, 0:15:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8480, loss_cls: 1.4927, loss: 1.4927, grad_norm: 4.7122 2021-06-26 15:12:10,986 - mmaction - INFO - Epoch [160][600/1879] lr: 5.314e-03, eta: 1 day, 0:14:49, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.5020, loss: 1.5020, grad_norm: 4.7782 2021-06-26 15:12:55,930 - mmaction - INFO - Epoch [160][620/1879] lr: 5.314e-03, eta: 1 day, 0:14:04, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8355, loss_cls: 1.4940, loss: 1.4940, grad_norm: 4.7231 2021-06-26 15:13:40,816 - mmaction - INFO - Epoch [160][640/1879] lr: 5.314e-03, eta: 1 day, 0:13:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8418, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.6214 2021-06-26 15:14:25,640 - mmaction - INFO - Epoch [160][660/1879] lr: 5.314e-03, eta: 1 day, 0:12:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6492, top5_acc: 0.8520, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.5917 2021-06-26 15:15:10,496 - mmaction - INFO - Epoch [160][680/1879] lr: 5.314e-03, eta: 1 day, 0:11:49, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8387, loss_cls: 1.5291, loss: 1.5291, grad_norm: 4.7196 2021-06-26 15:15:55,350 - mmaction - INFO - Epoch [160][700/1879] lr: 5.314e-03, eta: 1 day, 0:11:04, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8504, loss_cls: 1.4287, loss: 1.4287, grad_norm: 4.4397 2021-06-26 15:16:40,129 - mmaction - INFO - Epoch [160][720/1879] lr: 5.314e-03, eta: 1 day, 0:10:19, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6395, top5_acc: 0.8383, loss_cls: 1.5242, loss: 1.5242, grad_norm: 4.6046 2021-06-26 15:17:24,907 - mmaction - INFO - Epoch [160][740/1879] lr: 5.314e-03, eta: 1 day, 0:09:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8543, loss_cls: 1.4551, loss: 1.4551, grad_norm: 4.6361 2021-06-26 15:18:09,729 - mmaction - INFO - Epoch [160][760/1879] lr: 5.314e-03, eta: 1 day, 0:08:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.7561 2021-06-26 15:18:54,673 - mmaction - INFO - Epoch [160][780/1879] lr: 5.314e-03, eta: 1 day, 0:08:04, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8453, loss_cls: 1.4559, loss: 1.4559, grad_norm: 4.6437 2021-06-26 15:19:39,575 - mmaction - INFO - Epoch [160][800/1879] lr: 5.314e-03, eta: 1 day, 0:07:19, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8430, loss_cls: 1.4804, loss: 1.4804, grad_norm: 4.7407 2021-06-26 15:20:24,379 - mmaction - INFO - Epoch [160][820/1879] lr: 5.314e-03, eta: 1 day, 0:06:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4373, loss: 1.4373, grad_norm: 4.6894 2021-06-26 15:21:09,214 - mmaction - INFO - Epoch [160][840/1879] lr: 5.314e-03, eta: 1 day, 0:05:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8387, loss_cls: 1.5061, loss: 1.5061, grad_norm: 4.7318 2021-06-26 15:21:54,088 - mmaction - INFO - Epoch [160][860/1879] lr: 5.314e-03, eta: 1 day, 0:05:05, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.8048 2021-06-26 15:22:38,781 - mmaction - INFO - Epoch [160][880/1879] lr: 5.314e-03, eta: 1 day, 0:04:20, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8496, loss_cls: 1.4699, loss: 1.4699, grad_norm: 4.7590 2021-06-26 15:23:23,563 - mmaction - INFO - Epoch [160][900/1879] lr: 5.314e-03, eta: 1 day, 0:03:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4810, loss: 1.4810, grad_norm: 4.6592 2021-06-26 15:24:08,422 - mmaction - INFO - Epoch [160][920/1879] lr: 5.314e-03, eta: 1 day, 0:02:50, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4174, loss: 1.4174, grad_norm: 4.5842 2021-06-26 15:24:53,235 - mmaction - INFO - Epoch [160][940/1879] lr: 5.314e-03, eta: 1 day, 0:02:05, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6547, top5_acc: 0.8496, loss_cls: 1.4337, loss: 1.4337, grad_norm: 4.6414 2021-06-26 15:25:38,087 - mmaction - INFO - Epoch [160][960/1879] lr: 5.314e-03, eta: 1 day, 0:01:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5040, loss: 1.5040, grad_norm: 4.7403 2021-06-26 15:26:22,893 - mmaction - INFO - Epoch [160][980/1879] lr: 5.314e-03, eta: 1 day, 0:00:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8410, loss_cls: 1.4690, loss: 1.4690, grad_norm: 4.7445 2021-06-26 15:27:07,765 - mmaction - INFO - Epoch [160][1000/1879] lr: 5.314e-03, eta: 23:59:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8500, loss_cls: 1.4110, loss: 1.4110, grad_norm: 4.6259 2021-06-26 15:27:52,585 - mmaction - INFO - Epoch [160][1020/1879] lr: 5.314e-03, eta: 23:59:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6199, top5_acc: 0.8320, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.0068 2021-06-26 15:28:37,404 - mmaction - INFO - Epoch [160][1040/1879] lr: 5.314e-03, eta: 23:58:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8367, loss_cls: 1.5050, loss: 1.5050, grad_norm: 4.6606 2021-06-26 15:29:22,102 - mmaction - INFO - Epoch [160][1060/1879] lr: 5.314e-03, eta: 23:57:35, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8527, loss_cls: 1.4703, loss: 1.4703, grad_norm: 4.6797 2021-06-26 15:30:06,899 - mmaction - INFO - Epoch [160][1080/1879] lr: 5.314e-03, eta: 23:56:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6496, top5_acc: 0.8512, loss_cls: 1.4456, loss: 1.4456, grad_norm: 4.6298 2021-06-26 15:30:51,550 - mmaction - INFO - Epoch [160][1100/1879] lr: 5.314e-03, eta: 23:56:05, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6367, top5_acc: 0.8449, loss_cls: 1.4519, loss: 1.4519, grad_norm: 4.6340 2021-06-26 15:31:36,446 - mmaction - INFO - Epoch [160][1120/1879] lr: 5.314e-03, eta: 23:55:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8465, loss_cls: 1.4705, loss: 1.4705, grad_norm: 4.6115 2021-06-26 15:32:21,267 - mmaction - INFO - Epoch [160][1140/1879] lr: 5.314e-03, eta: 23:54:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4283, loss: 1.4283, grad_norm: 4.5294 2021-06-26 15:33:05,980 - mmaction - INFO - Epoch [160][1160/1879] lr: 5.314e-03, eta: 23:53:50, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4067, loss: 1.4067, grad_norm: 4.4630 2021-06-26 15:33:50,765 - mmaction - INFO - Epoch [160][1180/1879] lr: 5.314e-03, eta: 23:53:06, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8477, loss_cls: 1.4619, loss: 1.4619, grad_norm: 4.4949 2021-06-26 15:34:35,599 - mmaction - INFO - Epoch [160][1200/1879] lr: 5.314e-03, eta: 23:52:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8484, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.7644 2021-06-26 15:35:20,358 - mmaction - INFO - Epoch [160][1220/1879] lr: 5.314e-03, eta: 23:51:36, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6527, top5_acc: 0.8434, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.6160 2021-06-26 15:36:05,215 - mmaction - INFO - Epoch [160][1240/1879] lr: 5.314e-03, eta: 23:50:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8473, loss_cls: 1.4589, loss: 1.4589, grad_norm: 4.6835 2021-06-26 15:36:50,138 - mmaction - INFO - Epoch [160][1260/1879] lr: 5.314e-03, eta: 23:50:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4402, loss: 1.4402, grad_norm: 4.6842 2021-06-26 15:37:34,983 - mmaction - INFO - Epoch [160][1280/1879] lr: 5.314e-03, eta: 23:49:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6285, top5_acc: 0.8262, loss_cls: 1.5441, loss: 1.5441, grad_norm: 4.7717 2021-06-26 15:38:19,830 - mmaction - INFO - Epoch [160][1300/1879] lr: 5.314e-03, eta: 23:48:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4577, loss: 1.4577, grad_norm: 4.5864 2021-06-26 15:39:04,606 - mmaction - INFO - Epoch [160][1320/1879] lr: 5.314e-03, eta: 23:47:51, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8441, loss_cls: 1.4988, loss: 1.4988, grad_norm: 4.6620 2021-06-26 15:39:49,357 - mmaction - INFO - Epoch [160][1340/1879] lr: 5.314e-03, eta: 23:47:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8457, loss_cls: 1.4484, loss: 1.4484, grad_norm: 4.6228 2021-06-26 15:40:34,124 - mmaction - INFO - Epoch [160][1360/1879] lr: 5.314e-03, eta: 23:46:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8520, loss_cls: 1.4428, loss: 1.4428, grad_norm: 4.6412 2021-06-26 15:41:19,076 - mmaction - INFO - Epoch [160][1380/1879] lr: 5.314e-03, eta: 23:45:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5085, loss: 1.5085, grad_norm: 4.6339 2021-06-26 15:42:03,903 - mmaction - INFO - Epoch [160][1400/1879] lr: 5.314e-03, eta: 23:44:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8434, loss_cls: 1.4729, loss: 1.4729, grad_norm: 4.6707 2021-06-26 15:42:48,746 - mmaction - INFO - Epoch [160][1420/1879] lr: 5.314e-03, eta: 23:44:06, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6293, top5_acc: 0.8434, loss_cls: 1.5123, loss: 1.5123, grad_norm: 4.8102 2021-06-26 15:43:33,564 - mmaction - INFO - Epoch [160][1440/1879] lr: 5.314e-03, eta: 23:43:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4640, loss: 1.4640, grad_norm: 4.7413 2021-06-26 15:44:18,311 - mmaction - INFO - Epoch [160][1460/1879] lr: 5.314e-03, eta: 23:42:36, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6527, top5_acc: 0.8406, loss_cls: 1.4933, loss: 1.4933, grad_norm: 4.6796 2021-06-26 15:45:03,180 - mmaction - INFO - Epoch [160][1480/1879] lr: 5.314e-03, eta: 23:41:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.6142 2021-06-26 15:45:48,049 - mmaction - INFO - Epoch [160][1500/1879] lr: 5.314e-03, eta: 23:41:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8488, loss_cls: 1.4664, loss: 1.4664, grad_norm: 4.6798 2021-06-26 15:46:32,917 - mmaction - INFO - Epoch [160][1520/1879] lr: 5.314e-03, eta: 23:40:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8348, loss_cls: 1.5241, loss: 1.5241, grad_norm: 4.7671 2021-06-26 15:47:17,748 - mmaction - INFO - Epoch [160][1540/1879] lr: 5.314e-03, eta: 23:39:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8488, loss_cls: 1.4549, loss: 1.4549, grad_norm: 4.6345 2021-06-26 15:48:02,677 - mmaction - INFO - Epoch [160][1560/1879] lr: 5.314e-03, eta: 23:38:52, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.5161, loss: 1.5161, grad_norm: 4.7292 2021-06-26 15:48:47,483 - mmaction - INFO - Epoch [160][1580/1879] lr: 5.314e-03, eta: 23:38:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6527, top5_acc: 0.8535, loss_cls: 1.4566, loss: 1.4566, grad_norm: 4.6627 2021-06-26 15:49:32,317 - mmaction - INFO - Epoch [160][1600/1879] lr: 5.314e-03, eta: 23:37:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6375, top5_acc: 0.8355, loss_cls: 1.5266, loss: 1.5266, grad_norm: 4.6804 2021-06-26 15:50:17,156 - mmaction - INFO - Epoch [160][1620/1879] lr: 5.314e-03, eta: 23:36:37, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6309, top5_acc: 0.8344, loss_cls: 1.5322, loss: 1.5322, grad_norm: 4.7848 2021-06-26 15:51:01,896 - mmaction - INFO - Epoch [160][1640/1879] lr: 5.314e-03, eta: 23:35:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8504, loss_cls: 1.4314, loss: 1.4314, grad_norm: 4.7089 2021-06-26 15:51:46,688 - mmaction - INFO - Epoch [160][1660/1879] lr: 5.314e-03, eta: 23:35:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8453, loss_cls: 1.4913, loss: 1.4913, grad_norm: 4.7586 2021-06-26 15:52:31,461 - mmaction - INFO - Epoch [160][1680/1879] lr: 5.314e-03, eta: 23:34:22, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8488, loss_cls: 1.4955, loss: 1.4955, grad_norm: 4.7239 2021-06-26 15:53:16,286 - mmaction - INFO - Epoch [160][1700/1879] lr: 5.314e-03, eta: 23:33:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6254, top5_acc: 0.8387, loss_cls: 1.5173, loss: 1.5173, grad_norm: 4.7542 2021-06-26 15:54:01,068 - mmaction - INFO - Epoch [160][1720/1879] lr: 5.314e-03, eta: 23:32:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6602, top5_acc: 0.8465, loss_cls: 1.4752, loss: 1.4752, grad_norm: 4.6372 2021-06-26 15:54:45,970 - mmaction - INFO - Epoch [160][1740/1879] lr: 5.314e-03, eta: 23:32:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8504, loss_cls: 1.4374, loss: 1.4374, grad_norm: 4.6583 2021-06-26 15:55:30,706 - mmaction - INFO - Epoch [160][1760/1879] lr: 5.314e-03, eta: 23:31:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6340, top5_acc: 0.8469, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.7529 2021-06-26 15:56:15,581 - mmaction - INFO - Epoch [160][1780/1879] lr: 5.314e-03, eta: 23:30:37, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4725, loss: 1.4725, grad_norm: 4.5354 2021-06-26 15:57:00,438 - mmaction - INFO - Epoch [160][1800/1879] lr: 5.314e-03, eta: 23:29:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4400, loss: 1.4400, grad_norm: 4.5447 2021-06-26 15:57:45,299 - mmaction - INFO - Epoch [160][1820/1879] lr: 5.314e-03, eta: 23:29:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.6315 2021-06-26 15:58:29,973 - mmaction - INFO - Epoch [160][1840/1879] lr: 5.314e-03, eta: 23:28:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8559, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.5087 2021-06-26 15:59:14,752 - mmaction - INFO - Epoch [160][1860/1879] lr: 5.314e-03, eta: 23:27:38, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4185, loss: 1.4185, grad_norm: 4.5716 2021-06-26 15:59:57,666 - mmaction - INFO - Saving checkpoint at 160 epochs 2021-06-26 16:01:30,182 - mmaction - INFO - Epoch [161][20/1879] lr: 4.825e-03, eta: 23:26:10, time: 4.581, data_time: 2.340, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3872, loss: 1.3872, grad_norm: 4.5339 2021-06-26 16:02:15,070 - mmaction - INFO - Epoch [161][40/1879] lr: 4.825e-03, eta: 23:25:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4191, loss: 1.4191, grad_norm: 4.6448 2021-06-26 16:02:59,956 - mmaction - INFO - Epoch [161][60/1879] lr: 4.825e-03, eta: 23:24:41, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8422, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.7730 2021-06-26 16:03:44,813 - mmaction - INFO - Epoch [161][80/1879] lr: 4.825e-03, eta: 23:23:56, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8578, loss_cls: 1.3780, loss: 1.3780, grad_norm: 4.5869 2021-06-26 16:04:29,707 - mmaction - INFO - Epoch [161][100/1879] lr: 4.825e-03, eta: 23:23:11, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8496, loss_cls: 1.4668, loss: 1.4668, grad_norm: 4.6939 2021-06-26 16:05:14,691 - mmaction - INFO - Epoch [161][120/1879] lr: 4.825e-03, eta: 23:22:26, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6480, top5_acc: 0.8477, loss_cls: 1.4650, loss: 1.4650, grad_norm: 4.7441 2021-06-26 16:05:59,586 - mmaction - INFO - Epoch [161][140/1879] lr: 4.825e-03, eta: 23:21:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.7066 2021-06-26 16:06:44,401 - mmaction - INFO - Epoch [161][160/1879] lr: 4.825e-03, eta: 23:20:56, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8457, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.7598 2021-06-26 16:07:29,272 - mmaction - INFO - Epoch [161][180/1879] lr: 4.825e-03, eta: 23:20:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8590, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.6557 2021-06-26 16:08:14,338 - mmaction - INFO - Epoch [161][200/1879] lr: 4.825e-03, eta: 23:19:26, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8551, loss_cls: 1.4197, loss: 1.4197, grad_norm: 4.6893 2021-06-26 16:08:59,162 - mmaction - INFO - Epoch [161][220/1879] lr: 4.825e-03, eta: 23:18:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6723, top5_acc: 0.8492, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.6000 2021-06-26 16:09:44,073 - mmaction - INFO - Epoch [161][240/1879] lr: 4.825e-03, eta: 23:17:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8418, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.7987 2021-06-26 16:10:29,078 - mmaction - INFO - Epoch [161][260/1879] lr: 4.825e-03, eta: 23:17:11, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8445, loss_cls: 1.4407, loss: 1.4407, grad_norm: 4.7332 2021-06-26 16:11:13,914 - mmaction - INFO - Epoch [161][280/1879] lr: 4.825e-03, eta: 23:16:26, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8426, loss_cls: 1.4497, loss: 1.4497, grad_norm: 4.6317 2021-06-26 16:11:58,769 - mmaction - INFO - Epoch [161][300/1879] lr: 4.825e-03, eta: 23:15:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6496, top5_acc: 0.8469, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.7027 2021-06-26 16:12:43,745 - mmaction - INFO - Epoch [161][320/1879] lr: 4.825e-03, eta: 23:14:57, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8500, loss_cls: 1.4714, loss: 1.4714, grad_norm: 4.7571 2021-06-26 16:13:28,562 - mmaction - INFO - Epoch [161][340/1879] lr: 4.825e-03, eta: 23:14:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8457, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.6546 2021-06-26 16:14:13,448 - mmaction - INFO - Epoch [161][360/1879] lr: 4.825e-03, eta: 23:13:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8508, loss_cls: 1.4195, loss: 1.4195, grad_norm: 4.5693 2021-06-26 16:14:58,290 - mmaction - INFO - Epoch [161][380/1879] lr: 4.825e-03, eta: 23:12:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8488, loss_cls: 1.4274, loss: 1.4274, grad_norm: 4.6412 2021-06-26 16:15:43,140 - mmaction - INFO - Epoch [161][400/1879] lr: 4.825e-03, eta: 23:11:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8582, loss_cls: 1.4022, loss: 1.4022, grad_norm: 4.6794 2021-06-26 16:16:28,055 - mmaction - INFO - Epoch [161][420/1879] lr: 4.825e-03, eta: 23:11:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.5872 2021-06-26 16:17:12,840 - mmaction - INFO - Epoch [161][440/1879] lr: 4.825e-03, eta: 23:10:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8434, loss_cls: 1.4395, loss: 1.4395, grad_norm: 4.7209 2021-06-26 16:17:57,570 - mmaction - INFO - Epoch [161][460/1879] lr: 4.825e-03, eta: 23:09:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8488, loss_cls: 1.4306, loss: 1.4306, grad_norm: 4.6825 2021-06-26 16:18:42,533 - mmaction - INFO - Epoch [161][480/1879] lr: 4.825e-03, eta: 23:08:57, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8547, loss_cls: 1.4578, loss: 1.4578, grad_norm: 4.6262 2021-06-26 16:19:27,352 - mmaction - INFO - Epoch [161][500/1879] lr: 4.825e-03, eta: 23:08:12, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4037, loss: 1.4037, grad_norm: 4.7204 2021-06-26 16:20:12,143 - mmaction - INFO - Epoch [161][520/1879] lr: 4.825e-03, eta: 23:07:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8434, loss_cls: 1.4828, loss: 1.4828, grad_norm: 4.8338 2021-06-26 16:20:56,943 - mmaction - INFO - Epoch [161][540/1879] lr: 4.825e-03, eta: 23:06:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6605, top5_acc: 0.8480, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.7303 2021-06-26 16:21:41,668 - mmaction - INFO - Epoch [161][560/1879] lr: 4.825e-03, eta: 23:05:57, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6410, top5_acc: 0.8457, loss_cls: 1.4541, loss: 1.4541, grad_norm: 4.8561 2021-06-26 16:22:26,519 - mmaction - INFO - Epoch [161][580/1879] lr: 4.825e-03, eta: 23:05:12, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4315, loss: 1.4315, grad_norm: 4.6549 2021-06-26 16:23:11,348 - mmaction - INFO - Epoch [161][600/1879] lr: 4.825e-03, eta: 23:04:27, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6699, top5_acc: 0.8574, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.6976 2021-06-26 16:23:56,156 - mmaction - INFO - Epoch [161][620/1879] lr: 4.825e-03, eta: 23:03:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4436, loss: 1.4436, grad_norm: 4.6747 2021-06-26 16:24:41,053 - mmaction - INFO - Epoch [161][640/1879] lr: 4.825e-03, eta: 23:02:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8527, loss_cls: 1.3917, loss: 1.3917, grad_norm: 4.5399 2021-06-26 16:25:25,739 - mmaction - INFO - Epoch [161][660/1879] lr: 4.825e-03, eta: 23:02:13, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6496, top5_acc: 0.8453, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.8352 2021-06-26 16:26:10,609 - mmaction - INFO - Epoch [161][680/1879] lr: 4.825e-03, eta: 23:01:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4071, loss: 1.4071, grad_norm: 4.6090 2021-06-26 16:26:55,494 - mmaction - INFO - Epoch [161][700/1879] lr: 4.825e-03, eta: 23:00:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8461, loss_cls: 1.4513, loss: 1.4513, grad_norm: 4.8049 2021-06-26 16:27:40,340 - mmaction - INFO - Epoch [161][720/1879] lr: 4.825e-03, eta: 22:59:58, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8355, loss_cls: 1.4963, loss: 1.4963, grad_norm: 4.8350 2021-06-26 16:28:25,271 - mmaction - INFO - Epoch [161][740/1879] lr: 4.825e-03, eta: 22:59:13, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8453, loss_cls: 1.4533, loss: 1.4533, grad_norm: 4.7834 2021-06-26 16:29:10,063 - mmaction - INFO - Epoch [161][760/1879] lr: 4.825e-03, eta: 22:58:28, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8516, loss_cls: 1.4370, loss: 1.4370, grad_norm: 4.7455 2021-06-26 16:29:54,880 - mmaction - INFO - Epoch [161][780/1879] lr: 4.825e-03, eta: 22:57:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8602, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.7466 2021-06-26 16:30:39,807 - mmaction - INFO - Epoch [161][800/1879] lr: 4.825e-03, eta: 22:56:58, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3723, loss: 1.3723, grad_norm: 4.6975 2021-06-26 16:31:24,668 - mmaction - INFO - Epoch [161][820/1879] lr: 4.825e-03, eta: 22:56:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8355, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.9016 2021-06-26 16:32:09,569 - mmaction - INFO - Epoch [161][840/1879] lr: 4.825e-03, eta: 22:55:28, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8543, loss_cls: 1.3969, loss: 1.3969, grad_norm: 4.6415 2021-06-26 16:32:54,316 - mmaction - INFO - Epoch [161][860/1879] lr: 4.825e-03, eta: 22:54:43, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6355, top5_acc: 0.8410, loss_cls: 1.4874, loss: 1.4874, grad_norm: 4.8774 2021-06-26 16:33:39,215 - mmaction - INFO - Epoch [161][880/1879] lr: 4.825e-03, eta: 22:53:58, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8535, loss_cls: 1.4015, loss: 1.4015, grad_norm: 4.7053 2021-06-26 16:34:24,086 - mmaction - INFO - Epoch [161][900/1879] lr: 4.825e-03, eta: 22:53:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8465, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.5665 2021-06-26 16:35:08,843 - mmaction - INFO - Epoch [161][920/1879] lr: 4.825e-03, eta: 22:52:28, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8438, loss_cls: 1.4760, loss: 1.4760, grad_norm: 4.6900 2021-06-26 16:35:53,599 - mmaction - INFO - Epoch [161][940/1879] lr: 4.825e-03, eta: 22:51:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.5014, loss: 1.5014, grad_norm: 4.6774 2021-06-26 16:36:38,414 - mmaction - INFO - Epoch [161][960/1879] lr: 4.825e-03, eta: 22:50:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8438, loss_cls: 1.4766, loss: 1.4766, grad_norm: 4.6828 2021-06-26 16:37:23,357 - mmaction - INFO - Epoch [161][980/1879] lr: 4.825e-03, eta: 22:50:14, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6457, top5_acc: 0.8445, loss_cls: 1.4773, loss: 1.4773, grad_norm: 4.6303 2021-06-26 16:38:08,105 - mmaction - INFO - Epoch [161][1000/1879] lr: 4.825e-03, eta: 22:49:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4546, loss: 1.4546, grad_norm: 4.6072 2021-06-26 16:38:52,849 - mmaction - INFO - Epoch [161][1020/1879] lr: 4.825e-03, eta: 22:48:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6438, top5_acc: 0.8418, loss_cls: 1.4976, loss: 1.4976, grad_norm: 4.6540 2021-06-26 16:39:37,644 - mmaction - INFO - Epoch [161][1040/1879] lr: 4.825e-03, eta: 22:47:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8488, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.6978 2021-06-26 16:40:22,427 - mmaction - INFO - Epoch [161][1060/1879] lr: 4.825e-03, eta: 22:47:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8391, loss_cls: 1.4652, loss: 1.4652, grad_norm: 4.6886 2021-06-26 16:41:07,479 - mmaction - INFO - Epoch [161][1080/1879] lr: 4.825e-03, eta: 22:46:29, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8598, loss_cls: 1.4298, loss: 1.4298, grad_norm: 4.6663 2021-06-26 16:41:52,297 - mmaction - INFO - Epoch [161][1100/1879] lr: 4.825e-03, eta: 22:45:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8527, loss_cls: 1.4333, loss: 1.4333, grad_norm: 4.6504 2021-06-26 16:42:37,209 - mmaction - INFO - Epoch [161][1120/1879] lr: 4.825e-03, eta: 22:44:59, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6516, top5_acc: 0.8465, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.7305 2021-06-26 16:43:22,195 - mmaction - INFO - Epoch [161][1140/1879] lr: 4.825e-03, eta: 22:44:14, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8395, loss_cls: 1.4756, loss: 1.4756, grad_norm: 4.7615 2021-06-26 16:44:06,997 - mmaction - INFO - Epoch [161][1160/1879] lr: 4.825e-03, eta: 22:43:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8441, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.7497 2021-06-26 16:44:51,890 - mmaction - INFO - Epoch [161][1180/1879] lr: 4.825e-03, eta: 22:42:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8461, loss_cls: 1.4848, loss: 1.4848, grad_norm: 4.8295 2021-06-26 16:45:36,689 - mmaction - INFO - Epoch [161][1200/1879] lr: 4.825e-03, eta: 22:41:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4835, loss: 1.4835, grad_norm: 4.8573 2021-06-26 16:46:21,548 - mmaction - INFO - Epoch [161][1220/1879] lr: 4.825e-03, eta: 22:41:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4484, loss: 1.4484, grad_norm: 4.8012 2021-06-26 16:47:06,394 - mmaction - INFO - Epoch [161][1240/1879] lr: 4.825e-03, eta: 22:40:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6570, top5_acc: 0.8520, loss_cls: 1.4231, loss: 1.4231, grad_norm: 4.6810 2021-06-26 16:47:51,249 - mmaction - INFO - Epoch [161][1260/1879] lr: 4.825e-03, eta: 22:39:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8398, loss_cls: 1.4707, loss: 1.4707, grad_norm: 4.8464 2021-06-26 16:48:36,042 - mmaction - INFO - Epoch [161][1280/1879] lr: 4.825e-03, eta: 22:39:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8484, loss_cls: 1.4388, loss: 1.4388, grad_norm: 4.7353 2021-06-26 16:49:20,850 - mmaction - INFO - Epoch [161][1300/1879] lr: 4.825e-03, eta: 22:38:15, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6406, top5_acc: 0.8473, loss_cls: 1.4555, loss: 1.4555, grad_norm: 4.7403 2021-06-26 16:50:05,573 - mmaction - INFO - Epoch [161][1320/1879] lr: 4.825e-03, eta: 22:37:30, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8352, loss_cls: 1.5014, loss: 1.5014, grad_norm: 4.7574 2021-06-26 16:50:50,423 - mmaction - INFO - Epoch [161][1340/1879] lr: 4.825e-03, eta: 22:36:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.9563 2021-06-26 16:51:35,380 - mmaction - INFO - Epoch [161][1360/1879] lr: 4.825e-03, eta: 22:36:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6387, top5_acc: 0.8348, loss_cls: 1.4961, loss: 1.4961, grad_norm: 4.7807 2021-06-26 16:52:20,299 - mmaction - INFO - Epoch [161][1380/1879] lr: 4.825e-03, eta: 22:35:15, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8484, loss_cls: 1.4668, loss: 1.4668, grad_norm: 4.7275 2021-06-26 16:53:05,041 - mmaction - INFO - Epoch [161][1400/1879] lr: 4.825e-03, eta: 22:34:30, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8574, loss_cls: 1.3766, loss: 1.3766, grad_norm: 4.6177 2021-06-26 16:53:49,856 - mmaction - INFO - Epoch [161][1420/1879] lr: 4.825e-03, eta: 22:33:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8484, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.7463 2021-06-26 16:54:34,782 - mmaction - INFO - Epoch [161][1440/1879] lr: 4.825e-03, eta: 22:33:00, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8461, loss_cls: 1.4605, loss: 1.4605, grad_norm: 4.6636 2021-06-26 16:55:19,516 - mmaction - INFO - Epoch [161][1460/1879] lr: 4.825e-03, eta: 22:32:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.6217 2021-06-26 16:56:04,317 - mmaction - INFO - Epoch [161][1480/1879] lr: 4.825e-03, eta: 22:31:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8633, loss_cls: 1.3944, loss: 1.3944, grad_norm: 4.7321 2021-06-26 16:56:49,027 - mmaction - INFO - Epoch [161][1500/1879] lr: 4.825e-03, eta: 22:30:45, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.9270 2021-06-26 16:57:33,803 - mmaction - INFO - Epoch [161][1520/1879] lr: 4.825e-03, eta: 22:30:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4791, loss: 1.4791, grad_norm: 4.9245 2021-06-26 16:58:18,663 - mmaction - INFO - Epoch [161][1540/1879] lr: 4.825e-03, eta: 22:29:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8496, loss_cls: 1.4508, loss: 1.4508, grad_norm: 4.8612 2021-06-26 16:59:03,483 - mmaction - INFO - Epoch [161][1560/1879] lr: 4.825e-03, eta: 22:28:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8438, loss_cls: 1.5046, loss: 1.5046, grad_norm: 4.7859 2021-06-26 16:59:48,257 - mmaction - INFO - Epoch [161][1580/1879] lr: 4.825e-03, eta: 22:27:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8535, loss_cls: 1.4173, loss: 1.4173, grad_norm: 4.7269 2021-06-26 17:00:33,020 - mmaction - INFO - Epoch [161][1600/1879] lr: 4.825e-03, eta: 22:27:01, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8480, loss_cls: 1.4661, loss: 1.4661, grad_norm: 4.7935 2021-06-26 17:01:17,692 - mmaction - INFO - Epoch [161][1620/1879] lr: 4.825e-03, eta: 22:26:16, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6363, top5_acc: 0.8371, loss_cls: 1.4834, loss: 1.4834, grad_norm: 4.7596 2021-06-26 17:02:02,507 - mmaction - INFO - Epoch [161][1640/1879] lr: 4.825e-03, eta: 22:25:31, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8543, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.7468 2021-06-26 17:02:47,380 - mmaction - INFO - Epoch [161][1660/1879] lr: 4.825e-03, eta: 22:24:46, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8520, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.6833 2021-06-26 17:03:32,209 - mmaction - INFO - Epoch [161][1680/1879] lr: 4.825e-03, eta: 22:24:01, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6441, top5_acc: 0.8430, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.6910 2021-06-26 17:04:17,054 - mmaction - INFO - Epoch [161][1700/1879] lr: 4.825e-03, eta: 22:23:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8512, loss_cls: 1.4337, loss: 1.4337, grad_norm: 4.7508 2021-06-26 17:05:01,970 - mmaction - INFO - Epoch [161][1720/1879] lr: 4.825e-03, eta: 22:22:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8438, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.8135 2021-06-26 17:05:46,785 - mmaction - INFO - Epoch [161][1740/1879] lr: 4.825e-03, eta: 22:21:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8434, loss_cls: 1.4442, loss: 1.4442, grad_norm: 4.6143 2021-06-26 17:06:31,498 - mmaction - INFO - Epoch [161][1760/1879] lr: 4.825e-03, eta: 22:21:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4362, loss: 1.4362, grad_norm: 4.7130 2021-06-26 17:07:16,288 - mmaction - INFO - Epoch [161][1780/1879] lr: 4.825e-03, eta: 22:20:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6422, top5_acc: 0.8441, loss_cls: 1.5026, loss: 1.5026, grad_norm: 4.7811 2021-06-26 17:08:01,154 - mmaction - INFO - Epoch [161][1800/1879] lr: 4.825e-03, eta: 22:19:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5110, loss: 1.5110, grad_norm: 4.8239 2021-06-26 17:08:45,887 - mmaction - INFO - Epoch [161][1820/1879] lr: 4.825e-03, eta: 22:18:46, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8496, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.7324 2021-06-26 17:09:30,795 - mmaction - INFO - Epoch [161][1840/1879] lr: 4.825e-03, eta: 22:18:01, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8418, loss_cls: 1.4315, loss: 1.4315, grad_norm: 4.6010 2021-06-26 17:10:15,681 - mmaction - INFO - Epoch [161][1860/1879] lr: 4.825e-03, eta: 22:17:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8395, loss_cls: 1.4738, loss: 1.4738, grad_norm: 4.6802 2021-06-26 17:10:58,848 - mmaction - INFO - Saving checkpoint at 161 epochs 2021-06-26 17:12:30,963 - mmaction - INFO - Epoch [162][20/1879] lr: 4.359e-03, eta: 22:15:49, time: 4.595, data_time: 2.321, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8629, loss_cls: 1.3857, loss: 1.3857, grad_norm: 4.7309 2021-06-26 17:13:15,904 - mmaction - INFO - Epoch [162][40/1879] lr: 4.359e-03, eta: 22:15:04, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8598, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.7474 2021-06-26 17:14:00,820 - mmaction - INFO - Epoch [162][60/1879] lr: 4.359e-03, eta: 22:14:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8617, loss_cls: 1.3777, loss: 1.3777, grad_norm: 4.6593 2021-06-26 17:14:45,749 - mmaction - INFO - Epoch [162][80/1879] lr: 4.359e-03, eta: 22:13:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6457, top5_acc: 0.8422, loss_cls: 1.4846, loss: 1.4846, grad_norm: 4.8592 2021-06-26 17:15:30,649 - mmaction - INFO - Epoch [162][100/1879] lr: 4.359e-03, eta: 22:12:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6395, top5_acc: 0.8387, loss_cls: 1.4946, loss: 1.4946, grad_norm: 4.7476 2021-06-26 17:16:15,628 - mmaction - INFO - Epoch [162][120/1879] lr: 4.359e-03, eta: 22:12:05, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8590, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.6834 2021-06-26 17:17:00,660 - mmaction - INFO - Epoch [162][140/1879] lr: 4.359e-03, eta: 22:11:20, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8387, loss_cls: 1.4529, loss: 1.4529, grad_norm: 4.7360 2021-06-26 17:17:45,588 - mmaction - INFO - Epoch [162][160/1879] lr: 4.359e-03, eta: 22:10:35, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8535, loss_cls: 1.3795, loss: 1.3795, grad_norm: 4.6643 2021-06-26 17:18:30,611 - mmaction - INFO - Epoch [162][180/1879] lr: 4.359e-03, eta: 22:09:50, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8523, loss_cls: 1.4538, loss: 1.4538, grad_norm: 4.7710 2021-06-26 17:19:15,522 - mmaction - INFO - Epoch [162][200/1879] lr: 4.359e-03, eta: 22:09:05, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8500, loss_cls: 1.4515, loss: 1.4515, grad_norm: 4.7153 2021-06-26 17:20:00,400 - mmaction - INFO - Epoch [162][220/1879] lr: 4.359e-03, eta: 22:08:20, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8535, loss_cls: 1.4128, loss: 1.4128, grad_norm: 4.6498 2021-06-26 17:20:45,358 - mmaction - INFO - Epoch [162][240/1879] lr: 4.359e-03, eta: 22:07:35, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8480, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.8908 2021-06-26 17:21:30,173 - mmaction - INFO - Epoch [162][260/1879] lr: 4.359e-03, eta: 22:06:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8543, loss_cls: 1.3858, loss: 1.3858, grad_norm: 4.6614 2021-06-26 17:22:15,134 - mmaction - INFO - Epoch [162][280/1879] lr: 4.359e-03, eta: 22:06:05, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8602, loss_cls: 1.3850, loss: 1.3850, grad_norm: 4.7229 2021-06-26 17:22:59,983 - mmaction - INFO - Epoch [162][300/1879] lr: 4.359e-03, eta: 22:05:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4860, loss: 1.4860, grad_norm: 4.9329 2021-06-26 17:23:44,999 - mmaction - INFO - Epoch [162][320/1879] lr: 4.359e-03, eta: 22:04:35, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8680, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.6571 2021-06-26 17:24:29,920 - mmaction - INFO - Epoch [162][340/1879] lr: 4.359e-03, eta: 22:03:50, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4185, loss: 1.4185, grad_norm: 4.8717 2021-06-26 17:25:14,851 - mmaction - INFO - Epoch [162][360/1879] lr: 4.359e-03, eta: 22:03:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3788, loss: 1.3788, grad_norm: 4.6760 2021-06-26 17:25:59,593 - mmaction - INFO - Epoch [162][380/1879] lr: 4.359e-03, eta: 22:02:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8488, loss_cls: 1.4229, loss: 1.4229, grad_norm: 4.7600 2021-06-26 17:26:44,557 - mmaction - INFO - Epoch [162][400/1879] lr: 4.359e-03, eta: 22:01:36, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4162, loss: 1.4162, grad_norm: 4.7019 2021-06-26 17:27:29,271 - mmaction - INFO - Epoch [162][420/1879] lr: 4.359e-03, eta: 22:00:51, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6426, top5_acc: 0.8469, loss_cls: 1.4548, loss: 1.4548, grad_norm: 4.7939 2021-06-26 17:28:14,095 - mmaction - INFO - Epoch [162][440/1879] lr: 4.359e-03, eta: 22:00:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8582, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.6660 2021-06-26 17:28:58,834 - mmaction - INFO - Epoch [162][460/1879] lr: 4.359e-03, eta: 21:59:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8508, loss_cls: 1.4288, loss: 1.4288, grad_norm: 4.8094 2021-06-26 17:29:43,627 - mmaction - INFO - Epoch [162][480/1879] lr: 4.359e-03, eta: 21:58:36, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3982, loss: 1.3982, grad_norm: 4.7786 2021-06-26 17:30:28,446 - mmaction - INFO - Epoch [162][500/1879] lr: 4.359e-03, eta: 21:57:51, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8527, loss_cls: 1.4396, loss: 1.4396, grad_norm: 4.7998 2021-06-26 17:31:13,314 - mmaction - INFO - Epoch [162][520/1879] lr: 4.359e-03, eta: 21:57:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8520, loss_cls: 1.4297, loss: 1.4297, grad_norm: 4.8370 2021-06-26 17:31:58,107 - mmaction - INFO - Epoch [162][540/1879] lr: 4.359e-03, eta: 21:56:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6480, top5_acc: 0.8543, loss_cls: 1.4403, loss: 1.4403, grad_norm: 4.7625 2021-06-26 17:32:43,022 - mmaction - INFO - Epoch [162][560/1879] lr: 4.359e-03, eta: 21:55:36, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4822, loss: 1.4822, grad_norm: 4.6618 2021-06-26 17:33:27,935 - mmaction - INFO - Epoch [162][580/1879] lr: 4.359e-03, eta: 21:54:51, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8504, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.6483 2021-06-26 17:34:12,840 - mmaction - INFO - Epoch [162][600/1879] lr: 4.359e-03, eta: 21:54:06, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8496, loss_cls: 1.4220, loss: 1.4220, grad_norm: 4.7797 2021-06-26 17:34:57,709 - mmaction - INFO - Epoch [162][620/1879] lr: 4.359e-03, eta: 21:53:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.7454 2021-06-26 17:35:42,623 - mmaction - INFO - Epoch [162][640/1879] lr: 4.359e-03, eta: 21:52:36, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6480, top5_acc: 0.8383, loss_cls: 1.5006, loss: 1.5006, grad_norm: 4.8025 2021-06-26 17:36:27,469 - mmaction - INFO - Epoch [162][660/1879] lr: 4.359e-03, eta: 21:51:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8547, loss_cls: 1.4105, loss: 1.4105, grad_norm: 4.7123 2021-06-26 17:37:12,257 - mmaction - INFO - Epoch [162][680/1879] lr: 4.359e-03, eta: 21:51:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8484, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.7682 2021-06-26 17:37:57,080 - mmaction - INFO - Epoch [162][700/1879] lr: 4.359e-03, eta: 21:50:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8551, loss_cls: 1.4072, loss: 1.4072, grad_norm: 4.7239 2021-06-26 17:38:41,878 - mmaction - INFO - Epoch [162][720/1879] lr: 4.359e-03, eta: 21:49:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4171, loss: 1.4171, grad_norm: 4.7235 2021-06-26 17:39:26,558 - mmaction - INFO - Epoch [162][740/1879] lr: 4.359e-03, eta: 21:48:52, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6516, top5_acc: 0.8449, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.7666 2021-06-26 17:40:11,340 - mmaction - INFO - Epoch [162][760/1879] lr: 4.359e-03, eta: 21:48:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3968, loss: 1.3968, grad_norm: 4.6673 2021-06-26 17:40:56,298 - mmaction - INFO - Epoch [162][780/1879] lr: 4.359e-03, eta: 21:47:22, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4115, loss: 1.4115, grad_norm: 4.7520 2021-06-26 17:41:41,216 - mmaction - INFO - Epoch [162][800/1879] lr: 4.359e-03, eta: 21:46:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8457, loss_cls: 1.4133, loss: 1.4133, grad_norm: 4.6762 2021-06-26 17:42:26,025 - mmaction - INFO - Epoch [162][820/1879] lr: 4.359e-03, eta: 21:45:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4276, loss: 1.4276, grad_norm: 4.7431 2021-06-26 17:43:10,847 - mmaction - INFO - Epoch [162][840/1879] lr: 4.359e-03, eta: 21:45:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.7153 2021-06-26 17:43:55,773 - mmaction - INFO - Epoch [162][860/1879] lr: 4.359e-03, eta: 21:44:22, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6699, top5_acc: 0.8582, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.7008 2021-06-26 17:44:40,550 - mmaction - INFO - Epoch [162][880/1879] lr: 4.359e-03, eta: 21:43:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4242, loss: 1.4242, grad_norm: 4.7345 2021-06-26 17:45:25,330 - mmaction - INFO - Epoch [162][900/1879] lr: 4.359e-03, eta: 21:42:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.7583 2021-06-26 17:46:10,213 - mmaction - INFO - Epoch [162][920/1879] lr: 4.359e-03, eta: 21:42:07, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8559, loss_cls: 1.3730, loss: 1.3730, grad_norm: 4.7723 2021-06-26 17:46:54,966 - mmaction - INFO - Epoch [162][940/1879] lr: 4.359e-03, eta: 21:41:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4432, loss: 1.4432, grad_norm: 4.8459 2021-06-26 17:47:39,754 - mmaction - INFO - Epoch [162][960/1879] lr: 4.359e-03, eta: 21:40:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6453, top5_acc: 0.8402, loss_cls: 1.4904, loss: 1.4904, grad_norm: 4.9145 2021-06-26 17:48:24,716 - mmaction - INFO - Epoch [162][980/1879] lr: 4.359e-03, eta: 21:39:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8535, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.8018 2021-06-26 17:49:09,422 - mmaction - INFO - Epoch [162][1000/1879] lr: 4.359e-03, eta: 21:39:08, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.7798 2021-06-26 17:49:54,277 - mmaction - INFO - Epoch [162][1020/1879] lr: 4.359e-03, eta: 21:38:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8660, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.8214 2021-06-26 17:50:39,024 - mmaction - INFO - Epoch [162][1040/1879] lr: 4.359e-03, eta: 21:37:38, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4368, loss: 1.4368, grad_norm: 4.8290 2021-06-26 17:51:23,785 - mmaction - INFO - Epoch [162][1060/1879] lr: 4.359e-03, eta: 21:36:53, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.8746 2021-06-26 17:52:08,618 - mmaction - INFO - Epoch [162][1080/1879] lr: 4.359e-03, eta: 21:36:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8629, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.8027 2021-06-26 17:52:53,487 - mmaction - INFO - Epoch [162][1100/1879] lr: 4.359e-03, eta: 21:35:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8551, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.8209 2021-06-26 17:53:38,335 - mmaction - INFO - Epoch [162][1120/1879] lr: 4.359e-03, eta: 21:34:38, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8535, loss_cls: 1.4074, loss: 1.4074, grad_norm: 4.8929 2021-06-26 17:54:23,233 - mmaction - INFO - Epoch [162][1140/1879] lr: 4.359e-03, eta: 21:33:53, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6699, top5_acc: 0.8543, loss_cls: 1.3880, loss: 1.3880, grad_norm: 4.7840 2021-06-26 17:55:08,165 - mmaction - INFO - Epoch [162][1160/1879] lr: 4.359e-03, eta: 21:33:08, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6602, top5_acc: 0.8535, loss_cls: 1.4068, loss: 1.4068, grad_norm: 4.7697 2021-06-26 17:55:53,017 - mmaction - INFO - Epoch [162][1180/1879] lr: 4.359e-03, eta: 21:32:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8504, loss_cls: 1.4233, loss: 1.4233, grad_norm: 4.8586 2021-06-26 17:56:37,899 - mmaction - INFO - Epoch [162][1200/1879] lr: 4.359e-03, eta: 21:31:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8570, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.8096 2021-06-26 17:57:22,775 - mmaction - INFO - Epoch [162][1220/1879] lr: 4.359e-03, eta: 21:30:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8633, loss_cls: 1.3923, loss: 1.3923, grad_norm: 4.8901 2021-06-26 17:58:07,576 - mmaction - INFO - Epoch [162][1240/1879] lr: 4.359e-03, eta: 21:30:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8402, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.8071 2021-06-26 17:58:52,435 - mmaction - INFO - Epoch [162][1260/1879] lr: 4.359e-03, eta: 21:29:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8512, loss_cls: 1.4491, loss: 1.4491, grad_norm: 4.8166 2021-06-26 17:59:37,199 - mmaction - INFO - Epoch [162][1280/1879] lr: 4.359e-03, eta: 21:28:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8461, loss_cls: 1.4065, loss: 1.4065, grad_norm: 4.7778 2021-06-26 18:00:24,680 - mmaction - INFO - Epoch [162][1300/1879] lr: 4.359e-03, eta: 21:27:54, time: 2.359, data_time: 0.001, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8488, loss_cls: 1.4680, loss: 1.4680, grad_norm: 4.8920 2021-06-26 18:01:09,566 - mmaction - INFO - Epoch [162][1320/1879] lr: 4.359e-03, eta: 21:27:09, time: 2.259, data_time: 0.021, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4311, loss: 1.4311, grad_norm: 4.8530 2021-06-26 18:01:54,491 - mmaction - INFO - Epoch [162][1340/1879] lr: 4.359e-03, eta: 21:26:24, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6391, top5_acc: 0.8457, loss_cls: 1.4974, loss: 1.4974, grad_norm: 5.0048 2021-06-26 18:02:39,380 - mmaction - INFO - Epoch [162][1360/1879] lr: 4.359e-03, eta: 21:25:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8469, loss_cls: 1.4506, loss: 1.4506, grad_norm: 4.8784 2021-06-26 18:03:24,168 - mmaction - INFO - Epoch [162][1380/1879] lr: 4.359e-03, eta: 21:24:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6547, top5_acc: 0.8496, loss_cls: 1.4347, loss: 1.4347, grad_norm: 4.8387 2021-06-26 18:04:09,067 - mmaction - INFO - Epoch [162][1400/1879] lr: 4.359e-03, eta: 21:24:09, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8465, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.8962 2021-06-26 18:04:53,887 - mmaction - INFO - Epoch [162][1420/1879] lr: 4.359e-03, eta: 21:23:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4416, loss: 1.4416, grad_norm: 4.7580 2021-06-26 18:05:38,716 - mmaction - INFO - Epoch [162][1440/1879] lr: 4.359e-03, eta: 21:22:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4023, loss: 1.4023, grad_norm: 4.7436 2021-06-26 18:06:23,390 - mmaction - INFO - Epoch [162][1460/1879] lr: 4.359e-03, eta: 21:21:54, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8438, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.7837 2021-06-26 18:07:08,384 - mmaction - INFO - Epoch [162][1480/1879] lr: 4.359e-03, eta: 21:21:09, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8547, loss_cls: 1.4011, loss: 1.4011, grad_norm: 4.6932 2021-06-26 18:07:53,263 - mmaction - INFO - Epoch [162][1500/1879] lr: 4.359e-03, eta: 21:20:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8535, loss_cls: 1.4056, loss: 1.4056, grad_norm: 4.7363 2021-06-26 18:08:38,182 - mmaction - INFO - Epoch [162][1520/1879] lr: 4.359e-03, eta: 21:19:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8488, loss_cls: 1.4183, loss: 1.4183, grad_norm: 4.8543 2021-06-26 18:09:23,031 - mmaction - INFO - Epoch [162][1540/1879] lr: 4.359e-03, eta: 21:18:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8492, loss_cls: 1.4214, loss: 1.4214, grad_norm: 4.8307 2021-06-26 18:10:07,807 - mmaction - INFO - Epoch [162][1560/1879] lr: 4.359e-03, eta: 21:18:10, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8594, loss_cls: 1.4040, loss: 1.4040, grad_norm: 4.7804 2021-06-26 18:10:52,818 - mmaction - INFO - Epoch [162][1580/1879] lr: 4.359e-03, eta: 21:17:25, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8512, loss_cls: 1.4472, loss: 1.4472, grad_norm: 4.8299 2021-06-26 18:11:37,723 - mmaction - INFO - Epoch [162][1600/1879] lr: 4.359e-03, eta: 21:16:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.9073 2021-06-26 18:12:22,561 - mmaction - INFO - Epoch [162][1620/1879] lr: 4.359e-03, eta: 21:15:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8551, loss_cls: 1.4071, loss: 1.4071, grad_norm: 4.7027 2021-06-26 18:13:07,381 - mmaction - INFO - Epoch [162][1640/1879] lr: 4.359e-03, eta: 21:15:10, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8414, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.6617 2021-06-26 18:13:52,135 - mmaction - INFO - Epoch [162][1660/1879] lr: 4.359e-03, eta: 21:14:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8484, loss_cls: 1.4639, loss: 1.4639, grad_norm: 4.8060 2021-06-26 18:14:36,877 - mmaction - INFO - Epoch [162][1680/1879] lr: 4.359e-03, eta: 21:13:40, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8508, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.8090 2021-06-26 18:15:21,714 - mmaction - INFO - Epoch [162][1700/1879] lr: 4.359e-03, eta: 21:12:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8613, loss_cls: 1.3879, loss: 1.3879, grad_norm: 4.7817 2021-06-26 18:16:06,598 - mmaction - INFO - Epoch [162][1720/1879] lr: 4.359e-03, eta: 21:12:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6402, top5_acc: 0.8508, loss_cls: 1.4611, loss: 1.4611, grad_norm: 4.8350 2021-06-26 18:16:51,450 - mmaction - INFO - Epoch [162][1740/1879] lr: 4.359e-03, eta: 21:11:25, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4649, loss: 1.4649, grad_norm: 4.8133 2021-06-26 18:17:36,269 - mmaction - INFO - Epoch [162][1760/1879] lr: 4.359e-03, eta: 21:10:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8578, loss_cls: 1.4298, loss: 1.4298, grad_norm: 4.8024 2021-06-26 18:18:21,216 - mmaction - INFO - Epoch [162][1780/1879] lr: 4.359e-03, eta: 21:09:55, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8488, loss_cls: 1.4367, loss: 1.4367, grad_norm: 4.8387 2021-06-26 18:19:05,942 - mmaction - INFO - Epoch [162][1800/1879] lr: 4.359e-03, eta: 21:09:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6527, top5_acc: 0.8539, loss_cls: 1.4221, loss: 1.4221, grad_norm: 4.8676 2021-06-26 18:19:50,671 - mmaction - INFO - Epoch [162][1820/1879] lr: 4.359e-03, eta: 21:08:26, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8582, loss_cls: 1.4024, loss: 1.4024, grad_norm: 4.8342 2021-06-26 18:20:35,493 - mmaction - INFO - Epoch [162][1840/1879] lr: 4.359e-03, eta: 21:07:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8480, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.8016 2021-06-26 18:21:20,241 - mmaction - INFO - Epoch [162][1860/1879] lr: 4.359e-03, eta: 21:06:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8617, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.7215 2021-06-26 18:22:16,270 - mmaction - INFO - Saving checkpoint at 162 epochs 2021-06-26 18:24:38,925 - mmaction - INFO - Epoch [163][20/1879] lr: 3.915e-03, eta: 21:05:34, time: 7.104, data_time: 4.716, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8535, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.8285 2021-06-26 18:25:23,852 - mmaction - INFO - Epoch [163][40/1879] lr: 3.915e-03, eta: 21:04:49, time: 2.246, data_time: 0.004, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8562, loss_cls: 1.3652, loss: 1.3652, grad_norm: 4.8009 2021-06-26 18:26:08,683 - mmaction - INFO - Epoch [163][60/1879] lr: 3.915e-03, eta: 21:04:04, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8598, loss_cls: 1.3795, loss: 1.3795, grad_norm: 4.7091 2021-06-26 18:26:53,669 - mmaction - INFO - Epoch [163][80/1879] lr: 3.915e-03, eta: 21:03:19, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8559, loss_cls: 1.4330, loss: 1.4330, grad_norm: 4.8086 2021-06-26 18:27:38,554 - mmaction - INFO - Epoch [163][100/1879] lr: 3.915e-03, eta: 21:02:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8516, loss_cls: 1.4272, loss: 1.4272, grad_norm: 4.7871 2021-06-26 18:28:23,462 - mmaction - INFO - Epoch [163][120/1879] lr: 3.915e-03, eta: 21:01:49, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8512, loss_cls: 1.4172, loss: 1.4172, grad_norm: 4.8633 2021-06-26 18:29:08,286 - mmaction - INFO - Epoch [163][140/1879] lr: 3.915e-03, eta: 21:01:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8496, loss_cls: 1.3831, loss: 1.3831, grad_norm: 4.6728 2021-06-26 18:29:53,352 - mmaction - INFO - Epoch [163][160/1879] lr: 3.915e-03, eta: 21:00:20, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8457, loss_cls: 1.4417, loss: 1.4417, grad_norm: 4.9278 2021-06-26 18:30:38,263 - mmaction - INFO - Epoch [163][180/1879] lr: 3.915e-03, eta: 20:59:35, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8574, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.7797 2021-06-26 18:31:23,174 - mmaction - INFO - Epoch [163][200/1879] lr: 3.915e-03, eta: 20:58:50, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.8257 2021-06-26 18:32:08,016 - mmaction - INFO - Epoch [163][220/1879] lr: 3.915e-03, eta: 20:58:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8555, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.8545 2021-06-26 18:32:52,902 - mmaction - INFO - Epoch [163][240/1879] lr: 3.915e-03, eta: 20:57:20, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8484, loss_cls: 1.3995, loss: 1.3995, grad_norm: 4.8214 2021-06-26 18:33:37,840 - mmaction - INFO - Epoch [163][260/1879] lr: 3.915e-03, eta: 20:56:35, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6605, top5_acc: 0.8496, loss_cls: 1.4043, loss: 1.4043, grad_norm: 4.8192 2021-06-26 18:34:22,712 - mmaction - INFO - Epoch [163][280/1879] lr: 3.915e-03, eta: 20:55:50, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4387, loss: 1.4387, grad_norm: 4.8758 2021-06-26 18:35:07,695 - mmaction - INFO - Epoch [163][300/1879] lr: 3.915e-03, eta: 20:55:05, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8539, loss_cls: 1.4279, loss: 1.4279, grad_norm: 4.7857 2021-06-26 18:35:52,387 - mmaction - INFO - Epoch [163][320/1879] lr: 3.915e-03, eta: 20:54:20, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8645, loss_cls: 1.4071, loss: 1.4071, grad_norm: 4.8338 2021-06-26 18:36:37,300 - mmaction - INFO - Epoch [163][340/1879] lr: 3.915e-03, eta: 20:53:35, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8711, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.7195 2021-06-26 18:37:22,150 - mmaction - INFO - Epoch [163][360/1879] lr: 3.915e-03, eta: 20:52:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.7770 2021-06-26 18:38:07,061 - mmaction - INFO - Epoch [163][380/1879] lr: 3.915e-03, eta: 20:52:05, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8594, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.8228 2021-06-26 18:38:51,849 - mmaction - INFO - Epoch [163][400/1879] lr: 3.915e-03, eta: 20:51:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8496, loss_cls: 1.4343, loss: 1.4343, grad_norm: 4.9140 2021-06-26 18:39:36,529 - mmaction - INFO - Epoch [163][420/1879] lr: 3.915e-03, eta: 20:50:35, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8543, loss_cls: 1.4031, loss: 1.4031, grad_norm: 4.7882 2021-06-26 18:40:21,351 - mmaction - INFO - Epoch [163][440/1879] lr: 3.915e-03, eta: 20:49:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8586, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.8033 2021-06-26 18:41:06,174 - mmaction - INFO - Epoch [163][460/1879] lr: 3.915e-03, eta: 20:49:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8566, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.8244 2021-06-26 18:41:50,980 - mmaction - INFO - Epoch [163][480/1879] lr: 3.915e-03, eta: 20:48:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8500, loss_cls: 1.4209, loss: 1.4209, grad_norm: 5.0058 2021-06-26 18:42:35,712 - mmaction - INFO - Epoch [163][500/1879] lr: 3.915e-03, eta: 20:47:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8590, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.9219 2021-06-26 18:43:20,581 - mmaction - INFO - Epoch [163][520/1879] lr: 3.915e-03, eta: 20:46:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3932, loss: 1.3932, grad_norm: 4.7692 2021-06-26 18:44:05,376 - mmaction - INFO - Epoch [163][540/1879] lr: 3.915e-03, eta: 20:46:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4193, loss: 1.4193, grad_norm: 4.8687 2021-06-26 18:44:50,138 - mmaction - INFO - Epoch [163][560/1879] lr: 3.915e-03, eta: 20:45:21, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8473, loss_cls: 1.4406, loss: 1.4406, grad_norm: 4.9126 2021-06-26 18:45:34,881 - mmaction - INFO - Epoch [163][580/1879] lr: 3.915e-03, eta: 20:44:36, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8574, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.8267 2021-06-26 18:46:19,656 - mmaction - INFO - Epoch [163][600/1879] lr: 3.915e-03, eta: 20:43:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8488, loss_cls: 1.4218, loss: 1.4218, grad_norm: 4.8569 2021-06-26 18:47:04,440 - mmaction - INFO - Epoch [163][620/1879] lr: 3.915e-03, eta: 20:43:06, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6449, top5_acc: 0.8527, loss_cls: 1.4425, loss: 1.4425, grad_norm: 4.9899 2021-06-26 18:47:49,328 - mmaction - INFO - Epoch [163][640/1879] lr: 3.915e-03, eta: 20:42:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.5873 2021-06-26 18:48:34,192 - mmaction - INFO - Epoch [163][660/1879] lr: 3.915e-03, eta: 20:41:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6465, top5_acc: 0.8539, loss_cls: 1.4491, loss: 1.4491, grad_norm: 4.8592 2021-06-26 18:49:19,000 - mmaction - INFO - Epoch [163][680/1879] lr: 3.915e-03, eta: 20:40:51, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8594, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.8146 2021-06-26 18:50:03,777 - mmaction - INFO - Epoch [163][700/1879] lr: 3.915e-03, eta: 20:40:06, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8590, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.7289 2021-06-26 18:50:48,686 - mmaction - INFO - Epoch [163][720/1879] lr: 3.915e-03, eta: 20:39:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8648, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.9077 2021-06-26 18:51:33,534 - mmaction - INFO - Epoch [163][740/1879] lr: 3.915e-03, eta: 20:38:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8406, loss_cls: 1.4456, loss: 1.4456, grad_norm: 4.8112 2021-06-26 18:52:18,379 - mmaction - INFO - Epoch [163][760/1879] lr: 3.915e-03, eta: 20:37:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8543, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.8721 2021-06-26 18:53:03,251 - mmaction - INFO - Epoch [163][780/1879] lr: 3.915e-03, eta: 20:37:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8598, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.7655 2021-06-26 18:53:48,155 - mmaction - INFO - Epoch [163][800/1879] lr: 3.915e-03, eta: 20:36:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6488, top5_acc: 0.8566, loss_cls: 1.4204, loss: 1.4204, grad_norm: 4.9598 2021-06-26 18:54:32,941 - mmaction - INFO - Epoch [163][820/1879] lr: 3.915e-03, eta: 20:35:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8562, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.8151 2021-06-26 18:55:17,778 - mmaction - INFO - Epoch [163][840/1879] lr: 3.915e-03, eta: 20:34:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.8105 2021-06-26 18:56:02,485 - mmaction - INFO - Epoch [163][860/1879] lr: 3.915e-03, eta: 20:34:07, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8605, loss_cls: 1.3802, loss: 1.3802, grad_norm: 4.8288 2021-06-26 18:56:47,218 - mmaction - INFO - Epoch [163][880/1879] lr: 3.915e-03, eta: 20:33:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8582, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.7745 2021-06-26 18:57:31,992 - mmaction - INFO - Epoch [163][900/1879] lr: 3.915e-03, eta: 20:32:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8422, loss_cls: 1.4356, loss: 1.4356, grad_norm: 4.9376 2021-06-26 18:58:16,828 - mmaction - INFO - Epoch [163][920/1879] lr: 3.915e-03, eta: 20:31:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8414, loss_cls: 1.4099, loss: 1.4099, grad_norm: 4.8930 2021-06-26 18:59:01,850 - mmaction - INFO - Epoch [163][940/1879] lr: 3.915e-03, eta: 20:31:07, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8531, loss_cls: 1.4347, loss: 1.4347, grad_norm: 5.0617 2021-06-26 18:59:46,712 - mmaction - INFO - Epoch [163][960/1879] lr: 3.915e-03, eta: 20:30:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6512, top5_acc: 0.8469, loss_cls: 1.4598, loss: 1.4598, grad_norm: 4.9793 2021-06-26 19:00:31,462 - mmaction - INFO - Epoch [163][980/1879] lr: 3.915e-03, eta: 20:29:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8629, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.8027 2021-06-26 19:01:16,296 - mmaction - INFO - Epoch [163][1000/1879] lr: 3.915e-03, eta: 20:28:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8527, loss_cls: 1.4282, loss: 1.4282, grad_norm: 4.8311 2021-06-26 19:02:01,075 - mmaction - INFO - Epoch [163][1020/1879] lr: 3.915e-03, eta: 20:28:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6484, top5_acc: 0.8496, loss_cls: 1.4397, loss: 1.4397, grad_norm: 4.9107 2021-06-26 19:02:45,930 - mmaction - INFO - Epoch [163][1040/1879] lr: 3.915e-03, eta: 20:27:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8480, loss_cls: 1.3924, loss: 1.3924, grad_norm: 4.8588 2021-06-26 19:03:30,638 - mmaction - INFO - Epoch [163][1060/1879] lr: 3.915e-03, eta: 20:26:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8535, loss_cls: 1.4143, loss: 1.4143, grad_norm: 4.9262 2021-06-26 19:04:15,426 - mmaction - INFO - Epoch [163][1080/1879] lr: 3.915e-03, eta: 20:25:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8512, loss_cls: 1.3776, loss: 1.3776, grad_norm: 4.8878 2021-06-26 19:05:00,325 - mmaction - INFO - Epoch [163][1100/1879] lr: 3.915e-03, eta: 20:25:07, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8566, loss_cls: 1.3802, loss: 1.3802, grad_norm: 4.7385 2021-06-26 19:05:45,100 - mmaction - INFO - Epoch [163][1120/1879] lr: 3.915e-03, eta: 20:24:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8605, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.8159 2021-06-26 19:06:29,779 - mmaction - INFO - Epoch [163][1140/1879] lr: 3.915e-03, eta: 20:23:38, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.0838 2021-06-26 19:07:14,672 - mmaction - INFO - Epoch [163][1160/1879] lr: 3.915e-03, eta: 20:22:53, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8602, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.8829 2021-06-26 19:07:59,496 - mmaction - INFO - Epoch [163][1180/1879] lr: 3.915e-03, eta: 20:22:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6711, top5_acc: 0.8543, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.9611 2021-06-26 19:08:44,357 - mmaction - INFO - Epoch [163][1200/1879] lr: 3.915e-03, eta: 20:21:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6605, top5_acc: 0.8562, loss_cls: 1.3794, loss: 1.3794, grad_norm: 4.8643 2021-06-26 19:09:29,205 - mmaction - INFO - Epoch [163][1220/1879] lr: 3.915e-03, eta: 20:20:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6578, top5_acc: 0.8590, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.9660 2021-06-26 19:10:13,983 - mmaction - INFO - Epoch [163][1240/1879] lr: 3.915e-03, eta: 20:19:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8512, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.9188 2021-06-26 19:10:58,836 - mmaction - INFO - Epoch [163][1260/1879] lr: 3.915e-03, eta: 20:19:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8449, loss_cls: 1.4196, loss: 1.4196, grad_norm: 4.8066 2021-06-26 19:11:43,586 - mmaction - INFO - Epoch [163][1280/1879] lr: 3.915e-03, eta: 20:18:23, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8641, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.6937 2021-06-26 19:12:28,347 - mmaction - INFO - Epoch [163][1300/1879] lr: 3.915e-03, eta: 20:17:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8520, loss_cls: 1.4267, loss: 1.4267, grad_norm: 4.9094 2021-06-26 19:13:13,176 - mmaction - INFO - Epoch [163][1320/1879] lr: 3.915e-03, eta: 20:16:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8457, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.9474 2021-06-26 19:13:58,017 - mmaction - INFO - Epoch [163][1340/1879] lr: 3.915e-03, eta: 20:16:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6473, top5_acc: 0.8438, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.9085 2021-06-26 19:14:42,854 - mmaction - INFO - Epoch [163][1360/1879] lr: 3.915e-03, eta: 20:15:23, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4182, loss: 1.4182, grad_norm: 4.8748 2021-06-26 19:15:27,634 - mmaction - INFO - Epoch [163][1380/1879] lr: 3.915e-03, eta: 20:14:38, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8535, loss_cls: 1.4244, loss: 1.4244, grad_norm: 4.7361 2021-06-26 19:16:12,551 - mmaction - INFO - Epoch [163][1400/1879] lr: 3.915e-03, eta: 20:13:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8496, loss_cls: 1.4040, loss: 1.4040, grad_norm: 4.8201 2021-06-26 19:16:57,531 - mmaction - INFO - Epoch [163][1420/1879] lr: 3.915e-03, eta: 20:13:08, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8516, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.8054 2021-06-26 19:17:42,328 - mmaction - INFO - Epoch [163][1440/1879] lr: 3.915e-03, eta: 20:12:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8570, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.6855 2021-06-26 19:18:27,220 - mmaction - INFO - Epoch [163][1460/1879] lr: 3.915e-03, eta: 20:11:39, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4191, loss: 1.4191, grad_norm: 4.8373 2021-06-26 19:19:12,071 - mmaction - INFO - Epoch [163][1480/1879] lr: 3.915e-03, eta: 20:10:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8445, loss_cls: 1.4349, loss: 1.4349, grad_norm: 4.8303 2021-06-26 19:19:57,006 - mmaction - INFO - Epoch [163][1500/1879] lr: 3.915e-03, eta: 20:10:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3925, loss: 1.3925, grad_norm: 4.8435 2021-06-26 19:20:41,978 - mmaction - INFO - Epoch [163][1520/1879] lr: 3.915e-03, eta: 20:09:24, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6723, top5_acc: 0.8633, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.8432 2021-06-26 19:21:26,813 - mmaction - INFO - Epoch [163][1540/1879] lr: 3.915e-03, eta: 20:08:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8543, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.8398 2021-06-26 19:22:11,552 - mmaction - INFO - Epoch [163][1560/1879] lr: 3.915e-03, eta: 20:07:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8520, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.7848 2021-06-26 19:22:56,374 - mmaction - INFO - Epoch [163][1580/1879] lr: 3.915e-03, eta: 20:07:09, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8602, loss_cls: 1.3978, loss: 1.3978, grad_norm: 4.7854 2021-06-26 19:23:41,227 - mmaction - INFO - Epoch [163][1600/1879] lr: 3.915e-03, eta: 20:06:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6496, top5_acc: 0.8441, loss_cls: 1.4445, loss: 1.4445, grad_norm: 4.8865 2021-06-26 19:24:25,963 - mmaction - INFO - Epoch [163][1620/1879] lr: 3.915e-03, eta: 20:05:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8668, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.7664 2021-06-26 19:25:10,785 - mmaction - INFO - Epoch [163][1640/1879] lr: 3.915e-03, eta: 20:04:54, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6496, top5_acc: 0.8535, loss_cls: 1.4254, loss: 1.4254, grad_norm: 4.9487 2021-06-26 19:25:55,670 - mmaction - INFO - Epoch [163][1660/1879] lr: 3.915e-03, eta: 20:04:09, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4379, loss: 1.4379, grad_norm: 4.9324 2021-06-26 19:26:40,503 - mmaction - INFO - Epoch [163][1680/1879] lr: 3.915e-03, eta: 20:03:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8598, loss_cls: 1.3992, loss: 1.3992, grad_norm: 4.8945 2021-06-26 19:27:25,308 - mmaction - INFO - Epoch [163][1700/1879] lr: 3.915e-03, eta: 20:02:39, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8504, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.9806 2021-06-26 19:28:10,206 - mmaction - INFO - Epoch [163][1720/1879] lr: 3.915e-03, eta: 20:01:54, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.9265 2021-06-26 19:28:55,104 - mmaction - INFO - Epoch [163][1740/1879] lr: 3.915e-03, eta: 20:01:09, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8352, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.8841 2021-06-26 19:29:39,887 - mmaction - INFO - Epoch [163][1760/1879] lr: 3.915e-03, eta: 20:00:24, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6516, top5_acc: 0.8449, loss_cls: 1.4464, loss: 1.4464, grad_norm: 4.8751 2021-06-26 19:30:24,724 - mmaction - INFO - Epoch [163][1780/1879] lr: 3.915e-03, eta: 19:59:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8512, loss_cls: 1.3989, loss: 1.3989, grad_norm: 4.8593 2021-06-26 19:31:09,606 - mmaction - INFO - Epoch [163][1800/1879] lr: 3.915e-03, eta: 19:58:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8551, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.8910 2021-06-26 19:31:54,396 - mmaction - INFO - Epoch [163][1820/1879] lr: 3.915e-03, eta: 19:58:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6602, top5_acc: 0.8480, loss_cls: 1.4363, loss: 1.4363, grad_norm: 4.9766 2021-06-26 19:32:39,159 - mmaction - INFO - Epoch [163][1840/1879] lr: 3.915e-03, eta: 19:57:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8570, loss_cls: 1.4142, loss: 1.4142, grad_norm: 4.8024 2021-06-26 19:33:24,057 - mmaction - INFO - Epoch [163][1860/1879] lr: 3.915e-03, eta: 19:56:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8473, loss_cls: 1.4031, loss: 1.4031, grad_norm: 4.8173 2021-06-26 19:34:07,167 - mmaction - INFO - Saving checkpoint at 163 epochs 2021-06-26 19:35:39,040 - mmaction - INFO - Epoch [164][20/1879] lr: 3.496e-03, eta: 19:55:13, time: 4.575, data_time: 2.326, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8531, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.7465 2021-06-26 19:36:23,971 - mmaction - INFO - Epoch [164][40/1879] lr: 3.496e-03, eta: 19:54:28, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.4368, loss: 1.4368, grad_norm: 4.8234 2021-06-26 19:37:08,959 - mmaction - INFO - Epoch [164][60/1879] lr: 3.496e-03, eta: 19:53:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8711, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.7842 2021-06-26 19:37:53,953 - mmaction - INFO - Epoch [164][80/1879] lr: 3.496e-03, eta: 19:52:58, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8551, loss_cls: 1.4099, loss: 1.4099, grad_norm: 4.8640 2021-06-26 19:38:38,864 - mmaction - INFO - Epoch [164][100/1879] lr: 3.496e-03, eta: 19:52:13, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8617, loss_cls: 1.3909, loss: 1.3909, grad_norm: 4.8589 2021-06-26 19:39:23,857 - mmaction - INFO - Epoch [164][120/1879] lr: 3.496e-03, eta: 19:51:28, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8672, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.8995 2021-06-26 19:40:08,884 - mmaction - INFO - Epoch [164][140/1879] lr: 3.496e-03, eta: 19:50:43, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.7374 2021-06-26 19:40:53,812 - mmaction - INFO - Epoch [164][160/1879] lr: 3.496e-03, eta: 19:49:58, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8488, loss_cls: 1.4165, loss: 1.4165, grad_norm: 4.7907 2021-06-26 19:41:38,660 - mmaction - INFO - Epoch [164][180/1879] lr: 3.496e-03, eta: 19:49:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.6533 2021-06-26 19:42:23,582 - mmaction - INFO - Epoch [164][200/1879] lr: 3.496e-03, eta: 19:48:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3820, loss: 1.3820, grad_norm: 4.8085 2021-06-26 19:43:08,351 - mmaction - INFO - Epoch [164][220/1879] lr: 3.496e-03, eta: 19:47:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.8749 2021-06-26 19:43:53,200 - mmaction - INFO - Epoch [164][240/1879] lr: 3.496e-03, eta: 19:46:58, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8559, loss_cls: 1.3779, loss: 1.3779, grad_norm: 4.9893 2021-06-26 19:44:37,858 - mmaction - INFO - Epoch [164][260/1879] lr: 3.496e-03, eta: 19:46:13, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.8425 2021-06-26 19:45:22,809 - mmaction - INFO - Epoch [164][280/1879] lr: 3.496e-03, eta: 19:45:28, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8527, loss_cls: 1.4117, loss: 1.4117, grad_norm: 4.9726 2021-06-26 19:46:07,645 - mmaction - INFO - Epoch [164][300/1879] lr: 3.496e-03, eta: 19:44:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8605, loss_cls: 1.4052, loss: 1.4052, grad_norm: 4.9185 2021-06-26 19:46:52,670 - mmaction - INFO - Epoch [164][320/1879] lr: 3.496e-03, eta: 19:43:59, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4020, loss: 1.4020, grad_norm: 4.8507 2021-06-26 19:47:37,518 - mmaction - INFO - Epoch [164][340/1879] lr: 3.496e-03, eta: 19:43:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.7894 2021-06-26 19:48:22,285 - mmaction - INFO - Epoch [164][360/1879] lr: 3.496e-03, eta: 19:42:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8566, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.7706 2021-06-26 19:49:07,084 - mmaction - INFO - Epoch [164][380/1879] lr: 3.496e-03, eta: 19:41:44, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8551, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.7771 2021-06-26 19:49:51,753 - mmaction - INFO - Epoch [164][400/1879] lr: 3.496e-03, eta: 19:40:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8461, loss_cls: 1.4341, loss: 1.4341, grad_norm: 4.8374 2021-06-26 19:50:36,601 - mmaction - INFO - Epoch [164][420/1879] lr: 3.496e-03, eta: 19:40:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8531, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.9605 2021-06-26 19:51:21,423 - mmaction - INFO - Epoch [164][440/1879] lr: 3.496e-03, eta: 19:39:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.9458 2021-06-26 19:52:06,329 - mmaction - INFO - Epoch [164][460/1879] lr: 3.496e-03, eta: 19:38:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8496, loss_cls: 1.4246, loss: 1.4246, grad_norm: 4.9701 2021-06-26 19:52:51,146 - mmaction - INFO - Epoch [164][480/1879] lr: 3.496e-03, eta: 19:37:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8676, loss_cls: 1.3604, loss: 1.3604, grad_norm: 4.8509 2021-06-26 19:53:35,935 - mmaction - INFO - Epoch [164][500/1879] lr: 3.496e-03, eta: 19:37:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4242, loss: 1.4242, grad_norm: 4.9039 2021-06-26 19:54:20,642 - mmaction - INFO - Epoch [164][520/1879] lr: 3.496e-03, eta: 19:36:29, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8594, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.8115 2021-06-26 19:55:05,378 - mmaction - INFO - Epoch [164][540/1879] lr: 3.496e-03, eta: 19:35:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8527, loss_cls: 1.4042, loss: 1.4042, grad_norm: 4.8785 2021-06-26 19:55:50,037 - mmaction - INFO - Epoch [164][560/1879] lr: 3.496e-03, eta: 19:34:59, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8590, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.8002 2021-06-26 19:56:34,875 - mmaction - INFO - Epoch [164][580/1879] lr: 3.496e-03, eta: 19:34:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8520, loss_cls: 1.3816, loss: 1.3816, grad_norm: 4.8064 2021-06-26 19:57:19,628 - mmaction - INFO - Epoch [164][600/1879] lr: 3.496e-03, eta: 19:33:29, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8488, loss_cls: 1.3989, loss: 1.3989, grad_norm: 4.9457 2021-06-26 19:58:04,528 - mmaction - INFO - Epoch [164][620/1879] lr: 3.496e-03, eta: 19:32:44, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8578, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.8747 2021-06-26 19:58:49,486 - mmaction - INFO - Epoch [164][640/1879] lr: 3.496e-03, eta: 19:32:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8594, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.8782 2021-06-26 19:59:34,288 - mmaction - INFO - Epoch [164][660/1879] lr: 3.496e-03, eta: 19:31:15, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8547, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.8816 2021-06-26 20:00:19,158 - mmaction - INFO - Epoch [164][680/1879] lr: 3.496e-03, eta: 19:30:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8664, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.8052 2021-06-26 20:01:03,954 - mmaction - INFO - Epoch [164][700/1879] lr: 3.496e-03, eta: 19:29:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.8455 2021-06-26 20:01:48,880 - mmaction - INFO - Epoch [164][720/1879] lr: 3.496e-03, eta: 19:29:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.7804 2021-06-26 20:02:33,648 - mmaction - INFO - Epoch [164][740/1879] lr: 3.496e-03, eta: 19:28:15, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8641, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.9162 2021-06-26 20:03:18,577 - mmaction - INFO - Epoch [164][760/1879] lr: 3.496e-03, eta: 19:27:30, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.8746 2021-06-26 20:04:03,369 - mmaction - INFO - Epoch [164][780/1879] lr: 3.496e-03, eta: 19:26:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8590, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.8551 2021-06-26 20:04:48,280 - mmaction - INFO - Epoch [164][800/1879] lr: 3.496e-03, eta: 19:26:00, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8512, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.8963 2021-06-26 20:05:33,092 - mmaction - INFO - Epoch [164][820/1879] lr: 3.496e-03, eta: 19:25:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8582, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.7989 2021-06-26 20:06:17,829 - mmaction - INFO - Epoch [164][840/1879] lr: 3.496e-03, eta: 19:24:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8562, loss_cls: 1.3652, loss: 1.3652, grad_norm: 4.8735 2021-06-26 20:07:02,700 - mmaction - INFO - Epoch [164][860/1879] lr: 3.496e-03, eta: 19:23:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8512, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.9128 2021-06-26 20:07:47,432 - mmaction - INFO - Epoch [164][880/1879] lr: 3.496e-03, eta: 19:23:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8609, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.8719 2021-06-26 20:08:32,325 - mmaction - INFO - Epoch [164][900/1879] lr: 3.496e-03, eta: 19:22:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3766, loss: 1.3766, grad_norm: 4.8539 2021-06-26 20:09:16,957 - mmaction - INFO - Epoch [164][920/1879] lr: 3.496e-03, eta: 19:21:30, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8676, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.8233 2021-06-26 20:10:01,783 - mmaction - INFO - Epoch [164][940/1879] lr: 3.496e-03, eta: 19:20:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8586, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.8341 2021-06-26 20:10:46,753 - mmaction - INFO - Epoch [164][960/1879] lr: 3.496e-03, eta: 19:20:01, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3972, loss: 1.3972, grad_norm: 4.9736 2021-06-26 20:11:31,571 - mmaction - INFO - Epoch [164][980/1879] lr: 3.496e-03, eta: 19:19:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8707, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.9101 2021-06-26 20:12:16,419 - mmaction - INFO - Epoch [164][1000/1879] lr: 3.496e-03, eta: 19:18:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8629, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.9405 2021-06-26 20:13:01,234 - mmaction - INFO - Epoch [164][1020/1879] lr: 3.496e-03, eta: 19:17:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6539, top5_acc: 0.8551, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.9655 2021-06-26 20:13:46,007 - mmaction - INFO - Epoch [164][1040/1879] lr: 3.496e-03, eta: 19:17:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.7838 2021-06-26 20:14:30,825 - mmaction - INFO - Epoch [164][1060/1879] lr: 3.496e-03, eta: 19:16:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8578, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.9808 2021-06-26 20:15:15,650 - mmaction - INFO - Epoch [164][1080/1879] lr: 3.496e-03, eta: 19:15:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8434, loss_cls: 1.4298, loss: 1.4298, grad_norm: 4.9968 2021-06-26 20:16:00,452 - mmaction - INFO - Epoch [164][1100/1879] lr: 3.496e-03, eta: 19:14:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8605, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.8472 2021-06-26 20:16:45,258 - mmaction - INFO - Epoch [164][1120/1879] lr: 3.496e-03, eta: 19:14:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8594, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.9211 2021-06-26 20:17:30,082 - mmaction - INFO - Epoch [164][1140/1879] lr: 3.496e-03, eta: 19:13:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.8837 2021-06-26 20:18:14,947 - mmaction - INFO - Epoch [164][1160/1879] lr: 3.496e-03, eta: 19:12:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8520, loss_cls: 1.4190, loss: 1.4190, grad_norm: 4.9889 2021-06-26 20:18:59,848 - mmaction - INFO - Epoch [164][1180/1879] lr: 3.496e-03, eta: 19:11:46, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6574, top5_acc: 0.8508, loss_cls: 1.4397, loss: 1.4397, grad_norm: 4.9485 2021-06-26 20:19:44,684 - mmaction - INFO - Epoch [164][1200/1879] lr: 3.496e-03, eta: 19:11:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6711, top5_acc: 0.8613, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.8794 2021-06-26 20:20:29,522 - mmaction - INFO - Epoch [164][1220/1879] lr: 3.496e-03, eta: 19:10:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8512, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.8669 2021-06-26 20:21:14,342 - mmaction - INFO - Epoch [164][1240/1879] lr: 3.496e-03, eta: 19:09:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8488, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.8939 2021-06-26 20:21:59,199 - mmaction - INFO - Epoch [164][1260/1879] lr: 3.496e-03, eta: 19:08:46, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8574, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.9121 2021-06-26 20:22:43,993 - mmaction - INFO - Epoch [164][1280/1879] lr: 3.496e-03, eta: 19:08:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8680, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.9484 2021-06-26 20:23:28,780 - mmaction - INFO - Epoch [164][1300/1879] lr: 3.496e-03, eta: 19:07:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8531, loss_cls: 1.4086, loss: 1.4086, grad_norm: 4.9121 2021-06-26 20:24:13,593 - mmaction - INFO - Epoch [164][1320/1879] lr: 3.496e-03, eta: 19:06:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8480, loss_cls: 1.4035, loss: 1.4035, grad_norm: 4.9060 2021-06-26 20:24:58,271 - mmaction - INFO - Epoch [164][1340/1879] lr: 3.496e-03, eta: 19:05:47, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8457, loss_cls: 1.4406, loss: 1.4406, grad_norm: 4.9645 2021-06-26 20:25:43,026 - mmaction - INFO - Epoch [164][1360/1879] lr: 3.496e-03, eta: 19:05:02, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8523, loss_cls: 1.4019, loss: 1.4019, grad_norm: 4.8971 2021-06-26 20:26:27,943 - mmaction - INFO - Epoch [164][1380/1879] lr: 3.496e-03, eta: 19:04:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8516, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.9277 2021-06-26 20:27:12,670 - mmaction - INFO - Epoch [164][1400/1879] lr: 3.496e-03, eta: 19:03:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8656, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.9447 2021-06-26 20:27:57,473 - mmaction - INFO - Epoch [164][1420/1879] lr: 3.496e-03, eta: 19:02:47, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.4045, loss: 1.4045, grad_norm: 4.9804 2021-06-26 20:28:42,247 - mmaction - INFO - Epoch [164][1440/1879] lr: 3.496e-03, eta: 19:02:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8539, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.9328 2021-06-26 20:29:27,020 - mmaction - INFO - Epoch [164][1460/1879] lr: 3.496e-03, eta: 19:01:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8582, loss_cls: 1.3555, loss: 1.3555, grad_norm: 4.8836 2021-06-26 20:30:11,737 - mmaction - INFO - Epoch [164][1480/1879] lr: 3.496e-03, eta: 19:00:32, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.8999 2021-06-26 20:30:56,585 - mmaction - INFO - Epoch [164][1500/1879] lr: 3.496e-03, eta: 18:59:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8559, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.0175 2021-06-26 20:31:41,531 - mmaction - INFO - Epoch [164][1520/1879] lr: 3.496e-03, eta: 18:59:02, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3861, loss: 1.3861, grad_norm: 4.9292 2021-06-26 20:32:26,442 - mmaction - INFO - Epoch [164][1540/1879] lr: 3.496e-03, eta: 18:58:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8555, loss_cls: 1.3566, loss: 1.3566, grad_norm: 5.0348 2021-06-26 20:33:11,237 - mmaction - INFO - Epoch [164][1560/1879] lr: 3.496e-03, eta: 18:57:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8703, loss_cls: 1.3089, loss: 1.3089, grad_norm: 4.7818 2021-06-26 20:33:56,065 - mmaction - INFO - Epoch [164][1580/1879] lr: 3.496e-03, eta: 18:56:47, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8613, loss_cls: 1.3512, loss: 1.3512, grad_norm: 4.9181 2021-06-26 20:34:40,842 - mmaction - INFO - Epoch [164][1600/1879] lr: 3.496e-03, eta: 18:56:02, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4562, loss: 1.4562, grad_norm: 4.9643 2021-06-26 20:35:25,710 - mmaction - INFO - Epoch [164][1620/1879] lr: 3.496e-03, eta: 18:55:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8699, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.9193 2021-06-26 20:36:10,640 - mmaction - INFO - Epoch [164][1640/1879] lr: 3.496e-03, eta: 18:54:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6535, top5_acc: 0.8504, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.9431 2021-06-26 20:36:55,498 - mmaction - INFO - Epoch [164][1660/1879] lr: 3.496e-03, eta: 18:53:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4186, loss: 1.4186, grad_norm: 4.9280 2021-06-26 20:37:40,126 - mmaction - INFO - Epoch [164][1680/1879] lr: 3.496e-03, eta: 18:53:03, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8582, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.8411 2021-06-26 20:38:24,826 - mmaction - INFO - Epoch [164][1700/1879] lr: 3.496e-03, eta: 18:52:18, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8652, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.9210 2021-06-26 20:39:09,708 - mmaction - INFO - Epoch [164][1720/1879] lr: 3.496e-03, eta: 18:51:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8512, loss_cls: 1.4011, loss: 1.4011, grad_norm: 4.8603 2021-06-26 20:39:54,583 - mmaction - INFO - Epoch [164][1740/1879] lr: 3.496e-03, eta: 18:50:48, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8527, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.9199 2021-06-26 20:40:39,396 - mmaction - INFO - Epoch [164][1760/1879] lr: 3.496e-03, eta: 18:50:03, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4162, loss: 1.4162, grad_norm: 4.8822 2021-06-26 20:41:24,117 - mmaction - INFO - Epoch [164][1780/1879] lr: 3.496e-03, eta: 18:49:18, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6613, top5_acc: 0.8520, loss_cls: 1.4260, loss: 1.4260, grad_norm: 4.9875 2021-06-26 20:42:09,032 - mmaction - INFO - Epoch [164][1800/1879] lr: 3.496e-03, eta: 18:48:33, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4377, loss: 1.4377, grad_norm: 5.1343 2021-06-26 20:42:53,891 - mmaction - INFO - Epoch [164][1820/1879] lr: 3.496e-03, eta: 18:47:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8512, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.0192 2021-06-26 20:43:38,744 - mmaction - INFO - Epoch [164][1840/1879] lr: 3.496e-03, eta: 18:47:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8480, loss_cls: 1.4400, loss: 1.4400, grad_norm: 5.0396 2021-06-26 20:44:23,551 - mmaction - INFO - Epoch [164][1860/1879] lr: 3.496e-03, eta: 18:46:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8582, loss_cls: 1.3889, loss: 1.3889, grad_norm: 4.9667 2021-06-26 20:45:06,721 - mmaction - INFO - Saving checkpoint at 164 epochs 2021-06-26 20:46:38,545 - mmaction - INFO - Epoch [165][20/1879] lr: 3.099e-03, eta: 18:44:51, time: 4.580, data_time: 2.338, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8684, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.8978 2021-06-26 20:47:23,494 - mmaction - INFO - Epoch [165][40/1879] lr: 3.099e-03, eta: 18:44:06, time: 2.247, data_time: 0.003, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.8379 2021-06-26 20:48:08,376 - mmaction - INFO - Epoch [165][60/1879] lr: 3.099e-03, eta: 18:43:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8555, loss_cls: 1.4023, loss: 1.4023, grad_norm: 4.9304 2021-06-26 20:48:53,372 - mmaction - INFO - Epoch [165][80/1879] lr: 3.099e-03, eta: 18:42:36, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8793, loss_cls: 1.2699, loss: 1.2699, grad_norm: 4.8168 2021-06-26 20:49:38,379 - mmaction - INFO - Epoch [165][100/1879] lr: 3.099e-03, eta: 18:41:51, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8539, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.9254 2021-06-26 20:50:23,194 - mmaction - INFO - Epoch [165][120/1879] lr: 3.099e-03, eta: 18:41:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8656, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.7958 2021-06-26 20:51:08,089 - mmaction - INFO - Epoch [165][140/1879] lr: 3.099e-03, eta: 18:40:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8555, loss_cls: 1.3921, loss: 1.3921, grad_norm: 4.9982 2021-06-26 20:51:53,056 - mmaction - INFO - Epoch [165][160/1879] lr: 3.099e-03, eta: 18:39:37, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8500, loss_cls: 1.4084, loss: 1.4084, grad_norm: 4.9169 2021-06-26 20:52:38,015 - mmaction - INFO - Epoch [165][180/1879] lr: 3.099e-03, eta: 18:38:52, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8684, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.8930 2021-06-26 20:53:22,842 - mmaction - INFO - Epoch [165][200/1879] lr: 3.099e-03, eta: 18:38:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6723, top5_acc: 0.8605, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.9766 2021-06-26 20:54:07,819 - mmaction - INFO - Epoch [165][220/1879] lr: 3.099e-03, eta: 18:37:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8621, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.7931 2021-06-26 20:54:52,512 - mmaction - INFO - Epoch [165][240/1879] lr: 3.099e-03, eta: 18:36:37, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.9623 2021-06-26 20:55:37,404 - mmaction - INFO - Epoch [165][260/1879] lr: 3.099e-03, eta: 18:35:52, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8594, loss_cls: 1.3716, loss: 1.3716, grad_norm: 5.0001 2021-06-26 20:56:22,150 - mmaction - INFO - Epoch [165][280/1879] lr: 3.099e-03, eta: 18:35:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8605, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.7655 2021-06-26 20:57:06,905 - mmaction - INFO - Epoch [165][300/1879] lr: 3.099e-03, eta: 18:34:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.8421 2021-06-26 20:57:51,661 - mmaction - INFO - Epoch [165][320/1879] lr: 3.099e-03, eta: 18:33:37, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8684, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.8251 2021-06-26 20:58:36,463 - mmaction - INFO - Epoch [165][340/1879] lr: 3.099e-03, eta: 18:32:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8516, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.0033 2021-06-26 20:59:21,197 - mmaction - INFO - Epoch [165][360/1879] lr: 3.099e-03, eta: 18:32:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.8421 2021-06-26 21:00:06,086 - mmaction - INFO - Epoch [165][380/1879] lr: 3.099e-03, eta: 18:31:22, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8703, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.9240 2021-06-26 21:00:50,736 - mmaction - INFO - Epoch [165][400/1879] lr: 3.099e-03, eta: 18:30:37, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.0195 2021-06-26 21:01:35,489 - mmaction - INFO - Epoch [165][420/1879] lr: 3.099e-03, eta: 18:29:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8629, loss_cls: 1.3709, loss: 1.3709, grad_norm: 5.0368 2021-06-26 21:02:20,264 - mmaction - INFO - Epoch [165][440/1879] lr: 3.099e-03, eta: 18:29:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8535, loss_cls: 1.3800, loss: 1.3800, grad_norm: 4.9787 2021-06-26 21:03:05,001 - mmaction - INFO - Epoch [165][460/1879] lr: 3.099e-03, eta: 18:28:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.9880 2021-06-26 21:03:49,780 - mmaction - INFO - Epoch [165][480/1879] lr: 3.099e-03, eta: 18:27:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.0311 2021-06-26 21:04:34,578 - mmaction - INFO - Epoch [165][500/1879] lr: 3.099e-03, eta: 18:26:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8648, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.8232 2021-06-26 21:05:19,245 - mmaction - INFO - Epoch [165][520/1879] lr: 3.099e-03, eta: 18:26:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6617, top5_acc: 0.8473, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.9800 2021-06-26 21:06:04,048 - mmaction - INFO - Epoch [165][540/1879] lr: 3.099e-03, eta: 18:25:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3834, loss: 1.3834, grad_norm: 4.9299 2021-06-26 21:06:48,768 - mmaction - INFO - Epoch [165][560/1879] lr: 3.099e-03, eta: 18:24:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8574, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.9158 2021-06-26 21:07:33,532 - mmaction - INFO - Epoch [165][580/1879] lr: 3.099e-03, eta: 18:23:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8629, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.8637 2021-06-26 21:08:18,252 - mmaction - INFO - Epoch [165][600/1879] lr: 3.099e-03, eta: 18:23:08, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8586, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.9221 2021-06-26 21:09:03,091 - mmaction - INFO - Epoch [165][620/1879] lr: 3.099e-03, eta: 18:22:23, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8637, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.7711 2021-06-26 21:09:47,893 - mmaction - INFO - Epoch [165][640/1879] lr: 3.099e-03, eta: 18:21:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6559, top5_acc: 0.8500, loss_cls: 1.4127, loss: 1.4127, grad_norm: 5.1496 2021-06-26 21:10:32,689 - mmaction - INFO - Epoch [165][660/1879] lr: 3.099e-03, eta: 18:20:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8605, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.9855 2021-06-26 21:11:17,493 - mmaction - INFO - Epoch [165][680/1879] lr: 3.099e-03, eta: 18:20:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8566, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.1085 2021-06-26 21:12:02,185 - mmaction - INFO - Epoch [165][700/1879] lr: 3.099e-03, eta: 18:19:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6598, top5_acc: 0.8488, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.0400 2021-06-26 21:12:46,926 - mmaction - INFO - Epoch [165][720/1879] lr: 3.099e-03, eta: 18:18:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8605, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.8940 2021-06-26 21:13:31,671 - mmaction - INFO - Epoch [165][740/1879] lr: 3.099e-03, eta: 18:17:53, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3744, loss: 1.3744, grad_norm: 5.0045 2021-06-26 21:14:16,429 - mmaction - INFO - Epoch [165][760/1879] lr: 3.099e-03, eta: 18:17:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4045, loss: 1.4045, grad_norm: 5.0110 2021-06-26 21:15:01,349 - mmaction - INFO - Epoch [165][780/1879] lr: 3.099e-03, eta: 18:16:23, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6504, top5_acc: 0.8441, loss_cls: 1.4501, loss: 1.4501, grad_norm: 4.9692 2021-06-26 21:15:46,251 - mmaction - INFO - Epoch [165][800/1879] lr: 3.099e-03, eta: 18:15:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.9046 2021-06-26 21:16:31,199 - mmaction - INFO - Epoch [165][820/1879] lr: 3.099e-03, eta: 18:14:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8543, loss_cls: 1.4052, loss: 1.4052, grad_norm: 4.9701 2021-06-26 21:17:16,043 - mmaction - INFO - Epoch [165][840/1879] lr: 3.099e-03, eta: 18:14:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.9485 2021-06-26 21:18:00,852 - mmaction - INFO - Epoch [165][860/1879] lr: 3.099e-03, eta: 18:13:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8613, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.8866 2021-06-26 21:18:45,666 - mmaction - INFO - Epoch [165][880/1879] lr: 3.099e-03, eta: 18:12:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8617, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.9294 2021-06-26 21:19:30,517 - mmaction - INFO - Epoch [165][900/1879] lr: 3.099e-03, eta: 18:11:54, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8676, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.9377 2021-06-26 21:20:15,198 - mmaction - INFO - Epoch [165][920/1879] lr: 3.099e-03, eta: 18:11:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8520, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.0035 2021-06-26 21:20:59,908 - mmaction - INFO - Epoch [165][940/1879] lr: 3.099e-03, eta: 18:10:24, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8496, loss_cls: 1.4477, loss: 1.4477, grad_norm: 5.0969 2021-06-26 21:21:44,703 - mmaction - INFO - Epoch [165][960/1879] lr: 3.099e-03, eta: 18:09:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8629, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.9425 2021-06-26 21:22:29,456 - mmaction - INFO - Epoch [165][980/1879] lr: 3.099e-03, eta: 18:08:54, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8574, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.8639 2021-06-26 21:23:14,226 - mmaction - INFO - Epoch [165][1000/1879] lr: 3.099e-03, eta: 18:08:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8562, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.9711 2021-06-26 21:23:58,945 - mmaction - INFO - Epoch [165][1020/1879] lr: 3.099e-03, eta: 18:07:24, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8598, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.9694 2021-06-26 21:24:43,718 - mmaction - INFO - Epoch [165][1040/1879] lr: 3.099e-03, eta: 18:06:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6434, top5_acc: 0.8551, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.0820 2021-06-26 21:25:28,529 - mmaction - INFO - Epoch [165][1060/1879] lr: 3.099e-03, eta: 18:05:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6551, top5_acc: 0.8508, loss_cls: 1.3992, loss: 1.3992, grad_norm: 4.9970 2021-06-26 21:26:13,373 - mmaction - INFO - Epoch [165][1080/1879] lr: 3.099e-03, eta: 18:05:09, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6590, top5_acc: 0.8574, loss_cls: 1.4031, loss: 1.4031, grad_norm: 4.9800 2021-06-26 21:26:58,211 - mmaction - INFO - Epoch [165][1100/1879] lr: 3.099e-03, eta: 18:04:24, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8668, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.9992 2021-06-26 21:27:43,046 - mmaction - INFO - Epoch [165][1120/1879] lr: 3.099e-03, eta: 18:03:39, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.0005 2021-06-26 21:28:27,842 - mmaction - INFO - Epoch [165][1140/1879] lr: 3.099e-03, eta: 18:02:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8688, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.8682 2021-06-26 21:29:12,610 - mmaction - INFO - Epoch [165][1160/1879] lr: 3.099e-03, eta: 18:02:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8660, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.9595 2021-06-26 21:29:57,417 - mmaction - INFO - Epoch [165][1180/1879] lr: 3.099e-03, eta: 18:01:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8516, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.0102 2021-06-26 21:30:42,246 - mmaction - INFO - Epoch [165][1200/1879] lr: 3.099e-03, eta: 18:00:40, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8543, loss_cls: 1.3737, loss: 1.3737, grad_norm: 4.8522 2021-06-26 21:31:26,968 - mmaction - INFO - Epoch [165][1220/1879] lr: 3.099e-03, eta: 17:59:55, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3875, loss: 1.3875, grad_norm: 4.9732 2021-06-26 21:32:11,759 - mmaction - INFO - Epoch [165][1240/1879] lr: 3.099e-03, eta: 17:59:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.8933 2021-06-26 21:32:56,638 - mmaction - INFO - Epoch [165][1260/1879] lr: 3.099e-03, eta: 17:58:25, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8707, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.8852 2021-06-26 21:33:41,320 - mmaction - INFO - Epoch [165][1280/1879] lr: 3.099e-03, eta: 17:57:40, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3915, loss: 1.3915, grad_norm: 5.0419 2021-06-26 21:34:26,187 - mmaction - INFO - Epoch [165][1300/1879] lr: 3.099e-03, eta: 17:56:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6570, top5_acc: 0.8676, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.9761 2021-06-26 21:35:10,991 - mmaction - INFO - Epoch [165][1320/1879] lr: 3.099e-03, eta: 17:56:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8578, loss_cls: 1.3904, loss: 1.3904, grad_norm: 5.0729 2021-06-26 21:35:55,746 - mmaction - INFO - Epoch [165][1340/1879] lr: 3.099e-03, eta: 17:55:25, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.4013, loss: 1.4013, grad_norm: 5.0636 2021-06-26 21:36:40,444 - mmaction - INFO - Epoch [165][1360/1879] lr: 3.099e-03, eta: 17:54:40, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8613, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.0113 2021-06-26 21:37:25,192 - mmaction - INFO - Epoch [165][1380/1879] lr: 3.099e-03, eta: 17:53:55, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6395, top5_acc: 0.8410, loss_cls: 1.4772, loss: 1.4772, grad_norm: 5.0723 2021-06-26 21:38:09,940 - mmaction - INFO - Epoch [165][1400/1879] lr: 3.099e-03, eta: 17:53:10, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8609, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.8826 2021-06-26 21:38:54,866 - mmaction - INFO - Epoch [165][1420/1879] lr: 3.099e-03, eta: 17:52:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8543, loss_cls: 1.4039, loss: 1.4039, grad_norm: 4.9386 2021-06-26 21:39:39,706 - mmaction - INFO - Epoch [165][1440/1879] lr: 3.099e-03, eta: 17:51:40, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8582, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.9430 2021-06-26 21:40:24,500 - mmaction - INFO - Epoch [165][1460/1879] lr: 3.099e-03, eta: 17:50:55, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8656, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.9967 2021-06-26 21:41:09,538 - mmaction - INFO - Epoch [165][1480/1879] lr: 3.099e-03, eta: 17:50:10, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8617, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.9653 2021-06-26 21:41:54,391 - mmaction - INFO - Epoch [165][1500/1879] lr: 3.099e-03, eta: 17:49:26, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.8514 2021-06-26 21:42:39,152 - mmaction - INFO - Epoch [165][1520/1879] lr: 3.099e-03, eta: 17:48:41, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8598, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.0309 2021-06-26 21:43:24,088 - mmaction - INFO - Epoch [165][1540/1879] lr: 3.099e-03, eta: 17:47:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8492, loss_cls: 1.4225, loss: 1.4225, grad_norm: 5.0064 2021-06-26 21:44:08,807 - mmaction - INFO - Epoch [165][1560/1879] lr: 3.099e-03, eta: 17:47:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8598, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.8260 2021-06-26 21:44:53,462 - mmaction - INFO - Epoch [165][1580/1879] lr: 3.099e-03, eta: 17:46:26, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8512, loss_cls: 1.3964, loss: 1.3964, grad_norm: 5.0578 2021-06-26 21:45:38,179 - mmaction - INFO - Epoch [165][1600/1879] lr: 3.099e-03, eta: 17:45:41, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6477, top5_acc: 0.8410, loss_cls: 1.4784, loss: 1.4784, grad_norm: 5.1604 2021-06-26 21:46:22,793 - mmaction - INFO - Epoch [165][1620/1879] lr: 3.099e-03, eta: 17:44:56, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8598, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.9630 2021-06-26 21:47:07,622 - mmaction - INFO - Epoch [165][1640/1879] lr: 3.099e-03, eta: 17:44:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8559, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.0659 2021-06-26 21:47:52,499 - mmaction - INFO - Epoch [165][1660/1879] lr: 3.099e-03, eta: 17:43:26, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8539, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.9436 2021-06-26 21:48:37,212 - mmaction - INFO - Epoch [165][1680/1879] lr: 3.099e-03, eta: 17:42:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6758, top5_acc: 0.8613, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.9408 2021-06-26 21:49:21,951 - mmaction - INFO - Epoch [165][1700/1879] lr: 3.099e-03, eta: 17:41:56, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8711, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.0454 2021-06-26 21:50:06,737 - mmaction - INFO - Epoch [165][1720/1879] lr: 3.099e-03, eta: 17:41:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8629, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.9631 2021-06-26 21:50:51,487 - mmaction - INFO - Epoch [165][1740/1879] lr: 3.099e-03, eta: 17:40:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.9860 2021-06-26 21:51:36,200 - mmaction - INFO - Epoch [165][1760/1879] lr: 3.099e-03, eta: 17:39:41, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8633, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.0076 2021-06-26 21:52:20,952 - mmaction - INFO - Epoch [165][1780/1879] lr: 3.099e-03, eta: 17:38:56, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8652, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.9792 2021-06-26 21:53:05,776 - mmaction - INFO - Epoch [165][1800/1879] lr: 3.099e-03, eta: 17:38:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8730, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.9136 2021-06-26 21:53:50,430 - mmaction - INFO - Epoch [165][1820/1879] lr: 3.099e-03, eta: 17:37:26, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8566, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.1398 2021-06-26 21:54:35,228 - mmaction - INFO - Epoch [165][1840/1879] lr: 3.099e-03, eta: 17:36:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8586, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.9627 2021-06-26 21:55:20,054 - mmaction - INFO - Epoch [165][1860/1879] lr: 3.099e-03, eta: 17:35:57, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6562, top5_acc: 0.8434, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.0725 2021-06-26 22:00:53,367 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-26 22:00:54,079 - mmaction - INFO - top1_acc 0.6966 top5_acc 0.8895 2021-06-26 22:00:54,567 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_165.pth. 2021-06-26 22:00:54,567 - mmaction - INFO - Best top1_acc is 0.6966 at 165 epoch. 2021-06-26 22:00:54,598 - mmaction - INFO - Saving checkpoint at 165 epochs 2021-06-26 22:00:55,305 - mmaction - INFO - Epoch(val) [165][310] top1_acc: 0.6966, top5_acc: 0.8895 2021-06-26 22:02:24,856 - mmaction - INFO - Epoch [166][20/1879] lr: 2.726e-03, eta: 17:34:29, time: 4.477, data_time: 2.152, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8723, loss_cls: 1.2800, loss: 1.2800, grad_norm: 4.8353 2021-06-26 22:03:09,969 - mmaction - INFO - Epoch [166][40/1879] lr: 2.726e-03, eta: 17:33:44, time: 2.255, data_time: 0.003, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8578, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.9675 2021-06-26 22:03:54,927 - mmaction - INFO - Epoch [166][60/1879] lr: 2.726e-03, eta: 17:32:59, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8715, loss_cls: 1.2517, loss: 1.2517, grad_norm: 4.8170 2021-06-26 22:04:39,831 - mmaction - INFO - Epoch [166][80/1879] lr: 2.726e-03, eta: 17:32:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8695, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.9554 2021-06-26 22:05:24,696 - mmaction - INFO - Epoch [166][100/1879] lr: 2.726e-03, eta: 17:31:29, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8621, loss_cls: 1.3642, loss: 1.3642, grad_norm: 5.0767 2021-06-26 22:06:09,632 - mmaction - INFO - Epoch [166][120/1879] lr: 2.726e-03, eta: 17:30:44, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8699, loss_cls: 1.3092, loss: 1.3092, grad_norm: 5.0135 2021-06-26 22:06:54,531 - mmaction - INFO - Epoch [166][140/1879] lr: 2.726e-03, eta: 17:30:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.9942 2021-06-26 22:07:39,433 - mmaction - INFO - Epoch [166][160/1879] lr: 2.726e-03, eta: 17:29:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8637, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.9853 2021-06-26 22:08:24,285 - mmaction - INFO - Epoch [166][180/1879] lr: 2.726e-03, eta: 17:28:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3816, loss: 1.3816, grad_norm: 5.2041 2021-06-26 22:09:09,250 - mmaction - INFO - Epoch [166][200/1879] lr: 2.726e-03, eta: 17:27:45, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.9515 2021-06-26 22:09:54,018 - mmaction - INFO - Epoch [166][220/1879] lr: 2.726e-03, eta: 17:27:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8504, loss_cls: 1.3745, loss: 1.3745, grad_norm: 5.0311 2021-06-26 22:10:38,894 - mmaction - INFO - Epoch [166][240/1879] lr: 2.726e-03, eta: 17:26:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8684, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.8631 2021-06-26 22:11:23,719 - mmaction - INFO - Epoch [166][260/1879] lr: 2.726e-03, eta: 17:25:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8520, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.1732 2021-06-26 22:12:08,730 - mmaction - INFO - Epoch [166][280/1879] lr: 2.726e-03, eta: 17:24:45, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.0696 2021-06-26 22:12:53,776 - mmaction - INFO - Epoch [166][300/1879] lr: 2.726e-03, eta: 17:24:00, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8723, loss_cls: 1.2758, loss: 1.2758, grad_norm: 4.8381 2021-06-26 22:13:38,773 - mmaction - INFO - Epoch [166][320/1879] lr: 2.726e-03, eta: 17:23:15, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8637, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.9981 2021-06-26 22:14:23,651 - mmaction - INFO - Epoch [166][340/1879] lr: 2.726e-03, eta: 17:22:30, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8566, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.0402 2021-06-26 22:15:08,510 - mmaction - INFO - Epoch [166][360/1879] lr: 2.726e-03, eta: 17:21:45, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8629, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.9102 2021-06-26 22:15:53,477 - mmaction - INFO - Epoch [166][380/1879] lr: 2.726e-03, eta: 17:21:00, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8609, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.9780 2021-06-26 22:16:38,387 - mmaction - INFO - Epoch [166][400/1879] lr: 2.726e-03, eta: 17:20:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3686, loss: 1.3686, grad_norm: 4.9962 2021-06-26 22:17:23,320 - mmaction - INFO - Epoch [166][420/1879] lr: 2.726e-03, eta: 17:19:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8770, loss_cls: 1.2843, loss: 1.2843, grad_norm: 5.0127 2021-06-26 22:18:08,102 - mmaction - INFO - Epoch [166][440/1879] lr: 2.726e-03, eta: 17:18:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8621, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.1007 2021-06-26 22:18:52,952 - mmaction - INFO - Epoch [166][460/1879] lr: 2.726e-03, eta: 17:18:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8582, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.0091 2021-06-26 22:19:37,702 - mmaction - INFO - Epoch [166][480/1879] lr: 2.726e-03, eta: 17:17:16, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.8902 2021-06-26 22:20:22,546 - mmaction - INFO - Epoch [166][500/1879] lr: 2.726e-03, eta: 17:16:31, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.8810 2021-06-26 22:21:07,394 - mmaction - INFO - Epoch [166][520/1879] lr: 2.726e-03, eta: 17:15:46, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6582, top5_acc: 0.8602, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.1170 2021-06-26 22:21:52,044 - mmaction - INFO - Epoch [166][540/1879] lr: 2.726e-03, eta: 17:15:01, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8551, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.0412 2021-06-26 22:22:36,848 - mmaction - INFO - Epoch [166][560/1879] lr: 2.726e-03, eta: 17:14:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8559, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.9949 2021-06-26 22:23:21,556 - mmaction - INFO - Epoch [166][580/1879] lr: 2.726e-03, eta: 17:13:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8512, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.0154 2021-06-26 22:24:06,447 - mmaction - INFO - Epoch [166][600/1879] lr: 2.726e-03, eta: 17:12:46, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6637, top5_acc: 0.8523, loss_cls: 1.3912, loss: 1.3912, grad_norm: 5.1171 2021-06-26 22:24:51,394 - mmaction - INFO - Epoch [166][620/1879] lr: 2.726e-03, eta: 17:12:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8637, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.0470 2021-06-26 22:25:36,257 - mmaction - INFO - Epoch [166][640/1879] lr: 2.726e-03, eta: 17:11:16, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8641, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.0862 2021-06-26 22:26:20,992 - mmaction - INFO - Epoch [166][660/1879] lr: 2.726e-03, eta: 17:10:31, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8637, loss_cls: 1.3609, loss: 1.3609, grad_norm: 5.0045 2021-06-26 22:27:05,649 - mmaction - INFO - Epoch [166][680/1879] lr: 2.726e-03, eta: 17:09:46, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8594, loss_cls: 1.3710, loss: 1.3710, grad_norm: 5.0612 2021-06-26 22:27:50,392 - mmaction - INFO - Epoch [166][700/1879] lr: 2.726e-03, eta: 17:09:01, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.8875 2021-06-26 22:28:35,236 - mmaction - INFO - Epoch [166][720/1879] lr: 2.726e-03, eta: 17:08:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.9769 2021-06-26 22:29:19,962 - mmaction - INFO - Epoch [166][740/1879] lr: 2.726e-03, eta: 17:07:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8590, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.9953 2021-06-26 22:30:04,697 - mmaction - INFO - Epoch [166][760/1879] lr: 2.726e-03, eta: 17:06:47, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8664, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.9391 2021-06-26 22:30:49,582 - mmaction - INFO - Epoch [166][780/1879] lr: 2.726e-03, eta: 17:06:02, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8602, loss_cls: 1.3321, loss: 1.3321, grad_norm: 4.8738 2021-06-26 22:31:34,485 - mmaction - INFO - Epoch [166][800/1879] lr: 2.726e-03, eta: 17:05:17, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.8801 2021-06-26 22:32:19,302 - mmaction - INFO - Epoch [166][820/1879] lr: 2.726e-03, eta: 17:04:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.2245 2021-06-26 22:33:04,076 - mmaction - INFO - Epoch [166][840/1879] lr: 2.726e-03, eta: 17:03:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8645, loss_cls: 1.3245, loss: 1.3245, grad_norm: 5.0448 2021-06-26 22:33:48,828 - mmaction - INFO - Epoch [166][860/1879] lr: 2.726e-03, eta: 17:03:02, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8660, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.0867 2021-06-26 22:34:33,727 - mmaction - INFO - Epoch [166][880/1879] lr: 2.726e-03, eta: 17:02:17, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8590, loss_cls: 1.3418, loss: 1.3418, grad_norm: 5.0512 2021-06-26 22:35:18,581 - mmaction - INFO - Epoch [166][900/1879] lr: 2.726e-03, eta: 17:01:32, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6594, top5_acc: 0.8629, loss_cls: 1.3659, loss: 1.3659, grad_norm: 5.3436 2021-06-26 22:36:03,446 - mmaction - INFO - Epoch [166][920/1879] lr: 2.726e-03, eta: 17:00:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8578, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.0172 2021-06-26 22:36:48,273 - mmaction - INFO - Epoch [166][940/1879] lr: 2.726e-03, eta: 17:00:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.0297 2021-06-26 22:37:33,059 - mmaction - INFO - Epoch [166][960/1879] lr: 2.726e-03, eta: 16:59:17, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6629, top5_acc: 0.8500, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.1542 2021-06-26 22:38:17,983 - mmaction - INFO - Epoch [166][980/1879] lr: 2.726e-03, eta: 16:58:32, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8762, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.8915 2021-06-26 22:39:02,855 - mmaction - INFO - Epoch [166][1000/1879] lr: 2.726e-03, eta: 16:57:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.9464 2021-06-26 22:39:47,725 - mmaction - INFO - Epoch [166][1020/1879] lr: 2.726e-03, eta: 16:57:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3438, loss: 1.3438, grad_norm: 5.0293 2021-06-26 22:40:32,604 - mmaction - INFO - Epoch [166][1040/1879] lr: 2.726e-03, eta: 16:56:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8555, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.9407 2021-06-26 22:41:17,463 - mmaction - INFO - Epoch [166][1060/1879] lr: 2.726e-03, eta: 16:55:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.0593 2021-06-26 22:42:02,340 - mmaction - INFO - Epoch [166][1080/1879] lr: 2.726e-03, eta: 16:54:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3843, loss: 1.3843, grad_norm: 5.2028 2021-06-26 22:42:47,194 - mmaction - INFO - Epoch [166][1100/1879] lr: 2.726e-03, eta: 16:54:03, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8629, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.9930 2021-06-26 22:43:32,076 - mmaction - INFO - Epoch [166][1120/1879] lr: 2.726e-03, eta: 16:53:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.1569 2021-06-26 22:44:16,920 - mmaction - INFO - Epoch [166][1140/1879] lr: 2.726e-03, eta: 16:52:33, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8477, loss_cls: 1.3662, loss: 1.3662, grad_norm: 4.9737 2021-06-26 22:45:01,938 - mmaction - INFO - Epoch [166][1160/1879] lr: 2.726e-03, eta: 16:51:48, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.6691, top5_acc: 0.8570, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.1177 2021-06-26 22:45:46,760 - mmaction - INFO - Epoch [166][1180/1879] lr: 2.726e-03, eta: 16:51:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8590, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.8783 2021-06-26 22:46:31,699 - mmaction - INFO - Epoch [166][1200/1879] lr: 2.726e-03, eta: 16:50:18, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6520, top5_acc: 0.8566, loss_cls: 1.4125, loss: 1.4125, grad_norm: 5.1076 2021-06-26 22:47:16,454 - mmaction - INFO - Epoch [166][1220/1879] lr: 2.726e-03, eta: 16:49:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3749, loss: 1.3749, grad_norm: 4.9649 2021-06-26 22:48:01,214 - mmaction - INFO - Epoch [166][1240/1879] lr: 2.726e-03, eta: 16:48:48, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8668, loss_cls: 1.3031, loss: 1.3031, grad_norm: 4.9581 2021-06-26 22:48:45,939 - mmaction - INFO - Epoch [166][1260/1879] lr: 2.726e-03, eta: 16:48:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8570, loss_cls: 1.3567, loss: 1.3567, grad_norm: 5.1247 2021-06-26 22:49:30,765 - mmaction - INFO - Epoch [166][1280/1879] lr: 2.726e-03, eta: 16:47:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6605, top5_acc: 0.8496, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.0967 2021-06-26 22:50:15,651 - mmaction - INFO - Epoch [166][1300/1879] lr: 2.726e-03, eta: 16:46:33, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8551, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.0613 2021-06-26 22:51:00,486 - mmaction - INFO - Epoch [166][1320/1879] lr: 2.726e-03, eta: 16:45:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.9694 2021-06-26 22:51:45,182 - mmaction - INFO - Epoch [166][1340/1879] lr: 2.726e-03, eta: 16:45:03, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8516, loss_cls: 1.4155, loss: 1.4155, grad_norm: 5.0569 2021-06-26 22:52:30,085 - mmaction - INFO - Epoch [166][1360/1879] lr: 2.726e-03, eta: 16:44:19, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8668, loss_cls: 1.3207, loss: 1.3207, grad_norm: 5.1223 2021-06-26 22:53:14,982 - mmaction - INFO - Epoch [166][1380/1879] lr: 2.726e-03, eta: 16:43:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8754, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.9915 2021-06-26 22:53:59,799 - mmaction - INFO - Epoch [166][1400/1879] lr: 2.726e-03, eta: 16:42:49, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8664, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.9308 2021-06-26 22:54:44,629 - mmaction - INFO - Epoch [166][1420/1879] lr: 2.726e-03, eta: 16:42:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3363, loss: 1.3363, grad_norm: 5.1380 2021-06-26 22:55:29,466 - mmaction - INFO - Epoch [166][1440/1879] lr: 2.726e-03, eta: 16:41:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6641, top5_acc: 0.8512, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.2050 2021-06-26 22:56:14,275 - mmaction - INFO - Epoch [166][1460/1879] lr: 2.726e-03, eta: 16:40:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.0409 2021-06-26 22:56:59,128 - mmaction - INFO - Epoch [166][1480/1879] lr: 2.726e-03, eta: 16:39:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8715, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.0372 2021-06-26 22:57:44,014 - mmaction - INFO - Epoch [166][1500/1879] lr: 2.726e-03, eta: 16:39:04, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8645, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.0215 2021-06-26 22:58:28,813 - mmaction - INFO - Epoch [166][1520/1879] lr: 2.726e-03, eta: 16:38:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8672, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.0298 2021-06-26 22:59:13,770 - mmaction - INFO - Epoch [166][1540/1879] lr: 2.726e-03, eta: 16:37:34, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8641, loss_cls: 1.3153, loss: 1.3153, grad_norm: 4.9574 2021-06-26 22:59:58,601 - mmaction - INFO - Epoch [166][1560/1879] lr: 2.726e-03, eta: 16:36:49, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8691, loss_cls: 1.3279, loss: 1.3279, grad_norm: 5.0137 2021-06-26 23:00:43,365 - mmaction - INFO - Epoch [166][1580/1879] lr: 2.726e-03, eta: 16:36:04, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8699, loss_cls: 1.3262, loss: 1.3262, grad_norm: 5.1510 2021-06-26 23:01:28,334 - mmaction - INFO - Epoch [166][1600/1879] lr: 2.726e-03, eta: 16:35:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.2572 2021-06-26 23:02:13,300 - mmaction - INFO - Epoch [166][1620/1879] lr: 2.726e-03, eta: 16:34:34, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8613, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.9878 2021-06-26 23:02:58,218 - mmaction - INFO - Epoch [166][1640/1879] lr: 2.726e-03, eta: 16:33:49, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6648, top5_acc: 0.8605, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.1104 2021-06-26 23:03:43,106 - mmaction - INFO - Epoch [166][1660/1879] lr: 2.726e-03, eta: 16:33:05, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8605, loss_cls: 1.3555, loss: 1.3555, grad_norm: 5.0436 2021-06-26 23:04:27,882 - mmaction - INFO - Epoch [166][1680/1879] lr: 2.726e-03, eta: 16:32:20, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8699, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.9308 2021-06-26 23:05:12,626 - mmaction - INFO - Epoch [166][1700/1879] lr: 2.726e-03, eta: 16:31:35, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.0460 2021-06-26 23:05:57,465 - mmaction - INFO - Epoch [166][1720/1879] lr: 2.726e-03, eta: 16:30:50, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6543, top5_acc: 0.8531, loss_cls: 1.4177, loss: 1.4177, grad_norm: 5.1075 2021-06-26 23:06:42,273 - mmaction - INFO - Epoch [166][1740/1879] lr: 2.726e-03, eta: 16:30:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8719, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.8703 2021-06-26 23:07:27,238 - mmaction - INFO - Epoch [166][1760/1879] lr: 2.726e-03, eta: 16:29:20, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8578, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.1192 2021-06-26 23:08:12,039 - mmaction - INFO - Epoch [166][1780/1879] lr: 2.726e-03, eta: 16:28:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8621, loss_cls: 1.3609, loss: 1.3609, grad_norm: 4.9697 2021-06-26 23:08:56,933 - mmaction - INFO - Epoch [166][1800/1879] lr: 2.726e-03, eta: 16:27:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8688, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.0161 2021-06-26 23:09:41,673 - mmaction - INFO - Epoch [166][1820/1879] lr: 2.726e-03, eta: 16:27:05, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8629, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.9794 2021-06-26 23:10:26,499 - mmaction - INFO - Epoch [166][1840/1879] lr: 2.726e-03, eta: 16:26:20, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8574, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.0614 2021-06-26 23:11:11,389 - mmaction - INFO - Epoch [166][1860/1879] lr: 2.726e-03, eta: 16:25:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.9602 2021-06-26 23:16:14,005 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-26 23:16:14,737 - mmaction - INFO - top1_acc 0.6990 top5_acc 0.8893 2021-06-26 23:16:15,007 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_166.pth. 2021-06-26 23:16:15,007 - mmaction - INFO - Best top1_acc is 0.6990 at 166 epoch. 2021-06-26 23:16:15,015 - mmaction - INFO - Saving checkpoint at 166 epochs 2021-06-26 23:16:15,871 - mmaction - INFO - Epoch(val) [166][310] top1_acc: 0.6990, top5_acc: 0.8893 2021-06-26 23:17:45,892 - mmaction - INFO - Epoch [167][20/1879] lr: 2.376e-03, eta: 16:24:08, time: 4.501, data_time: 2.177, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.0035 2021-06-26 23:18:30,851 - mmaction - INFO - Epoch [167][40/1879] lr: 2.376e-03, eta: 16:23:23, time: 2.248, data_time: 0.004, memory: 7544, top1_acc: 0.6723, top5_acc: 0.8684, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.9204 2021-06-26 23:19:15,740 - mmaction - INFO - Epoch [167][60/1879] lr: 2.376e-03, eta: 16:22:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.0254 2021-06-26 23:20:00,698 - mmaction - INFO - Epoch [167][80/1879] lr: 2.376e-03, eta: 16:21:53, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8727, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.9579 2021-06-26 23:20:45,752 - mmaction - INFO - Epoch [167][100/1879] lr: 2.376e-03, eta: 16:21:08, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2565, loss: 1.2565, grad_norm: 4.9706 2021-06-26 23:21:30,766 - mmaction - INFO - Epoch [167][120/1879] lr: 2.376e-03, eta: 16:20:23, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8668, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.0331 2021-06-26 23:22:15,738 - mmaction - INFO - Epoch [167][140/1879] lr: 2.376e-03, eta: 16:19:38, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8695, loss_cls: 1.2792, loss: 1.2792, grad_norm: 4.9108 2021-06-26 23:23:00,669 - mmaction - INFO - Epoch [167][160/1879] lr: 2.376e-03, eta: 16:18:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8723, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.0086 2021-06-26 23:23:45,614 - mmaction - INFO - Epoch [167][180/1879] lr: 2.376e-03, eta: 16:18:08, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8598, loss_cls: 1.3266, loss: 1.3266, grad_norm: 5.0025 2021-06-26 23:24:30,550 - mmaction - INFO - Epoch [167][200/1879] lr: 2.376e-03, eta: 16:17:23, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8707, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.9504 2021-06-26 23:25:15,493 - mmaction - INFO - Epoch [167][220/1879] lr: 2.376e-03, eta: 16:16:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8680, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.8630 2021-06-26 23:26:00,447 - mmaction - INFO - Epoch [167][240/1879] lr: 2.376e-03, eta: 16:15:54, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8633, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.0496 2021-06-26 23:26:45,221 - mmaction - INFO - Epoch [167][260/1879] lr: 2.376e-03, eta: 16:15:09, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8715, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.1070 2021-06-26 23:27:30,082 - mmaction - INFO - Epoch [167][280/1879] lr: 2.376e-03, eta: 16:14:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8551, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.0820 2021-06-26 23:28:14,842 - mmaction - INFO - Epoch [167][300/1879] lr: 2.376e-03, eta: 16:13:39, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8738, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.9761 2021-06-26 23:28:59,814 - mmaction - INFO - Epoch [167][320/1879] lr: 2.376e-03, eta: 16:12:54, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.9846 2021-06-26 23:29:44,668 - mmaction - INFO - Epoch [167][340/1879] lr: 2.376e-03, eta: 16:12:09, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8754, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.0399 2021-06-26 23:30:29,550 - mmaction - INFO - Epoch [167][360/1879] lr: 2.376e-03, eta: 16:11:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.9761 2021-06-26 23:31:14,441 - mmaction - INFO - Epoch [167][380/1879] lr: 2.376e-03, eta: 16:10:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8723, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.0653 2021-06-26 23:31:59,296 - mmaction - INFO - Epoch [167][400/1879] lr: 2.376e-03, eta: 16:09:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8645, loss_cls: 1.3121, loss: 1.3121, grad_norm: 5.1065 2021-06-26 23:32:44,024 - mmaction - INFO - Epoch [167][420/1879] lr: 2.376e-03, eta: 16:09:09, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8562, loss_cls: 1.3389, loss: 1.3389, grad_norm: 5.0570 2021-06-26 23:33:28,876 - mmaction - INFO - Epoch [167][440/1879] lr: 2.376e-03, eta: 16:08:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8629, loss_cls: 1.3252, loss: 1.3252, grad_norm: 5.1240 2021-06-26 23:34:13,779 - mmaction - INFO - Epoch [167][460/1879] lr: 2.376e-03, eta: 16:07:39, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.1960 2021-06-26 23:34:58,622 - mmaction - INFO - Epoch [167][480/1879] lr: 2.376e-03, eta: 16:06:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8641, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.1222 2021-06-26 23:35:43,577 - mmaction - INFO - Epoch [167][500/1879] lr: 2.376e-03, eta: 16:06:09, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8637, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.0856 2021-06-26 23:36:28,358 - mmaction - INFO - Epoch [167][520/1879] lr: 2.376e-03, eta: 16:05:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8621, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.0363 2021-06-26 23:37:13,221 - mmaction - INFO - Epoch [167][540/1879] lr: 2.376e-03, eta: 16:04:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8590, loss_cls: 1.3342, loss: 1.3342, grad_norm: 5.0226 2021-06-26 23:37:57,993 - mmaction - INFO - Epoch [167][560/1879] lr: 2.376e-03, eta: 16:03:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8746, loss_cls: 1.3233, loss: 1.3233, grad_norm: 5.0433 2021-06-26 23:38:42,686 - mmaction - INFO - Epoch [167][580/1879] lr: 2.376e-03, eta: 16:03:10, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6758, top5_acc: 0.8582, loss_cls: 1.3562, loss: 1.3562, grad_norm: 5.1966 2021-06-26 23:39:27,492 - mmaction - INFO - Epoch [167][600/1879] lr: 2.376e-03, eta: 16:02:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6566, top5_acc: 0.8652, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.1658 2021-06-26 23:40:12,353 - mmaction - INFO - Epoch [167][620/1879] lr: 2.376e-03, eta: 16:01:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8699, loss_cls: 1.2982, loss: 1.2982, grad_norm: 5.0003 2021-06-26 23:40:57,189 - mmaction - INFO - Epoch [167][640/1879] lr: 2.376e-03, eta: 16:00:55, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8652, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.0628 2021-06-26 23:41:42,053 - mmaction - INFO - Epoch [167][660/1879] lr: 2.376e-03, eta: 16:00:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.1582 2021-06-26 23:42:26,879 - mmaction - INFO - Epoch [167][680/1879] lr: 2.376e-03, eta: 15:59:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8688, loss_cls: 1.2631, loss: 1.2631, grad_norm: 4.9995 2021-06-26 23:43:11,742 - mmaction - INFO - Epoch [167][700/1879] lr: 2.376e-03, eta: 15:58:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.1205 2021-06-26 23:43:56,440 - mmaction - INFO - Epoch [167][720/1879] lr: 2.376e-03, eta: 15:57:55, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8527, loss_cls: 1.3411, loss: 1.3411, grad_norm: 5.0767 2021-06-26 23:44:41,178 - mmaction - INFO - Epoch [167][740/1879] lr: 2.376e-03, eta: 15:57:10, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.0430 2021-06-26 23:45:26,023 - mmaction - INFO - Epoch [167][760/1879] lr: 2.376e-03, eta: 15:56:25, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3456, loss: 1.3456, grad_norm: 5.0665 2021-06-26 23:46:10,787 - mmaction - INFO - Epoch [167][780/1879] lr: 2.376e-03, eta: 15:55:40, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8621, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.0341 2021-06-26 23:46:55,567 - mmaction - INFO - Epoch [167][800/1879] lr: 2.376e-03, eta: 15:54:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2787, loss: 1.2787, grad_norm: 5.0988 2021-06-26 23:47:40,528 - mmaction - INFO - Epoch [167][820/1879] lr: 2.376e-03, eta: 15:54:10, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.1572 2021-06-26 23:48:25,287 - mmaction - INFO - Epoch [167][840/1879] lr: 2.376e-03, eta: 15:53:26, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8590, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.0535 2021-06-26 23:49:10,131 - mmaction - INFO - Epoch [167][860/1879] lr: 2.376e-03, eta: 15:52:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.8904 2021-06-26 23:49:54,943 - mmaction - INFO - Epoch [167][880/1879] lr: 2.376e-03, eta: 15:51:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620, grad_norm: 5.1781 2021-06-26 23:50:39,718 - mmaction - INFO - Epoch [167][900/1879] lr: 2.376e-03, eta: 15:51:11, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8684, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.9296 2021-06-26 23:51:24,445 - mmaction - INFO - Epoch [167][920/1879] lr: 2.376e-03, eta: 15:50:26, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8734, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.1257 2021-06-26 23:52:09,269 - mmaction - INFO - Epoch [167][940/1879] lr: 2.376e-03, eta: 15:49:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.1606 2021-06-26 23:52:54,131 - mmaction - INFO - Epoch [167][960/1879] lr: 2.376e-03, eta: 15:48:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8605, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.1246 2021-06-26 23:53:38,847 - mmaction - INFO - Epoch [167][980/1879] lr: 2.376e-03, eta: 15:48:11, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8668, loss_cls: 1.2654, loss: 1.2654, grad_norm: 4.9646 2021-06-26 23:54:23,642 - mmaction - INFO - Epoch [167][1000/1879] lr: 2.376e-03, eta: 15:47:26, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.9978 2021-06-26 23:55:08,318 - mmaction - INFO - Epoch [167][1020/1879] lr: 2.376e-03, eta: 15:46:41, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8613, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.2391 2021-06-26 23:55:53,154 - mmaction - INFO - Epoch [167][1040/1879] lr: 2.376e-03, eta: 15:45:56, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6621, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.1326 2021-06-26 23:56:37,997 - mmaction - INFO - Epoch [167][1060/1879] lr: 2.376e-03, eta: 15:45:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8789, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.0471 2021-06-26 23:57:22,748 - mmaction - INFO - Epoch [167][1080/1879] lr: 2.376e-03, eta: 15:44:26, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8785, loss_cls: 1.2539, loss: 1.2539, grad_norm: 5.0379 2021-06-26 23:58:07,498 - mmaction - INFO - Epoch [167][1100/1879] lr: 2.376e-03, eta: 15:43:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2969, loss: 1.2969, grad_norm: 4.9933 2021-06-26 23:58:52,306 - mmaction - INFO - Epoch [167][1120/1879] lr: 2.376e-03, eta: 15:42:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3445, loss: 1.3445, grad_norm: 5.1248 2021-06-26 23:59:37,159 - mmaction - INFO - Epoch [167][1140/1879] lr: 2.376e-03, eta: 15:42:11, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8621, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.2364 2021-06-27 00:00:22,047 - mmaction - INFO - Epoch [167][1160/1879] lr: 2.376e-03, eta: 15:41:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8637, loss_cls: 1.3303, loss: 1.3303, grad_norm: 5.0254 2021-06-27 00:01:12,999 - mmaction - INFO - Epoch [167][1180/1879] lr: 2.376e-03, eta: 15:40:42, time: 2.535, data_time: 0.004, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8605, loss_cls: 1.3439, loss: 1.3439, grad_norm: 5.0692 2021-06-27 00:01:57,644 - mmaction - INFO - Epoch [167][1200/1879] lr: 2.376e-03, eta: 15:39:57, time: 2.247, data_time: 0.020, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8676, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.0885 2021-06-27 00:02:42,332 - mmaction - INFO - Epoch [167][1220/1879] lr: 2.376e-03, eta: 15:39:12, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8668, loss_cls: 1.3320, loss: 1.3320, grad_norm: 5.0519 2021-06-27 00:03:27,142 - mmaction - INFO - Epoch [167][1240/1879] lr: 2.376e-03, eta: 15:38:27, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8613, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.1306 2021-06-27 00:04:12,013 - mmaction - INFO - Epoch [167][1260/1879] lr: 2.376e-03, eta: 15:37:42, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6660, top5_acc: 0.8641, loss_cls: 1.3622, loss: 1.3622, grad_norm: 5.2237 2021-06-27 00:04:56,759 - mmaction - INFO - Epoch [167][1280/1879] lr: 2.376e-03, eta: 15:36:57, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8688, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.0829 2021-06-27 00:05:41,551 - mmaction - INFO - Epoch [167][1300/1879] lr: 2.376e-03, eta: 15:36:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.9499 2021-06-27 00:06:26,266 - mmaction - INFO - Epoch [167][1320/1879] lr: 2.376e-03, eta: 15:35:27, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6711, top5_acc: 0.8707, loss_cls: 1.3115, loss: 1.3115, grad_norm: 5.1211 2021-06-27 00:07:11,133 - mmaction - INFO - Epoch [167][1340/1879] lr: 2.376e-03, eta: 15:34:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.0225 2021-06-27 00:07:55,883 - mmaction - INFO - Epoch [167][1360/1879] lr: 2.376e-03, eta: 15:33:58, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8555, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.2265 2021-06-27 00:08:40,679 - mmaction - INFO - Epoch [167][1380/1879] lr: 2.376e-03, eta: 15:33:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.1768 2021-06-27 00:09:25,505 - mmaction - INFO - Epoch [167][1400/1879] lr: 2.376e-03, eta: 15:32:28, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8645, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.1123 2021-06-27 00:10:10,313 - mmaction - INFO - Epoch [167][1420/1879] lr: 2.376e-03, eta: 15:31:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8730, loss_cls: 1.2693, loss: 1.2693, grad_norm: 4.9616 2021-06-27 00:10:55,128 - mmaction - INFO - Epoch [167][1440/1879] lr: 2.376e-03, eta: 15:30:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8668, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.0011 2021-06-27 00:11:40,014 - mmaction - INFO - Epoch [167][1460/1879] lr: 2.376e-03, eta: 15:30:13, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.0739 2021-06-27 00:12:24,727 - mmaction - INFO - Epoch [167][1480/1879] lr: 2.376e-03, eta: 15:29:28, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.0422 2021-06-27 00:13:09,508 - mmaction - INFO - Epoch [167][1500/1879] lr: 2.376e-03, eta: 15:28:43, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.0501 2021-06-27 00:13:54,183 - mmaction - INFO - Epoch [167][1520/1879] lr: 2.376e-03, eta: 15:27:58, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.9480 2021-06-27 00:14:39,045 - mmaction - INFO - Epoch [167][1540/1879] lr: 2.376e-03, eta: 15:27:13, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8625, loss_cls: 1.3343, loss: 1.3343, grad_norm: 5.1147 2021-06-27 00:15:23,989 - mmaction - INFO - Epoch [167][1560/1879] lr: 2.376e-03, eta: 15:26:28, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8676, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.0526 2021-06-27 00:16:08,752 - mmaction - INFO - Epoch [167][1580/1879] lr: 2.376e-03, eta: 15:25:43, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6723, top5_acc: 0.8625, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1398 2021-06-27 00:16:53,634 - mmaction - INFO - Epoch [167][1600/1879] lr: 2.376e-03, eta: 15:24:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8656, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.1927 2021-06-27 00:17:38,422 - mmaction - INFO - Epoch [167][1620/1879] lr: 2.376e-03, eta: 15:24:13, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3691, loss: 1.3691, grad_norm: 5.2067 2021-06-27 00:18:23,093 - mmaction - INFO - Epoch [167][1640/1879] lr: 2.376e-03, eta: 15:23:28, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8629, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.1154 2021-06-27 00:19:07,860 - mmaction - INFO - Epoch [167][1660/1879] lr: 2.376e-03, eta: 15:22:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8684, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.0837 2021-06-27 00:19:52,800 - mmaction - INFO - Epoch [167][1680/1879] lr: 2.376e-03, eta: 15:21:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8547, loss_cls: 1.3811, loss: 1.3811, grad_norm: 5.2488 2021-06-27 00:20:37,658 - mmaction - INFO - Epoch [167][1700/1879] lr: 2.376e-03, eta: 15:21:14, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6652, top5_acc: 0.8625, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.2663 2021-06-27 00:21:22,500 - mmaction - INFO - Epoch [167][1720/1879] lr: 2.376e-03, eta: 15:20:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8602, loss_cls: 1.3388, loss: 1.3388, grad_norm: 5.0896 2021-06-27 00:22:07,315 - mmaction - INFO - Epoch [167][1740/1879] lr: 2.376e-03, eta: 15:19:44, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8578, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.1928 2021-06-27 00:22:51,990 - mmaction - INFO - Epoch [167][1760/1879] lr: 2.376e-03, eta: 15:18:59, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6656, top5_acc: 0.8629, loss_cls: 1.3810, loss: 1.3810, grad_norm: 5.2338 2021-06-27 00:23:36,711 - mmaction - INFO - Epoch [167][1780/1879] lr: 2.376e-03, eta: 15:18:14, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8621, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.0006 2021-06-27 00:24:21,515 - mmaction - INFO - Epoch [167][1800/1879] lr: 2.376e-03, eta: 15:17:29, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8648, loss_cls: 1.3347, loss: 1.3347, grad_norm: 5.0873 2021-06-27 00:25:06,400 - mmaction - INFO - Epoch [167][1820/1879] lr: 2.376e-03, eta: 15:16:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8648, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.9562 2021-06-27 00:25:51,052 - mmaction - INFO - Epoch [167][1840/1879] lr: 2.376e-03, eta: 15:15:59, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.9781 2021-06-27 00:26:35,923 - mmaction - INFO - Epoch [167][1860/1879] lr: 2.376e-03, eta: 15:15:14, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8672, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.0022 2021-06-27 00:32:36,359 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 00:32:37,058 - mmaction - INFO - top1_acc 0.6978 top5_acc 0.8894 2021-06-27 00:32:37,074 - mmaction - INFO - Saving checkpoint at 167 epochs 2021-06-27 00:32:37,446 - mmaction - INFO - Epoch(val) [167][310] top1_acc: 0.6978, top5_acc: 0.8894 2021-06-27 00:34:08,129 - mmaction - INFO - Epoch [168][20/1879] lr: 2.050e-03, eta: 15:13:47, time: 4.534, data_time: 2.279, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8734, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.9772 2021-06-27 00:34:52,993 - mmaction - INFO - Epoch [168][40/1879] lr: 2.050e-03, eta: 15:13:02, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2501, loss: 1.2501, grad_norm: 4.9879 2021-06-27 00:35:37,880 - mmaction - INFO - Epoch [168][60/1879] lr: 2.050e-03, eta: 15:12:17, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8699, loss_cls: 1.2501, loss: 1.2501, grad_norm: 4.8710 2021-06-27 00:36:22,921 - mmaction - INFO - Epoch [168][80/1879] lr: 2.050e-03, eta: 15:11:32, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8562, loss_cls: 1.3697, loss: 1.3697, grad_norm: 5.1633 2021-06-27 00:37:07,902 - mmaction - INFO - Epoch [168][100/1879] lr: 2.050e-03, eta: 15:10:47, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8680, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.0822 2021-06-27 00:37:52,845 - mmaction - INFO - Epoch [168][120/1879] lr: 2.050e-03, eta: 15:10:02, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8621, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.1832 2021-06-27 00:38:37,685 - mmaction - INFO - Epoch [168][140/1879] lr: 2.050e-03, eta: 15:09:17, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.0114 2021-06-27 00:39:22,567 - mmaction - INFO - Epoch [168][160/1879] lr: 2.050e-03, eta: 15:08:32, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2328, loss: 1.2328, grad_norm: 4.8938 2021-06-27 00:40:07,534 - mmaction - INFO - Epoch [168][180/1879] lr: 2.050e-03, eta: 15:07:47, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8707, loss_cls: 1.2714, loss: 1.2714, grad_norm: 5.0068 2021-06-27 00:40:52,321 - mmaction - INFO - Epoch [168][200/1879] lr: 2.050e-03, eta: 15:07:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8668, loss_cls: 1.2644, loss: 1.2644, grad_norm: 4.9794 2021-06-27 00:41:37,122 - mmaction - INFO - Epoch [168][220/1879] lr: 2.050e-03, eta: 15:06:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.9953 2021-06-27 00:42:22,091 - mmaction - INFO - Epoch [168][240/1879] lr: 2.050e-03, eta: 15:05:33, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.0652 2021-06-27 00:43:07,039 - mmaction - INFO - Epoch [168][260/1879] lr: 2.050e-03, eta: 15:04:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.9497 2021-06-27 00:43:51,947 - mmaction - INFO - Epoch [168][280/1879] lr: 2.050e-03, eta: 15:04:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8660, loss_cls: 1.3175, loss: 1.3175, grad_norm: 5.1309 2021-06-27 00:44:36,788 - mmaction - INFO - Epoch [168][300/1879] lr: 2.050e-03, eta: 15:03:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8770, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.0240 2021-06-27 00:45:21,529 - mmaction - INFO - Epoch [168][320/1879] lr: 2.050e-03, eta: 15:02:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.0000 2021-06-27 00:46:06,265 - mmaction - INFO - Epoch [168][340/1879] lr: 2.050e-03, eta: 15:01:48, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8621, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.1589 2021-06-27 00:46:51,079 - mmaction - INFO - Epoch [168][360/1879] lr: 2.050e-03, eta: 15:01:03, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8746, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.1544 2021-06-27 00:47:35,902 - mmaction - INFO - Epoch [168][380/1879] lr: 2.050e-03, eta: 15:00:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2316, loss: 1.2316, grad_norm: 4.8387 2021-06-27 00:48:20,608 - mmaction - INFO - Epoch [168][400/1879] lr: 2.050e-03, eta: 14:59:33, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6676, top5_acc: 0.8469, loss_cls: 1.4110, loss: 1.4110, grad_norm: 5.2251 2021-06-27 00:49:05,461 - mmaction - INFO - Epoch [168][420/1879] lr: 2.050e-03, eta: 14:58:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.2227 2021-06-27 00:49:50,206 - mmaction - INFO - Epoch [168][440/1879] lr: 2.050e-03, eta: 14:58:03, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.0771 2021-06-27 00:50:34,941 - mmaction - INFO - Epoch [168][460/1879] lr: 2.050e-03, eta: 14:57:18, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8598, loss_cls: 1.3244, loss: 1.3244, grad_norm: 5.0415 2021-06-27 00:51:19,832 - mmaction - INFO - Epoch [168][480/1879] lr: 2.050e-03, eta: 14:56:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8582, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.1127 2021-06-27 00:52:04,602 - mmaction - INFO - Epoch [168][500/1879] lr: 2.050e-03, eta: 14:55:48, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8793, loss_cls: 1.2546, loss: 1.2546, grad_norm: 4.9596 2021-06-27 00:52:49,609 - mmaction - INFO - Epoch [168][520/1879] lr: 2.050e-03, eta: 14:55:03, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8613, loss_cls: 1.3157, loss: 1.3157, grad_norm: 5.1318 2021-06-27 00:53:34,412 - mmaction - INFO - Epoch [168][540/1879] lr: 2.050e-03, eta: 14:54:19, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8727, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.1098 2021-06-27 00:54:19,007 - mmaction - INFO - Epoch [168][560/1879] lr: 2.050e-03, eta: 14:53:34, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8605, loss_cls: 1.3415, loss: 1.3415, grad_norm: 5.0737 2021-06-27 00:55:03,735 - mmaction - INFO - Epoch [168][580/1879] lr: 2.050e-03, eta: 14:52:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8652, loss_cls: 1.3537, loss: 1.3537, grad_norm: 5.1811 2021-06-27 00:55:48,519 - mmaction - INFO - Epoch [168][600/1879] lr: 2.050e-03, eta: 14:52:04, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8609, loss_cls: 1.2963, loss: 1.2963, grad_norm: 5.0123 2021-06-27 00:56:33,454 - mmaction - INFO - Epoch [168][620/1879] lr: 2.050e-03, eta: 14:51:19, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8699, loss_cls: 1.3137, loss: 1.3137, grad_norm: 5.1530 2021-06-27 00:57:18,469 - mmaction - INFO - Epoch [168][640/1879] lr: 2.050e-03, eta: 14:50:34, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8738, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.9785 2021-06-27 00:58:03,299 - mmaction - INFO - Epoch [168][660/1879] lr: 2.050e-03, eta: 14:49:49, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8723, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.0727 2021-06-27 00:58:48,170 - mmaction - INFO - Epoch [168][680/1879] lr: 2.050e-03, eta: 14:49:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8633, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.2165 2021-06-27 00:59:33,067 - mmaction - INFO - Epoch [168][700/1879] lr: 2.050e-03, eta: 14:48:19, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.0666 2021-06-27 01:00:17,815 - mmaction - INFO - Epoch [168][720/1879] lr: 2.050e-03, eta: 14:47:34, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.1547 2021-06-27 01:01:02,596 - mmaction - INFO - Epoch [168][740/1879] lr: 2.050e-03, eta: 14:46:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8684, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.0036 2021-06-27 01:01:47,478 - mmaction - INFO - Epoch [168][760/1879] lr: 2.050e-03, eta: 14:46:04, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6848, top5_acc: 0.8711, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.1741 2021-06-27 01:02:32,338 - mmaction - INFO - Epoch [168][780/1879] lr: 2.050e-03, eta: 14:45:19, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8660, loss_cls: 1.2912, loss: 1.2912, grad_norm: 5.1158 2021-06-27 01:03:17,241 - mmaction - INFO - Epoch [168][800/1879] lr: 2.050e-03, eta: 14:44:34, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8617, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.1464 2021-06-27 01:04:02,161 - mmaction - INFO - Epoch [168][820/1879] lr: 2.050e-03, eta: 14:43:49, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6762, top5_acc: 0.8676, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.2065 2021-06-27 01:04:46,924 - mmaction - INFO - Epoch [168][840/1879] lr: 2.050e-03, eta: 14:43:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8652, loss_cls: 1.3309, loss: 1.3309, grad_norm: 5.1085 2021-06-27 01:05:31,778 - mmaction - INFO - Epoch [168][860/1879] lr: 2.050e-03, eta: 14:42:20, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.0529 2021-06-27 01:06:16,513 - mmaction - INFO - Epoch [168][880/1879] lr: 2.050e-03, eta: 14:41:35, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8625, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.9754 2021-06-27 01:07:01,310 - mmaction - INFO - Epoch [168][900/1879] lr: 2.050e-03, eta: 14:40:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8660, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.0929 2021-06-27 01:07:46,125 - mmaction - INFO - Epoch [168][920/1879] lr: 2.050e-03, eta: 14:40:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8676, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.1173 2021-06-27 01:08:30,928 - mmaction - INFO - Epoch [168][940/1879] lr: 2.050e-03, eta: 14:39:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8824, loss_cls: 1.2301, loss: 1.2301, grad_norm: 4.9049 2021-06-27 01:09:15,740 - mmaction - INFO - Epoch [168][960/1879] lr: 2.050e-03, eta: 14:38:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8645, loss_cls: 1.3155, loss: 1.3155, grad_norm: 5.2052 2021-06-27 01:10:00,539 - mmaction - INFO - Epoch [168][980/1879] lr: 2.050e-03, eta: 14:37:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8621, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.0028 2021-06-27 01:10:45,262 - mmaction - INFO - Epoch [168][1000/1879] lr: 2.050e-03, eta: 14:37:05, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8723, loss_cls: 1.2908, loss: 1.2908, grad_norm: 5.1612 2021-06-27 01:11:29,903 - mmaction - INFO - Epoch [168][1020/1879] lr: 2.050e-03, eta: 14:36:20, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3129, loss: 1.3129, grad_norm: 5.2078 2021-06-27 01:12:14,619 - mmaction - INFO - Epoch [168][1040/1879] lr: 2.050e-03, eta: 14:35:35, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8691, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.0952 2021-06-27 01:12:59,365 - mmaction - INFO - Epoch [168][1060/1879] lr: 2.050e-03, eta: 14:34:50, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3086, loss: 1.3086, grad_norm: 5.0840 2021-06-27 01:13:44,043 - mmaction - INFO - Epoch [168][1080/1879] lr: 2.050e-03, eta: 14:34:05, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8613, loss_cls: 1.3323, loss: 1.3323, grad_norm: 5.1605 2021-06-27 01:14:28,969 - mmaction - INFO - Epoch [168][1100/1879] lr: 2.050e-03, eta: 14:33:20, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8621, loss_cls: 1.3438, loss: 1.3438, grad_norm: 5.1619 2021-06-27 01:15:13,857 - mmaction - INFO - Epoch [168][1120/1879] lr: 2.050e-03, eta: 14:32:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8602, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.0987 2021-06-27 01:15:58,658 - mmaction - INFO - Epoch [168][1140/1879] lr: 2.050e-03, eta: 14:31:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6645, top5_acc: 0.8613, loss_cls: 1.3557, loss: 1.3557, grad_norm: 5.2074 2021-06-27 01:16:43,622 - mmaction - INFO - Epoch [168][1160/1879] lr: 2.050e-03, eta: 14:31:06, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8566, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.0249 2021-06-27 01:17:28,398 - mmaction - INFO - Epoch [168][1180/1879] lr: 2.050e-03, eta: 14:30:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8570, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.1269 2021-06-27 01:18:13,089 - mmaction - INFO - Epoch [168][1200/1879] lr: 2.050e-03, eta: 14:29:36, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.1701 2021-06-27 01:18:57,855 - mmaction - INFO - Epoch [168][1220/1879] lr: 2.050e-03, eta: 14:28:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8664, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.2171 2021-06-27 01:19:42,681 - mmaction - INFO - Epoch [168][1240/1879] lr: 2.050e-03, eta: 14:28:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8613, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.1255 2021-06-27 01:20:27,558 - mmaction - INFO - Epoch [168][1260/1879] lr: 2.050e-03, eta: 14:27:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8617, loss_cls: 1.2823, loss: 1.2823, grad_norm: 5.0568 2021-06-27 01:21:12,217 - mmaction - INFO - Epoch [168][1280/1879] lr: 2.050e-03, eta: 14:26:36, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8746, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.0819 2021-06-27 01:21:57,044 - mmaction - INFO - Epoch [168][1300/1879] lr: 2.050e-03, eta: 14:25:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8711, loss_cls: 1.2886, loss: 1.2886, grad_norm: 5.0947 2021-06-27 01:22:41,718 - mmaction - INFO - Epoch [168][1320/1879] lr: 2.050e-03, eta: 14:25:06, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8711, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.0629 2021-06-27 01:23:26,503 - mmaction - INFO - Epoch [168][1340/1879] lr: 2.050e-03, eta: 14:24:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8645, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.1831 2021-06-27 01:24:11,157 - mmaction - INFO - Epoch [168][1360/1879] lr: 2.050e-03, eta: 14:23:36, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6809, top5_acc: 0.8629, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.2087 2021-06-27 01:24:55,837 - mmaction - INFO - Epoch [168][1380/1879] lr: 2.050e-03, eta: 14:22:51, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.0039 2021-06-27 01:25:40,446 - mmaction - INFO - Epoch [168][1400/1879] lr: 2.050e-03, eta: 14:22:06, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6687, top5_acc: 0.8676, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.2523 2021-06-27 01:26:25,373 - mmaction - INFO - Epoch [168][1420/1879] lr: 2.050e-03, eta: 14:21:21, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8648, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.2070 2021-06-27 01:27:10,179 - mmaction - INFO - Epoch [168][1440/1879] lr: 2.050e-03, eta: 14:20:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.0774 2021-06-27 01:27:54,938 - mmaction - INFO - Epoch [168][1460/1879] lr: 2.050e-03, eta: 14:19:51, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.1287 2021-06-27 01:28:39,765 - mmaction - INFO - Epoch [168][1480/1879] lr: 2.050e-03, eta: 14:19:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.1128 2021-06-27 01:29:24,434 - mmaction - INFO - Epoch [168][1500/1879] lr: 2.050e-03, eta: 14:18:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8586, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.0773 2021-06-27 01:30:09,207 - mmaction - INFO - Epoch [168][1520/1879] lr: 2.050e-03, eta: 14:17:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8750, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.0815 2021-06-27 01:30:54,074 - mmaction - INFO - Epoch [168][1540/1879] lr: 2.050e-03, eta: 14:16:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6699, top5_acc: 0.8691, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.1106 2021-06-27 01:31:38,853 - mmaction - INFO - Epoch [168][1560/1879] lr: 2.050e-03, eta: 14:16:07, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.0602 2021-06-27 01:32:23,545 - mmaction - INFO - Epoch [168][1580/1879] lr: 2.050e-03, eta: 14:15:22, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.0419 2021-06-27 01:33:08,320 - mmaction - INFO - Epoch [168][1600/1879] lr: 2.050e-03, eta: 14:14:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8523, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.1960 2021-06-27 01:33:53,132 - mmaction - INFO - Epoch [168][1620/1879] lr: 2.050e-03, eta: 14:13:52, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8711, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.1544 2021-06-27 01:34:38,018 - mmaction - INFO - Epoch [168][1640/1879] lr: 2.050e-03, eta: 14:13:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8684, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.2614 2021-06-27 01:35:22,849 - mmaction - INFO - Epoch [168][1660/1879] lr: 2.050e-03, eta: 14:12:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8633, loss_cls: 1.3679, loss: 1.3679, grad_norm: 5.1848 2021-06-27 01:36:07,691 - mmaction - INFO - Epoch [168][1680/1879] lr: 2.050e-03, eta: 14:11:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2777, loss: 1.2777, grad_norm: 5.2164 2021-06-27 01:36:52,480 - mmaction - INFO - Epoch [168][1700/1879] lr: 2.050e-03, eta: 14:10:52, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.1005 2021-06-27 01:37:37,219 - mmaction - INFO - Epoch [168][1720/1879] lr: 2.050e-03, eta: 14:10:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8727, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.2002 2021-06-27 01:38:22,041 - mmaction - INFO - Epoch [168][1740/1879] lr: 2.050e-03, eta: 14:09:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8652, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.2630 2021-06-27 01:39:06,773 - mmaction - INFO - Epoch [168][1760/1879] lr: 2.050e-03, eta: 14:08:37, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8781, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.1195 2021-06-27 01:39:51,547 - mmaction - INFO - Epoch [168][1780/1879] lr: 2.050e-03, eta: 14:07:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8699, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.2238 2021-06-27 01:40:36,402 - mmaction - INFO - Epoch [168][1800/1879] lr: 2.050e-03, eta: 14:07:08, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2960, loss: 1.2960, grad_norm: 5.1603 2021-06-27 01:41:21,198 - mmaction - INFO - Epoch [168][1820/1879] lr: 2.050e-03, eta: 14:06:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8734, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.1602 2021-06-27 01:42:05,958 - mmaction - INFO - Epoch [168][1840/1879] lr: 2.050e-03, eta: 14:05:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.2762 2021-06-27 01:42:50,760 - mmaction - INFO - Epoch [168][1860/1879] lr: 2.050e-03, eta: 14:04:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8762, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.0296 2021-06-27 01:47:52,439 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 01:47:53,196 - mmaction - INFO - top1_acc 0.7049 top5_acc 0.8926 2021-06-27 01:47:53,511 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_168.pth. 2021-06-27 01:47:53,511 - mmaction - INFO - Best top1_acc is 0.7049 at 168 epoch. 2021-06-27 01:47:53,519 - mmaction - INFO - Saving checkpoint at 168 epochs 2021-06-27 01:47:53,937 - mmaction - INFO - Epoch(val) [168][310] top1_acc: 0.7049, top5_acc: 0.8926 2021-06-27 01:49:24,524 - mmaction - INFO - Epoch [169][20/1879] lr: 1.748e-03, eta: 14:03:25, time: 4.529, data_time: 2.190, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8695, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.0465 2021-06-27 01:50:09,416 - mmaction - INFO - Epoch [169][40/1879] lr: 1.748e-03, eta: 14:02:40, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8777, loss_cls: 1.2292, loss: 1.2292, grad_norm: 4.9941 2021-06-27 01:50:54,243 - mmaction - INFO - Epoch [169][60/1879] lr: 1.748e-03, eta: 14:01:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8688, loss_cls: 1.3000, loss: 1.3000, grad_norm: 5.2447 2021-06-27 01:51:39,233 - mmaction - INFO - Epoch [169][80/1879] lr: 1.748e-03, eta: 14:01:11, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.2359 2021-06-27 01:52:24,246 - mmaction - INFO - Epoch [169][100/1879] lr: 1.748e-03, eta: 14:00:26, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8633, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.2153 2021-06-27 01:53:09,237 - mmaction - INFO - Epoch [169][120/1879] lr: 1.748e-03, eta: 13:59:41, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8715, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.1967 2021-06-27 01:53:54,223 - mmaction - INFO - Epoch [169][140/1879] lr: 1.748e-03, eta: 13:58:56, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8660, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.1396 2021-06-27 01:54:39,062 - mmaction - INFO - Epoch [169][160/1879] lr: 1.748e-03, eta: 13:58:11, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8766, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.0964 2021-06-27 01:55:24,002 - mmaction - INFO - Epoch [169][180/1879] lr: 1.748e-03, eta: 13:57:26, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.1220 2021-06-27 01:56:08,859 - mmaction - INFO - Epoch [169][200/1879] lr: 1.748e-03, eta: 13:56:41, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8715, loss_cls: 1.2642, loss: 1.2642, grad_norm: 5.0909 2021-06-27 01:56:53,656 - mmaction - INFO - Epoch [169][220/1879] lr: 1.748e-03, eta: 13:55:56, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8648, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.2008 2021-06-27 01:57:38,679 - mmaction - INFO - Epoch [169][240/1879] lr: 1.748e-03, eta: 13:55:11, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8719, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.0696 2021-06-27 01:58:23,504 - mmaction - INFO - Epoch [169][260/1879] lr: 1.748e-03, eta: 13:54:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.1390 2021-06-27 01:59:08,573 - mmaction - INFO - Epoch [169][280/1879] lr: 1.748e-03, eta: 13:53:41, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.1143 2021-06-27 01:59:53,532 - mmaction - INFO - Epoch [169][300/1879] lr: 1.748e-03, eta: 13:52:56, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8723, loss_cls: 1.2777, loss: 1.2777, grad_norm: 5.2151 2021-06-27 02:00:38,465 - mmaction - INFO - Epoch [169][320/1879] lr: 1.748e-03, eta: 13:52:11, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8637, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.2148 2021-06-27 02:01:23,513 - mmaction - INFO - Epoch [169][340/1879] lr: 1.748e-03, eta: 13:51:26, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8684, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.1383 2021-06-27 02:02:08,340 - mmaction - INFO - Epoch [169][360/1879] lr: 1.748e-03, eta: 13:50:42, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.2717 2021-06-27 02:02:53,236 - mmaction - INFO - Epoch [169][380/1879] lr: 1.748e-03, eta: 13:49:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8633, loss_cls: 1.3382, loss: 1.3382, grad_norm: 5.1912 2021-06-27 02:03:37,900 - mmaction - INFO - Epoch [169][400/1879] lr: 1.748e-03, eta: 13:49:12, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.2786 2021-06-27 02:04:22,752 - mmaction - INFO - Epoch [169][420/1879] lr: 1.748e-03, eta: 13:48:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6664, top5_acc: 0.8527, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.2535 2021-06-27 02:05:07,482 - mmaction - INFO - Epoch [169][440/1879] lr: 1.748e-03, eta: 13:47:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8871, loss_cls: 1.1668, loss: 1.1668, grad_norm: 4.8958 2021-06-27 02:05:52,375 - mmaction - INFO - Epoch [169][460/1879] lr: 1.748e-03, eta: 13:46:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8809, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.1183 2021-06-27 02:06:37,219 - mmaction - INFO - Epoch [169][480/1879] lr: 1.748e-03, eta: 13:46:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8832, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.0649 2021-06-27 02:07:21,985 - mmaction - INFO - Epoch [169][500/1879] lr: 1.748e-03, eta: 13:45:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.2032 2021-06-27 02:08:06,823 - mmaction - INFO - Epoch [169][520/1879] lr: 1.748e-03, eta: 13:44:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.0308 2021-06-27 02:08:51,446 - mmaction - INFO - Epoch [169][540/1879] lr: 1.748e-03, eta: 13:43:57, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8613, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.1781 2021-06-27 02:09:36,236 - mmaction - INFO - Epoch [169][560/1879] lr: 1.748e-03, eta: 13:43:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8609, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.0260 2021-06-27 02:10:20,968 - mmaction - INFO - Epoch [169][580/1879] lr: 1.748e-03, eta: 13:42:27, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8641, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.1598 2021-06-27 02:11:05,834 - mmaction - INFO - Epoch [169][600/1879] lr: 1.748e-03, eta: 13:41:42, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8684, loss_cls: 1.2630, loss: 1.2630, grad_norm: 4.9893 2021-06-27 02:11:50,684 - mmaction - INFO - Epoch [169][620/1879] lr: 1.748e-03, eta: 13:40:57, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8727, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.2605 2021-06-27 02:12:35,586 - mmaction - INFO - Epoch [169][640/1879] lr: 1.748e-03, eta: 13:40:12, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8707, loss_cls: 1.2732, loss: 1.2732, grad_norm: 5.0870 2021-06-27 02:13:20,450 - mmaction - INFO - Epoch [169][660/1879] lr: 1.748e-03, eta: 13:39:28, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8660, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.1832 2021-06-27 02:14:05,206 - mmaction - INFO - Epoch [169][680/1879] lr: 1.748e-03, eta: 13:38:43, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8762, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.1602 2021-06-27 02:14:50,060 - mmaction - INFO - Epoch [169][700/1879] lr: 1.748e-03, eta: 13:37:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.2298 2021-06-27 02:15:34,892 - mmaction - INFO - Epoch [169][720/1879] lr: 1.748e-03, eta: 13:37:13, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8754, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.1706 2021-06-27 02:16:19,676 - mmaction - INFO - Epoch [169][740/1879] lr: 1.748e-03, eta: 13:36:28, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8750, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.1566 2021-06-27 02:17:04,630 - mmaction - INFO - Epoch [169][760/1879] lr: 1.748e-03, eta: 13:35:43, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.1606 2021-06-27 02:17:49,477 - mmaction - INFO - Epoch [169][780/1879] lr: 1.748e-03, eta: 13:34:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.1763 2021-06-27 02:18:34,236 - mmaction - INFO - Epoch [169][800/1879] lr: 1.748e-03, eta: 13:34:13, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.2020 2021-06-27 02:19:19,043 - mmaction - INFO - Epoch [169][820/1879] lr: 1.748e-03, eta: 13:33:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8711, loss_cls: 1.2855, loss: 1.2855, grad_norm: 5.2059 2021-06-27 02:20:03,902 - mmaction - INFO - Epoch [169][840/1879] lr: 1.748e-03, eta: 13:32:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8738, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.1337 2021-06-27 02:20:48,746 - mmaction - INFO - Epoch [169][860/1879] lr: 1.748e-03, eta: 13:31:58, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8699, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.2729 2021-06-27 02:21:33,585 - mmaction - INFO - Epoch [169][880/1879] lr: 1.748e-03, eta: 13:31:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.0792 2021-06-27 02:22:18,325 - mmaction - INFO - Epoch [169][900/1879] lr: 1.748e-03, eta: 13:30:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6707, top5_acc: 0.8637, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.0438 2021-06-27 02:23:03,169 - mmaction - INFO - Epoch [169][920/1879] lr: 1.748e-03, eta: 13:29:43, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8793, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.1836 2021-06-27 02:23:47,975 - mmaction - INFO - Epoch [169][940/1879] lr: 1.748e-03, eta: 13:28:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6668, top5_acc: 0.8602, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.4018 2021-06-27 02:24:32,879 - mmaction - INFO - Epoch [169][960/1879] lr: 1.748e-03, eta: 13:28:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6750, top5_acc: 0.8645, loss_cls: 1.3481, loss: 1.3481, grad_norm: 5.1666 2021-06-27 02:25:17,730 - mmaction - INFO - Epoch [169][980/1879] lr: 1.748e-03, eta: 13:27:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8719, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.2030 2021-06-27 02:26:02,591 - mmaction - INFO - Epoch [169][1000/1879] lr: 1.748e-03, eta: 13:26:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8734, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.2088 2021-06-27 02:26:47,424 - mmaction - INFO - Epoch [169][1020/1879] lr: 1.748e-03, eta: 13:25:59, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.0664 2021-06-27 02:27:32,177 - mmaction - INFO - Epoch [169][1040/1879] lr: 1.748e-03, eta: 13:25:14, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8656, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.2259 2021-06-27 02:28:17,021 - mmaction - INFO - Epoch [169][1060/1879] lr: 1.748e-03, eta: 13:24:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3427, loss: 1.3427, grad_norm: 5.2879 2021-06-27 02:29:01,797 - mmaction - INFO - Epoch [169][1080/1879] lr: 1.748e-03, eta: 13:23:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.1687 2021-06-27 02:29:46,677 - mmaction - INFO - Epoch [169][1100/1879] lr: 1.748e-03, eta: 13:22:59, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.1325 2021-06-27 02:30:31,422 - mmaction - INFO - Epoch [169][1120/1879] lr: 1.748e-03, eta: 13:22:14, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8676, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.0949 2021-06-27 02:31:16,098 - mmaction - INFO - Epoch [169][1140/1879] lr: 1.748e-03, eta: 13:21:29, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8715, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.1689 2021-06-27 02:32:00,908 - mmaction - INFO - Epoch [169][1160/1879] lr: 1.748e-03, eta: 13:20:44, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.0213 2021-06-27 02:32:45,607 - mmaction - INFO - Epoch [169][1180/1879] lr: 1.748e-03, eta: 13:19:59, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3777, loss: 1.3777, grad_norm: 5.3478 2021-06-27 02:33:30,469 - mmaction - INFO - Epoch [169][1200/1879] lr: 1.748e-03, eta: 13:19:14, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.1804 2021-06-27 02:34:15,414 - mmaction - INFO - Epoch [169][1220/1879] lr: 1.748e-03, eta: 13:18:29, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3684, loss: 1.3684, grad_norm: 5.3759 2021-06-27 02:35:00,152 - mmaction - INFO - Epoch [169][1240/1879] lr: 1.748e-03, eta: 13:17:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3460, loss: 1.3460, grad_norm: 5.2935 2021-06-27 02:35:45,023 - mmaction - INFO - Epoch [169][1260/1879] lr: 1.748e-03, eta: 13:16:59, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8652, loss_cls: 1.3252, loss: 1.3252, grad_norm: 5.2726 2021-06-27 02:36:29,750 - mmaction - INFO - Epoch [169][1280/1879] lr: 1.748e-03, eta: 13:16:15, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8691, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.2451 2021-06-27 02:37:14,557 - mmaction - INFO - Epoch [169][1300/1879] lr: 1.748e-03, eta: 13:15:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.1543 2021-06-27 02:37:59,243 - mmaction - INFO - Epoch [169][1320/1879] lr: 1.748e-03, eta: 13:14:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8770, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.1787 2021-06-27 02:38:44,234 - mmaction - INFO - Epoch [169][1340/1879] lr: 1.748e-03, eta: 13:14:00, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8676, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.1650 2021-06-27 02:39:28,968 - mmaction - INFO - Epoch [169][1360/1879] lr: 1.748e-03, eta: 13:13:15, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6699, top5_acc: 0.8680, loss_cls: 1.3361, loss: 1.3361, grad_norm: 5.2967 2021-06-27 02:40:13,897 - mmaction - INFO - Epoch [169][1380/1879] lr: 1.748e-03, eta: 13:12:30, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8613, loss_cls: 1.3214, loss: 1.3214, grad_norm: 5.2321 2021-06-27 02:40:58,804 - mmaction - INFO - Epoch [169][1400/1879] lr: 1.748e-03, eta: 13:11:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.1106 2021-06-27 02:41:43,685 - mmaction - INFO - Epoch [169][1420/1879] lr: 1.748e-03, eta: 13:11:00, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8621, loss_cls: 1.3128, loss: 1.3128, grad_norm: 5.0624 2021-06-27 02:42:28,499 - mmaction - INFO - Epoch [169][1440/1879] lr: 1.748e-03, eta: 13:10:15, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8598, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.2363 2021-06-27 02:43:13,298 - mmaction - INFO - Epoch [169][1460/1879] lr: 1.748e-03, eta: 13:09:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.3093, loss: 1.3093, grad_norm: 5.2750 2021-06-27 02:43:57,985 - mmaction - INFO - Epoch [169][1480/1879] lr: 1.748e-03, eta: 13:08:45, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8762, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.0452 2021-06-27 02:44:42,743 - mmaction - INFO - Epoch [169][1500/1879] lr: 1.748e-03, eta: 13:08:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.1454 2021-06-27 02:45:27,627 - mmaction - INFO - Epoch [169][1520/1879] lr: 1.748e-03, eta: 13:07:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8613, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.1648 2021-06-27 02:46:12,408 - mmaction - INFO - Epoch [169][1540/1879] lr: 1.748e-03, eta: 13:06:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8609, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.3028 2021-06-27 02:46:57,255 - mmaction - INFO - Epoch [169][1560/1879] lr: 1.748e-03, eta: 13:05:45, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.1368 2021-06-27 02:47:42,094 - mmaction - INFO - Epoch [169][1580/1879] lr: 1.748e-03, eta: 13:05:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8535, loss_cls: 1.3651, loss: 1.3651, grad_norm: 5.2884 2021-06-27 02:48:26,934 - mmaction - INFO - Epoch [169][1600/1879] lr: 1.748e-03, eta: 13:04:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8801, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.1139 2021-06-27 02:49:11,835 - mmaction - INFO - Epoch [169][1620/1879] lr: 1.748e-03, eta: 13:03:31, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8754, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.2390 2021-06-27 02:49:56,652 - mmaction - INFO - Epoch [169][1640/1879] lr: 1.748e-03, eta: 13:02:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.1090 2021-06-27 02:50:41,486 - mmaction - INFO - Epoch [169][1660/1879] lr: 1.748e-03, eta: 13:02:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8758, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.2146 2021-06-27 02:51:26,205 - mmaction - INFO - Epoch [169][1680/1879] lr: 1.748e-03, eta: 13:01:16, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8801, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.1364 2021-06-27 02:52:11,008 - mmaction - INFO - Epoch [169][1700/1879] lr: 1.748e-03, eta: 13:00:31, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.2008 2021-06-27 02:52:55,776 - mmaction - INFO - Epoch [169][1720/1879] lr: 1.748e-03, eta: 12:59:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8734, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.0828 2021-06-27 02:53:40,781 - mmaction - INFO - Epoch [169][1740/1879] lr: 1.748e-03, eta: 12:59:01, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.1264 2021-06-27 02:54:25,583 - mmaction - INFO - Epoch [169][1760/1879] lr: 1.748e-03, eta: 12:58:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8777, loss_cls: 1.2777, loss: 1.2777, grad_norm: 5.2474 2021-06-27 02:55:10,309 - mmaction - INFO - Epoch [169][1780/1879] lr: 1.748e-03, eta: 12:57:31, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8723, loss_cls: 1.2272, loss: 1.2272, grad_norm: 5.1660 2021-06-27 02:55:55,104 - mmaction - INFO - Epoch [169][1800/1879] lr: 1.748e-03, eta: 12:56:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8672, loss_cls: 1.2580, loss: 1.2580, grad_norm: 5.1334 2021-06-27 02:56:40,102 - mmaction - INFO - Epoch [169][1820/1879] lr: 1.748e-03, eta: 12:56:01, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8656, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.1573 2021-06-27 02:57:24,886 - mmaction - INFO - Epoch [169][1840/1879] lr: 1.748e-03, eta: 12:55:16, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8734, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.0603 2021-06-27 02:58:09,659 - mmaction - INFO - Epoch [169][1860/1879] lr: 1.748e-03, eta: 12:54:31, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8777, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.1091 2021-06-27 03:03:16,815 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 03:03:17,586 - mmaction - INFO - top1_acc 0.7029 top5_acc 0.8921 2021-06-27 03:03:17,595 - mmaction - INFO - Saving checkpoint at 169 epochs 2021-06-27 03:03:17,826 - mmaction - INFO - Epoch(val) [169][310] top1_acc: 0.7029, top5_acc: 0.8921 2021-06-27 03:04:49,208 - mmaction - INFO - Epoch [170][20/1879] lr: 1.470e-03, eta: 12:53:04, time: 4.569, data_time: 2.276, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8691, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.1110 2021-06-27 03:05:34,064 - mmaction - INFO - Epoch [170][40/1879] lr: 1.470e-03, eta: 12:52:19, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.1108 2021-06-27 03:06:19,060 - mmaction - INFO - Epoch [170][60/1879] lr: 1.470e-03, eta: 12:51:34, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.0878 2021-06-27 03:07:03,924 - mmaction - INFO - Epoch [170][80/1879] lr: 1.470e-03, eta: 12:50:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8738, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.1507 2021-06-27 03:07:48,685 - mmaction - INFO - Epoch [170][100/1879] lr: 1.470e-03, eta: 12:50:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8645, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.2309 2021-06-27 03:08:33,625 - mmaction - INFO - Epoch [170][120/1879] lr: 1.470e-03, eta: 12:49:19, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8801, loss_cls: 1.2161, loss: 1.2161, grad_norm: 4.9748 2021-06-27 03:09:18,480 - mmaction - INFO - Epoch [170][140/1879] lr: 1.470e-03, eta: 12:48:35, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8730, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.1110 2021-06-27 03:10:03,464 - mmaction - INFO - Epoch [170][160/1879] lr: 1.470e-03, eta: 12:47:50, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8676, loss_cls: 1.2999, loss: 1.2999, grad_norm: 5.2258 2021-06-27 03:10:48,467 - mmaction - INFO - Epoch [170][180/1879] lr: 1.470e-03, eta: 12:47:05, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8746, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.1060 2021-06-27 03:11:33,395 - mmaction - INFO - Epoch [170][200/1879] lr: 1.470e-03, eta: 12:46:20, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8742, loss_cls: 1.2091, loss: 1.2091, grad_norm: 5.0676 2021-06-27 03:12:18,238 - mmaction - INFO - Epoch [170][220/1879] lr: 1.470e-03, eta: 12:45:35, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8703, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.1087 2021-06-27 03:13:03,285 - mmaction - INFO - Epoch [170][240/1879] lr: 1.470e-03, eta: 12:44:50, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8809, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.2399 2021-06-27 03:13:48,134 - mmaction - INFO - Epoch [170][260/1879] lr: 1.470e-03, eta: 12:44:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6828, top5_acc: 0.8598, loss_cls: 1.3090, loss: 1.3090, grad_norm: 5.2359 2021-06-27 03:14:33,121 - mmaction - INFO - Epoch [170][280/1879] lr: 1.470e-03, eta: 12:43:20, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8562, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.1764 2021-06-27 03:15:17,896 - mmaction - INFO - Epoch [170][300/1879] lr: 1.470e-03, eta: 12:42:35, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8715, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.1115 2021-06-27 03:16:02,866 - mmaction - INFO - Epoch [170][320/1879] lr: 1.470e-03, eta: 12:41:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2207, loss: 1.2207, grad_norm: 4.9720 2021-06-27 03:16:47,633 - mmaction - INFO - Epoch [170][340/1879] lr: 1.470e-03, eta: 12:41:05, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8777, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.2290 2021-06-27 03:17:32,423 - mmaction - INFO - Epoch [170][360/1879] lr: 1.470e-03, eta: 12:40:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8770, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.2725 2021-06-27 03:18:17,445 - mmaction - INFO - Epoch [170][380/1879] lr: 1.470e-03, eta: 12:39:35, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8754, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.2488 2021-06-27 03:19:02,243 - mmaction - INFO - Epoch [170][400/1879] lr: 1.470e-03, eta: 12:38:50, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8711, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.1604 2021-06-27 03:19:46,912 - mmaction - INFO - Epoch [170][420/1879] lr: 1.470e-03, eta: 12:38:06, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8754, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.1776 2021-06-27 03:20:31,795 - mmaction - INFO - Epoch [170][440/1879] lr: 1.470e-03, eta: 12:37:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8750, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.1877 2021-06-27 03:21:16,700 - mmaction - INFO - Epoch [170][460/1879] lr: 1.470e-03, eta: 12:36:36, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8766, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.2163 2021-06-27 03:22:01,471 - mmaction - INFO - Epoch [170][480/1879] lr: 1.470e-03, eta: 12:35:51, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8816, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.1337 2021-06-27 03:22:46,191 - mmaction - INFO - Epoch [170][500/1879] lr: 1.470e-03, eta: 12:35:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8719, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.0326 2021-06-27 03:23:30,975 - mmaction - INFO - Epoch [170][520/1879] lr: 1.470e-03, eta: 12:34:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8719, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.1464 2021-06-27 03:24:15,811 - mmaction - INFO - Epoch [170][540/1879] lr: 1.470e-03, eta: 12:33:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8746, loss_cls: 1.2630, loss: 1.2630, grad_norm: 5.1385 2021-06-27 03:25:00,548 - mmaction - INFO - Epoch [170][560/1879] lr: 1.470e-03, eta: 12:32:51, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8605, loss_cls: 1.3200, loss: 1.3200, grad_norm: 5.3349 2021-06-27 03:25:45,346 - mmaction - INFO - Epoch [170][580/1879] lr: 1.470e-03, eta: 12:32:06, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8660, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.1298 2021-06-27 03:26:30,232 - mmaction - INFO - Epoch [170][600/1879] lr: 1.470e-03, eta: 12:31:21, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6809, top5_acc: 0.8621, loss_cls: 1.3203, loss: 1.3203, grad_norm: 5.1437 2021-06-27 03:27:14,940 - mmaction - INFO - Epoch [170][620/1879] lr: 1.470e-03, eta: 12:30:36, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8688, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.1263 2021-06-27 03:27:59,675 - mmaction - INFO - Epoch [170][640/1879] lr: 1.470e-03, eta: 12:29:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.2447 2021-06-27 03:28:44,429 - mmaction - INFO - Epoch [170][660/1879] lr: 1.470e-03, eta: 12:29:06, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8621, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.1235 2021-06-27 03:29:29,121 - mmaction - INFO - Epoch [170][680/1879] lr: 1.470e-03, eta: 12:28:21, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8738, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.1025 2021-06-27 03:30:13,941 - mmaction - INFO - Epoch [170][700/1879] lr: 1.470e-03, eta: 12:27:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7223, top5_acc: 0.8852, loss_cls: 1.1886, loss: 1.1886, grad_norm: 5.0477 2021-06-27 03:30:58,662 - mmaction - INFO - Epoch [170][720/1879] lr: 1.470e-03, eta: 12:26:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.2178 2021-06-27 03:31:43,260 - mmaction - INFO - Epoch [170][740/1879] lr: 1.470e-03, eta: 12:26:07, time: 2.230, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8672, loss_cls: 1.3203, loss: 1.3203, grad_norm: 5.1918 2021-06-27 03:32:28,175 - mmaction - INFO - Epoch [170][760/1879] lr: 1.470e-03, eta: 12:25:22, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.1268 2021-06-27 03:33:12,955 - mmaction - INFO - Epoch [170][780/1879] lr: 1.470e-03, eta: 12:24:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8590, loss_cls: 1.3128, loss: 1.3128, grad_norm: 5.1267 2021-06-27 03:33:57,652 - mmaction - INFO - Epoch [170][800/1879] lr: 1.470e-03, eta: 12:23:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8688, loss_cls: 1.2641, loss: 1.2641, grad_norm: 5.1018 2021-06-27 03:34:42,403 - mmaction - INFO - Epoch [170][820/1879] lr: 1.470e-03, eta: 12:23:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8652, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.3566 2021-06-27 03:35:27,080 - mmaction - INFO - Epoch [170][840/1879] lr: 1.470e-03, eta: 12:22:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8656, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.1987 2021-06-27 03:36:11,846 - mmaction - INFO - Epoch [170][860/1879] lr: 1.470e-03, eta: 12:21:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8789, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.1781 2021-06-27 03:36:56,586 - mmaction - INFO - Epoch [170][880/1879] lr: 1.470e-03, eta: 12:20:52, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8723, loss_cls: 1.2941, loss: 1.2941, grad_norm: 5.2988 2021-06-27 03:37:41,334 - mmaction - INFO - Epoch [170][900/1879] lr: 1.470e-03, eta: 12:20:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8629, loss_cls: 1.3139, loss: 1.3139, grad_norm: 5.2564 2021-06-27 03:38:26,092 - mmaction - INFO - Epoch [170][920/1879] lr: 1.470e-03, eta: 12:19:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.0579 2021-06-27 03:39:10,910 - mmaction - INFO - Epoch [170][940/1879] lr: 1.470e-03, eta: 12:18:37, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8746, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.1205 2021-06-27 03:39:55,561 - mmaction - INFO - Epoch [170][960/1879] lr: 1.470e-03, eta: 12:17:52, time: 2.232, data_time: 0.000, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8707, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.2843 2021-06-27 03:40:40,364 - mmaction - INFO - Epoch [170][980/1879] lr: 1.470e-03, eta: 12:17:07, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.2613 2021-06-27 03:41:25,209 - mmaction - INFO - Epoch [170][1000/1879] lr: 1.470e-03, eta: 12:16:22, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6809, top5_acc: 0.8730, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.1651 2021-06-27 03:42:09,983 - mmaction - INFO - Epoch [170][1020/1879] lr: 1.470e-03, eta: 12:15:37, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.3109 2021-06-27 03:42:54,700 - mmaction - INFO - Epoch [170][1040/1879] lr: 1.470e-03, eta: 12:14:53, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.1432 2021-06-27 03:43:39,364 - mmaction - INFO - Epoch [170][1060/1879] lr: 1.470e-03, eta: 12:14:08, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.6793, top5_acc: 0.8684, loss_cls: 1.3113, loss: 1.3113, grad_norm: 5.1991 2021-06-27 03:44:24,064 - mmaction - INFO - Epoch [170][1080/1879] lr: 1.470e-03, eta: 12:13:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8695, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.2335 2021-06-27 03:45:08,787 - mmaction - INFO - Epoch [170][1100/1879] lr: 1.470e-03, eta: 12:12:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8754, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.2080 2021-06-27 03:45:53,593 - mmaction - INFO - Epoch [170][1120/1879] lr: 1.470e-03, eta: 12:11:53, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8707, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.0241 2021-06-27 03:46:38,336 - mmaction - INFO - Epoch [170][1140/1879] lr: 1.470e-03, eta: 12:11:08, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8664, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.1053 2021-06-27 03:47:23,196 - mmaction - INFO - Epoch [170][1160/1879] lr: 1.470e-03, eta: 12:10:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6715, top5_acc: 0.8609, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.2725 2021-06-27 03:48:08,004 - mmaction - INFO - Epoch [170][1180/1879] lr: 1.470e-03, eta: 12:09:38, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8715, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.2426 2021-06-27 03:48:52,763 - mmaction - INFO - Epoch [170][1200/1879] lr: 1.470e-03, eta: 12:08:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8645, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.1365 2021-06-27 03:49:37,657 - mmaction - INFO - Epoch [170][1220/1879] lr: 1.470e-03, eta: 12:08:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8719, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.2777 2021-06-27 03:50:22,362 - mmaction - INFO - Epoch [170][1240/1879] lr: 1.470e-03, eta: 12:07:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8672, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.3313 2021-06-27 03:51:07,104 - mmaction - INFO - Epoch [170][1260/1879] lr: 1.470e-03, eta: 12:06:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8711, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.1974 2021-06-27 03:51:51,887 - mmaction - INFO - Epoch [170][1280/1879] lr: 1.470e-03, eta: 12:05:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.1964 2021-06-27 03:52:36,559 - mmaction - INFO - Epoch [170][1300/1879] lr: 1.470e-03, eta: 12:05:08, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8672, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.1009 2021-06-27 03:53:21,449 - mmaction - INFO - Epoch [170][1320/1879] lr: 1.470e-03, eta: 12:04:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6766, top5_acc: 0.8691, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.1701 2021-06-27 03:54:06,377 - mmaction - INFO - Epoch [170][1340/1879] lr: 1.470e-03, eta: 12:03:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8711, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.2308 2021-06-27 03:54:51,184 - mmaction - INFO - Epoch [170][1360/1879] lr: 1.470e-03, eta: 12:02:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8762, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.1888 2021-06-27 03:55:36,002 - mmaction - INFO - Epoch [170][1380/1879] lr: 1.470e-03, eta: 12:02:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8750, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.2163 2021-06-27 03:56:20,842 - mmaction - INFO - Epoch [170][1400/1879] lr: 1.470e-03, eta: 12:01:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8746, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.2759 2021-06-27 03:57:05,608 - mmaction - INFO - Epoch [170][1420/1879] lr: 1.470e-03, eta: 12:00:39, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8727, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.2357 2021-06-27 03:57:50,309 - mmaction - INFO - Epoch [170][1440/1879] lr: 1.470e-03, eta: 11:59:54, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8863, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.0916 2021-06-27 03:58:35,091 - mmaction - INFO - Epoch [170][1460/1879] lr: 1.470e-03, eta: 11:59:09, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.1852 2021-06-27 03:59:19,931 - mmaction - INFO - Epoch [170][1480/1879] lr: 1.470e-03, eta: 11:58:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8641, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.1279 2021-06-27 04:00:04,805 - mmaction - INFO - Epoch [170][1500/1879] lr: 1.470e-03, eta: 11:57:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8770, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.0651 2021-06-27 04:00:49,556 - mmaction - INFO - Epoch [170][1520/1879] lr: 1.470e-03, eta: 11:56:54, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8637, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.1471 2021-06-27 04:01:34,499 - mmaction - INFO - Epoch [170][1540/1879] lr: 1.470e-03, eta: 11:56:09, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8832, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.2013 2021-06-27 04:02:19,280 - mmaction - INFO - Epoch [170][1560/1879] lr: 1.470e-03, eta: 11:55:24, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8777, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.0926 2021-06-27 04:03:04,047 - mmaction - INFO - Epoch [170][1580/1879] lr: 1.470e-03, eta: 11:54:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8691, loss_cls: 1.3204, loss: 1.3204, grad_norm: 5.3189 2021-06-27 04:03:48,859 - mmaction - INFO - Epoch [170][1600/1879] lr: 1.470e-03, eta: 11:53:54, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6809, top5_acc: 0.8648, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.2546 2021-06-27 04:04:33,610 - mmaction - INFO - Epoch [170][1620/1879] lr: 1.470e-03, eta: 11:53:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8738, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.1767 2021-06-27 04:05:18,421 - mmaction - INFO - Epoch [170][1640/1879] lr: 1.470e-03, eta: 11:52:24, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8688, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.2242 2021-06-27 04:06:03,390 - mmaction - INFO - Epoch [170][1660/1879] lr: 1.470e-03, eta: 11:51:40, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.1326 2021-06-27 04:06:48,167 - mmaction - INFO - Epoch [170][1680/1879] lr: 1.470e-03, eta: 11:50:55, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8605, loss_cls: 1.3161, loss: 1.3161, grad_norm: 5.2925 2021-06-27 04:07:32,840 - mmaction - INFO - Epoch [170][1700/1879] lr: 1.470e-03, eta: 11:50:10, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8738, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.2558 2021-06-27 04:08:17,639 - mmaction - INFO - Epoch [170][1720/1879] lr: 1.470e-03, eta: 11:49:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8762, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.2619 2021-06-27 04:09:02,566 - mmaction - INFO - Epoch [170][1740/1879] lr: 1.470e-03, eta: 11:48:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.2090 2021-06-27 04:09:47,313 - mmaction - INFO - Epoch [170][1760/1879] lr: 1.470e-03, eta: 11:47:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3200, loss: 1.3200, grad_norm: 5.3161 2021-06-27 04:10:32,067 - mmaction - INFO - Epoch [170][1780/1879] lr: 1.470e-03, eta: 11:47:10, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8758, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.2088 2021-06-27 04:11:17,059 - mmaction - INFO - Epoch [170][1800/1879] lr: 1.470e-03, eta: 11:46:25, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8613, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.3694 2021-06-27 04:12:01,841 - mmaction - INFO - Epoch [170][1820/1879] lr: 1.470e-03, eta: 11:45:40, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8621, loss_cls: 1.3099, loss: 1.3099, grad_norm: 5.3569 2021-06-27 04:12:46,608 - mmaction - INFO - Epoch [170][1840/1879] lr: 1.470e-03, eta: 11:44:55, time: 2.238, data_time: 0.002, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.2190 2021-06-27 04:13:31,548 - mmaction - INFO - Epoch [170][1860/1879] lr: 1.470e-03, eta: 11:44:10, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8688, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.2358 2021-06-27 04:18:34,072 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 04:18:34,794 - mmaction - INFO - top1_acc 0.7069 top5_acc 0.8944 2021-06-27 04:18:35,307 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_170.pth. 2021-06-27 04:18:35,307 - mmaction - INFO - Best top1_acc is 0.7069 at 170 epoch. 2021-06-27 04:18:35,314 - mmaction - INFO - Saving checkpoint at 170 epochs 2021-06-27 04:18:35,691 - mmaction - INFO - Epoch(val) [170][310] top1_acc: 0.7069, top5_acc: 0.8944 2021-06-27 04:20:05,949 - mmaction - INFO - Epoch [171][20/1879] lr: 1.215e-03, eta: 11:42:43, time: 4.513, data_time: 2.183, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8699, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.2952 2021-06-27 04:20:50,951 - mmaction - INFO - Epoch [171][40/1879] lr: 1.215e-03, eta: 11:41:58, time: 2.250, data_time: 0.003, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8691, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.2150 2021-06-27 04:21:35,875 - mmaction - INFO - Epoch [171][60/1879] lr: 1.215e-03, eta: 11:41:13, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8699, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.1050 2021-06-27 04:22:20,845 - mmaction - INFO - Epoch [171][80/1879] lr: 1.215e-03, eta: 11:40:28, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8645, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.1884 2021-06-27 04:23:05,863 - mmaction - INFO - Epoch [171][100/1879] lr: 1.215e-03, eta: 11:39:43, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8715, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.1053 2021-06-27 04:23:50,880 - mmaction - INFO - Epoch [171][120/1879] lr: 1.215e-03, eta: 11:38:58, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8828, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.1338 2021-06-27 04:24:35,864 - mmaction - INFO - Epoch [171][140/1879] lr: 1.215e-03, eta: 11:38:13, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6754, top5_acc: 0.8645, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.3405 2021-06-27 04:25:20,812 - mmaction - INFO - Epoch [171][160/1879] lr: 1.215e-03, eta: 11:37:28, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8703, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.2255 2021-06-27 04:26:05,638 - mmaction - INFO - Epoch [171][180/1879] lr: 1.215e-03, eta: 11:36:43, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8820, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.1763 2021-06-27 04:26:50,554 - mmaction - INFO - Epoch [171][200/1879] lr: 1.215e-03, eta: 11:35:58, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8746, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.0485 2021-06-27 04:27:35,342 - mmaction - INFO - Epoch [171][220/1879] lr: 1.215e-03, eta: 11:35:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8754, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.2186 2021-06-27 04:28:20,223 - mmaction - INFO - Epoch [171][240/1879] lr: 1.215e-03, eta: 11:34:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8676, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.2327 2021-06-27 04:29:05,129 - mmaction - INFO - Epoch [171][260/1879] lr: 1.215e-03, eta: 11:33:44, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8883, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.2564 2021-06-27 04:29:49,892 - mmaction - INFO - Epoch [171][280/1879] lr: 1.215e-03, eta: 11:32:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.2803 2021-06-27 04:30:34,720 - mmaction - INFO - Epoch [171][300/1879] lr: 1.215e-03, eta: 11:32:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8707, loss_cls: 1.2683, loss: 1.2683, grad_norm: 5.2361 2021-06-27 04:31:19,602 - mmaction - INFO - Epoch [171][320/1879] lr: 1.215e-03, eta: 11:31:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.2018 2021-06-27 04:32:04,527 - mmaction - INFO - Epoch [171][340/1879] lr: 1.215e-03, eta: 11:30:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8668, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.1848 2021-06-27 04:32:49,361 - mmaction - INFO - Epoch [171][360/1879] lr: 1.215e-03, eta: 11:29:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8773, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.1409 2021-06-27 04:33:34,277 - mmaction - INFO - Epoch [171][380/1879] lr: 1.215e-03, eta: 11:29:14, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8719, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.3447 2021-06-27 04:34:19,071 - mmaction - INFO - Epoch [171][400/1879] lr: 1.215e-03, eta: 11:28:29, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.1845 2021-06-27 04:35:03,947 - mmaction - INFO - Epoch [171][420/1879] lr: 1.215e-03, eta: 11:27:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.1788 2021-06-27 04:35:48,726 - mmaction - INFO - Epoch [171][440/1879] lr: 1.215e-03, eta: 11:26:59, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8805, loss_cls: 1.1765, loss: 1.1765, grad_norm: 5.1584 2021-06-27 04:36:33,571 - mmaction - INFO - Epoch [171][460/1879] lr: 1.215e-03, eta: 11:26:14, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.2403 2021-06-27 04:37:18,354 - mmaction - INFO - Epoch [171][480/1879] lr: 1.215e-03, eta: 11:25:29, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6824, top5_acc: 0.8750, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.2868 2021-06-27 04:38:03,098 - mmaction - INFO - Epoch [171][500/1879] lr: 1.215e-03, eta: 11:24:44, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8707, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.2498 2021-06-27 04:38:47,859 - mmaction - INFO - Epoch [171][520/1879] lr: 1.215e-03, eta: 11:24:00, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.2306 2021-06-27 04:39:32,604 - mmaction - INFO - Epoch [171][540/1879] lr: 1.215e-03, eta: 11:23:15, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8730, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.1789 2021-06-27 04:40:17,385 - mmaction - INFO - Epoch [171][560/1879] lr: 1.215e-03, eta: 11:22:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.1687 2021-06-27 04:41:02,281 - mmaction - INFO - Epoch [171][580/1879] lr: 1.215e-03, eta: 11:21:45, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8719, loss_cls: 1.2663, loss: 1.2663, grad_norm: 5.2190 2021-06-27 04:41:47,219 - mmaction - INFO - Epoch [171][600/1879] lr: 1.215e-03, eta: 11:21:00, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.2280 2021-06-27 04:42:32,081 - mmaction - INFO - Epoch [171][620/1879] lr: 1.215e-03, eta: 11:20:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8688, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.1724 2021-06-27 04:43:16,886 - mmaction - INFO - Epoch [171][640/1879] lr: 1.215e-03, eta: 11:19:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.2343 2021-06-27 04:44:01,703 - mmaction - INFO - Epoch [171][660/1879] lr: 1.215e-03, eta: 11:18:45, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.2181 2021-06-27 04:44:46,468 - mmaction - INFO - Epoch [171][680/1879] lr: 1.215e-03, eta: 11:18:00, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.2399 2021-06-27 04:45:31,233 - mmaction - INFO - Epoch [171][700/1879] lr: 1.215e-03, eta: 11:17:15, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8660, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.3789 2021-06-27 04:46:16,026 - mmaction - INFO - Epoch [171][720/1879] lr: 1.215e-03, eta: 11:16:30, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.2483 2021-06-27 04:47:00,909 - mmaction - INFO - Epoch [171][740/1879] lr: 1.215e-03, eta: 11:15:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8746, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.2755 2021-06-27 04:47:45,806 - mmaction - INFO - Epoch [171][760/1879] lr: 1.215e-03, eta: 11:15:00, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8652, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.1959 2021-06-27 04:48:30,655 - mmaction - INFO - Epoch [171][780/1879] lr: 1.215e-03, eta: 11:14:15, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8746, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.1651 2021-06-27 04:49:15,402 - mmaction - INFO - Epoch [171][800/1879] lr: 1.215e-03, eta: 11:13:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8773, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.2333 2021-06-27 04:50:00,155 - mmaction - INFO - Epoch [171][820/1879] lr: 1.215e-03, eta: 11:12:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8613, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.3058 2021-06-27 04:50:44,942 - mmaction - INFO - Epoch [171][840/1879] lr: 1.215e-03, eta: 11:12:01, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8746, loss_cls: 1.2650, loss: 1.2650, grad_norm: 5.2417 2021-06-27 04:51:29,761 - mmaction - INFO - Epoch [171][860/1879] lr: 1.215e-03, eta: 11:11:16, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8770, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.3383 2021-06-27 04:52:14,644 - mmaction - INFO - Epoch [171][880/1879] lr: 1.215e-03, eta: 11:10:31, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8688, loss_cls: 1.2656, loss: 1.2656, grad_norm: 5.2791 2021-06-27 04:52:59,531 - mmaction - INFO - Epoch [171][900/1879] lr: 1.215e-03, eta: 11:09:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.2781 2021-06-27 04:53:44,448 - mmaction - INFO - Epoch [171][920/1879] lr: 1.215e-03, eta: 11:09:01, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.1372 2021-06-27 04:54:29,264 - mmaction - INFO - Epoch [171][940/1879] lr: 1.215e-03, eta: 11:08:16, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.1727 2021-06-27 04:55:14,035 - mmaction - INFO - Epoch [171][960/1879] lr: 1.215e-03, eta: 11:07:31, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8699, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.2490 2021-06-27 04:55:58,923 - mmaction - INFO - Epoch [171][980/1879] lr: 1.215e-03, eta: 11:06:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8766, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.1925 2021-06-27 04:56:43,807 - mmaction - INFO - Epoch [171][1000/1879] lr: 1.215e-03, eta: 11:06:01, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2284, loss: 1.2284, grad_norm: 5.1368 2021-06-27 04:57:28,737 - mmaction - INFO - Epoch [171][1020/1879] lr: 1.215e-03, eta: 11:05:16, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.3193 2021-06-27 04:58:13,635 - mmaction - INFO - Epoch [171][1040/1879] lr: 1.215e-03, eta: 11:04:31, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8777, loss_cls: 1.2293, loss: 1.2293, grad_norm: 5.0895 2021-06-27 04:58:58,506 - mmaction - INFO - Epoch [171][1060/1879] lr: 1.215e-03, eta: 11:03:46, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.1908 2021-06-27 04:59:43,435 - mmaction - INFO - Epoch [171][1080/1879] lr: 1.215e-03, eta: 11:03:01, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8715, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.1956 2021-06-27 05:00:28,170 - mmaction - INFO - Epoch [171][1100/1879] lr: 1.215e-03, eta: 11:02:17, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.3207 2021-06-27 05:01:12,938 - mmaction - INFO - Epoch [171][1120/1879] lr: 1.215e-03, eta: 11:01:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.1273 2021-06-27 05:01:57,858 - mmaction - INFO - Epoch [171][1140/1879] lr: 1.215e-03, eta: 11:00:47, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8676, loss_cls: 1.2716, loss: 1.2716, grad_norm: 5.2526 2021-06-27 05:02:42,679 - mmaction - INFO - Epoch [171][1160/1879] lr: 1.215e-03, eta: 11:00:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8820, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.1988 2021-06-27 05:03:27,520 - mmaction - INFO - Epoch [171][1180/1879] lr: 1.215e-03, eta: 10:59:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8742, loss_cls: 1.2291, loss: 1.2291, grad_norm: 5.2228 2021-06-27 05:04:12,393 - mmaction - INFO - Epoch [171][1200/1879] lr: 1.215e-03, eta: 10:58:32, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8746, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.1384 2021-06-27 05:04:57,163 - mmaction - INFO - Epoch [171][1220/1879] lr: 1.215e-03, eta: 10:57:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8871, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.2549 2021-06-27 05:05:42,051 - mmaction - INFO - Epoch [171][1240/1879] lr: 1.215e-03, eta: 10:57:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8793, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.2313 2021-06-27 05:06:26,829 - mmaction - INFO - Epoch [171][1260/1879] lr: 1.215e-03, eta: 10:56:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8691, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.2961 2021-06-27 05:07:11,765 - mmaction - INFO - Epoch [171][1280/1879] lr: 1.215e-03, eta: 10:55:32, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.2485 2021-06-27 05:07:56,478 - mmaction - INFO - Epoch [171][1300/1879] lr: 1.215e-03, eta: 10:54:47, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8816, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.3294 2021-06-27 05:08:41,364 - mmaction - INFO - Epoch [171][1320/1879] lr: 1.215e-03, eta: 10:54:02, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6840, top5_acc: 0.8727, loss_cls: 1.2675, loss: 1.2675, grad_norm: 5.3255 2021-06-27 05:09:26,309 - mmaction - INFO - Epoch [171][1340/1879] lr: 1.215e-03, eta: 10:53:17, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8738, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.3364 2021-06-27 05:10:11,116 - mmaction - INFO - Epoch [171][1360/1879] lr: 1.215e-03, eta: 10:52:32, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8820, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.2075 2021-06-27 05:10:56,007 - mmaction - INFO - Epoch [171][1380/1879] lr: 1.215e-03, eta: 10:51:48, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8734, loss_cls: 1.2203, loss: 1.2203, grad_norm: 5.2280 2021-06-27 05:11:40,867 - mmaction - INFO - Epoch [171][1400/1879] lr: 1.215e-03, eta: 10:51:03, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8676, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.1973 2021-06-27 05:12:25,771 - mmaction - INFO - Epoch [171][1420/1879] lr: 1.215e-03, eta: 10:50:18, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.2304 2021-06-27 05:13:10,608 - mmaction - INFO - Epoch [171][1440/1879] lr: 1.215e-03, eta: 10:49:33, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8719, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.3566 2021-06-27 05:13:55,442 - mmaction - INFO - Epoch [171][1460/1879] lr: 1.215e-03, eta: 10:48:48, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.2270 2021-06-27 05:14:40,150 - mmaction - INFO - Epoch [171][1480/1879] lr: 1.215e-03, eta: 10:48:03, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.3032 2021-06-27 05:15:24,998 - mmaction - INFO - Epoch [171][1500/1879] lr: 1.215e-03, eta: 10:47:18, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2768, loss: 1.2768, grad_norm: 5.3908 2021-06-27 05:16:09,769 - mmaction - INFO - Epoch [171][1520/1879] lr: 1.215e-03, eta: 10:46:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8832, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.3080 2021-06-27 05:16:54,712 - mmaction - INFO - Epoch [171][1540/1879] lr: 1.215e-03, eta: 10:45:48, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8684, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.2600 2021-06-27 05:17:39,552 - mmaction - INFO - Epoch [171][1560/1879] lr: 1.215e-03, eta: 10:45:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8770, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.3144 2021-06-27 05:18:24,337 - mmaction - INFO - Epoch [171][1580/1879] lr: 1.215e-03, eta: 10:44:18, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8723, loss_cls: 1.2322, loss: 1.2322, grad_norm: 5.2750 2021-06-27 05:19:09,165 - mmaction - INFO - Epoch [171][1600/1879] lr: 1.215e-03, eta: 10:43:33, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.3505 2021-06-27 05:19:54,041 - mmaction - INFO - Epoch [171][1620/1879] lr: 1.215e-03, eta: 10:42:48, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.2957 2021-06-27 05:20:38,763 - mmaction - INFO - Epoch [171][1640/1879] lr: 1.215e-03, eta: 10:42:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8734, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.1851 2021-06-27 05:21:23,606 - mmaction - INFO - Epoch [171][1660/1879] lr: 1.215e-03, eta: 10:41:18, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6730, top5_acc: 0.8656, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.3164 2021-06-27 05:22:08,518 - mmaction - INFO - Epoch [171][1680/1879] lr: 1.215e-03, eta: 10:40:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8770, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.3034 2021-06-27 05:22:53,378 - mmaction - INFO - Epoch [171][1700/1879] lr: 1.215e-03, eta: 10:39:49, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.2184 2021-06-27 05:23:38,336 - mmaction - INFO - Epoch [171][1720/1879] lr: 1.215e-03, eta: 10:39:04, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8719, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.2094 2021-06-27 05:24:23,132 - mmaction - INFO - Epoch [171][1740/1879] lr: 1.215e-03, eta: 10:38:19, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8742, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.2656 2021-06-27 05:25:07,929 - mmaction - INFO - Epoch [171][1760/1879] lr: 1.215e-03, eta: 10:37:34, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2783, loss: 1.2783, grad_norm: 5.3187 2021-06-27 05:25:52,702 - mmaction - INFO - Epoch [171][1780/1879] lr: 1.215e-03, eta: 10:36:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6844, top5_acc: 0.8668, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.4032 2021-06-27 05:26:37,560 - mmaction - INFO - Epoch [171][1800/1879] lr: 1.215e-03, eta: 10:36:04, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8688, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.3318 2021-06-27 05:27:22,300 - mmaction - INFO - Epoch [171][1820/1879] lr: 1.215e-03, eta: 10:35:19, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.2943 2021-06-27 05:28:07,170 - mmaction - INFO - Epoch [171][1840/1879] lr: 1.215e-03, eta: 10:34:34, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.3195 2021-06-27 05:28:51,913 - mmaction - INFO - Epoch [171][1860/1879] lr: 1.215e-03, eta: 10:33:49, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8660, loss_cls: 1.2864, loss: 1.2864, grad_norm: 5.1910 2021-06-27 05:33:54,160 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 05:33:54,873 - mmaction - INFO - top1_acc 0.7067 top5_acc 0.8938 2021-06-27 05:33:54,883 - mmaction - INFO - Saving checkpoint at 171 epochs 2021-06-27 05:33:55,725 - mmaction - INFO - Epoch(val) [171][310] top1_acc: 0.7067, top5_acc: 0.8938 2021-06-27 05:35:25,928 - mmaction - INFO - Epoch [172][20/1879] lr: 9.849e-04, eta: 10:32:22, time: 4.510, data_time: 2.173, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2437, loss: 1.2437, grad_norm: 5.3222 2021-06-27 05:36:10,830 - mmaction - INFO - Epoch [172][40/1879] lr: 9.849e-04, eta: 10:31:37, time: 2.245, data_time: 0.003, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8691, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.1969 2021-06-27 05:36:55,739 - mmaction - INFO - Epoch [172][60/1879] lr: 9.849e-04, eta: 10:30:52, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8789, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.2519 2021-06-27 05:37:40,579 - mmaction - INFO - Epoch [172][80/1879] lr: 9.849e-04, eta: 10:30:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8785, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.1743 2021-06-27 05:38:25,554 - mmaction - INFO - Epoch [172][100/1879] lr: 9.849e-04, eta: 10:29:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8832, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.2740 2021-06-27 05:39:10,556 - mmaction - INFO - Epoch [172][120/1879] lr: 9.849e-04, eta: 10:28:37, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8691, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.3554 2021-06-27 05:39:55,425 - mmaction - INFO - Epoch [172][140/1879] lr: 9.849e-04, eta: 10:27:52, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.1240 2021-06-27 05:40:40,386 - mmaction - INFO - Epoch [172][160/1879] lr: 9.849e-04, eta: 10:27:07, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.2766 2021-06-27 05:41:25,268 - mmaction - INFO - Epoch [172][180/1879] lr: 9.849e-04, eta: 10:26:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8789, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.2408 2021-06-27 05:42:10,028 - mmaction - INFO - Epoch [172][200/1879] lr: 9.849e-04, eta: 10:25:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.2786 2021-06-27 05:42:54,975 - mmaction - INFO - Epoch [172][220/1879] lr: 9.849e-04, eta: 10:24:52, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8777, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.2578 2021-06-27 05:43:39,937 - mmaction - INFO - Epoch [172][240/1879] lr: 9.849e-04, eta: 10:24:08, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2123, loss: 1.2123, grad_norm: 5.3058 2021-06-27 05:44:25,000 - mmaction - INFO - Epoch [172][260/1879] lr: 9.849e-04, eta: 10:23:23, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8652, loss_cls: 1.2772, loss: 1.2772, grad_norm: 5.3198 2021-06-27 05:45:09,922 - mmaction - INFO - Epoch [172][280/1879] lr: 9.849e-04, eta: 10:22:38, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.2216 2021-06-27 05:45:54,717 - mmaction - INFO - Epoch [172][300/1879] lr: 9.849e-04, eta: 10:21:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8727, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.2421 2021-06-27 05:46:39,561 - mmaction - INFO - Epoch [172][320/1879] lr: 9.849e-04, eta: 10:21:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.2598 2021-06-27 05:47:24,414 - mmaction - INFO - Epoch [172][340/1879] lr: 9.849e-04, eta: 10:20:23, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.1740 2021-06-27 05:48:09,319 - mmaction - INFO - Epoch [172][360/1879] lr: 9.849e-04, eta: 10:19:38, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7211, top5_acc: 0.8879, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.0527 2021-06-27 05:48:54,128 - mmaction - INFO - Epoch [172][380/1879] lr: 9.849e-04, eta: 10:18:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6785, top5_acc: 0.8590, loss_cls: 1.3508, loss: 1.3508, grad_norm: 5.4374 2021-06-27 05:49:38,955 - mmaction - INFO - Epoch [172][400/1879] lr: 9.849e-04, eta: 10:18:08, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.1544 2021-06-27 05:50:23,769 - mmaction - INFO - Epoch [172][420/1879] lr: 9.849e-04, eta: 10:17:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8660, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.2941 2021-06-27 05:51:08,525 - mmaction - INFO - Epoch [172][440/1879] lr: 9.849e-04, eta: 10:16:38, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8652, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.4127 2021-06-27 05:51:53,403 - mmaction - INFO - Epoch [172][460/1879] lr: 9.849e-04, eta: 10:15:53, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.1708 2021-06-27 05:52:38,117 - mmaction - INFO - Epoch [172][480/1879] lr: 9.849e-04, eta: 10:15:08, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.1936 2021-06-27 05:53:22,834 - mmaction - INFO - Epoch [172][500/1879] lr: 9.849e-04, eta: 10:14:23, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8730, loss_cls: 1.2650, loss: 1.2650, grad_norm: 5.3571 2021-06-27 05:54:07,699 - mmaction - INFO - Epoch [172][520/1879] lr: 9.849e-04, eta: 10:13:38, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8711, loss_cls: 1.2787, loss: 1.2787, grad_norm: 5.3332 2021-06-27 05:54:52,519 - mmaction - INFO - Epoch [172][540/1879] lr: 9.849e-04, eta: 10:12:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8738, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.2385 2021-06-27 05:55:37,493 - mmaction - INFO - Epoch [172][560/1879] lr: 9.849e-04, eta: 10:12:09, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8738, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.2487 2021-06-27 05:56:22,398 - mmaction - INFO - Epoch [172][580/1879] lr: 9.849e-04, eta: 10:11:24, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8793, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.4468 2021-06-27 05:57:07,137 - mmaction - INFO - Epoch [172][600/1879] lr: 9.849e-04, eta: 10:10:39, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8758, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.1740 2021-06-27 05:57:52,118 - mmaction - INFO - Epoch [172][620/1879] lr: 9.849e-04, eta: 10:09:54, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.2784 2021-06-27 05:58:36,882 - mmaction - INFO - Epoch [172][640/1879] lr: 9.849e-04, eta: 10:09:09, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8754, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.2975 2021-06-27 05:59:21,758 - mmaction - INFO - Epoch [172][660/1879] lr: 9.849e-04, eta: 10:08:24, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8902, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.2015 2021-06-27 06:00:06,875 - mmaction - INFO - Epoch [172][680/1879] lr: 9.849e-04, eta: 10:07:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3317, loss: 1.3317, grad_norm: 5.4282 2021-06-27 06:00:56,081 - mmaction - INFO - Epoch [172][700/1879] lr: 9.849e-04, eta: 10:06:54, time: 2.464, data_time: 0.020, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8762, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.2749 2021-06-27 06:01:41,086 - mmaction - INFO - Epoch [172][720/1879] lr: 9.849e-04, eta: 10:06:09, time: 2.258, data_time: 0.016, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8742, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.3754 2021-06-27 06:02:26,022 - mmaction - INFO - Epoch [172][740/1879] lr: 9.849e-04, eta: 10:05:25, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8785, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.2770 2021-06-27 06:03:10,800 - mmaction - INFO - Epoch [172][760/1879] lr: 9.849e-04, eta: 10:04:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8836, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.2554 2021-06-27 06:03:55,684 - mmaction - INFO - Epoch [172][780/1879] lr: 9.849e-04, eta: 10:03:55, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6734, top5_acc: 0.8637, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.4361 2021-06-27 06:04:40,518 - mmaction - INFO - Epoch [172][800/1879] lr: 9.849e-04, eta: 10:03:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8816, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.2514 2021-06-27 06:05:25,395 - mmaction - INFO - Epoch [172][820/1879] lr: 9.849e-04, eta: 10:02:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.2905 2021-06-27 06:06:10,172 - mmaction - INFO - Epoch [172][840/1879] lr: 9.849e-04, eta: 10:01:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.1554 2021-06-27 06:06:54,984 - mmaction - INFO - Epoch [172][860/1879] lr: 9.849e-04, eta: 10:00:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6855, top5_acc: 0.8738, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.4118 2021-06-27 06:07:39,858 - mmaction - INFO - Epoch [172][880/1879] lr: 9.849e-04, eta: 10:00:10, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8824, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.2587 2021-06-27 06:08:24,786 - mmaction - INFO - Epoch [172][900/1879] lr: 9.849e-04, eta: 9:59:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8703, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.2822 2021-06-27 06:09:09,534 - mmaction - INFO - Epoch [172][920/1879] lr: 9.849e-04, eta: 9:58:40, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8629, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.1994 2021-06-27 06:09:54,481 - mmaction - INFO - Epoch [172][940/1879] lr: 9.849e-04, eta: 9:57:55, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.2909 2021-06-27 06:10:39,406 - mmaction - INFO - Epoch [172][960/1879] lr: 9.849e-04, eta: 9:57:10, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8574, loss_cls: 1.3604, loss: 1.3604, grad_norm: 5.3795 2021-06-27 06:11:24,208 - mmaction - INFO - Epoch [172][980/1879] lr: 9.849e-04, eta: 9:56:25, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8828, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.3342 2021-06-27 06:12:09,120 - mmaction - INFO - Epoch [172][1000/1879] lr: 9.849e-04, eta: 9:55:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.4188 2021-06-27 06:12:53,976 - mmaction - INFO - Epoch [172][1020/1879] lr: 9.849e-04, eta: 9:54:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8871, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.2507 2021-06-27 06:13:38,976 - mmaction - INFO - Epoch [172][1040/1879] lr: 9.849e-04, eta: 9:54:11, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2822, loss: 1.2822, grad_norm: 5.3973 2021-06-27 06:14:23,935 - mmaction - INFO - Epoch [172][1060/1879] lr: 9.849e-04, eta: 9:53:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8707, loss_cls: 1.2517, loss: 1.2517, grad_norm: 5.3179 2021-06-27 06:15:08,747 - mmaction - INFO - Epoch [172][1080/1879] lr: 9.849e-04, eta: 9:52:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8773, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.3786 2021-06-27 06:15:53,694 - mmaction - INFO - Epoch [172][1100/1879] lr: 9.849e-04, eta: 9:51:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8711, loss_cls: 1.2361, loss: 1.2361, grad_norm: 5.1960 2021-06-27 06:16:38,495 - mmaction - INFO - Epoch [172][1120/1879] lr: 9.849e-04, eta: 9:51:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8801, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.1511 2021-06-27 06:17:23,322 - mmaction - INFO - Epoch [172][1140/1879] lr: 9.849e-04, eta: 9:50:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8809, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.1967 2021-06-27 06:18:08,211 - mmaction - INFO - Epoch [172][1160/1879] lr: 9.849e-04, eta: 9:49:41, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.2023 2021-06-27 06:18:53,140 - mmaction - INFO - Epoch [172][1180/1879] lr: 9.849e-04, eta: 9:48:56, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923, grad_norm: 5.2280 2021-06-27 06:19:38,032 - mmaction - INFO - Epoch [172][1200/1879] lr: 9.849e-04, eta: 9:48:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8770, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.2974 2021-06-27 06:20:22,854 - mmaction - INFO - Epoch [172][1220/1879] lr: 9.849e-04, eta: 9:47:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8762, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.2959 2021-06-27 06:21:07,780 - mmaction - INFO - Epoch [172][1240/1879] lr: 9.849e-04, eta: 9:46:41, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8691, loss_cls: 1.2704, loss: 1.2704, grad_norm: 5.3428 2021-06-27 06:21:52,633 - mmaction - INFO - Epoch [172][1260/1879] lr: 9.849e-04, eta: 9:45:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8770, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.2999 2021-06-27 06:22:37,559 - mmaction - INFO - Epoch [172][1280/1879] lr: 9.849e-04, eta: 9:45:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3572, loss: 1.3572, grad_norm: 5.4212 2021-06-27 06:23:22,484 - mmaction - INFO - Epoch [172][1300/1879] lr: 9.849e-04, eta: 9:44:27, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8746, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.3300 2021-06-27 06:24:07,275 - mmaction - INFO - Epoch [172][1320/1879] lr: 9.849e-04, eta: 9:43:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.4540 2021-06-27 06:24:52,237 - mmaction - INFO - Epoch [172][1340/1879] lr: 9.849e-04, eta: 9:42:57, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8773, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.3283 2021-06-27 06:25:37,256 - mmaction - INFO - Epoch [172][1360/1879] lr: 9.849e-04, eta: 9:42:12, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.2545 2021-06-27 06:26:22,044 - mmaction - INFO - Epoch [172][1380/1879] lr: 9.849e-04, eta: 9:41:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8707, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.3654 2021-06-27 06:27:06,959 - mmaction - INFO - Epoch [172][1400/1879] lr: 9.849e-04, eta: 9:40:42, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8801, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.2549 2021-06-27 06:27:51,813 - mmaction - INFO - Epoch [172][1420/1879] lr: 9.849e-04, eta: 9:39:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8742, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.2331 2021-06-27 06:28:36,655 - mmaction - INFO - Epoch [172][1440/1879] lr: 9.849e-04, eta: 9:39:12, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8750, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.2763 2021-06-27 06:29:21,622 - mmaction - INFO - Epoch [172][1460/1879] lr: 9.849e-04, eta: 9:38:27, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8750, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.2409 2021-06-27 06:30:06,588 - mmaction - INFO - Epoch [172][1480/1879] lr: 9.849e-04, eta: 9:37:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6801, top5_acc: 0.8723, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.5893 2021-06-27 06:30:51,316 - mmaction - INFO - Epoch [172][1500/1879] lr: 9.849e-04, eta: 9:36:57, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8801, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.3243 2021-06-27 06:31:35,998 - mmaction - INFO - Epoch [172][1520/1879] lr: 9.849e-04, eta: 9:36:12, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8852, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.1897 2021-06-27 06:32:20,837 - mmaction - INFO - Epoch [172][1540/1879] lr: 9.849e-04, eta: 9:35:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.2666 2021-06-27 06:33:05,686 - mmaction - INFO - Epoch [172][1560/1879] lr: 9.849e-04, eta: 9:34:42, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8652, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.3506 2021-06-27 06:33:50,538 - mmaction - INFO - Epoch [172][1580/1879] lr: 9.849e-04, eta: 9:33:57, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8742, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.2926 2021-06-27 06:34:35,487 - mmaction - INFO - Epoch [172][1600/1879] lr: 9.849e-04, eta: 9:33:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8672, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.3069 2021-06-27 06:35:20,378 - mmaction - INFO - Epoch [172][1620/1879] lr: 9.849e-04, eta: 9:32:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6797, top5_acc: 0.8691, loss_cls: 1.3043, loss: 1.3043, grad_norm: 5.3960 2021-06-27 06:36:05,185 - mmaction - INFO - Epoch [172][1640/1879] lr: 9.849e-04, eta: 9:31:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8797, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.2046 2021-06-27 06:36:49,977 - mmaction - INFO - Epoch [172][1660/1879] lr: 9.849e-04, eta: 9:30:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8734, loss_cls: 1.2592, loss: 1.2592, grad_norm: 5.3591 2021-06-27 06:37:34,704 - mmaction - INFO - Epoch [172][1680/1879] lr: 9.849e-04, eta: 9:30:13, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8816, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.2282 2021-06-27 06:38:19,502 - mmaction - INFO - Epoch [172][1700/1879] lr: 9.849e-04, eta: 9:29:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8758, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.2973 2021-06-27 06:39:04,372 - mmaction - INFO - Epoch [172][1720/1879] lr: 9.849e-04, eta: 9:28:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8699, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.4408 2021-06-27 06:39:49,426 - mmaction - INFO - Epoch [172][1740/1879] lr: 9.849e-04, eta: 9:27:58, time: 2.253, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8867, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.2191 2021-06-27 06:40:34,288 - mmaction - INFO - Epoch [172][1760/1879] lr: 9.849e-04, eta: 9:27:13, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.2175 2021-06-27 06:41:19,236 - mmaction - INFO - Epoch [172][1780/1879] lr: 9.849e-04, eta: 9:26:28, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8715, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.2772 2021-06-27 06:42:04,064 - mmaction - INFO - Epoch [172][1800/1879] lr: 9.849e-04, eta: 9:25:43, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8738, loss_cls: 1.2851, loss: 1.2851, grad_norm: 5.4619 2021-06-27 06:42:49,050 - mmaction - INFO - Epoch [172][1820/1879] lr: 9.849e-04, eta: 9:24:58, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.2848 2021-06-27 06:43:33,805 - mmaction - INFO - Epoch [172][1840/1879] lr: 9.849e-04, eta: 9:24:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2886, loss: 1.2886, grad_norm: 5.4040 2021-06-27 06:44:18,718 - mmaction - INFO - Epoch [172][1860/1879] lr: 9.849e-04, eta: 9:23:28, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.1973 2021-06-27 06:50:20,395 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 06:50:21,081 - mmaction - INFO - top1_acc 0.7075 top5_acc 0.8961 2021-06-27 06:50:21,444 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_172.pth. 2021-06-27 06:50:21,445 - mmaction - INFO - Best top1_acc is 0.7075 at 172 epoch. 2021-06-27 06:50:21,472 - mmaction - INFO - Saving checkpoint at 172 epochs 2021-06-27 06:50:21,650 - mmaction - INFO - Epoch(val) [172][310] top1_acc: 0.7075, top5_acc: 0.8961 2021-06-27 06:51:52,608 - mmaction - INFO - Epoch [173][20/1879] lr: 7.786e-04, eta: 9:22:01, time: 4.548, data_time: 2.248, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.3050 2021-06-27 06:52:37,554 - mmaction - INFO - Epoch [173][40/1879] lr: 7.786e-04, eta: 9:21:16, time: 2.247, data_time: 0.002, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8762, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.4061 2021-06-27 06:53:22,485 - mmaction - INFO - Epoch [173][60/1879] lr: 7.786e-04, eta: 9:20:31, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.2960, loss: 1.2960, grad_norm: 5.4414 2021-06-27 06:54:07,437 - mmaction - INFO - Epoch [173][80/1879] lr: 7.786e-04, eta: 9:19:46, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8766, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.2375 2021-06-27 06:54:52,330 - mmaction - INFO - Epoch [173][100/1879] lr: 7.786e-04, eta: 9:19:01, time: 2.245, data_time: 0.002, memory: 7544, top1_acc: 0.6777, top5_acc: 0.8750, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.3150 2021-06-27 06:55:37,323 - mmaction - INFO - Epoch [173][120/1879] lr: 7.786e-04, eta: 9:18:16, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8691, loss_cls: 1.2721, loss: 1.2721, grad_norm: 5.3883 2021-06-27 06:56:22,250 - mmaction - INFO - Epoch [173][140/1879] lr: 7.786e-04, eta: 9:17:31, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8809, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.2864 2021-06-27 06:57:07,093 - mmaction - INFO - Epoch [173][160/1879] lr: 7.786e-04, eta: 9:16:47, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.2129 2021-06-27 06:57:51,920 - mmaction - INFO - Epoch [173][180/1879] lr: 7.786e-04, eta: 9:16:02, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8855, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.1182 2021-06-27 06:58:36,845 - mmaction - INFO - Epoch [173][200/1879] lr: 7.786e-04, eta: 9:15:17, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.1828 2021-06-27 06:59:21,844 - mmaction - INFO - Epoch [173][220/1879] lr: 7.786e-04, eta: 9:14:32, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8820, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.2513 2021-06-27 07:00:06,741 - mmaction - INFO - Epoch [173][240/1879] lr: 7.786e-04, eta: 9:13:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8691, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.2954 2021-06-27 07:00:51,595 - mmaction - INFO - Epoch [173][260/1879] lr: 7.786e-04, eta: 9:13:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8773, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.1741 2021-06-27 07:01:36,408 - mmaction - INFO - Epoch [173][280/1879] lr: 7.786e-04, eta: 9:12:17, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8758, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.2888 2021-06-27 07:02:21,395 - mmaction - INFO - Epoch [173][300/1879] lr: 7.786e-04, eta: 9:11:32, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8840, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.2033 2021-06-27 07:03:06,279 - mmaction - INFO - Epoch [173][320/1879] lr: 7.786e-04, eta: 9:10:47, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8668, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.2653 2021-06-27 07:03:50,978 - mmaction - INFO - Epoch [173][340/1879] lr: 7.786e-04, eta: 9:10:02, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8719, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.2207 2021-06-27 07:04:35,689 - mmaction - INFO - Epoch [173][360/1879] lr: 7.786e-04, eta: 9:09:17, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.2304 2021-06-27 07:05:20,726 - mmaction - INFO - Epoch [173][380/1879] lr: 7.786e-04, eta: 9:08:32, time: 2.252, data_time: 0.000, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8762, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.2814 2021-06-27 07:06:05,590 - mmaction - INFO - Epoch [173][400/1879] lr: 7.786e-04, eta: 9:07:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8871, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.1758 2021-06-27 07:06:50,487 - mmaction - INFO - Epoch [173][420/1879] lr: 7.786e-04, eta: 9:07:02, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.3497 2021-06-27 07:07:35,357 - mmaction - INFO - Epoch [173][440/1879] lr: 7.786e-04, eta: 9:06:18, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6738, top5_acc: 0.8562, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.4258 2021-06-27 07:08:20,250 - mmaction - INFO - Epoch [173][460/1879] lr: 7.786e-04, eta: 9:05:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8656, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.2894 2021-06-27 07:09:05,082 - mmaction - INFO - Epoch [173][480/1879] lr: 7.786e-04, eta: 9:04:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8867, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.3065 2021-06-27 07:09:49,872 - mmaction - INFO - Epoch [173][500/1879] lr: 7.786e-04, eta: 9:04:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8691, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.3514 2021-06-27 07:10:34,804 - mmaction - INFO - Epoch [173][520/1879] lr: 7.786e-04, eta: 9:03:18, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8742, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.2944 2021-06-27 07:11:19,556 - mmaction - INFO - Epoch [173][540/1879] lr: 7.786e-04, eta: 9:02:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.2772 2021-06-27 07:12:04,531 - mmaction - INFO - Epoch [173][560/1879] lr: 7.786e-04, eta: 9:01:48, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8645, loss_cls: 1.2822, loss: 1.2822, grad_norm: 5.2928 2021-06-27 07:12:49,402 - mmaction - INFO - Epoch [173][580/1879] lr: 7.786e-04, eta: 9:01:03, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8773, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.3470 2021-06-27 07:13:34,368 - mmaction - INFO - Epoch [173][600/1879] lr: 7.786e-04, eta: 9:00:18, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8785, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.3072 2021-06-27 07:14:19,324 - mmaction - INFO - Epoch [173][620/1879] lr: 7.786e-04, eta: 8:59:33, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8629, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.3951 2021-06-27 07:15:04,101 - mmaction - INFO - Epoch [173][640/1879] lr: 7.786e-04, eta: 8:58:48, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8762, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.2221 2021-06-27 07:15:48,997 - mmaction - INFO - Epoch [173][660/1879] lr: 7.786e-04, eta: 8:58:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8828, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.2645 2021-06-27 07:16:33,860 - mmaction - INFO - Epoch [173][680/1879] lr: 7.786e-04, eta: 8:57:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8844, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.1708 2021-06-27 07:17:18,627 - mmaction - INFO - Epoch [173][700/1879] lr: 7.786e-04, eta: 8:56:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8855, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.3321 2021-06-27 07:18:03,583 - mmaction - INFO - Epoch [173][720/1879] lr: 7.786e-04, eta: 8:55:49, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8684, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.3312 2021-06-27 07:18:48,407 - mmaction - INFO - Epoch [173][740/1879] lr: 7.786e-04, eta: 8:55:04, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8738, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.3426 2021-06-27 07:19:33,373 - mmaction - INFO - Epoch [173][760/1879] lr: 7.786e-04, eta: 8:54:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3079 2021-06-27 07:20:18,287 - mmaction - INFO - Epoch [173][780/1879] lr: 7.786e-04, eta: 8:53:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8805, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.2545 2021-06-27 07:21:03,232 - mmaction - INFO - Epoch [173][800/1879] lr: 7.786e-04, eta: 8:52:49, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8926, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.2869 2021-06-27 07:21:48,131 - mmaction - INFO - Epoch [173][820/1879] lr: 7.786e-04, eta: 8:52:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.3303 2021-06-27 07:22:32,977 - mmaction - INFO - Epoch [173][840/1879] lr: 7.786e-04, eta: 8:51:19, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8836, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.3351 2021-06-27 07:23:17,749 - mmaction - INFO - Epoch [173][860/1879] lr: 7.786e-04, eta: 8:50:34, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.3215 2021-06-27 07:24:02,536 - mmaction - INFO - Epoch [173][880/1879] lr: 7.786e-04, eta: 8:49:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.3998 2021-06-27 07:24:47,326 - mmaction - INFO - Epoch [173][900/1879] lr: 7.786e-04, eta: 8:49:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.3710 2021-06-27 07:25:32,254 - mmaction - INFO - Epoch [173][920/1879] lr: 7.786e-04, eta: 8:48:19, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8641, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.2942 2021-06-27 07:26:17,072 - mmaction - INFO - Epoch [173][940/1879] lr: 7.786e-04, eta: 8:47:34, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8777, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.2923 2021-06-27 07:27:01,917 - mmaction - INFO - Epoch [173][960/1879] lr: 7.786e-04, eta: 8:46:49, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8684, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.2887 2021-06-27 07:27:46,708 - mmaction - INFO - Epoch [173][980/1879] lr: 7.786e-04, eta: 8:46:04, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8680, loss_cls: 1.2819, loss: 1.2819, grad_norm: 5.3929 2021-06-27 07:28:31,639 - mmaction - INFO - Epoch [173][1000/1879] lr: 7.786e-04, eta: 8:45:20, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8824, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.3227 2021-06-27 07:29:16,450 - mmaction - INFO - Epoch [173][1020/1879] lr: 7.786e-04, eta: 8:44:35, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8754, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.2609 2021-06-27 07:30:01,250 - mmaction - INFO - Epoch [173][1040/1879] lr: 7.786e-04, eta: 8:43:50, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.3222 2021-06-27 07:30:46,079 - mmaction - INFO - Epoch [173][1060/1879] lr: 7.786e-04, eta: 8:43:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2221, loss: 1.2221, grad_norm: 5.3679 2021-06-27 07:31:31,005 - mmaction - INFO - Epoch [173][1080/1879] lr: 7.786e-04, eta: 8:42:20, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8754, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.2957 2021-06-27 07:32:15,870 - mmaction - INFO - Epoch [173][1100/1879] lr: 7.786e-04, eta: 8:41:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8746, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.2712 2021-06-27 07:33:00,749 - mmaction - INFO - Epoch [173][1120/1879] lr: 7.786e-04, eta: 8:40:50, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6867, top5_acc: 0.8754, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.3039 2021-06-27 07:33:45,564 - mmaction - INFO - Epoch [173][1140/1879] lr: 7.786e-04, eta: 8:40:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.2677 2021-06-27 07:34:30,279 - mmaction - INFO - Epoch [173][1160/1879] lr: 7.786e-04, eta: 8:39:20, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8695, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.2762 2021-06-27 07:35:15,313 - mmaction - INFO - Epoch [173][1180/1879] lr: 7.786e-04, eta: 8:38:35, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8777, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.2831 2021-06-27 07:36:00,226 - mmaction - INFO - Epoch [173][1200/1879] lr: 7.786e-04, eta: 8:37:50, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8777, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.2667 2021-06-27 07:36:45,078 - mmaction - INFO - Epoch [173][1220/1879] lr: 7.786e-04, eta: 8:37:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6832, top5_acc: 0.8688, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.4578 2021-06-27 07:37:29,987 - mmaction - INFO - Epoch [173][1240/1879] lr: 7.786e-04, eta: 8:36:20, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.3791 2021-06-27 07:38:14,883 - mmaction - INFO - Epoch [173][1260/1879] lr: 7.786e-04, eta: 8:35:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8734, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.2337 2021-06-27 07:38:59,522 - mmaction - INFO - Epoch [173][1280/1879] lr: 7.786e-04, eta: 8:34:51, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8723, loss_cls: 1.2643, loss: 1.2643, grad_norm: 5.4350 2021-06-27 07:39:44,269 - mmaction - INFO - Epoch [173][1300/1879] lr: 7.786e-04, eta: 8:34:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8871, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.3408 2021-06-27 07:40:29,023 - mmaction - INFO - Epoch [173][1320/1879] lr: 7.786e-04, eta: 8:33:21, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8629, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.4522 2021-06-27 07:41:13,858 - mmaction - INFO - Epoch [173][1340/1879] lr: 7.786e-04, eta: 8:32:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2532, loss: 1.2532, grad_norm: 5.5030 2021-06-27 07:41:58,667 - mmaction - INFO - Epoch [173][1360/1879] lr: 7.786e-04, eta: 8:31:51, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8727, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.3608 2021-06-27 07:42:43,494 - mmaction - INFO - Epoch [173][1380/1879] lr: 7.786e-04, eta: 8:31:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8809, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.2774 2021-06-27 07:43:28,280 - mmaction - INFO - Epoch [173][1400/1879] lr: 7.786e-04, eta: 8:30:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.2962 2021-06-27 07:44:13,121 - mmaction - INFO - Epoch [173][1420/1879] lr: 7.786e-04, eta: 8:29:36, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.2508 2021-06-27 07:44:57,952 - mmaction - INFO - Epoch [173][1440/1879] lr: 7.786e-04, eta: 8:28:51, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8758, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.3540 2021-06-27 07:45:42,776 - mmaction - INFO - Epoch [173][1460/1879] lr: 7.786e-04, eta: 8:28:06, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8863, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.2859 2021-06-27 07:46:27,717 - mmaction - INFO - Epoch [173][1480/1879] lr: 7.786e-04, eta: 8:27:21, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8793, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.3091 2021-06-27 07:47:12,650 - mmaction - INFO - Epoch [173][1500/1879] lr: 7.786e-04, eta: 8:26:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8707, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.4144 2021-06-27 07:47:57,430 - mmaction - INFO - Epoch [173][1520/1879] lr: 7.786e-04, eta: 8:25:51, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8785, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.2960 2021-06-27 07:48:42,144 - mmaction - INFO - Epoch [173][1540/1879] lr: 7.786e-04, eta: 8:25:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.3019 2021-06-27 07:49:26,957 - mmaction - INFO - Epoch [173][1560/1879] lr: 7.786e-04, eta: 8:24:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8770, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.2708 2021-06-27 07:50:11,869 - mmaction - INFO - Epoch [173][1580/1879] lr: 7.786e-04, eta: 8:23:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8762, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.3785 2021-06-27 07:50:56,629 - mmaction - INFO - Epoch [173][1600/1879] lr: 7.786e-04, eta: 8:22:52, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.3531 2021-06-27 07:51:41,451 - mmaction - INFO - Epoch [173][1620/1879] lr: 7.786e-04, eta: 8:22:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8820, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.1721 2021-06-27 07:52:26,336 - mmaction - INFO - Epoch [173][1640/1879] lr: 7.786e-04, eta: 8:21:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8770, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.1950 2021-06-27 07:53:11,192 - mmaction - INFO - Epoch [173][1660/1879] lr: 7.786e-04, eta: 8:20:37, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8754, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.4078 2021-06-27 07:53:55,979 - mmaction - INFO - Epoch [173][1680/1879] lr: 7.786e-04, eta: 8:19:52, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8809, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.3079 2021-06-27 07:54:40,927 - mmaction - INFO - Epoch [173][1700/1879] lr: 7.786e-04, eta: 8:19:07, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.2366 2021-06-27 07:55:25,914 - mmaction - INFO - Epoch [173][1720/1879] lr: 7.786e-04, eta: 8:18:22, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8770, loss_cls: 1.2170, loss: 1.2170, grad_norm: 5.2888 2021-06-27 07:56:10,720 - mmaction - INFO - Epoch [173][1740/1879] lr: 7.786e-04, eta: 8:17:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8785, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.3991 2021-06-27 07:56:55,446 - mmaction - INFO - Epoch [173][1760/1879] lr: 7.786e-04, eta: 8:16:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8617, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.3736 2021-06-27 07:57:40,295 - mmaction - INFO - Epoch [173][1780/1879] lr: 7.786e-04, eta: 8:16:07, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8781, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.3413 2021-06-27 07:58:25,125 - mmaction - INFO - Epoch [173][1800/1879] lr: 7.786e-04, eta: 8:15:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.2561 2021-06-27 07:59:10,030 - mmaction - INFO - Epoch [173][1820/1879] lr: 7.786e-04, eta: 8:14:37, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8824, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.1797 2021-06-27 07:59:54,885 - mmaction - INFO - Epoch [173][1840/1879] lr: 7.786e-04, eta: 8:13:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.3292, loss: 1.3292, grad_norm: 5.3435 2021-06-27 08:00:39,903 - mmaction - INFO - Epoch [173][1860/1879] lr: 7.786e-04, eta: 8:13:08, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.7184, top5_acc: 0.8926, loss_cls: 1.1405, loss: 1.1405, grad_norm: 5.1281 2021-06-27 08:05:41,875 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 08:05:42,599 - mmaction - INFO - top1_acc 0.7093 top5_acc 0.8958 2021-06-27 08:05:42,807 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_173.pth. 2021-06-27 08:05:42,808 - mmaction - INFO - Best top1_acc is 0.7093 at 173 epoch. 2021-06-27 08:05:42,815 - mmaction - INFO - Saving checkpoint at 173 epochs 2021-06-27 08:05:43,170 - mmaction - INFO - Epoch(val) [173][310] top1_acc: 0.7093, top5_acc: 0.8958 2021-06-27 08:07:13,871 - mmaction - INFO - Epoch [174][20/1879] lr: 5.963e-04, eta: 8:11:40, time: 4.535, data_time: 2.251, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8816, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.1678 2021-06-27 08:07:58,729 - mmaction - INFO - Epoch [174][40/1879] lr: 5.963e-04, eta: 8:10:55, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8859, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.3598 2021-06-27 08:08:43,569 - mmaction - INFO - Epoch [174][60/1879] lr: 5.963e-04, eta: 8:10:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8777, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.4568 2021-06-27 08:09:28,385 - mmaction - INFO - Epoch [174][80/1879] lr: 5.963e-04, eta: 8:09:25, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8867, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.4426 2021-06-27 08:10:13,340 - mmaction - INFO - Epoch [174][100/1879] lr: 5.963e-04, eta: 8:08:40, time: 2.248, data_time: 0.002, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8766, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.3923 2021-06-27 08:10:58,191 - mmaction - INFO - Epoch [174][120/1879] lr: 5.963e-04, eta: 8:07:55, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8988, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.2293 2021-06-27 08:11:43,120 - mmaction - INFO - Epoch [174][140/1879] lr: 5.963e-04, eta: 8:07:11, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8754, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.2878 2021-06-27 08:12:28,022 - mmaction - INFO - Epoch [174][160/1879] lr: 5.963e-04, eta: 8:06:26, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6770, top5_acc: 0.8707, loss_cls: 1.3112, loss: 1.3112, grad_norm: 5.5458 2021-06-27 08:13:12,959 - mmaction - INFO - Epoch [174][180/1879] lr: 5.963e-04, eta: 8:05:41, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2427, loss: 1.2427, grad_norm: 5.2659 2021-06-27 08:13:57,903 - mmaction - INFO - Epoch [174][200/1879] lr: 5.963e-04, eta: 8:04:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8824, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.3896 2021-06-27 08:14:42,718 - mmaction - INFO - Epoch [174][220/1879] lr: 5.963e-04, eta: 8:04:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8707, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.3711 2021-06-27 08:15:27,534 - mmaction - INFO - Epoch [174][240/1879] lr: 5.963e-04, eta: 8:03:26, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8699, loss_cls: 1.2805, loss: 1.2805, grad_norm: 5.4223 2021-06-27 08:16:12,369 - mmaction - INFO - Epoch [174][260/1879] lr: 5.963e-04, eta: 8:02:41, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8832, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.2193 2021-06-27 08:16:57,052 - mmaction - INFO - Epoch [174][280/1879] lr: 5.963e-04, eta: 8:01:56, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8840, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.1609 2021-06-27 08:17:41,877 - mmaction - INFO - Epoch [174][300/1879] lr: 5.963e-04, eta: 8:01:11, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.3929 2021-06-27 08:18:26,749 - mmaction - INFO - Epoch [174][320/1879] lr: 5.963e-04, eta: 8:00:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7242, top5_acc: 0.8871, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.2032 2021-06-27 08:19:11,670 - mmaction - INFO - Epoch [174][340/1879] lr: 5.963e-04, eta: 7:59:41, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.5500 2021-06-27 08:19:56,532 - mmaction - INFO - Epoch [174][360/1879] lr: 5.963e-04, eta: 7:58:56, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8855, loss_cls: 1.1622, loss: 1.1622, grad_norm: 5.2161 2021-06-27 08:20:41,433 - mmaction - INFO - Epoch [174][380/1879] lr: 5.963e-04, eta: 7:58:11, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6883, top5_acc: 0.8730, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.3412 2021-06-27 08:21:26,358 - mmaction - INFO - Epoch [174][400/1879] lr: 5.963e-04, eta: 7:57:26, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8773, loss_cls: 1.2151, loss: 1.2151, grad_norm: 5.2739 2021-06-27 08:22:11,364 - mmaction - INFO - Epoch [174][420/1879] lr: 5.963e-04, eta: 7:56:42, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8727, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.3608 2021-06-27 08:22:56,373 - mmaction - INFO - Epoch [174][440/1879] lr: 5.963e-04, eta: 7:55:57, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8777, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.3797 2021-06-27 08:23:41,264 - mmaction - INFO - Epoch [174][460/1879] lr: 5.963e-04, eta: 7:55:12, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.2591 2021-06-27 08:24:26,107 - mmaction - INFO - Epoch [174][480/1879] lr: 5.963e-04, eta: 7:54:27, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6898, top5_acc: 0.8699, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.4361 2021-06-27 08:25:10,881 - mmaction - INFO - Epoch [174][500/1879] lr: 5.963e-04, eta: 7:53:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8723, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.3224 2021-06-27 08:25:55,788 - mmaction - INFO - Epoch [174][520/1879] lr: 5.963e-04, eta: 7:52:57, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8824, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.3631 2021-06-27 08:26:40,584 - mmaction - INFO - Epoch [174][540/1879] lr: 5.963e-04, eta: 7:52:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8762, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.2552 2021-06-27 08:27:25,491 - mmaction - INFO - Epoch [174][560/1879] lr: 5.963e-04, eta: 7:51:27, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8762, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.4143 2021-06-27 08:28:10,224 - mmaction - INFO - Epoch [174][580/1879] lr: 5.963e-04, eta: 7:50:42, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.3693 2021-06-27 08:28:55,057 - mmaction - INFO - Epoch [174][600/1879] lr: 5.963e-04, eta: 7:49:57, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.2338 2021-06-27 08:29:39,975 - mmaction - INFO - Epoch [174][620/1879] lr: 5.963e-04, eta: 7:49:12, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8754, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.2976 2021-06-27 08:30:24,745 - mmaction - INFO - Epoch [174][640/1879] lr: 5.963e-04, eta: 7:48:27, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8766, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.3697 2021-06-27 08:31:09,591 - mmaction - INFO - Epoch [174][660/1879] lr: 5.963e-04, eta: 7:47:42, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8766, loss_cls: 1.2061, loss: 1.2061, grad_norm: 5.1382 2021-06-27 08:31:54,411 - mmaction - INFO - Epoch [174][680/1879] lr: 5.963e-04, eta: 7:46:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8777, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.3874 2021-06-27 08:32:39,350 - mmaction - INFO - Epoch [174][700/1879] lr: 5.963e-04, eta: 7:46:13, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8723, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.4673 2021-06-27 08:33:24,233 - mmaction - INFO - Epoch [174][720/1879] lr: 5.963e-04, eta: 7:45:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8684, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.3846 2021-06-27 08:34:09,225 - mmaction - INFO - Epoch [174][740/1879] lr: 5.963e-04, eta: 7:44:43, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8867, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.4178 2021-06-27 08:34:54,100 - mmaction - INFO - Epoch [174][760/1879] lr: 5.963e-04, eta: 7:43:58, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8848, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.1342 2021-06-27 08:35:38,897 - mmaction - INFO - Epoch [174][780/1879] lr: 5.963e-04, eta: 7:43:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8906, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.3109 2021-06-27 08:36:23,699 - mmaction - INFO - Epoch [174][800/1879] lr: 5.963e-04, eta: 7:42:28, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2865, loss: 1.2865, grad_norm: 5.4254 2021-06-27 08:37:08,550 - mmaction - INFO - Epoch [174][820/1879] lr: 5.963e-04, eta: 7:41:43, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8777, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.3631 2021-06-27 08:37:53,321 - mmaction - INFO - Epoch [174][840/1879] lr: 5.963e-04, eta: 7:40:58, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8793, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.5232 2021-06-27 08:38:38,145 - mmaction - INFO - Epoch [174][860/1879] lr: 5.963e-04, eta: 7:40:13, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8793, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.2037 2021-06-27 08:39:22,990 - mmaction - INFO - Epoch [174][880/1879] lr: 5.963e-04, eta: 7:39:28, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8793, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.2996 2021-06-27 08:40:07,759 - mmaction - INFO - Epoch [174][900/1879] lr: 5.963e-04, eta: 7:38:43, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8840, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.4797 2021-06-27 08:40:52,585 - mmaction - INFO - Epoch [174][920/1879] lr: 5.963e-04, eta: 7:37:58, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7250, top5_acc: 0.8926, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.1578 2021-06-27 08:41:37,428 - mmaction - INFO - Epoch [174][940/1879] lr: 5.963e-04, eta: 7:37:13, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8809, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.1426 2021-06-27 08:42:22,160 - mmaction - INFO - Epoch [174][960/1879] lr: 5.963e-04, eta: 7:36:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.3628 2021-06-27 08:43:07,047 - mmaction - INFO - Epoch [174][980/1879] lr: 5.963e-04, eta: 7:35:44, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8770, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.3525 2021-06-27 08:43:51,885 - mmaction - INFO - Epoch [174][1000/1879] lr: 5.963e-04, eta: 7:34:59, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8805, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.3735 2021-06-27 08:44:36,751 - mmaction - INFO - Epoch [174][1020/1879] lr: 5.963e-04, eta: 7:34:14, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.2480 2021-06-27 08:45:21,504 - mmaction - INFO - Epoch [174][1040/1879] lr: 5.963e-04, eta: 7:33:29, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8848, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.3455 2021-06-27 08:46:06,259 - mmaction - INFO - Epoch [174][1060/1879] lr: 5.963e-04, eta: 7:32:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8855, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.3111 2021-06-27 08:46:51,081 - mmaction - INFO - Epoch [174][1080/1879] lr: 5.963e-04, eta: 7:31:59, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2693, loss: 1.2693, grad_norm: 5.3572 2021-06-27 08:47:35,896 - mmaction - INFO - Epoch [174][1100/1879] lr: 5.963e-04, eta: 7:31:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7191, top5_acc: 0.8859, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.2583 2021-06-27 08:48:20,663 - mmaction - INFO - Epoch [174][1120/1879] lr: 5.963e-04, eta: 7:30:29, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.4196 2021-06-27 08:49:05,435 - mmaction - INFO - Epoch [174][1140/1879] lr: 5.963e-04, eta: 7:29:44, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.3642 2021-06-27 08:49:50,361 - mmaction - INFO - Epoch [174][1160/1879] lr: 5.963e-04, eta: 7:28:59, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8746, loss_cls: 1.2628, loss: 1.2628, grad_norm: 5.3877 2021-06-27 08:50:35,261 - mmaction - INFO - Epoch [174][1180/1879] lr: 5.963e-04, eta: 7:28:14, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8801, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.3978 2021-06-27 08:51:20,105 - mmaction - INFO - Epoch [174][1200/1879] lr: 5.963e-04, eta: 7:27:29, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6934, top5_acc: 0.8680, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.3042 2021-06-27 08:52:04,870 - mmaction - INFO - Epoch [174][1220/1879] lr: 5.963e-04, eta: 7:26:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6914, top5_acc: 0.8699, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.3926 2021-06-27 08:52:49,720 - mmaction - INFO - Epoch [174][1240/1879] lr: 5.963e-04, eta: 7:25:59, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8914, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.3397 2021-06-27 08:53:34,608 - mmaction - INFO - Epoch [174][1260/1879] lr: 5.963e-04, eta: 7:25:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.2584 2021-06-27 08:54:19,394 - mmaction - INFO - Epoch [174][1280/1879] lr: 5.963e-04, eta: 7:24:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.3252 2021-06-27 08:55:04,267 - mmaction - INFO - Epoch [174][1300/1879] lr: 5.963e-04, eta: 7:23:45, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8898, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.1803 2021-06-27 08:55:49,070 - mmaction - INFO - Epoch [174][1320/1879] lr: 5.963e-04, eta: 7:23:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1820, loss: 1.1820, grad_norm: 5.3189 2021-06-27 08:56:33,805 - mmaction - INFO - Epoch [174][1340/1879] lr: 5.963e-04, eta: 7:22:15, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8773, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.3359 2021-06-27 08:57:18,613 - mmaction - INFO - Epoch [174][1360/1879] lr: 5.963e-04, eta: 7:21:30, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.2579 2021-06-27 08:58:03,438 - mmaction - INFO - Epoch [174][1380/1879] lr: 5.963e-04, eta: 7:20:45, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.4586 2021-06-27 08:58:48,313 - mmaction - INFO - Epoch [174][1400/1879] lr: 5.963e-04, eta: 7:20:00, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.3851 2021-06-27 08:59:33,197 - mmaction - INFO - Epoch [174][1420/1879] lr: 5.963e-04, eta: 7:19:15, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8629, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.4766 2021-06-27 09:00:18,060 - mmaction - INFO - Epoch [174][1440/1879] lr: 5.963e-04, eta: 7:18:30, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8715, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.3929 2021-06-27 09:01:02,859 - mmaction - INFO - Epoch [174][1460/1879] lr: 5.963e-04, eta: 7:17:45, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8773, loss_cls: 1.2207, loss: 1.2207, grad_norm: 5.3128 2021-06-27 09:01:47,590 - mmaction - INFO - Epoch [174][1480/1879] lr: 5.963e-04, eta: 7:17:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.2402 2021-06-27 09:02:32,428 - mmaction - INFO - Epoch [174][1500/1879] lr: 5.963e-04, eta: 7:16:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8711, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.4190 2021-06-27 09:03:17,122 - mmaction - INFO - Epoch [174][1520/1879] lr: 5.963e-04, eta: 7:15:30, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8609, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.3692 2021-06-27 09:04:01,906 - mmaction - INFO - Epoch [174][1540/1879] lr: 5.963e-04, eta: 7:14:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8840, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.3608 2021-06-27 09:04:46,644 - mmaction - INFO - Epoch [174][1560/1879] lr: 5.963e-04, eta: 7:14:01, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.3447 2021-06-27 09:05:31,529 - mmaction - INFO - Epoch [174][1580/1879] lr: 5.963e-04, eta: 7:13:16, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.2830 2021-06-27 09:06:16,223 - mmaction - INFO - Epoch [174][1600/1879] lr: 5.963e-04, eta: 7:12:31, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3180 2021-06-27 09:07:01,048 - mmaction - INFO - Epoch [174][1620/1879] lr: 5.963e-04, eta: 7:11:46, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.3693 2021-06-27 09:07:46,096 - mmaction - INFO - Epoch [174][1640/1879] lr: 5.963e-04, eta: 7:11:01, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2569, loss: 1.2569, grad_norm: 5.3260 2021-06-27 09:08:30,932 - mmaction - INFO - Epoch [174][1660/1879] lr: 5.963e-04, eta: 7:10:16, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8738, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.4911 2021-06-27 09:09:15,869 - mmaction - INFO - Epoch [174][1680/1879] lr: 5.963e-04, eta: 7:09:31, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.4289 2021-06-27 09:10:00,633 - mmaction - INFO - Epoch [174][1700/1879] lr: 5.963e-04, eta: 7:08:46, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8750, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.3031 2021-06-27 09:10:45,455 - mmaction - INFO - Epoch [174][1720/1879] lr: 5.963e-04, eta: 7:08:01, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8801, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.4166 2021-06-27 09:11:30,326 - mmaction - INFO - Epoch [174][1740/1879] lr: 5.963e-04, eta: 7:07:16, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8816, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.2385 2021-06-27 09:12:15,270 - mmaction - INFO - Epoch [174][1760/1879] lr: 5.963e-04, eta: 7:06:31, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8676, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.4103 2021-06-27 09:13:00,118 - mmaction - INFO - Epoch [174][1780/1879] lr: 5.963e-04, eta: 7:05:46, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6887, top5_acc: 0.8738, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.4546 2021-06-27 09:13:45,025 - mmaction - INFO - Epoch [174][1800/1879] lr: 5.963e-04, eta: 7:05:01, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8816, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.2739 2021-06-27 09:14:29,789 - mmaction - INFO - Epoch [174][1820/1879] lr: 5.963e-04, eta: 7:04:17, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8762, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.3490 2021-06-27 09:15:14,730 - mmaction - INFO - Epoch [174][1840/1879] lr: 5.963e-04, eta: 7:03:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8801, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.3508 2021-06-27 09:15:59,514 - mmaction - INFO - Epoch [174][1860/1879] lr: 5.963e-04, eta: 7:02:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.4227 2021-06-27 09:21:00,122 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 09:21:00,826 - mmaction - INFO - top1_acc 0.7116 top5_acc 0.8964 2021-06-27 09:21:01,216 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_174.pth. 2021-06-27 09:21:01,216 - mmaction - INFO - Best top1_acc is 0.7116 at 174 epoch. 2021-06-27 09:21:01,229 - mmaction - INFO - Saving checkpoint at 174 epochs 2021-06-27 09:21:01,448 - mmaction - INFO - Epoch(val) [174][310] top1_acc: 0.7116, top5_acc: 0.8964 2021-06-27 09:22:32,202 - mmaction - INFO - Epoch [175][20/1879] lr: 4.382e-04, eta: 7:01:19, time: 4.537, data_time: 2.249, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8895, loss_cls: 1.1765, loss: 1.1765, grad_norm: 5.2943 2021-06-27 09:23:17,079 - mmaction - INFO - Epoch [175][40/1879] lr: 4.382e-04, eta: 7:00:34, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8617, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.2678 2021-06-27 09:24:01,933 - mmaction - INFO - Epoch [175][60/1879] lr: 4.382e-04, eta: 6:59:49, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.5048 2021-06-27 09:24:46,873 - mmaction - INFO - Epoch [175][80/1879] lr: 4.382e-04, eta: 6:59:04, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1962, loss: 1.1962, grad_norm: 5.3264 2021-06-27 09:25:31,865 - mmaction - INFO - Epoch [175][100/1879] lr: 4.382e-04, eta: 6:58:19, time: 2.250, data_time: 0.002, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8684, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.2533 2021-06-27 09:26:16,843 - mmaction - INFO - Epoch [175][120/1879] lr: 4.382e-04, eta: 6:57:35, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8715, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.4592 2021-06-27 09:27:01,804 - mmaction - INFO - Epoch [175][140/1879] lr: 4.382e-04, eta: 6:56:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8754, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.3714 2021-06-27 09:27:46,648 - mmaction - INFO - Epoch [175][160/1879] lr: 4.382e-04, eta: 6:56:05, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8781, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.3649 2021-06-27 09:28:31,535 - mmaction - INFO - Epoch [175][180/1879] lr: 4.382e-04, eta: 6:55:20, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8848, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.4027 2021-06-27 09:29:16,305 - mmaction - INFO - Epoch [175][200/1879] lr: 4.382e-04, eta: 6:54:35, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8832, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.3243 2021-06-27 09:30:01,261 - mmaction - INFO - Epoch [175][220/1879] lr: 4.382e-04, eta: 6:53:50, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8711, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.2841 2021-06-27 09:30:46,112 - mmaction - INFO - Epoch [175][240/1879] lr: 4.382e-04, eta: 6:53:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.4407 2021-06-27 09:31:31,105 - mmaction - INFO - Epoch [175][260/1879] lr: 4.382e-04, eta: 6:52:20, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8820, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.4006 2021-06-27 09:32:15,961 - mmaction - INFO - Epoch [175][280/1879] lr: 4.382e-04, eta: 6:51:35, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7223, top5_acc: 0.8812, loss_cls: 1.1828, loss: 1.1828, grad_norm: 5.1784 2021-06-27 09:33:00,867 - mmaction - INFO - Epoch [175][300/1879] lr: 4.382e-04, eta: 6:50:50, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6879, top5_acc: 0.8734, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.4103 2021-06-27 09:33:45,883 - mmaction - INFO - Epoch [175][320/1879] lr: 4.382e-04, eta: 6:50:05, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1598, loss: 1.1598, grad_norm: 5.2875 2021-06-27 09:34:30,691 - mmaction - INFO - Epoch [175][340/1879] lr: 4.382e-04, eta: 6:49:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.2421 2021-06-27 09:35:15,587 - mmaction - INFO - Epoch [175][360/1879] lr: 4.382e-04, eta: 6:48:35, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8707, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.4677 2021-06-27 09:36:00,411 - mmaction - INFO - Epoch [175][380/1879] lr: 4.382e-04, eta: 6:47:51, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8762, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.4371 2021-06-27 09:36:45,221 - mmaction - INFO - Epoch [175][400/1879] lr: 4.382e-04, eta: 6:47:06, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8762, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.4250 2021-06-27 09:37:30,171 - mmaction - INFO - Epoch [175][420/1879] lr: 4.382e-04, eta: 6:46:21, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8859, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.2835 2021-06-27 09:38:15,020 - mmaction - INFO - Epoch [175][440/1879] lr: 4.382e-04, eta: 6:45:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.4261 2021-06-27 09:39:00,055 - mmaction - INFO - Epoch [175][460/1879] lr: 4.382e-04, eta: 6:44:51, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2725, loss: 1.2725, grad_norm: 5.3857 2021-06-27 09:39:44,816 - mmaction - INFO - Epoch [175][480/1879] lr: 4.382e-04, eta: 6:44:06, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8832, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.3201 2021-06-27 09:40:29,610 - mmaction - INFO - Epoch [175][500/1879] lr: 4.382e-04, eta: 6:43:21, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.2514 2021-06-27 09:41:14,546 - mmaction - INFO - Epoch [175][520/1879] lr: 4.382e-04, eta: 6:42:36, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8832, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.2593 2021-06-27 09:41:59,470 - mmaction - INFO - Epoch [175][540/1879] lr: 4.382e-04, eta: 6:41:51, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.4097 2021-06-27 09:42:44,320 - mmaction - INFO - Epoch [175][560/1879] lr: 4.382e-04, eta: 6:41:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8801, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.3354 2021-06-27 09:43:29,154 - mmaction - INFO - Epoch [175][580/1879] lr: 4.382e-04, eta: 6:40:21, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8805, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.3596 2021-06-27 09:44:14,144 - mmaction - INFO - Epoch [175][600/1879] lr: 4.382e-04, eta: 6:39:36, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8879, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.2469 2021-06-27 09:44:59,011 - mmaction - INFO - Epoch [175][620/1879] lr: 4.382e-04, eta: 6:38:51, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8707, loss_cls: 1.2855, loss: 1.2855, grad_norm: 5.4579 2021-06-27 09:45:43,950 - mmaction - INFO - Epoch [175][640/1879] lr: 4.382e-04, eta: 6:38:06, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8742, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.4425 2021-06-27 09:46:28,857 - mmaction - INFO - Epoch [175][660/1879] lr: 4.382e-04, eta: 6:37:22, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8812, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.2609 2021-06-27 09:47:13,833 - mmaction - INFO - Epoch [175][680/1879] lr: 4.382e-04, eta: 6:36:37, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8875, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.3328 2021-06-27 09:47:58,560 - mmaction - INFO - Epoch [175][700/1879] lr: 4.382e-04, eta: 6:35:52, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8828, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.3600 2021-06-27 09:48:43,496 - mmaction - INFO - Epoch [175][720/1879] lr: 4.382e-04, eta: 6:35:07, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8820, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.3203 2021-06-27 09:49:28,325 - mmaction - INFO - Epoch [175][740/1879] lr: 4.382e-04, eta: 6:34:22, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.4003 2021-06-27 09:50:13,158 - mmaction - INFO - Epoch [175][760/1879] lr: 4.382e-04, eta: 6:33:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8777, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3248 2021-06-27 09:50:58,002 - mmaction - INFO - Epoch [175][780/1879] lr: 4.382e-04, eta: 6:32:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8801, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.4557 2021-06-27 09:51:42,873 - mmaction - INFO - Epoch [175][800/1879] lr: 4.382e-04, eta: 6:32:07, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8785, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.3696 2021-06-27 09:52:27,643 - mmaction - INFO - Epoch [175][820/1879] lr: 4.382e-04, eta: 6:31:22, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8754, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.2984 2021-06-27 09:53:12,483 - mmaction - INFO - Epoch [175][840/1879] lr: 4.382e-04, eta: 6:30:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.2971 2021-06-27 09:53:57,218 - mmaction - INFO - Epoch [175][860/1879] lr: 4.382e-04, eta: 6:29:52, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8723, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.3460 2021-06-27 09:54:42,056 - mmaction - INFO - Epoch [175][880/1879] lr: 4.382e-04, eta: 6:29:07, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8668, loss_cls: 1.2431, loss: 1.2431, grad_norm: 5.4012 2021-06-27 09:55:26,796 - mmaction - INFO - Epoch [175][900/1879] lr: 4.382e-04, eta: 6:28:22, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2166, loss: 1.2166, grad_norm: 5.4136 2021-06-27 09:56:11,636 - mmaction - INFO - Epoch [175][920/1879] lr: 4.382e-04, eta: 6:27:37, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8684, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.3818 2021-06-27 09:56:56,453 - mmaction - INFO - Epoch [175][940/1879] lr: 4.382e-04, eta: 6:26:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8957, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.2952 2021-06-27 09:57:41,288 - mmaction - INFO - Epoch [175][960/1879] lr: 4.382e-04, eta: 6:26:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8910, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.2887 2021-06-27 09:58:26,304 - mmaction - INFO - Epoch [175][980/1879] lr: 4.382e-04, eta: 6:25:23, time: 2.251, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8820, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.3183 2021-06-27 09:59:11,273 - mmaction - INFO - Epoch [175][1000/1879] lr: 4.382e-04, eta: 6:24:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1814, loss: 1.1814, grad_norm: 5.3312 2021-06-27 09:59:56,064 - mmaction - INFO - Epoch [175][1020/1879] lr: 4.382e-04, eta: 6:23:53, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8793, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.2941 2021-06-27 10:00:40,825 - mmaction - INFO - Epoch [175][1040/1879] lr: 4.382e-04, eta: 6:23:08, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8734, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.5373 2021-06-27 10:01:25,523 - mmaction - INFO - Epoch [175][1060/1879] lr: 4.382e-04, eta: 6:22:23, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8863, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.2041 2021-06-27 10:02:10,492 - mmaction - INFO - Epoch [175][1080/1879] lr: 4.382e-04, eta: 6:21:38, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8719, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.3733 2021-06-27 10:02:55,357 - mmaction - INFO - Epoch [175][1100/1879] lr: 4.382e-04, eta: 6:20:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8824, loss_cls: 1.2138, loss: 1.2138, grad_norm: 5.4649 2021-06-27 10:03:40,259 - mmaction - INFO - Epoch [175][1120/1879] lr: 4.382e-04, eta: 6:20:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8750, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.4504 2021-06-27 10:04:24,946 - mmaction - INFO - Epoch [175][1140/1879] lr: 4.382e-04, eta: 6:19:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8809, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.3206 2021-06-27 10:05:09,693 - mmaction - INFO - Epoch [175][1160/1879] lr: 4.382e-04, eta: 6:18:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8723, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.4139 2021-06-27 10:05:54,384 - mmaction - INFO - Epoch [175][1180/1879] lr: 4.382e-04, eta: 6:17:53, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8793, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.5494 2021-06-27 10:06:39,083 - mmaction - INFO - Epoch [175][1200/1879] lr: 4.382e-04, eta: 6:17:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8777, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.3788 2021-06-27 10:07:23,955 - mmaction - INFO - Epoch [175][1220/1879] lr: 4.382e-04, eta: 6:16:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8809, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.3666 2021-06-27 10:08:08,765 - mmaction - INFO - Epoch [175][1240/1879] lr: 4.382e-04, eta: 6:15:39, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.4330 2021-06-27 10:08:53,540 - mmaction - INFO - Epoch [175][1260/1879] lr: 4.382e-04, eta: 6:14:54, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.3560 2021-06-27 10:09:38,346 - mmaction - INFO - Epoch [175][1280/1879] lr: 4.382e-04, eta: 6:14:09, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8914, loss_cls: 1.1609, loss: 1.1609, grad_norm: 5.2147 2021-06-27 10:10:23,298 - mmaction - INFO - Epoch [175][1300/1879] lr: 4.382e-04, eta: 6:13:24, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8785, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.3814 2021-06-27 10:11:08,187 - mmaction - INFO - Epoch [175][1320/1879] lr: 4.382e-04, eta: 6:12:39, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2312, loss: 1.2312, grad_norm: 5.3455 2021-06-27 10:11:53,068 - mmaction - INFO - Epoch [175][1340/1879] lr: 4.382e-04, eta: 6:11:54, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1775, loss: 1.1775, grad_norm: 5.2154 2021-06-27 10:12:37,930 - mmaction - INFO - Epoch [175][1360/1879] lr: 4.382e-04, eta: 6:11:09, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1762, loss: 1.1762, grad_norm: 5.3516 2021-06-27 10:13:22,698 - mmaction - INFO - Epoch [175][1380/1879] lr: 4.382e-04, eta: 6:10:24, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8910, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.2451 2021-06-27 10:14:07,412 - mmaction - INFO - Epoch [175][1400/1879] lr: 4.382e-04, eta: 6:09:39, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8801, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.3991 2021-06-27 10:14:52,332 - mmaction - INFO - Epoch [175][1420/1879] lr: 4.382e-04, eta: 6:08:54, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8848, loss_cls: 1.2065, loss: 1.2065, grad_norm: 5.3348 2021-06-27 10:15:37,155 - mmaction - INFO - Epoch [175][1440/1879] lr: 4.382e-04, eta: 6:08:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6684, top5_acc: 0.8625, loss_cls: 1.3115, loss: 1.3115, grad_norm: 5.5430 2021-06-27 10:16:21,821 - mmaction - INFO - Epoch [175][1460/1879] lr: 4.382e-04, eta: 6:07:24, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.3853 2021-06-27 10:17:06,698 - mmaction - INFO - Epoch [175][1480/1879] lr: 4.382e-04, eta: 6:06:39, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8801, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.3415 2021-06-27 10:17:51,518 - mmaction - INFO - Epoch [175][1500/1879] lr: 4.382e-04, eta: 6:05:55, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8730, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3735 2021-06-27 10:18:36,375 - mmaction - INFO - Epoch [175][1520/1879] lr: 4.382e-04, eta: 6:05:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.2377 2021-06-27 10:19:21,159 - mmaction - INFO - Epoch [175][1540/1879] lr: 4.382e-04, eta: 6:04:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8695, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.3715 2021-06-27 10:20:06,033 - mmaction - INFO - Epoch [175][1560/1879] lr: 4.382e-04, eta: 6:03:40, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.2773 2021-06-27 10:20:50,790 - mmaction - INFO - Epoch [175][1580/1879] lr: 4.382e-04, eta: 6:02:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1816, loss: 1.1816, grad_norm: 5.3215 2021-06-27 10:21:35,624 - mmaction - INFO - Epoch [175][1600/1879] lr: 4.382e-04, eta: 6:02:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8723, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.2962 2021-06-27 10:22:20,552 - mmaction - INFO - Epoch [175][1620/1879] lr: 4.382e-04, eta: 6:01:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1692, loss: 1.1692, grad_norm: 5.3688 2021-06-27 10:23:05,411 - mmaction - INFO - Epoch [175][1640/1879] lr: 4.382e-04, eta: 6:00:40, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8691, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.3034 2021-06-27 10:23:50,181 - mmaction - INFO - Epoch [175][1660/1879] lr: 4.382e-04, eta: 5:59:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8828, loss_cls: 1.1859, loss: 1.1859, grad_norm: 5.3229 2021-06-27 10:24:35,062 - mmaction - INFO - Epoch [175][1680/1879] lr: 4.382e-04, eta: 5:59:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8855, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.3536 2021-06-27 10:25:19,919 - mmaction - INFO - Epoch [175][1700/1879] lr: 4.382e-04, eta: 5:58:25, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8801, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.3465 2021-06-27 10:26:04,603 - mmaction - INFO - Epoch [175][1720/1879] lr: 4.382e-04, eta: 5:57:40, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.4091 2021-06-27 10:26:49,506 - mmaction - INFO - Epoch [175][1740/1879] lr: 4.382e-04, eta: 5:56:55, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8762, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.4077 2021-06-27 10:27:34,298 - mmaction - INFO - Epoch [175][1760/1879] lr: 4.382e-04, eta: 5:56:10, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8809, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.3275 2021-06-27 10:28:19,003 - mmaction - INFO - Epoch [175][1780/1879] lr: 4.382e-04, eta: 5:55:26, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8816, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.3426 2021-06-27 10:29:03,947 - mmaction - INFO - Epoch [175][1800/1879] lr: 4.382e-04, eta: 5:54:41, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8766, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.4506 2021-06-27 10:29:48,889 - mmaction - INFO - Epoch [175][1820/1879] lr: 4.382e-04, eta: 5:53:56, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6891, top5_acc: 0.8699, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.4856 2021-06-27 10:30:33,714 - mmaction - INFO - Epoch [175][1840/1879] lr: 4.382e-04, eta: 5:53:11, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8844, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.1961 2021-06-27 10:31:18,627 - mmaction - INFO - Epoch [175][1860/1879] lr: 4.382e-04, eta: 5:52:26, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8898, loss_cls: 1.1867, loss: 1.1867, grad_norm: 5.3018 2021-06-27 10:36:18,720 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 10:36:19,401 - mmaction - INFO - top1_acc 0.7118 top5_acc 0.8986 2021-06-27 10:36:20,174 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_175.pth. 2021-06-27 10:36:20,174 - mmaction - INFO - Best top1_acc is 0.7118 at 175 epoch. 2021-06-27 10:36:20,181 - mmaction - INFO - Saving checkpoint at 175 epochs 2021-06-27 10:36:20,932 - mmaction - INFO - Epoch(val) [175][310] top1_acc: 0.7118, top5_acc: 0.8986 2021-06-27 10:37:50,600 - mmaction - INFO - Epoch [176][20/1879] lr: 3.044e-04, eta: 5:50:58, time: 4.483, data_time: 2.149, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.4101 2021-06-27 10:38:35,618 - mmaction - INFO - Epoch [176][40/1879] lr: 3.044e-04, eta: 5:50:13, time: 2.251, data_time: 0.003, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8832, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.2918 2021-06-27 10:39:20,535 - mmaction - INFO - Epoch [176][60/1879] lr: 3.044e-04, eta: 5:49:28, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8707, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.4544 2021-06-27 10:40:05,494 - mmaction - INFO - Epoch [176][80/1879] lr: 3.044e-04, eta: 5:48:44, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8801, loss_cls: 1.2146, loss: 1.2146, grad_norm: 5.9197 2021-06-27 10:40:50,466 - mmaction - INFO - Epoch [176][100/1879] lr: 3.044e-04, eta: 5:47:59, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8816, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.3374 2021-06-27 10:41:35,289 - mmaction - INFO - Epoch [176][120/1879] lr: 3.044e-04, eta: 5:47:14, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8891, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.2283 2021-06-27 10:42:20,139 - mmaction - INFO - Epoch [176][140/1879] lr: 3.044e-04, eta: 5:46:29, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7230, top5_acc: 0.8922, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.1330 2021-06-27 10:43:05,129 - mmaction - INFO - Epoch [176][160/1879] lr: 3.044e-04, eta: 5:45:44, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8738, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.4960 2021-06-27 10:43:50,073 - mmaction - INFO - Epoch [176][180/1879] lr: 3.044e-04, eta: 5:44:59, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8754, loss_cls: 1.2427, loss: 1.2427, grad_norm: 5.4062 2021-06-27 10:44:34,890 - mmaction - INFO - Epoch [176][200/1879] lr: 3.044e-04, eta: 5:44:14, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8824, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.3977 2021-06-27 10:45:19,827 - mmaction - INFO - Epoch [176][220/1879] lr: 3.044e-04, eta: 5:43:29, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8648, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.4485 2021-06-27 10:46:04,582 - mmaction - INFO - Epoch [176][240/1879] lr: 3.044e-04, eta: 5:42:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8738, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.2182 2021-06-27 10:46:49,452 - mmaction - INFO - Epoch [176][260/1879] lr: 3.044e-04, eta: 5:41:59, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8801, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.3930 2021-06-27 10:47:34,247 - mmaction - INFO - Epoch [176][280/1879] lr: 3.044e-04, eta: 5:41:14, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8688, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.4809 2021-06-27 10:48:19,117 - mmaction - INFO - Epoch [176][300/1879] lr: 3.044e-04, eta: 5:40:29, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8895, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.2067 2021-06-27 10:49:03,959 - mmaction - INFO - Epoch [176][320/1879] lr: 3.044e-04, eta: 5:39:44, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8695, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.4639 2021-06-27 10:49:48,843 - mmaction - INFO - Epoch [176][340/1879] lr: 3.044e-04, eta: 5:38:59, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8879, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.3397 2021-06-27 10:50:33,711 - mmaction - INFO - Epoch [176][360/1879] lr: 3.044e-04, eta: 5:38:15, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8699, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.4073 2021-06-27 10:51:18,526 - mmaction - INFO - Epoch [176][380/1879] lr: 3.044e-04, eta: 5:37:30, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8797, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.3660 2021-06-27 10:52:03,307 - mmaction - INFO - Epoch [176][400/1879] lr: 3.044e-04, eta: 5:36:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.3672 2021-06-27 10:52:48,137 - mmaction - INFO - Epoch [176][420/1879] lr: 3.044e-04, eta: 5:36:00, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.3807 2021-06-27 10:53:32,950 - mmaction - INFO - Epoch [176][440/1879] lr: 3.044e-04, eta: 5:35:15, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.2263 2021-06-27 10:54:17,759 - mmaction - INFO - Epoch [176][460/1879] lr: 3.044e-04, eta: 5:34:30, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8777, loss_cls: 1.1789, loss: 1.1789, grad_norm: 5.3039 2021-06-27 10:55:02,534 - mmaction - INFO - Epoch [176][480/1879] lr: 3.044e-04, eta: 5:33:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8777, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.2771 2021-06-27 10:55:47,311 - mmaction - INFO - Epoch [176][500/1879] lr: 3.044e-04, eta: 5:33:00, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8793, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.2735 2021-06-27 10:56:32,060 - mmaction - INFO - Epoch [176][520/1879] lr: 3.044e-04, eta: 5:32:15, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6965, top5_acc: 0.8797, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.3585 2021-06-27 10:57:16,741 - mmaction - INFO - Epoch [176][540/1879] lr: 3.044e-04, eta: 5:31:30, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8871, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.2695 2021-06-27 10:58:01,466 - mmaction - INFO - Epoch [176][560/1879] lr: 3.044e-04, eta: 5:30:45, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8723, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.5639 2021-06-27 10:58:46,313 - mmaction - INFO - Epoch [176][580/1879] lr: 3.044e-04, eta: 5:30:00, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8812, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.3566 2021-06-27 10:59:31,171 - mmaction - INFO - Epoch [176][600/1879] lr: 3.044e-04, eta: 5:29:15, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.3739 2021-06-27 11:00:16,067 - mmaction - INFO - Epoch [176][620/1879] lr: 3.044e-04, eta: 5:28:30, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8879, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.2816 2021-06-27 11:01:00,919 - mmaction - INFO - Epoch [176][640/1879] lr: 3.044e-04, eta: 5:27:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8910, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.3399 2021-06-27 11:01:45,766 - mmaction - INFO - Epoch [176][660/1879] lr: 3.044e-04, eta: 5:27:01, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.3728 2021-06-27 11:02:30,505 - mmaction - INFO - Epoch [176][680/1879] lr: 3.044e-04, eta: 5:26:16, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8871, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.3915 2021-06-27 11:03:15,343 - mmaction - INFO - Epoch [176][700/1879] lr: 3.044e-04, eta: 5:25:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7223, top5_acc: 0.8824, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.1866 2021-06-27 11:04:00,134 - mmaction - INFO - Epoch [176][720/1879] lr: 3.044e-04, eta: 5:24:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.3283 2021-06-27 11:04:44,990 - mmaction - INFO - Epoch [176][740/1879] lr: 3.044e-04, eta: 5:24:01, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8816, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.3037 2021-06-27 11:05:29,953 - mmaction - INFO - Epoch [176][760/1879] lr: 3.044e-04, eta: 5:23:16, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7309, top5_acc: 0.8859, loss_cls: 1.1420, loss: 1.1420, grad_norm: 5.1848 2021-06-27 11:06:14,710 - mmaction - INFO - Epoch [176][780/1879] lr: 3.044e-04, eta: 5:22:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.4351 2021-06-27 11:06:59,519 - mmaction - INFO - Epoch [176][800/1879] lr: 3.044e-04, eta: 5:21:46, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8824, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.3766 2021-06-27 11:07:44,323 - mmaction - INFO - Epoch [176][820/1879] lr: 3.044e-04, eta: 5:21:01, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6957, top5_acc: 0.8664, loss_cls: 1.2752, loss: 1.2752, grad_norm: 5.5220 2021-06-27 11:08:29,013 - mmaction - INFO - Epoch [176][840/1879] lr: 3.044e-04, eta: 5:20:16, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8816, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.4436 2021-06-27 11:09:13,834 - mmaction - INFO - Epoch [176][860/1879] lr: 3.044e-04, eta: 5:19:31, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.2543 2021-06-27 11:09:58,611 - mmaction - INFO - Epoch [176][880/1879] lr: 3.044e-04, eta: 5:18:46, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8703, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.3765 2021-06-27 11:10:43,261 - mmaction - INFO - Epoch [176][900/1879] lr: 3.044e-04, eta: 5:18:01, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.3100 2021-06-27 11:11:28,011 - mmaction - INFO - Epoch [176][920/1879] lr: 3.044e-04, eta: 5:17:17, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6746, top5_acc: 0.8605, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.6484 2021-06-27 11:12:12,953 - mmaction - INFO - Epoch [176][940/1879] lr: 3.044e-04, eta: 5:16:32, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8703, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.3851 2021-06-27 11:12:57,683 - mmaction - INFO - Epoch [176][960/1879] lr: 3.044e-04, eta: 5:15:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.3188 2021-06-27 11:13:42,478 - mmaction - INFO - Epoch [176][980/1879] lr: 3.044e-04, eta: 5:15:02, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8832, loss_cls: 1.1917, loss: 1.1917, grad_norm: 5.3407 2021-06-27 11:14:27,344 - mmaction - INFO - Epoch [176][1000/1879] lr: 3.044e-04, eta: 5:14:17, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8777, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.3419 2021-06-27 11:15:12,082 - mmaction - INFO - Epoch [176][1020/1879] lr: 3.044e-04, eta: 5:13:32, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7254, top5_acc: 0.8832, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.2725 2021-06-27 11:15:56,863 - mmaction - INFO - Epoch [176][1040/1879] lr: 3.044e-04, eta: 5:12:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8938, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.2676 2021-06-27 11:16:41,572 - mmaction - INFO - Epoch [176][1060/1879] lr: 3.044e-04, eta: 5:12:02, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.7234, top5_acc: 0.8879, loss_cls: 1.1786, loss: 1.1786, grad_norm: 5.2634 2021-06-27 11:17:26,416 - mmaction - INFO - Epoch [176][1080/1879] lr: 3.044e-04, eta: 5:11:17, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8867, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.2687 2021-06-27 11:18:11,176 - mmaction - INFO - Epoch [176][1100/1879] lr: 3.044e-04, eta: 5:10:32, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8785, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.3747 2021-06-27 11:18:55,925 - mmaction - INFO - Epoch [176][1120/1879] lr: 3.044e-04, eta: 5:09:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8824, loss_cls: 1.2092, loss: 1.2092, grad_norm: 5.3260 2021-06-27 11:19:40,634 - mmaction - INFO - Epoch [176][1140/1879] lr: 3.044e-04, eta: 5:09:02, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7184, top5_acc: 0.8914, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.3084 2021-06-27 11:20:25,406 - mmaction - INFO - Epoch [176][1160/1879] lr: 3.044e-04, eta: 5:08:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6863, top5_acc: 0.8852, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.4593 2021-06-27 11:21:10,252 - mmaction - INFO - Epoch [176][1180/1879] lr: 3.044e-04, eta: 5:07:32, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8777, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.4090 2021-06-27 11:21:55,032 - mmaction - INFO - Epoch [176][1200/1879] lr: 3.044e-04, eta: 5:06:48, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8812, loss_cls: 1.2191, loss: 1.2191, grad_norm: 5.4324 2021-06-27 11:22:39,809 - mmaction - INFO - Epoch [176][1220/1879] lr: 3.044e-04, eta: 5:06:03, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8766, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.4161 2021-06-27 11:23:24,541 - mmaction - INFO - Epoch [176][1240/1879] lr: 3.044e-04, eta: 5:05:18, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8852, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.2489 2021-06-27 11:24:09,419 - mmaction - INFO - Epoch [176][1260/1879] lr: 3.044e-04, eta: 5:04:33, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8820, loss_cls: 1.2222, loss: 1.2222, grad_norm: 5.4050 2021-06-27 11:24:54,077 - mmaction - INFO - Epoch [176][1280/1879] lr: 3.044e-04, eta: 5:03:48, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8734, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.4008 2021-06-27 11:25:38,914 - mmaction - INFO - Epoch [176][1300/1879] lr: 3.044e-04, eta: 5:03:03, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8848, loss_cls: 1.1898, loss: 1.1898, grad_norm: 5.4359 2021-06-27 11:26:23,786 - mmaction - INFO - Epoch [176][1320/1879] lr: 3.044e-04, eta: 5:02:18, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7211, top5_acc: 0.8793, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.2658 2021-06-27 11:27:08,560 - mmaction - INFO - Epoch [176][1340/1879] lr: 3.044e-04, eta: 5:01:33, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8918, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.3065 2021-06-27 11:27:53,371 - mmaction - INFO - Epoch [176][1360/1879] lr: 3.044e-04, eta: 5:00:48, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8816, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.3795 2021-06-27 11:28:38,325 - mmaction - INFO - Epoch [176][1380/1879] lr: 3.044e-04, eta: 5:00:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6937, top5_acc: 0.8785, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.4115 2021-06-27 11:29:23,115 - mmaction - INFO - Epoch [176][1400/1879] lr: 3.044e-04, eta: 4:59:18, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8867, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.3501 2021-06-27 11:30:07,847 - mmaction - INFO - Epoch [176][1420/1879] lr: 3.044e-04, eta: 4:58:33, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8703, loss_cls: 1.2395, loss: 1.2395, grad_norm: 5.4127 2021-06-27 11:30:52,549 - mmaction - INFO - Epoch [176][1440/1879] lr: 3.044e-04, eta: 4:57:48, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8832, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.3718 2021-06-27 11:31:37,273 - mmaction - INFO - Epoch [176][1460/1879] lr: 3.044e-04, eta: 4:57:03, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8863, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.4946 2021-06-27 11:32:22,153 - mmaction - INFO - Epoch [176][1480/1879] lr: 3.044e-04, eta: 4:56:19, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8758, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.4665 2021-06-27 11:33:06,918 - mmaction - INFO - Epoch [176][1500/1879] lr: 3.044e-04, eta: 4:55:34, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8824, loss_cls: 1.1628, loss: 1.1628, grad_norm: 5.1749 2021-06-27 11:33:51,670 - mmaction - INFO - Epoch [176][1520/1879] lr: 3.044e-04, eta: 4:54:49, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.3822 2021-06-27 11:34:36,430 - mmaction - INFO - Epoch [176][1540/1879] lr: 3.044e-04, eta: 4:54:04, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8789, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.4414 2021-06-27 11:35:21,251 - mmaction - INFO - Epoch [176][1560/1879] lr: 3.044e-04, eta: 4:53:19, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6895, top5_acc: 0.8750, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.4318 2021-06-27 11:36:05,952 - mmaction - INFO - Epoch [176][1580/1879] lr: 3.044e-04, eta: 4:52:34, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8852, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.3680 2021-06-27 11:36:50,819 - mmaction - INFO - Epoch [176][1600/1879] lr: 3.044e-04, eta: 4:51:49, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8930, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.3953 2021-06-27 11:37:35,716 - mmaction - INFO - Epoch [176][1620/1879] lr: 3.044e-04, eta: 4:51:04, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2526, loss: 1.2526, grad_norm: 5.3739 2021-06-27 11:38:20,386 - mmaction - INFO - Epoch [176][1640/1879] lr: 3.044e-04, eta: 4:50:19, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8902, loss_cls: 1.1733, loss: 1.1733, grad_norm: 5.4837 2021-06-27 11:39:05,228 - mmaction - INFO - Epoch [176][1660/1879] lr: 3.044e-04, eta: 4:49:34, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8887, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.3166 2021-06-27 11:39:50,033 - mmaction - INFO - Epoch [176][1680/1879] lr: 3.044e-04, eta: 4:48:49, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8840, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.3852 2021-06-27 11:40:34,767 - mmaction - INFO - Epoch [176][1700/1879] lr: 3.044e-04, eta: 4:48:04, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8762, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.3742 2021-06-27 11:41:19,499 - mmaction - INFO - Epoch [176][1720/1879] lr: 3.044e-04, eta: 4:47:19, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8809, loss_cls: 1.1917, loss: 1.1917, grad_norm: 5.2648 2021-06-27 11:42:04,410 - mmaction - INFO - Epoch [176][1740/1879] lr: 3.044e-04, eta: 4:46:34, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.1833 2021-06-27 11:42:49,233 - mmaction - INFO - Epoch [176][1760/1879] lr: 3.044e-04, eta: 4:45:50, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.2980 2021-06-27 11:43:34,008 - mmaction - INFO - Epoch [176][1780/1879] lr: 3.044e-04, eta: 4:45:05, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8809, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.5595 2021-06-27 11:44:18,808 - mmaction - INFO - Epoch [176][1800/1879] lr: 3.044e-04, eta: 4:44:20, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8844, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.4138 2021-06-27 11:45:03,610 - mmaction - INFO - Epoch [176][1820/1879] lr: 3.044e-04, eta: 4:43:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8809, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.4167 2021-06-27 11:45:48,288 - mmaction - INFO - Epoch [176][1840/1879] lr: 3.044e-04, eta: 4:42:50, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8742, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.2038 2021-06-27 11:46:33,103 - mmaction - INFO - Epoch [176][1860/1879] lr: 3.044e-04, eta: 4:42:05, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.4046 2021-06-27 11:51:37,708 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 11:51:38,437 - mmaction - INFO - top1_acc 0.7134 top5_acc 0.8985 2021-06-27 11:51:39,115 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_176.pth. 2021-06-27 11:51:39,116 - mmaction - INFO - Best top1_acc is 0.7134 at 176 epoch. 2021-06-27 11:51:39,129 - mmaction - INFO - Saving checkpoint at 176 epochs 2021-06-27 11:51:40,283 - mmaction - INFO - Epoch(val) [176][310] top1_acc: 0.7134, top5_acc: 0.8985 2021-06-27 11:53:10,695 - mmaction - INFO - Epoch [177][20/1879] lr: 1.949e-04, eta: 4:40:37, time: 4.520, data_time: 2.283, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1762, loss: 1.1762, grad_norm: 5.1847 2021-06-27 11:53:55,522 - mmaction - INFO - Epoch [177][40/1879] lr: 1.949e-04, eta: 4:39:52, time: 2.242, data_time: 0.003, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.3585 2021-06-27 11:54:40,414 - mmaction - INFO - Epoch [177][60/1879] lr: 1.949e-04, eta: 4:39:08, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7215, top5_acc: 0.8836, loss_cls: 1.1538, loss: 1.1538, grad_norm: 5.1874 2021-06-27 11:55:25,366 - mmaction - INFO - Epoch [177][80/1879] lr: 1.949e-04, eta: 4:38:23, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8832, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.2992 2021-06-27 11:56:10,341 - mmaction - INFO - Epoch [177][100/1879] lr: 1.949e-04, eta: 4:37:38, time: 2.249, data_time: 0.003, memory: 7544, top1_acc: 0.7301, top5_acc: 0.8844, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.1223 2021-06-27 11:56:55,245 - mmaction - INFO - Epoch [177][120/1879] lr: 1.949e-04, eta: 4:36:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.3948 2021-06-27 11:57:40,152 - mmaction - INFO - Epoch [177][140/1879] lr: 1.949e-04, eta: 4:36:08, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8777, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.3454 2021-06-27 11:58:25,339 - mmaction - INFO - Epoch [177][160/1879] lr: 1.949e-04, eta: 4:35:23, time: 2.259, data_time: 0.000, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8824, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.3530 2021-06-27 11:59:10,237 - mmaction - INFO - Epoch [177][180/1879] lr: 1.949e-04, eta: 4:34:38, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8977, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.2335 2021-06-27 11:59:55,048 - mmaction - INFO - Epoch [177][200/1879] lr: 1.949e-04, eta: 4:33:53, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8738, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.4490 2021-06-27 12:00:43,585 - mmaction - INFO - Epoch [177][220/1879] lr: 1.949e-04, eta: 4:33:08, time: 2.418, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.5399 2021-06-27 12:01:28,484 - mmaction - INFO - Epoch [177][240/1879] lr: 1.949e-04, eta: 4:32:23, time: 2.254, data_time: 0.012, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8801, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.2899 2021-06-27 12:02:13,439 - mmaction - INFO - Epoch [177][260/1879] lr: 1.949e-04, eta: 4:31:38, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8809, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.3132 2021-06-27 12:02:58,346 - mmaction - INFO - Epoch [177][280/1879] lr: 1.949e-04, eta: 4:30:53, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8816, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.4195 2021-06-27 12:03:43,188 - mmaction - INFO - Epoch [177][300/1879] lr: 1.949e-04, eta: 4:30:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3764 2021-06-27 12:04:28,048 - mmaction - INFO - Epoch [177][320/1879] lr: 1.949e-04, eta: 4:29:24, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8848, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.3522 2021-06-27 12:05:12,992 - mmaction - INFO - Epoch [177][340/1879] lr: 1.949e-04, eta: 4:28:39, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8828, loss_cls: 1.1910, loss: 1.1910, grad_norm: 5.2848 2021-06-27 12:05:57,813 - mmaction - INFO - Epoch [177][360/1879] lr: 1.949e-04, eta: 4:27:54, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7238, top5_acc: 0.8855, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.2056 2021-06-27 12:06:42,551 - mmaction - INFO - Epoch [177][380/1879] lr: 1.949e-04, eta: 4:27:09, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8770, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.3324 2021-06-27 12:07:27,539 - mmaction - INFO - Epoch [177][400/1879] lr: 1.949e-04, eta: 4:26:24, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8828, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.3170 2021-06-27 12:08:12,341 - mmaction - INFO - Epoch [177][420/1879] lr: 1.949e-04, eta: 4:25:39, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8809, loss_cls: 1.2067, loss: 1.2067, grad_norm: 5.3516 2021-06-27 12:08:57,201 - mmaction - INFO - Epoch [177][440/1879] lr: 1.949e-04, eta: 4:24:54, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8777, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.2517 2021-06-27 12:09:42,014 - mmaction - INFO - Epoch [177][460/1879] lr: 1.949e-04, eta: 4:24:09, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8738, loss_cls: 1.2177, loss: 1.2177, grad_norm: 5.4071 2021-06-27 12:10:27,002 - mmaction - INFO - Epoch [177][480/1879] lr: 1.949e-04, eta: 4:23:24, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8809, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.3349 2021-06-27 12:11:11,900 - mmaction - INFO - Epoch [177][500/1879] lr: 1.949e-04, eta: 4:22:39, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8816, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.4468 2021-06-27 12:11:56,808 - mmaction - INFO - Epoch [177][520/1879] lr: 1.949e-04, eta: 4:21:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7242, top5_acc: 0.8848, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.1826 2021-06-27 12:12:41,562 - mmaction - INFO - Epoch [177][540/1879] lr: 1.949e-04, eta: 4:21:09, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.3350 2021-06-27 12:13:26,356 - mmaction - INFO - Epoch [177][560/1879] lr: 1.949e-04, eta: 4:20:24, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8785, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.3414 2021-06-27 12:14:11,242 - mmaction - INFO - Epoch [177][580/1879] lr: 1.949e-04, eta: 4:19:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6926, top5_acc: 0.8785, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.4533 2021-06-27 12:14:56,168 - mmaction - INFO - Epoch [177][600/1879] lr: 1.949e-04, eta: 4:18:55, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8758, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.3038 2021-06-27 12:15:40,987 - mmaction - INFO - Epoch [177][620/1879] lr: 1.949e-04, eta: 4:18:10, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8715, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.2716 2021-06-27 12:16:25,883 - mmaction - INFO - Epoch [177][640/1879] lr: 1.949e-04, eta: 4:17:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8715, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.4555 2021-06-27 12:17:10,740 - mmaction - INFO - Epoch [177][660/1879] lr: 1.949e-04, eta: 4:16:40, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6816, top5_acc: 0.8707, loss_cls: 1.2613, loss: 1.2613, grad_norm: 5.4694 2021-06-27 12:17:55,556 - mmaction - INFO - Epoch [177][680/1879] lr: 1.949e-04, eta: 4:15:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7230, top5_acc: 0.8902, loss_cls: 1.1507, loss: 1.1507, grad_norm: 5.2906 2021-06-27 12:18:40,416 - mmaction - INFO - Epoch [177][700/1879] lr: 1.949e-04, eta: 4:15:10, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8832, loss_cls: 1.1786, loss: 1.1786, grad_norm: 5.2675 2021-06-27 12:19:25,310 - mmaction - INFO - Epoch [177][720/1879] lr: 1.949e-04, eta: 4:14:25, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8781, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.2837 2021-06-27 12:20:10,181 - mmaction - INFO - Epoch [177][740/1879] lr: 1.949e-04, eta: 4:13:40, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8855, loss_cls: 1.2001, loss: 1.2001, grad_norm: 5.4135 2021-06-27 12:20:54,932 - mmaction - INFO - Epoch [177][760/1879] lr: 1.949e-04, eta: 4:12:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.3246 2021-06-27 12:21:39,953 - mmaction - INFO - Epoch [177][780/1879] lr: 1.949e-04, eta: 4:12:10, time: 2.251, data_time: 0.000, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8797, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.4116 2021-06-27 12:22:24,838 - mmaction - INFO - Epoch [177][800/1879] lr: 1.949e-04, eta: 4:11:25, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8711, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.2555 2021-06-27 12:23:09,699 - mmaction - INFO - Epoch [177][820/1879] lr: 1.949e-04, eta: 4:10:40, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8875, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.2664 2021-06-27 12:23:54,629 - mmaction - INFO - Epoch [177][840/1879] lr: 1.949e-04, eta: 4:09:55, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8867, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.3649 2021-06-27 12:24:39,546 - mmaction - INFO - Epoch [177][860/1879] lr: 1.949e-04, eta: 4:09:11, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8832, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.3388 2021-06-27 12:25:24,417 - mmaction - INFO - Epoch [177][880/1879] lr: 1.949e-04, eta: 4:08:26, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.2920 2021-06-27 12:26:09,389 - mmaction - INFO - Epoch [177][900/1879] lr: 1.949e-04, eta: 4:07:41, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8750, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.3825 2021-06-27 12:26:54,354 - mmaction - INFO - Epoch [177][920/1879] lr: 1.949e-04, eta: 4:06:56, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8895, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.2350 2021-06-27 12:27:39,148 - mmaction - INFO - Epoch [177][940/1879] lr: 1.949e-04, eta: 4:06:11, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8750, loss_cls: 1.2630, loss: 1.2630, grad_norm: 5.5308 2021-06-27 12:28:23,952 - mmaction - INFO - Epoch [177][960/1879] lr: 1.949e-04, eta: 4:05:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8809, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.3065 2021-06-27 12:29:09,037 - mmaction - INFO - Epoch [177][980/1879] lr: 1.949e-04, eta: 4:04:41, time: 2.254, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8832, loss_cls: 1.2328, loss: 1.2328, grad_norm: 5.4800 2021-06-27 12:29:54,076 - mmaction - INFO - Epoch [177][1000/1879] lr: 1.949e-04, eta: 4:03:56, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.7191, top5_acc: 0.8891, loss_cls: 1.1551, loss: 1.1551, grad_norm: 5.2863 2021-06-27 12:30:38,804 - mmaction - INFO - Epoch [177][1020/1879] lr: 1.949e-04, eta: 4:03:11, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8863, loss_cls: 1.1814, loss: 1.1814, grad_norm: 5.2957 2021-06-27 12:31:23,733 - mmaction - INFO - Epoch [177][1040/1879] lr: 1.949e-04, eta: 4:02:26, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.4593 2021-06-27 12:32:08,536 - mmaction - INFO - Epoch [177][1060/1879] lr: 1.949e-04, eta: 4:01:41, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.3638 2021-06-27 12:32:53,456 - mmaction - INFO - Epoch [177][1080/1879] lr: 1.949e-04, eta: 4:00:56, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8879, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.2842 2021-06-27 12:33:38,401 - mmaction - INFO - Epoch [177][1100/1879] lr: 1.949e-04, eta: 4:00:11, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8758, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.4136 2021-06-27 12:34:23,255 - mmaction - INFO - Epoch [177][1120/1879] lr: 1.949e-04, eta: 3:59:27, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8918, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.1900 2021-06-27 12:35:08,053 - mmaction - INFO - Epoch [177][1140/1879] lr: 1.949e-04, eta: 3:58:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6859, top5_acc: 0.8699, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.4754 2021-06-27 12:35:52,963 - mmaction - INFO - Epoch [177][1160/1879] lr: 1.949e-04, eta: 3:57:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1837, loss: 1.1837, grad_norm: 5.3448 2021-06-27 12:36:37,896 - mmaction - INFO - Epoch [177][1180/1879] lr: 1.949e-04, eta: 3:57:12, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8863, loss_cls: 1.1603, loss: 1.1603, grad_norm: 5.2603 2021-06-27 12:37:22,777 - mmaction - INFO - Epoch [177][1200/1879] lr: 1.949e-04, eta: 3:56:27, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8863, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.3098 2021-06-27 12:38:07,590 - mmaction - INFO - Epoch [177][1220/1879] lr: 1.949e-04, eta: 3:55:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8770, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.3098 2021-06-27 12:38:52,403 - mmaction - INFO - Epoch [177][1240/1879] lr: 1.949e-04, eta: 3:54:57, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8812, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.2647 2021-06-27 12:39:37,382 - mmaction - INFO - Epoch [177][1260/1879] lr: 1.949e-04, eta: 3:54:12, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.4676 2021-06-27 12:40:22,169 - mmaction - INFO - Epoch [177][1280/1879] lr: 1.949e-04, eta: 3:53:27, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8754, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.3167 2021-06-27 12:41:07,121 - mmaction - INFO - Epoch [177][1300/1879] lr: 1.949e-04, eta: 3:52:42, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8777, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.4142 2021-06-27 12:41:52,057 - mmaction - INFO - Epoch [177][1320/1879] lr: 1.949e-04, eta: 3:51:57, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8812, loss_cls: 1.1953, loss: 1.1953, grad_norm: 5.1845 2021-06-27 12:42:36,773 - mmaction - INFO - Epoch [177][1340/1879] lr: 1.949e-04, eta: 3:51:12, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.3554 2021-06-27 12:43:21,619 - mmaction - INFO - Epoch [177][1360/1879] lr: 1.949e-04, eta: 3:50:27, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7191, top5_acc: 0.8871, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.3235 2021-06-27 12:44:06,489 - mmaction - INFO - Epoch [177][1380/1879] lr: 1.949e-04, eta: 3:49:42, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.3767 2021-06-27 12:44:51,283 - mmaction - INFO - Epoch [177][1400/1879] lr: 1.949e-04, eta: 3:48:58, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2447, loss: 1.2447, grad_norm: 5.5315 2021-06-27 12:45:36,080 - mmaction - INFO - Epoch [177][1420/1879] lr: 1.949e-04, eta: 3:48:13, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8824, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.3394 2021-06-27 12:46:20,966 - mmaction - INFO - Epoch [177][1440/1879] lr: 1.949e-04, eta: 3:47:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6945, top5_acc: 0.8785, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.3363 2021-06-27 12:47:05,840 - mmaction - INFO - Epoch [177][1460/1879] lr: 1.949e-04, eta: 3:46:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8809, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.2763 2021-06-27 12:47:50,703 - mmaction - INFO - Epoch [177][1480/1879] lr: 1.949e-04, eta: 3:45:58, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.3962 2021-06-27 12:48:35,458 - mmaction - INFO - Epoch [177][1500/1879] lr: 1.949e-04, eta: 3:45:13, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8824, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.2919 2021-06-27 12:49:20,360 - mmaction - INFO - Epoch [177][1520/1879] lr: 1.949e-04, eta: 3:44:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8828, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.2722 2021-06-27 12:50:05,260 - mmaction - INFO - Epoch [177][1540/1879] lr: 1.949e-04, eta: 3:43:43, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8684, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4634 2021-06-27 12:50:49,955 - mmaction - INFO - Epoch [177][1560/1879] lr: 1.949e-04, eta: 3:42:58, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.6918, top5_acc: 0.8676, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.5440 2021-06-27 12:51:34,895 - mmaction - INFO - Epoch [177][1580/1879] lr: 1.949e-04, eta: 3:42:13, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6977, top5_acc: 0.8777, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.3691 2021-06-27 12:52:19,780 - mmaction - INFO - Epoch [177][1600/1879] lr: 1.949e-04, eta: 3:41:28, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8828, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.3778 2021-06-27 12:53:04,582 - mmaction - INFO - Epoch [177][1620/1879] lr: 1.949e-04, eta: 3:40:43, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6941, top5_acc: 0.8672, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.3846 2021-06-27 12:53:49,385 - mmaction - INFO - Epoch [177][1640/1879] lr: 1.949e-04, eta: 3:39:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8738, loss_cls: 1.2018, loss: 1.2018, grad_norm: 5.3446 2021-06-27 12:54:34,301 - mmaction - INFO - Epoch [177][1660/1879] lr: 1.949e-04, eta: 3:39:14, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8785, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.3097 2021-06-27 12:55:19,121 - mmaction - INFO - Epoch [177][1680/1879] lr: 1.949e-04, eta: 3:38:29, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8754, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.3708 2021-06-27 12:56:04,063 - mmaction - INFO - Epoch [177][1700/1879] lr: 1.949e-04, eta: 3:37:44, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.3197 2021-06-27 12:56:48,891 - mmaction - INFO - Epoch [177][1720/1879] lr: 1.949e-04, eta: 3:36:59, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7227, top5_acc: 0.8887, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.2266 2021-06-27 12:57:33,667 - mmaction - INFO - Epoch [177][1740/1879] lr: 1.949e-04, eta: 3:36:14, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1623, loss: 1.1623, grad_norm: 5.4070 2021-06-27 12:58:18,543 - mmaction - INFO - Epoch [177][1760/1879] lr: 1.949e-04, eta: 3:35:29, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7293, top5_acc: 0.8828, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.2445 2021-06-27 12:59:03,329 - mmaction - INFO - Epoch [177][1780/1879] lr: 1.949e-04, eta: 3:34:44, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.3221 2021-06-27 12:59:48,096 - mmaction - INFO - Epoch [177][1800/1879] lr: 1.949e-04, eta: 3:33:59, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8832, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.4887 2021-06-27 13:00:33,054 - mmaction - INFO - Epoch [177][1820/1879] lr: 1.949e-04, eta: 3:33:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8898, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.3334 2021-06-27 13:01:17,876 - mmaction - INFO - Epoch [177][1840/1879] lr: 1.949e-04, eta: 3:32:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8855, loss_cls: 1.1749, loss: 1.1749, grad_norm: 5.3815 2021-06-27 13:02:02,634 - mmaction - INFO - Epoch [177][1860/1879] lr: 1.949e-04, eta: 3:31:44, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8812, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.3348 2021-06-27 13:08:10,544 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 13:08:11,259 - mmaction - INFO - top1_acc 0.7140 top5_acc 0.8983 2021-06-27 13:08:11,500 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_177.pth. 2021-06-27 13:08:11,501 - mmaction - INFO - Best top1_acc is 0.7140 at 177 epoch. 2021-06-27 13:08:11,525 - mmaction - INFO - Saving checkpoint at 177 epochs 2021-06-27 13:08:12,064 - mmaction - INFO - Epoch(val) [177][310] top1_acc: 0.7140, top5_acc: 0.8983 2021-06-27 13:09:42,447 - mmaction - INFO - Epoch [178][20/1879] lr: 1.096e-04, eta: 3:30:17, time: 4.519, data_time: 2.221, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.3295 2021-06-27 13:10:27,321 - mmaction - INFO - Epoch [178][40/1879] lr: 1.096e-04, eta: 3:29:32, time: 2.243, data_time: 0.002, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.3682 2021-06-27 13:11:12,318 - mmaction - INFO - Epoch [178][60/1879] lr: 1.096e-04, eta: 3:28:47, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8766, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.2738 2021-06-27 13:11:57,149 - mmaction - INFO - Epoch [178][80/1879] lr: 1.096e-04, eta: 3:28:02, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8754, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.4245 2021-06-27 13:12:42,122 - mmaction - INFO - Epoch [178][100/1879] lr: 1.096e-04, eta: 3:27:17, time: 2.248, data_time: 0.003, memory: 7544, top1_acc: 0.6973, top5_acc: 0.8703, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.4601 2021-06-27 13:13:27,083 - mmaction - INFO - Epoch [178][120/1879] lr: 1.096e-04, eta: 3:26:32, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8902, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.2953 2021-06-27 13:14:12,062 - mmaction - INFO - Epoch [178][140/1879] lr: 1.096e-04, eta: 3:25:47, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8855, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.4007 2021-06-27 13:14:56,977 - mmaction - INFO - Epoch [178][160/1879] lr: 1.096e-04, eta: 3:25:02, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8762, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.3804 2021-06-27 13:15:41,857 - mmaction - INFO - Epoch [178][180/1879] lr: 1.096e-04, eta: 3:24:17, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8746, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.3593 2021-06-27 13:16:26,837 - mmaction - INFO - Epoch [178][200/1879] lr: 1.096e-04, eta: 3:23:32, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8793, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.3854 2021-06-27 13:17:11,741 - mmaction - INFO - Epoch [178][220/1879] lr: 1.096e-04, eta: 3:22:47, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8910, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.3476 2021-06-27 13:17:56,710 - mmaction - INFO - Epoch [178][240/1879] lr: 1.096e-04, eta: 3:22:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.3799 2021-06-27 13:18:41,474 - mmaction - INFO - Epoch [178][260/1879] lr: 1.096e-04, eta: 3:21:18, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8781, loss_cls: 1.2192, loss: 1.2192, grad_norm: 5.4504 2021-06-27 13:19:26,367 - mmaction - INFO - Epoch [178][280/1879] lr: 1.096e-04, eta: 3:20:33, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8766, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.3043 2021-06-27 13:20:11,205 - mmaction - INFO - Epoch [178][300/1879] lr: 1.096e-04, eta: 3:19:48, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.2967 2021-06-27 13:20:56,159 - mmaction - INFO - Epoch [178][320/1879] lr: 1.096e-04, eta: 3:19:03, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.4332 2021-06-27 13:21:41,012 - mmaction - INFO - Epoch [178][340/1879] lr: 1.096e-04, eta: 3:18:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7316, top5_acc: 0.8895, loss_cls: 1.1143, loss: 1.1143, grad_norm: 5.1653 2021-06-27 13:22:25,779 - mmaction - INFO - Epoch [178][360/1879] lr: 1.096e-04, eta: 3:17:33, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7383, top5_acc: 0.8758, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.2291 2021-06-27 13:23:10,742 - mmaction - INFO - Epoch [178][380/1879] lr: 1.096e-04, eta: 3:16:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8664, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.5450 2021-06-27 13:23:55,632 - mmaction - INFO - Epoch [178][400/1879] lr: 1.096e-04, eta: 3:16:03, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.2889 2021-06-27 13:24:40,489 - mmaction - INFO - Epoch [178][420/1879] lr: 1.096e-04, eta: 3:15:18, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8738, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.3728 2021-06-27 13:25:25,354 - mmaction - INFO - Epoch [178][440/1879] lr: 1.096e-04, eta: 3:14:33, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2019, loss: 1.2019, grad_norm: 5.4224 2021-06-27 13:26:10,310 - mmaction - INFO - Epoch [178][460/1879] lr: 1.096e-04, eta: 3:13:48, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8871, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.3350 2021-06-27 13:26:55,237 - mmaction - INFO - Epoch [178][480/1879] lr: 1.096e-04, eta: 3:13:03, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8879, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.3595 2021-06-27 13:27:40,047 - mmaction - INFO - Epoch [178][500/1879] lr: 1.096e-04, eta: 3:12:18, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.2468 2021-06-27 13:28:24,703 - mmaction - INFO - Epoch [178][520/1879] lr: 1.096e-04, eta: 3:11:34, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8777, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.4658 2021-06-27 13:29:09,479 - mmaction - INFO - Epoch [178][540/1879] lr: 1.096e-04, eta: 3:10:49, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.3619 2021-06-27 13:29:54,153 - mmaction - INFO - Epoch [178][560/1879] lr: 1.096e-04, eta: 3:10:04, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8730, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.4352 2021-06-27 13:30:38,966 - mmaction - INFO - Epoch [178][580/1879] lr: 1.096e-04, eta: 3:09:19, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8754, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.3467 2021-06-27 13:31:23,760 - mmaction - INFO - Epoch [178][600/1879] lr: 1.096e-04, eta: 3:08:34, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.2602 2021-06-27 13:32:08,571 - mmaction - INFO - Epoch [178][620/1879] lr: 1.096e-04, eta: 3:07:49, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8848, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.2429 2021-06-27 13:32:53,296 - mmaction - INFO - Epoch [178][640/1879] lr: 1.096e-04, eta: 3:07:04, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2322, loss: 1.2322, grad_norm: 5.4674 2021-06-27 13:33:38,250 - mmaction - INFO - Epoch [178][660/1879] lr: 1.096e-04, eta: 3:06:19, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.3983 2021-06-27 13:34:22,962 - mmaction - INFO - Epoch [178][680/1879] lr: 1.096e-04, eta: 3:05:34, time: 2.235, data_time: 0.000, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8879, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.3936 2021-06-27 13:35:07,738 - mmaction - INFO - Epoch [178][700/1879] lr: 1.096e-04, eta: 3:04:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8855, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.4127 2021-06-27 13:35:52,379 - mmaction - INFO - Epoch [178][720/1879] lr: 1.096e-04, eta: 3:04:04, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8945, loss_cls: 1.1591, loss: 1.1591, grad_norm: 5.3476 2021-06-27 13:36:37,066 - mmaction - INFO - Epoch [178][740/1879] lr: 1.096e-04, eta: 3:03:19, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8859, loss_cls: 1.1865, loss: 1.1865, grad_norm: 5.4003 2021-06-27 13:37:21,834 - mmaction - INFO - Epoch [178][760/1879] lr: 1.096e-04, eta: 3:02:34, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8746, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.4344 2021-06-27 13:38:06,604 - mmaction - INFO - Epoch [178][780/1879] lr: 1.096e-04, eta: 3:01:49, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8836, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.4025 2021-06-27 13:38:51,416 - mmaction - INFO - Epoch [178][800/1879] lr: 1.096e-04, eta: 3:01:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8789, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.3966 2021-06-27 13:39:36,221 - mmaction - INFO - Epoch [178][820/1879] lr: 1.096e-04, eta: 3:00:20, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8770, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.6009 2021-06-27 13:40:21,094 - mmaction - INFO - Epoch [178][840/1879] lr: 1.096e-04, eta: 2:59:35, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8852, loss_cls: 1.1603, loss: 1.1603, grad_norm: 5.2976 2021-06-27 13:41:05,764 - mmaction - INFO - Epoch [178][860/1879] lr: 1.096e-04, eta: 2:58:50, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8711, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.4286 2021-06-27 13:41:50,560 - mmaction - INFO - Epoch [178][880/1879] lr: 1.096e-04, eta: 2:58:05, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.5007 2021-06-27 13:42:35,321 - mmaction - INFO - Epoch [178][900/1879] lr: 1.096e-04, eta: 2:57:20, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.4199 2021-06-27 13:43:20,119 - mmaction - INFO - Epoch [178][920/1879] lr: 1.096e-04, eta: 2:56:35, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7230, top5_acc: 0.8883, loss_cls: 1.1623, loss: 1.1623, grad_norm: 5.3300 2021-06-27 13:44:04,965 - mmaction - INFO - Epoch [178][940/1879] lr: 1.096e-04, eta: 2:55:50, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7277, top5_acc: 0.8879, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.1821 2021-06-27 13:44:49,774 - mmaction - INFO - Epoch [178][960/1879] lr: 1.096e-04, eta: 2:55:05, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6930, top5_acc: 0.8738, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.4720 2021-06-27 13:45:34,597 - mmaction - INFO - Epoch [178][980/1879] lr: 1.096e-04, eta: 2:54:20, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8754, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.4216 2021-06-27 13:46:19,365 - mmaction - INFO - Epoch [178][1000/1879] lr: 1.096e-04, eta: 2:53:35, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.3078 2021-06-27 13:47:04,127 - mmaction - INFO - Epoch [178][1020/1879] lr: 1.096e-04, eta: 2:52:50, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8766, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.3732 2021-06-27 13:47:48,982 - mmaction - INFO - Epoch [178][1040/1879] lr: 1.096e-04, eta: 2:52:05, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8855, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.4386 2021-06-27 13:48:33,755 - mmaction - INFO - Epoch [178][1060/1879] lr: 1.096e-04, eta: 2:51:21, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8770, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.3438 2021-06-27 13:49:18,605 - mmaction - INFO - Epoch [178][1080/1879] lr: 1.096e-04, eta: 2:50:36, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8824, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.3364 2021-06-27 13:50:03,358 - mmaction - INFO - Epoch [178][1100/1879] lr: 1.096e-04, eta: 2:49:51, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.3654 2021-06-27 13:50:48,091 - mmaction - INFO - Epoch [178][1120/1879] lr: 1.096e-04, eta: 2:49:06, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8887, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.2409 2021-06-27 13:51:32,914 - mmaction - INFO - Epoch [178][1140/1879] lr: 1.096e-04, eta: 2:48:21, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8789, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.3503 2021-06-27 13:52:17,728 - mmaction - INFO - Epoch [178][1160/1879] lr: 1.096e-04, eta: 2:47:36, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8777, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.3881 2021-06-27 13:53:02,452 - mmaction - INFO - Epoch [178][1180/1879] lr: 1.096e-04, eta: 2:46:51, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.3656 2021-06-27 13:53:47,170 - mmaction - INFO - Epoch [178][1200/1879] lr: 1.096e-04, eta: 2:46:06, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8785, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.4111 2021-06-27 13:54:32,149 - mmaction - INFO - Epoch [178][1220/1879] lr: 1.096e-04, eta: 2:45:21, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2026, loss: 1.2026, grad_norm: 5.3440 2021-06-27 13:55:16,956 - mmaction - INFO - Epoch [178][1240/1879] lr: 1.096e-04, eta: 2:44:36, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8656, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.4720 2021-06-27 13:56:01,757 - mmaction - INFO - Epoch [178][1260/1879] lr: 1.096e-04, eta: 2:43:51, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1596, loss: 1.1596, grad_norm: 5.4246 2021-06-27 13:56:46,553 - mmaction - INFO - Epoch [178][1280/1879] lr: 1.096e-04, eta: 2:43:06, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8738, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.4329 2021-06-27 13:57:31,442 - mmaction - INFO - Epoch [178][1300/1879] lr: 1.096e-04, eta: 2:42:21, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8773, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.3458 2021-06-27 13:58:16,216 - mmaction - INFO - Epoch [178][1320/1879] lr: 1.096e-04, eta: 2:41:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8684, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.4319 2021-06-27 13:59:01,146 - mmaction - INFO - Epoch [178][1340/1879] lr: 1.096e-04, eta: 2:40:52, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.3232 2021-06-27 13:59:45,878 - mmaction - INFO - Epoch [178][1360/1879] lr: 1.096e-04, eta: 2:40:07, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6902, top5_acc: 0.8633, loss_cls: 1.2843, loss: 1.2843, grad_norm: 5.5265 2021-06-27 14:00:30,708 - mmaction - INFO - Epoch [178][1380/1879] lr: 1.096e-04, eta: 2:39:22, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2170, loss: 1.2170, grad_norm: 5.4201 2021-06-27 14:01:15,479 - mmaction - INFO - Epoch [178][1400/1879] lr: 1.096e-04, eta: 2:38:37, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8742, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.3405 2021-06-27 14:02:00,312 - mmaction - INFO - Epoch [178][1420/1879] lr: 1.096e-04, eta: 2:37:52, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8777, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.4240 2021-06-27 14:02:45,092 - mmaction - INFO - Epoch [178][1440/1879] lr: 1.096e-04, eta: 2:37:07, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8699, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.4591 2021-06-27 14:03:29,896 - mmaction - INFO - Epoch [178][1460/1879] lr: 1.096e-04, eta: 2:36:22, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8809, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4715 2021-06-27 14:04:14,684 - mmaction - INFO - Epoch [178][1480/1879] lr: 1.096e-04, eta: 2:35:37, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8895, loss_cls: 1.1605, loss: 1.1605, grad_norm: 5.3373 2021-06-27 14:04:59,444 - mmaction - INFO - Epoch [178][1500/1879] lr: 1.096e-04, eta: 2:34:52, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8832, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.2955 2021-06-27 14:05:44,267 - mmaction - INFO - Epoch [178][1520/1879] lr: 1.096e-04, eta: 2:34:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8840, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.3347 2021-06-27 14:06:29,141 - mmaction - INFO - Epoch [178][1540/1879] lr: 1.096e-04, eta: 2:33:22, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8848, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.4653 2021-06-27 14:07:13,768 - mmaction - INFO - Epoch [178][1560/1879] lr: 1.096e-04, eta: 2:32:37, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3889 2021-06-27 14:07:58,566 - mmaction - INFO - Epoch [178][1580/1879] lr: 1.096e-04, eta: 2:31:52, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7195, top5_acc: 0.8871, loss_cls: 1.1683, loss: 1.1683, grad_norm: 5.3270 2021-06-27 14:08:43,369 - mmaction - INFO - Epoch [178][1600/1879] lr: 1.096e-04, eta: 2:31:08, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.3394 2021-06-27 14:09:28,142 - mmaction - INFO - Epoch [178][1620/1879] lr: 1.096e-04, eta: 2:30:23, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.4324 2021-06-27 14:10:12,871 - mmaction - INFO - Epoch [178][1640/1879] lr: 1.096e-04, eta: 2:29:38, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.4251 2021-06-27 14:10:57,811 - mmaction - INFO - Epoch [178][1660/1879] lr: 1.096e-04, eta: 2:28:53, time: 2.247, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8895, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.2964 2021-06-27 14:11:42,489 - mmaction - INFO - Epoch [178][1680/1879] lr: 1.096e-04, eta: 2:28:08, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.2616 2021-06-27 14:12:27,285 - mmaction - INFO - Epoch [178][1700/1879] lr: 1.096e-04, eta: 2:27:23, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8840, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.3024 2021-06-27 14:13:12,131 - mmaction - INFO - Epoch [178][1720/1879] lr: 1.096e-04, eta: 2:26:38, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7254, top5_acc: 0.8887, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.2379 2021-06-27 14:13:56,898 - mmaction - INFO - Epoch [178][1740/1879] lr: 1.096e-04, eta: 2:25:53, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8840, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.4249 2021-06-27 14:14:41,595 - mmaction - INFO - Epoch [178][1760/1879] lr: 1.096e-04, eta: 2:25:08, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8879, loss_cls: 1.1593, loss: 1.1593, grad_norm: 5.3496 2021-06-27 14:15:26,283 - mmaction - INFO - Epoch [178][1780/1879] lr: 1.096e-04, eta: 2:24:23, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8871, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.3076 2021-06-27 14:16:11,099 - mmaction - INFO - Epoch [178][1800/1879] lr: 1.096e-04, eta: 2:23:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.2454 2021-06-27 14:16:55,964 - mmaction - INFO - Epoch [178][1820/1879] lr: 1.096e-04, eta: 2:22:53, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2657, loss: 1.2657, grad_norm: 5.4947 2021-06-27 14:17:40,883 - mmaction - INFO - Epoch [178][1840/1879] lr: 1.096e-04, eta: 2:22:08, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8844, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.4042 2021-06-27 14:18:25,669 - mmaction - INFO - Epoch [178][1860/1879] lr: 1.096e-04, eta: 2:21:23, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.3577 2021-06-27 14:23:28,264 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 14:23:28,956 - mmaction - INFO - top1_acc 0.7153 top5_acc 0.8994 2021-06-27 14:23:29,153 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_178.pth. 2021-06-27 14:23:29,154 - mmaction - INFO - Best top1_acc is 0.7153 at 178 epoch. 2021-06-27 14:23:29,167 - mmaction - INFO - Saving checkpoint at 178 epochs 2021-06-27 14:23:29,785 - mmaction - INFO - Epoch(val) [178][310] top1_acc: 0.7153, top5_acc: 0.8994 2021-06-27 14:25:00,159 - mmaction - INFO - Epoch [179][20/1879] lr: 4.873e-05, eta: 2:19:56, time: 4.518, data_time: 2.219, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8828, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.3806 2021-06-27 14:25:45,032 - mmaction - INFO - Epoch [179][40/1879] lr: 4.873e-05, eta: 2:19:11, time: 2.244, data_time: 0.002, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8875, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.2495 2021-06-27 14:26:30,004 - mmaction - INFO - Epoch [179][60/1879] lr: 4.873e-05, eta: 2:18:26, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8855, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.3668 2021-06-27 14:27:14,835 - mmaction - INFO - Epoch [179][80/1879] lr: 4.873e-05, eta: 2:17:41, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8672, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.3839 2021-06-27 14:27:59,842 - mmaction - INFO - Epoch [179][100/1879] lr: 4.873e-05, eta: 2:16:56, time: 2.250, data_time: 0.002, memory: 7544, top1_acc: 0.7215, top5_acc: 0.8824, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.2573 2021-06-27 14:28:44,826 - mmaction - INFO - Epoch [179][120/1879] lr: 4.873e-05, eta: 2:16:11, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8930, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.3402 2021-06-27 14:29:29,814 - mmaction - INFO - Epoch [179][140/1879] lr: 4.873e-05, eta: 2:15:26, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8770, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.4135 2021-06-27 14:30:14,678 - mmaction - INFO - Epoch [179][160/1879] lr: 4.873e-05, eta: 2:14:41, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8691, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.3390 2021-06-27 14:30:59,570 - mmaction - INFO - Epoch [179][180/1879] lr: 4.873e-05, eta: 2:13:57, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8848, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.3418 2021-06-27 14:31:44,545 - mmaction - INFO - Epoch [179][200/1879] lr: 4.873e-05, eta: 2:13:12, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1635, loss: 1.1635, grad_norm: 5.3293 2021-06-27 14:32:29,519 - mmaction - INFO - Epoch [179][220/1879] lr: 4.873e-05, eta: 2:12:27, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8863, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.4563 2021-06-27 14:33:14,331 - mmaction - INFO - Epoch [179][240/1879] lr: 4.873e-05, eta: 2:11:42, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8816, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.5131 2021-06-27 14:33:59,248 - mmaction - INFO - Epoch [179][260/1879] lr: 4.873e-05, eta: 2:10:57, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7277, top5_acc: 0.8871, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.2568 2021-06-27 14:34:44,226 - mmaction - INFO - Epoch [179][280/1879] lr: 4.873e-05, eta: 2:10:12, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8691, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.3936 2021-06-27 14:35:29,214 - mmaction - INFO - Epoch [179][300/1879] lr: 4.873e-05, eta: 2:09:27, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8781, loss_cls: 1.1930, loss: 1.1930, grad_norm: 5.4066 2021-06-27 14:36:14,019 - mmaction - INFO - Epoch [179][320/1879] lr: 4.873e-05, eta: 2:08:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8922, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.2300 2021-06-27 14:36:58,802 - mmaction - INFO - Epoch [179][340/1879] lr: 4.873e-05, eta: 2:07:57, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.2835 2021-06-27 14:37:43,742 - mmaction - INFO - Epoch [179][360/1879] lr: 4.873e-05, eta: 2:07:12, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7211, top5_acc: 0.8848, loss_cls: 1.1781, loss: 1.1781, grad_norm: 5.3528 2021-06-27 14:38:28,645 - mmaction - INFO - Epoch [179][380/1879] lr: 4.873e-05, eta: 2:06:27, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8824, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.2940 2021-06-27 14:39:13,436 - mmaction - INFO - Epoch [179][400/1879] lr: 4.873e-05, eta: 2:05:42, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8824, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.4419 2021-06-27 14:39:58,364 - mmaction - INFO - Epoch [179][420/1879] lr: 4.873e-05, eta: 2:04:57, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8676, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.5016 2021-06-27 14:40:43,217 - mmaction - INFO - Epoch [179][440/1879] lr: 4.873e-05, eta: 2:04:12, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7004, top5_acc: 0.8848, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.3972 2021-06-27 14:41:28,140 - mmaction - INFO - Epoch [179][460/1879] lr: 4.873e-05, eta: 2:03:28, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.4045 2021-06-27 14:42:13,018 - mmaction - INFO - Epoch [179][480/1879] lr: 4.873e-05, eta: 2:02:43, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7195, top5_acc: 0.8734, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.2804 2021-06-27 14:42:58,001 - mmaction - INFO - Epoch [179][500/1879] lr: 4.873e-05, eta: 2:01:58, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.3604 2021-06-27 14:43:42,744 - mmaction - INFO - Epoch [179][520/1879] lr: 4.873e-05, eta: 2:01:13, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8801, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.3566 2021-06-27 14:44:27,519 - mmaction - INFO - Epoch [179][540/1879] lr: 4.873e-05, eta: 2:00:28, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8777, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.4407 2021-06-27 14:45:12,509 - mmaction - INFO - Epoch [179][560/1879] lr: 4.873e-05, eta: 1:59:43, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.3477 2021-06-27 14:45:57,297 - mmaction - INFO - Epoch [179][580/1879] lr: 4.873e-05, eta: 1:58:58, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8859, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.3397 2021-06-27 14:46:42,272 - mmaction - INFO - Epoch [179][600/1879] lr: 4.873e-05, eta: 1:58:13, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7121, top5_acc: 0.8840, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.3216 2021-06-27 14:47:27,163 - mmaction - INFO - Epoch [179][620/1879] lr: 4.873e-05, eta: 1:57:28, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8824, loss_cls: 1.1814, loss: 1.1814, grad_norm: 5.3648 2021-06-27 14:48:12,035 - mmaction - INFO - Epoch [179][640/1879] lr: 4.873e-05, eta: 1:56:43, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.3356 2021-06-27 14:48:56,902 - mmaction - INFO - Epoch [179][660/1879] lr: 4.873e-05, eta: 1:55:58, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6996, top5_acc: 0.8703, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.3761 2021-06-27 14:49:41,827 - mmaction - INFO - Epoch [179][680/1879] lr: 4.873e-05, eta: 1:55:13, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.3602 2021-06-27 14:50:26,561 - mmaction - INFO - Epoch [179][700/1879] lr: 4.873e-05, eta: 1:54:28, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8902, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.3604 2021-06-27 14:51:11,298 - mmaction - INFO - Epoch [179][720/1879] lr: 4.873e-05, eta: 1:53:44, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8801, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.4797 2021-06-27 14:51:55,936 - mmaction - INFO - Epoch [179][740/1879] lr: 4.873e-05, eta: 1:52:59, time: 2.232, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8867, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.3840 2021-06-27 14:52:40,773 - mmaction - INFO - Epoch [179][760/1879] lr: 4.873e-05, eta: 1:52:14, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8723, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.3841 2021-06-27 14:53:25,593 - mmaction - INFO - Epoch [179][780/1879] lr: 4.873e-05, eta: 1:51:29, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8863, loss_cls: 1.1894, loss: 1.1894, grad_norm: 5.3875 2021-06-27 14:54:10,377 - mmaction - INFO - Epoch [179][800/1879] lr: 4.873e-05, eta: 1:50:44, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.3372 2021-06-27 14:54:55,156 - mmaction - INFO - Epoch [179][820/1879] lr: 4.873e-05, eta: 1:49:59, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8879, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.4383 2021-06-27 14:55:39,954 - mmaction - INFO - Epoch [179][840/1879] lr: 4.873e-05, eta: 1:49:14, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8875, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.3383 2021-06-27 14:56:24,896 - mmaction - INFO - Epoch [179][860/1879] lr: 4.873e-05, eta: 1:48:29, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8758, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.4909 2021-06-27 14:57:09,826 - mmaction - INFO - Epoch [179][880/1879] lr: 4.873e-05, eta: 1:47:44, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8824, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.3868 2021-06-27 14:57:54,622 - mmaction - INFO - Epoch [179][900/1879] lr: 4.873e-05, eta: 1:46:59, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8816, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.3498 2021-06-27 14:58:39,575 - mmaction - INFO - Epoch [179][920/1879] lr: 4.873e-05, eta: 1:46:14, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8754, loss_cls: 1.2085, loss: 1.2085, grad_norm: 5.3256 2021-06-27 14:59:24,532 - mmaction - INFO - Epoch [179][940/1879] lr: 4.873e-05, eta: 1:45:29, time: 2.248, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1832, loss: 1.1832, grad_norm: 5.3811 2021-06-27 15:00:09,379 - mmaction - INFO - Epoch [179][960/1879] lr: 4.873e-05, eta: 1:44:44, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7059, top5_acc: 0.8758, loss_cls: 1.2028, loss: 1.2028, grad_norm: 5.4097 2021-06-27 15:00:54,234 - mmaction - INFO - Epoch [179][980/1879] lr: 4.873e-05, eta: 1:44:00, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8801, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.3863 2021-06-27 15:01:39,063 - mmaction - INFO - Epoch [179][1000/1879] lr: 4.873e-05, eta: 1:43:15, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8824, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.2170 2021-06-27 15:02:23,948 - mmaction - INFO - Epoch [179][1020/1879] lr: 4.873e-05, eta: 1:42:30, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8812, loss_cls: 1.1930, loss: 1.1930, grad_norm: 5.2734 2021-06-27 15:03:08,562 - mmaction - INFO - Epoch [179][1040/1879] lr: 4.873e-05, eta: 1:41:45, time: 2.231, data_time: 0.000, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8754, loss_cls: 1.2206, loss: 1.2206, grad_norm: 5.4047 2021-06-27 15:03:53,284 - mmaction - INFO - Epoch [179][1060/1879] lr: 4.873e-05, eta: 1:41:00, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8754, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.3811 2021-06-27 15:04:38,146 - mmaction - INFO - Epoch [179][1080/1879] lr: 4.873e-05, eta: 1:40:15, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8754, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.3671 2021-06-27 15:05:22,923 - mmaction - INFO - Epoch [179][1100/1879] lr: 4.873e-05, eta: 1:39:30, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8840, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.3845 2021-06-27 15:06:07,694 - mmaction - INFO - Epoch [179][1120/1879] lr: 4.873e-05, eta: 1:38:45, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8840, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.3234 2021-06-27 15:06:52,506 - mmaction - INFO - Epoch [179][1140/1879] lr: 4.873e-05, eta: 1:38:00, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1395, loss: 1.1395, grad_norm: 5.2703 2021-06-27 15:07:37,302 - mmaction - INFO - Epoch [179][1160/1879] lr: 4.873e-05, eta: 1:37:15, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7191, top5_acc: 0.8852, loss_cls: 1.1417, loss: 1.1417, grad_norm: 5.3553 2021-06-27 15:08:22,036 - mmaction - INFO - Epoch [179][1180/1879] lr: 4.873e-05, eta: 1:36:30, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8824, loss_cls: 1.1886, loss: 1.1886, grad_norm: 5.2969 2021-06-27 15:09:06,816 - mmaction - INFO - Epoch [179][1200/1879] lr: 4.873e-05, eta: 1:35:45, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8773, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.4365 2021-06-27 15:09:51,625 - mmaction - INFO - Epoch [179][1220/1879] lr: 4.873e-05, eta: 1:35:00, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7066, top5_acc: 0.8781, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.3723 2021-06-27 15:10:36,528 - mmaction - INFO - Epoch [179][1240/1879] lr: 4.873e-05, eta: 1:34:15, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8762, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.3688 2021-06-27 15:11:21,388 - mmaction - INFO - Epoch [179][1260/1879] lr: 4.873e-05, eta: 1:33:31, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8820, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.4724 2021-06-27 15:12:06,202 - mmaction - INFO - Epoch [179][1280/1879] lr: 4.873e-05, eta: 1:32:46, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.2787 2021-06-27 15:12:50,914 - mmaction - INFO - Epoch [179][1300/1879] lr: 4.873e-05, eta: 1:32:01, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8691, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.3994 2021-06-27 15:13:35,893 - mmaction - INFO - Epoch [179][1320/1879] lr: 4.873e-05, eta: 1:31:16, time: 2.249, data_time: 0.001, memory: 7544, top1_acc: 0.7242, top5_acc: 0.8871, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.3658 2021-06-27 15:14:20,736 - mmaction - INFO - Epoch [179][1340/1879] lr: 4.873e-05, eta: 1:30:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7012, top5_acc: 0.8746, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.4690 2021-06-27 15:15:05,591 - mmaction - INFO - Epoch [179][1360/1879] lr: 4.873e-05, eta: 1:29:46, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7242, top5_acc: 0.8895, loss_cls: 1.1429, loss: 1.1429, grad_norm: 5.2222 2021-06-27 15:15:50,454 - mmaction - INFO - Epoch [179][1380/1879] lr: 4.873e-05, eta: 1:29:01, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8855, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.2672 2021-06-27 15:16:35,342 - mmaction - INFO - Epoch [179][1400/1879] lr: 4.873e-05, eta: 1:28:16, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7211, top5_acc: 0.8691, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.3374 2021-06-27 15:17:20,189 - mmaction - INFO - Epoch [179][1420/1879] lr: 4.873e-05, eta: 1:27:31, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7277, top5_acc: 0.8965, loss_cls: 1.1125, loss: 1.1125, grad_norm: 5.3343 2021-06-27 15:18:04,977 - mmaction - INFO - Epoch [179][1440/1879] lr: 4.873e-05, eta: 1:26:46, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.3943 2021-06-27 15:18:49,817 - mmaction - INFO - Epoch [179][1460/1879] lr: 4.873e-05, eta: 1:26:01, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1872, loss: 1.1872, grad_norm: 5.3546 2021-06-27 15:19:34,725 - mmaction - INFO - Epoch [179][1480/1879] lr: 4.873e-05, eta: 1:25:16, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8730, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.3425 2021-06-27 15:20:19,483 - mmaction - INFO - Epoch [179][1500/1879] lr: 4.873e-05, eta: 1:24:31, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8777, loss_cls: 1.2048, loss: 1.2048, grad_norm: 5.3476 2021-06-27 15:21:04,227 - mmaction - INFO - Epoch [179][1520/1879] lr: 4.873e-05, eta: 1:23:47, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8875, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.3400 2021-06-27 15:21:49,145 - mmaction - INFO - Epoch [179][1540/1879] lr: 4.873e-05, eta: 1:23:02, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7082, top5_acc: 0.8891, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.3368 2021-06-27 15:22:33,944 - mmaction - INFO - Epoch [179][1560/1879] lr: 4.873e-05, eta: 1:22:17, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.4475 2021-06-27 15:23:18,751 - mmaction - INFO - Epoch [179][1580/1879] lr: 4.873e-05, eta: 1:21:32, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6949, top5_acc: 0.8730, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.4144 2021-06-27 15:24:03,532 - mmaction - INFO - Epoch [179][1600/1879] lr: 4.873e-05, eta: 1:20:47, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7199, top5_acc: 0.8848, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.3348 2021-06-27 15:24:48,379 - mmaction - INFO - Epoch [179][1620/1879] lr: 4.873e-05, eta: 1:20:02, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8770, loss_cls: 1.2067, loss: 1.2067, grad_norm: 5.4414 2021-06-27 15:25:33,182 - mmaction - INFO - Epoch [179][1640/1879] lr: 4.873e-05, eta: 1:19:17, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.2784 2021-06-27 15:26:18,144 - mmaction - INFO - Epoch [179][1660/1879] lr: 4.873e-05, eta: 1:18:32, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1430, loss: 1.1430, grad_norm: 5.2547 2021-06-27 15:27:03,016 - mmaction - INFO - Epoch [179][1680/1879] lr: 4.873e-05, eta: 1:17:47, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7098, top5_acc: 0.8828, loss_cls: 1.1956, loss: 1.1956, grad_norm: 5.3742 2021-06-27 15:27:47,882 - mmaction - INFO - Epoch [179][1700/1879] lr: 4.873e-05, eta: 1:17:02, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8836, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.3428 2021-06-27 15:28:32,652 - mmaction - INFO - Epoch [179][1720/1879] lr: 4.873e-05, eta: 1:16:17, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8797, loss_cls: 1.1977, loss: 1.1977, grad_norm: 5.3781 2021-06-27 15:29:17,370 - mmaction - INFO - Epoch [179][1740/1879] lr: 4.873e-05, eta: 1:15:32, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8848, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.4304 2021-06-27 15:30:02,242 - mmaction - INFO - Epoch [179][1760/1879] lr: 4.873e-05, eta: 1:14:47, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.3945 2021-06-27 15:30:47,012 - mmaction - INFO - Epoch [179][1780/1879] lr: 4.873e-05, eta: 1:14:03, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7223, top5_acc: 0.8852, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.2452 2021-06-27 15:31:31,797 - mmaction - INFO - Epoch [179][1800/1879] lr: 4.873e-05, eta: 1:13:18, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.4863 2021-06-27 15:32:16,668 - mmaction - INFO - Epoch [179][1820/1879] lr: 4.873e-05, eta: 1:12:33, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.4049 2021-06-27 15:33:01,523 - mmaction - INFO - Epoch [179][1840/1879] lr: 4.873e-05, eta: 1:11:48, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8727, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.4287 2021-06-27 15:33:46,179 - mmaction - INFO - Epoch [179][1860/1879] lr: 4.873e-05, eta: 1:11:03, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8816, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.4987 2021-06-27 15:38:47,470 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 15:38:48,151 - mmaction - INFO - top1_acc 0.7144 top5_acc 0.8995 2021-06-27 15:38:48,158 - mmaction - INFO - Saving checkpoint at 179 epochs 2021-06-27 15:38:48,531 - mmaction - INFO - Epoch(val) [179][310] top1_acc: 0.7144, top5_acc: 0.8995 2021-06-27 15:40:19,391 - mmaction - INFO - Epoch [180][20/1879] lr: 1.218e-05, eta: 1:09:35, time: 4.543, data_time: 2.284, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8816, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.4425 2021-06-27 15:41:04,317 - mmaction - INFO - Epoch [180][40/1879] lr: 1.218e-05, eta: 1:08:50, time: 2.246, data_time: 0.003, memory: 7544, top1_acc: 0.7055, top5_acc: 0.8863, loss_cls: 1.1606, loss: 1.1606, grad_norm: 5.3026 2021-06-27 15:41:49,348 - mmaction - INFO - Epoch [180][60/1879] lr: 1.218e-05, eta: 1:08:05, time: 2.252, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8844, loss_cls: 1.1633, loss: 1.1633, grad_norm: 5.3982 2021-06-27 15:42:34,202 - mmaction - INFO - Epoch [180][80/1879] lr: 1.218e-05, eta: 1:07:20, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8836, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.3821 2021-06-27 15:43:19,053 - mmaction - INFO - Epoch [180][100/1879] lr: 1.218e-05, eta: 1:06:36, time: 2.243, data_time: 0.003, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.4732 2021-06-27 15:44:04,056 - mmaction - INFO - Epoch [180][120/1879] lr: 1.218e-05, eta: 1:05:51, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.4690 2021-06-27 15:44:48,940 - mmaction - INFO - Epoch [180][140/1879] lr: 1.218e-05, eta: 1:05:06, time: 2.244, data_time: 0.000, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8844, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.2822 2021-06-27 15:45:33,836 - mmaction - INFO - Epoch [180][160/1879] lr: 1.218e-05, eta: 1:04:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1799, loss: 1.1799, grad_norm: 5.3681 2021-06-27 15:46:18,684 - mmaction - INFO - Epoch [180][180/1879] lr: 1.218e-05, eta: 1:03:36, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7184, top5_acc: 0.8871, loss_cls: 1.1582, loss: 1.1582, grad_norm: 5.3494 2021-06-27 15:47:03,600 - mmaction - INFO - Epoch [180][200/1879] lr: 1.218e-05, eta: 1:02:51, time: 2.246, data_time: 0.000, memory: 7544, top1_acc: 0.7273, top5_acc: 0.8902, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.3289 2021-06-27 15:47:48,465 - mmaction - INFO - Epoch [180][220/1879] lr: 1.218e-05, eta: 1:02:06, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7027, top5_acc: 0.8859, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.4054 2021-06-27 15:48:33,355 - mmaction - INFO - Epoch [180][240/1879] lr: 1.218e-05, eta: 1:01:21, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8707, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.4058 2021-06-27 15:49:18,357 - mmaction - INFO - Epoch [180][260/1879] lr: 1.218e-05, eta: 1:00:36, time: 2.250, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.4313 2021-06-27 15:50:03,313 - mmaction - INFO - Epoch [180][280/1879] lr: 1.218e-05, eta: 0:59:51, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.4412 2021-06-27 15:50:48,237 - mmaction - INFO - Epoch [180][300/1879] lr: 1.218e-05, eta: 0:59:06, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7215, top5_acc: 0.8867, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.1470 2021-06-27 15:51:33,068 - mmaction - INFO - Epoch [180][320/1879] lr: 1.218e-05, eta: 0:58:21, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7262, top5_acc: 0.8949, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.2770 2021-06-27 15:52:17,844 - mmaction - INFO - Epoch [180][340/1879] lr: 1.218e-05, eta: 0:57:36, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1736, loss: 1.1736, grad_norm: 5.3166 2021-06-27 15:53:02,658 - mmaction - INFO - Epoch [180][360/1879] lr: 1.218e-05, eta: 0:56:52, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.2757 2021-06-27 15:53:47,514 - mmaction - INFO - Epoch [180][380/1879] lr: 1.218e-05, eta: 0:56:07, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7148, top5_acc: 0.8762, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.3736 2021-06-27 15:54:32,420 - mmaction - INFO - Epoch [180][400/1879] lr: 1.218e-05, eta: 0:55:22, time: 2.245, data_time: 0.000, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8852, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.2560 2021-06-27 15:55:17,220 - mmaction - INFO - Epoch [180][420/1879] lr: 1.218e-05, eta: 0:54:37, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7137, top5_acc: 0.8812, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.3455 2021-06-27 15:56:01,934 - mmaction - INFO - Epoch [180][440/1879] lr: 1.218e-05, eta: 0:53:52, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8867, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.4198 2021-06-27 15:56:46,752 - mmaction - INFO - Epoch [180][460/1879] lr: 1.218e-05, eta: 0:53:07, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7035, top5_acc: 0.8734, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.4225 2021-06-27 15:57:31,510 - mmaction - INFO - Epoch [180][480/1879] lr: 1.218e-05, eta: 0:52:22, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8789, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.4144 2021-06-27 15:58:16,424 - mmaction - INFO - Epoch [180][500/1879] lr: 1.218e-05, eta: 0:51:37, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8805, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.4005 2021-06-27 15:59:01,261 - mmaction - INFO - Epoch [180][520/1879] lr: 1.218e-05, eta: 0:50:52, time: 2.242, data_time: 0.000, memory: 7544, top1_acc: 0.7051, top5_acc: 0.8844, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.3798 2021-06-27 15:59:46,085 - mmaction - INFO - Epoch [180][540/1879] lr: 1.218e-05, eta: 0:50:07, time: 2.241, data_time: 0.000, memory: 7544, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.2814 2021-06-27 16:00:30,775 - mmaction - INFO - Epoch [180][560/1879] lr: 1.218e-05, eta: 0:49:22, time: 2.234, data_time: 0.001, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8902, loss_cls: 1.1361, loss: 1.1361, grad_norm: 5.2135 2021-06-27 16:01:15,511 - mmaction - INFO - Epoch [180][580/1879] lr: 1.218e-05, eta: 0:48:37, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8730, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.4050 2021-06-27 16:02:00,213 - mmaction - INFO - Epoch [180][600/1879] lr: 1.218e-05, eta: 0:47:52, time: 2.235, data_time: 0.001, memory: 7544, top1_acc: 0.7184, top5_acc: 0.8750, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.3275 2021-06-27 16:02:44,980 - mmaction - INFO - Epoch [180][620/1879] lr: 1.218e-05, eta: 0:47:07, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7063, top5_acc: 0.8809, loss_cls: 1.1962, loss: 1.1962, grad_norm: 5.4007 2021-06-27 16:03:29,770 - mmaction - INFO - Epoch [180][640/1879] lr: 1.218e-05, eta: 0:46:23, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8887, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.3700 2021-06-27 16:04:14,536 - mmaction - INFO - Epoch [180][660/1879] lr: 1.218e-05, eta: 0:45:38, time: 2.238, data_time: 0.000, memory: 7544, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.4838 2021-06-27 16:04:59,324 - mmaction - INFO - Epoch [180][680/1879] lr: 1.218e-05, eta: 0:44:53, time: 2.239, data_time: 0.000, memory: 7544, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.3734 2021-06-27 16:05:44,059 - mmaction - INFO - Epoch [180][700/1879] lr: 1.218e-05, eta: 0:44:08, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8844, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.2324 2021-06-27 16:06:28,952 - mmaction - INFO - Epoch [180][720/1879] lr: 1.218e-05, eta: 0:43:23, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8688, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.4553 2021-06-27 16:07:13,693 - mmaction - INFO - Epoch [180][740/1879] lr: 1.218e-05, eta: 0:42:38, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8863, loss_cls: 1.1854, loss: 1.1854, grad_norm: 5.4499 2021-06-27 16:07:58,479 - mmaction - INFO - Epoch [180][760/1879] lr: 1.218e-05, eta: 0:41:53, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8762, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.3941 2021-06-27 16:08:43,308 - mmaction - INFO - Epoch [180][780/1879] lr: 1.218e-05, eta: 0:41:08, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8770, loss_cls: 1.1916, loss: 1.1916, grad_norm: 5.3013 2021-06-27 16:09:28,189 - mmaction - INFO - Epoch [180][800/1879] lr: 1.218e-05, eta: 0:40:23, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7215, top5_acc: 0.8785, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.2834 2021-06-27 16:10:13,013 - mmaction - INFO - Epoch [180][820/1879] lr: 1.218e-05, eta: 0:39:38, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7160, top5_acc: 0.8922, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.4176 2021-06-27 16:10:57,925 - mmaction - INFO - Epoch [180][840/1879] lr: 1.218e-05, eta: 0:38:53, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.4333 2021-06-27 16:11:42,717 - mmaction - INFO - Epoch [180][860/1879] lr: 1.218e-05, eta: 0:38:08, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7176, top5_acc: 0.8832, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.3020 2021-06-27 16:12:27,582 - mmaction - INFO - Epoch [180][880/1879] lr: 1.218e-05, eta: 0:37:23, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.3458 2021-06-27 16:13:12,426 - mmaction - INFO - Epoch [180][900/1879] lr: 1.218e-05, eta: 0:36:39, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8809, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.3457 2021-06-27 16:13:57,315 - mmaction - INFO - Epoch [180][920/1879] lr: 1.218e-05, eta: 0:35:54, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8832, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.4292 2021-06-27 16:14:42,248 - mmaction - INFO - Epoch [180][940/1879] lr: 1.218e-05, eta: 0:35:09, time: 2.247, data_time: 0.000, memory: 7544, top1_acc: 0.7090, top5_acc: 0.8797, loss_cls: 1.1825, loss: 1.1825, grad_norm: 5.3980 2021-06-27 16:15:26,913 - mmaction - INFO - Epoch [180][960/1879] lr: 1.218e-05, eta: 0:34:24, time: 2.233, data_time: 0.000, memory: 7544, top1_acc: 0.7129, top5_acc: 0.8852, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.3113 2021-06-27 16:16:11,776 - mmaction - INFO - Epoch [180][980/1879] lr: 1.218e-05, eta: 0:33:39, time: 2.243, data_time: 0.001, memory: 7544, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.4026 2021-06-27 16:16:56,563 - mmaction - INFO - Epoch [180][1000/1879] lr: 1.218e-05, eta: 0:32:54, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8820, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.3870 2021-06-27 16:17:41,248 - mmaction - INFO - Epoch [180][1020/1879] lr: 1.218e-05, eta: 0:32:09, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8855, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.2776 2021-06-27 16:18:26,108 - mmaction - INFO - Epoch [180][1040/1879] lr: 1.218e-05, eta: 0:31:24, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.3328 2021-06-27 16:19:10,902 - mmaction - INFO - Epoch [180][1060/1879] lr: 1.218e-05, eta: 0:30:39, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.3035 2021-06-27 16:19:55,742 - mmaction - INFO - Epoch [180][1080/1879] lr: 1.218e-05, eta: 0:29:54, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8879, loss_cls: 1.1631, loss: 1.1631, grad_norm: 5.3095 2021-06-27 16:20:40,704 - mmaction - INFO - Epoch [180][1100/1879] lr: 1.218e-05, eta: 0:29:09, time: 2.248, data_time: 0.000, memory: 7544, top1_acc: 0.7105, top5_acc: 0.8871, loss_cls: 1.1494, loss: 1.1494, grad_norm: 5.3034 2021-06-27 16:21:25,545 - mmaction - INFO - Epoch [180][1120/1879] lr: 1.218e-05, eta: 0:28:24, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.7234, top5_acc: 0.8902, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.2191 2021-06-27 16:22:10,409 - mmaction - INFO - Epoch [180][1140/1879] lr: 1.218e-05, eta: 0:27:39, time: 2.243, data_time: 0.000, memory: 7544, top1_acc: 0.7113, top5_acc: 0.8867, loss_cls: 1.1701, loss: 1.1701, grad_norm: 5.3457 2021-06-27 16:22:55,244 - mmaction - INFO - Epoch [180][1160/1879] lr: 1.218e-05, eta: 0:26:55, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8852, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.4344 2021-06-27 16:23:40,119 - mmaction - INFO - Epoch [180][1180/1879] lr: 1.218e-05, eta: 0:26:10, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.6988, top5_acc: 0.8727, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.4650 2021-06-27 16:24:24,840 - mmaction - INFO - Epoch [180][1200/1879] lr: 1.218e-05, eta: 0:25:25, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8891, loss_cls: 1.1760, loss: 1.1760, grad_norm: 5.4043 2021-06-27 16:25:09,620 - mmaction - INFO - Epoch [180][1220/1879] lr: 1.218e-05, eta: 0:24:40, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7020, top5_acc: 0.8750, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.2981 2021-06-27 16:25:54,389 - mmaction - INFO - Epoch [180][1240/1879] lr: 1.218e-05, eta: 0:23:55, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7047, top5_acc: 0.8809, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.3526 2021-06-27 16:26:39,223 - mmaction - INFO - Epoch [180][1260/1879] lr: 1.218e-05, eta: 0:23:10, time: 2.242, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8777, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.4850 2021-06-27 16:27:24,134 - mmaction - INFO - Epoch [180][1280/1879] lr: 1.218e-05, eta: 0:22:25, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.3671 2021-06-27 16:28:09,055 - mmaction - INFO - Epoch [180][1300/1879] lr: 1.218e-05, eta: 0:21:40, time: 2.246, data_time: 0.001, memory: 7544, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.5245 2021-06-27 16:28:53,674 - mmaction - INFO - Epoch [180][1320/1879] lr: 1.218e-05, eta: 0:20:55, time: 2.231, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.4120 2021-06-27 16:29:38,685 - mmaction - INFO - Epoch [180][1340/1879] lr: 1.218e-05, eta: 0:20:10, time: 2.250, data_time: 0.000, memory: 7544, top1_acc: 0.7219, top5_acc: 0.8902, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.3003 2021-06-27 16:30:23,456 - mmaction - INFO - Epoch [180][1360/1879] lr: 1.218e-05, eta: 0:19:25, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6871, top5_acc: 0.8680, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.5019 2021-06-27 16:31:08,349 - mmaction - INFO - Epoch [180][1380/1879] lr: 1.218e-05, eta: 0:18:40, time: 2.245, data_time: 0.001, memory: 7544, top1_acc: 0.7145, top5_acc: 0.8824, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.3712 2021-06-27 16:31:53,236 - mmaction - INFO - Epoch [180][1400/1879] lr: 1.218e-05, eta: 0:17:55, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1758, loss: 1.1758, grad_norm: 5.3085 2021-06-27 16:32:37,892 - mmaction - INFO - Epoch [180][1420/1879] lr: 1.218e-05, eta: 0:17:11, time: 2.233, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8770, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.4638 2021-06-27 16:33:22,673 - mmaction - INFO - Epoch [180][1440/1879] lr: 1.218e-05, eta: 0:16:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7168, top5_acc: 0.8828, loss_cls: 1.1606, loss: 1.1606, grad_norm: 5.2737 2021-06-27 16:34:07,485 - mmaction - INFO - Epoch [180][1460/1879] lr: 1.218e-05, eta: 0:15:41, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.6910, top5_acc: 0.8773, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.4722 2021-06-27 16:34:52,270 - mmaction - INFO - Epoch [180][1480/1879] lr: 1.218e-05, eta: 0:14:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.2347 2021-06-27 16:35:36,999 - mmaction - INFO - Epoch [180][1500/1879] lr: 1.218e-05, eta: 0:14:11, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.2631 2021-06-27 16:36:21,980 - mmaction - INFO - Epoch [180][1520/1879] lr: 1.218e-05, eta: 0:13:26, time: 2.249, data_time: 0.000, memory: 7544, top1_acc: 0.7094, top5_acc: 0.8824, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.3943 2021-06-27 16:37:06,777 - mmaction - INFO - Epoch [180][1540/1879] lr: 1.218e-05, eta: 0:12:41, time: 2.240, data_time: 0.000, memory: 7544, top1_acc: 0.7301, top5_acc: 0.8875, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.1427 2021-06-27 16:37:51,548 - mmaction - INFO - Epoch [180][1560/1879] lr: 1.218e-05, eta: 0:11:56, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6969, top5_acc: 0.8746, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.5227 2021-06-27 16:38:36,292 - mmaction - INFO - Epoch [180][1580/1879] lr: 1.218e-05, eta: 0:11:11, time: 2.237, data_time: 0.000, memory: 7544, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.3122 2021-06-27 16:39:21,092 - mmaction - INFO - Epoch [180][1600/1879] lr: 1.218e-05, eta: 0:10:26, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8848, loss_cls: 1.1575, loss: 1.1575, grad_norm: 5.3079 2021-06-27 16:40:05,842 - mmaction - INFO - Epoch [180][1620/1879] lr: 1.218e-05, eta: 0:09:41, time: 2.237, data_time: 0.001, memory: 7544, top1_acc: 0.7102, top5_acc: 0.8832, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.4242 2021-06-27 16:40:50,658 - mmaction - INFO - Epoch [180][1640/1879] lr: 1.218e-05, eta: 0:08:56, time: 2.241, data_time: 0.001, memory: 7544, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.3282 2021-06-27 16:41:35,547 - mmaction - INFO - Epoch [180][1660/1879] lr: 1.218e-05, eta: 0:08:11, time: 2.244, data_time: 0.001, memory: 7544, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.4565 2021-06-27 16:42:20,329 - mmaction - INFO - Epoch [180][1680/1879] lr: 1.218e-05, eta: 0:07:26, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6980, top5_acc: 0.8738, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.4896 2021-06-27 16:43:05,120 - mmaction - INFO - Epoch [180][1700/1879] lr: 1.218e-05, eta: 0:06:42, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7043, top5_acc: 0.8707, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.5065 2021-06-27 16:43:49,872 - mmaction - INFO - Epoch [180][1720/1879] lr: 1.218e-05, eta: 0:05:57, time: 2.238, data_time: 0.001, memory: 7544, top1_acc: 0.7152, top5_acc: 0.8844, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.3274 2021-06-27 16:44:34,660 - mmaction - INFO - Epoch [180][1740/1879] lr: 1.218e-05, eta: 0:05:12, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1378, loss: 1.1378, grad_norm: 5.3683 2021-06-27 16:45:19,431 - mmaction - INFO - Epoch [180][1760/1879] lr: 1.218e-05, eta: 0:04:27, time: 2.239, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8777, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.5600 2021-06-27 16:46:04,109 - mmaction - INFO - Epoch [180][1780/1879] lr: 1.218e-05, eta: 0:03:42, time: 2.234, data_time: 0.000, memory: 7544, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.2964 2021-06-27 16:46:48,918 - mmaction - INFO - Epoch [180][1800/1879] lr: 1.218e-05, eta: 0:02:57, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.6953, top5_acc: 0.8801, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.3718 2021-06-27 16:47:33,725 - mmaction - INFO - Epoch [180][1820/1879] lr: 1.218e-05, eta: 0:02:12, time: 2.240, data_time: 0.001, memory: 7544, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2033, loss: 1.2033, grad_norm: 5.4701 2021-06-27 16:48:18,448 - mmaction - INFO - Epoch [180][1840/1879] lr: 1.218e-05, eta: 0:01:27, time: 2.236, data_time: 0.001, memory: 7544, top1_acc: 0.6961, top5_acc: 0.8867, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.4433 2021-06-27 16:49:03,181 - mmaction - INFO - Epoch [180][1860/1879] lr: 1.218e-05, eta: 0:00:42, time: 2.236, data_time: 0.000, memory: 7544, top1_acc: 0.7074, top5_acc: 0.8820, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.4525 2021-06-27 16:54:07,469 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-27 16:54:08,225 - mmaction - INFO - top1_acc 0.7132 top5_acc 0.8994 2021-06-27 16:54:08,232 - mmaction - INFO - Saving checkpoint at 180 epochs 2021-06-27 16:54:08,706 - mmaction - INFO - Epoch(val) [180][310] top1_acc: 0.7132, top5_acc: 0.8994